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<!doctype html PUBLIC "-//W3C//DTD html 4.01//EN" "http://www.w3.org/TR/html4/strict.dtd">
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<title>Coverage for plotly/utils: 42%</title>
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<h1>Coverage for <b>plotly/utils</b> :
<span class='pc_cov'>42%</span>
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108 statements
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<span class='mis shortkey_m button_toggle_mis'>63 missing</span>
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<td class='text' valign='top'>
<p id='t1' class='pln'><span class='str'>"""</span><span class='strut'> </span></p>
<p id='t2' class='pln'><span class='str'>utils</span><span class='strut'> </span></p>
<p id='t3' class='pln'><span class='str'>=====</span><span class='strut'> </span></p>
<p id='t4' class='pln'><span class='strut'> </span></p>
<p id='t5' class='pln'><span class='str'>Low-level functionality NOT intended for users to EVER use.</span><span class='strut'> </span></p>
<p id='t6' class='pln'><span class='strut'> </span></p>
<p id='t7' class='pln'><span class='str'>"""</span><span class='strut'> </span></p>
<p id='t8' class='pln'><span class='strut'> </span></p>
<p id='t9' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>json</span><span class='strut'> </span></p>
<p id='t10' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>os</span><span class='op'>.</span><span class='nam'>path</span><span class='strut'> </span></p>
<p id='t11' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>sys</span><span class='strut'> </span></p>
<p id='t12' class='pln'><span class='strut'> </span></p>
<p id='t13' class='pln'><span class='strut'> </span></p>
<p id='t14' class='pln'><span class='com'>### general file setup tools ###</span><span class='strut'> </span></p>
<p id='t15' class='pln'><span class='strut'> </span></p>
<p id='t16' class='stm run hide_run'><span class='key'>def</span> <span class='nam'>load_json_dict</span><span class='op'>(</span><span class='nam'>filename</span><span class='op'>,</span> <span class='op'>*</span><span class='nam'>args</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t17' class='pln'> <span class='str'>"""Checks if file exists. Returns {} if something fails."""</span><span class='strut'> </span></p>
<p id='t18' class='stm run hide_run'> <span class='nam'>data</span> <span class='op'>=</span> <span class='op'>{</span><span class='op'>}</span><span class='strut'> </span></p>
<p id='t19' class='stm run hide_run'> <span class='key'>if</span> <span class='nam'>os</span><span class='op'>.</span><span class='nam'>path</span><span class='op'>.</span><span class='nam'>exists</span><span class='op'>(</span><span class='nam'>filename</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t20' class='stm run hide_run'> <span class='key'>with</span> <span class='nam'>open</span><span class='op'>(</span><span class='nam'>filename</span><span class='op'>,</span> <span class='str'>"r"</span><span class='op'>)</span> <span class='key'>as</span> <span class='nam'>f</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t21' class='stm run hide_run'> <span class='key'>try</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t22' class='stm run hide_run'> <span class='nam'>data</span> <span class='op'>=</span> <span class='nam'>json</span><span class='op'>.</span><span class='nam'>load</span><span class='op'>(</span><span class='nam'>f</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t23' class='stm run hide_run'> <span class='key'>if</span> <span class='key'>not</span> <span class='nam'>isinstance</span><span class='op'>(</span><span class='nam'>data</span><span class='op'>,</span> <span class='nam'>dict</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t24' class='stm mis'> <span class='nam'>data</span> <span class='op'>=</span> <span class='op'>{</span><span class='op'>}</span><span class='strut'> </span></p>
<p id='t25' class='stm run hide_run'> <span class='key'>except</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t26' class='stm run hide_run'> <span class='key'>pass</span> <span class='com'># TODO: issue a warning and bubble it up</span><span class='strut'> </span></p>
<p id='t27' class='stm run hide_run'> <span class='key'>if</span> <span class='nam'>args</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t28' class='stm mis'> <span class='nam'>d</span> <span class='op'>=</span> <span class='nam'>dict</span><span class='op'>(</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t29' class='stm mis'> <span class='key'>for</span> <span class='nam'>key</span> <span class='key'>in</span> <span class='nam'>args</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t30' class='stm mis'> <span class='key'>if</span> <span class='nam'>key</span> <span class='key'>in</span> <span class='nam'>data</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t31' class='stm mis'> <span class='nam'>d</span><span class='op'>[</span><span class='nam'>key</span><span class='op'>]</span> <span class='op'>=</span> <span class='nam'>data</span><span class='op'>[</span><span class='nam'>key</span><span class='op'>]</span><span class='strut'> </span></p>
<p id='t32' class='stm mis'> <span class='key'>return</span> <span class='nam'>d</span><span class='strut'> </span></p>
<p id='t33' class='pln'> <span class='com'># TODO: replace with below if we drop Python 2.6 compatibility</span><span class='strut'> </span></p>
<p id='t34' class='pln'> <span class='com'># return {key: data[key] for key in args if key in data}</span><span class='strut'> </span></p>
<p id='t35' class='stm run hide_run'> <span class='key'>return</span> <span class='nam'>data</span><span class='strut'> </span></p>
<p id='t36' class='pln'><span class='strut'> </span></p>
<p id='t37' class='pln'><span class='strut'> </span></p>
<p id='t38' class='stm run hide_run'><span class='key'>def</span> <span class='nam'>save_json_dict</span><span class='op'>(</span><span class='nam'>filename</span><span class='op'>,</span> <span class='nam'>json_dict</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t39' class='pln'> <span class='str'>"""Will error if filename is not appropriate, but it's checked elsewhere.</span><span class='strut'> </span></p>
<p id='t40' class='pln'><span class='str'> """</span><span class='strut'> </span></p>
<p id='t41' class='stm run hide_run'> <span class='key'>if</span> <span class='nam'>isinstance</span><span class='op'>(</span><span class='nam'>json_dict</span><span class='op'>,</span> <span class='nam'>dict</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t42' class='stm run hide_run'> <span class='key'>with</span> <span class='nam'>open</span><span class='op'>(</span><span class='nam'>filename</span><span class='op'>,</span> <span class='str'>"w"</span><span class='op'>)</span> <span class='key'>as</span> <span class='nam'>f</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t43' class='stm run hide_run'> <span class='nam'>f</span><span class='op'>.</span><span class='nam'>write</span><span class='op'>(</span><span class='nam'>json</span><span class='op'>.</span><span class='nam'>dumps</span><span class='op'>(</span><span class='nam'>json_dict</span><span class='op'>,</span> <span class='nam'>indent</span><span class='op'>=</span><span class='num'>4</span><span class='op'>)</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t44' class='pln'> <span class='key'>else</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t45' class='stm mis'> <span class='key'>raise</span> <span class='nam'>TypeError</span><span class='op'>(</span><span class='str'>"json_dict was not a dictionay. couldn't save."</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t46' class='pln'><span class='strut'> </span></p>
<p id='t47' class='pln'><span class='strut'> </span></p>
<p id='t48' class='pln'><span class='com'>### Custom JSON encoders ###</span><span class='strut'> </span></p>
<p id='t49' class='stm run hide_run'><span class='key'>class</span> <span class='nam'>_plotlyJSONEncoder</span><span class='op'>(</span><span class='nam'>json</span><span class='op'>.</span><span class='nam'>JSONEncoder</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t50' class='stm run hide_run'> <span class='key'>def</span> <span class='nam'>numpyJSONEncoder</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>obj</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t51' class='stm mis'> <span class='key'>try</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t52' class='stm mis'> <span class='key'>import</span> <span class='nam'>numpy</span><span class='strut'> </span></p>
<p id='t53' class='stm mis'> <span class='key'>if</span> <span class='nam'>type</span><span class='op'>(</span><span class='nam'>obj</span><span class='op'>)</span><span class='op'>.</span><span class='nam'>__module__</span><span class='op'>.</span><span class='nam'>split</span><span class='op'>(</span><span class='str'>'.'</span><span class='op'>)</span><span class='op'>[</span><span class='num'>0</span><span class='op'>]</span> <span class='op'>==</span> <span class='nam'>numpy</span><span class='op'>.</span><span class='nam'>__name__</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t54' class='stm mis'> <span class='nam'>l</span> <span class='op'>=</span> <span class='nam'>obj</span><span class='op'>.</span><span class='nam'>tolist</span><span class='op'>(</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t55' class='stm mis'> <span class='nam'>d</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>datetimeJSONEncoder</span><span class='op'>(</span><span class='nam'>l</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t56' class='stm mis'> <span class='key'>return</span> <span class='nam'>d</span> <span class='key'>if</span> <span class='nam'>d</span> <span class='key'>is</span> <span class='key'>not</span> <span class='nam'>None</span> <span class='key'>else</span> <span class='nam'>l</span><span class='strut'> </span></p>
<p id='t57' class='stm mis'> <span class='key'>except</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t58' class='stm mis'> <span class='key'>pass</span><span class='strut'> </span></p>
<p id='t59' class='stm mis'> <span class='key'>return</span> <span class='nam'>None</span><span class='strut'> </span></p>
<p id='t60' class='pln'><span class='strut'> </span></p>
<p id='t61' class='stm run hide_run'> <span class='key'>def</span> <span class='nam'>datetimeJSONEncoder</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>obj</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t62' class='pln'> <span class='com'># if datetime or iterable of datetimes, convert to a string that plotly understands</span><span class='strut'> </span></p>
<p id='t63' class='pln'> <span class='com'># format as %Y-%m-%d %H:%M:%S.%f, %Y-%m-%d %H:%M:%S, or %Y-%m-%d depending on what non-zero resolution was provided</span><span class='strut'> </span></p>
<p id='t64' class='stm mis'> <span class='key'>import</span> <span class='nam'>datetime</span><span class='strut'> </span></p>
<p id='t65' class='stm mis'> <span class='key'>try</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t66' class='stm mis'> <span class='key'>if</span> <span class='nam'>isinstance</span><span class='op'>(</span><span class='nam'>obj</span><span class='op'>,</span> <span class='op'>(</span><span class='nam'>datetime</span><span class='op'>.</span><span class='nam'>datetime</span><span class='op'>,</span> <span class='nam'>datetime</span><span class='op'>.</span><span class='nam'>date</span><span class='op'>)</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t67' class='stm mis'> <span class='key'>if</span> <span class='nam'>obj</span><span class='op'>.</span><span class='nam'>microsecond</span> <span class='op'>!=</span> <span class='num'>0</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t68' class='stm mis'> <span class='key'>return</span> <span class='nam'>obj</span><span class='op'>.</span><span class='nam'>strftime</span><span class='op'>(</span><span class='str'>'%Y-%m-%d %H:%M:%S.%f'</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t69' class='stm mis'> <span class='key'>elif</span> <span class='nam'>obj</span><span class='op'>.</span><span class='nam'>second</span> <span class='op'>!=</span> <span class='num'>0</span> <span class='key'>or</span> <span class='nam'>obj</span><span class='op'>.</span><span class='nam'>minute</span> <span class='op'>!=</span> <span class='num'>0</span> <span class='key'>or</span> <span class='nam'>obj</span><span class='op'>.</span><span class='nam'>hour</span> <span class='op'>!=</span> <span class='num'>0</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t70' class='stm mis'> <span class='key'>return</span> <span class='nam'>obj</span><span class='op'>.</span><span class='nam'>strftime</span><span class='op'>(</span><span class='str'>'%Y-%m-%d %H:%M:%S'</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t71' class='pln'> <span class='key'>else</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t72' class='stm mis'> <span class='key'>return</span> <span class='nam'>obj</span><span class='op'>.</span><span class='nam'>strftime</span><span class='op'>(</span><span class='str'>'%Y-%m-%d'</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t73' class='stm mis'> <span class='key'>elif</span> <span class='nam'>isinstance</span><span class='op'>(</span><span class='nam'>obj</span><span class='op'>[</span><span class='num'>0</span><span class='op'>]</span><span class='op'>,</span> <span class='op'>(</span><span class='nam'>datetime</span><span class='op'>.</span><span class='nam'>datetime</span><span class='op'>,</span> <span class='nam'>datetime</span><span class='op'>.</span><span class='nam'>date</span><span class='op'>)</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t74' class='stm mis'> <span class='key'>return</span> <span class='op'>[</span><span class='nam'>o</span><span class='op'>.</span><span class='nam'>strftime</span><span class='op'>(</span><span class='strut'> </span></p>
<p id='t75' class='pln'> <span class='str'>'%Y-%m-%d %H:%M:%S.%f'</span><span class='op'>)</span> <span class='key'>if</span> <span class='nam'>o</span><span class='op'>.</span><span class='nam'>microsecond</span> <span class='op'>!=</span> <span class='num'>0</span> <span class='key'>else</span><span class='strut'> </span></p>
<p id='t76' class='pln'> <span class='nam'>o</span><span class='op'>.</span><span class='nam'>strftime</span><span class='op'>(</span><span class='str'>'%Y-%m-%d %H:%M:%S'</span><span class='op'>)</span> <span class='key'>if</span> <span class='nam'>o</span><span class='op'>.</span><span class='nam'>second</span> <span class='op'>!=</span> <span class='num'>0</span> <span class='key'>or</span> <span class='nam'>o</span><span class='op'>.</span><span class='nam'>minute</span> <span class='op'>!=</span> <span class='num'>0</span> <span class='key'>or</span> <span class='nam'>o</span><span class='op'>.</span><span class='nam'>hour</span> <span class='op'>!=</span> <span class='num'>0</span> <span class='key'>else</span><span class='strut'> </span></p>
<p id='t77' class='pln'> <span class='nam'>o</span><span class='op'>.</span><span class='nam'>strftime</span><span class='op'>(</span><span class='str'>'%Y-%m-%d'</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t78' class='pln'> <span class='key'>for</span> <span class='nam'>o</span> <span class='key'>in</span> <span class='nam'>obj</span><span class='op'>]</span><span class='strut'> </span></p>
<p id='t79' class='stm mis'> <span class='key'>except</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t80' class='stm mis'> <span class='key'>pass</span><span class='strut'> </span></p>
<p id='t81' class='stm mis'> <span class='key'>return</span> <span class='nam'>None</span><span class='strut'> </span></p>
<p id='t82' class='pln'><span class='strut'> </span></p>
<p id='t83' class='stm run hide_run'> <span class='key'>def</span> <span class='nam'>pandasJSONEncoder</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>obj</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t84' class='stm mis'> <span class='key'>try</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t85' class='stm mis'> <span class='key'>import</span> <span class='nam'>pandas</span><span class='strut'> </span></p>
<p id='t86' class='stm mis'> <span class='key'>if</span> <span class='nam'>isinstance</span><span class='op'>(</span><span class='nam'>obj</span><span class='op'>,</span> <span class='nam'>pandas</span><span class='op'>.</span><span class='nam'>Series</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t87' class='stm mis'> <span class='key'>return</span> <span class='nam'>obj</span><span class='op'>.</span><span class='nam'>tolist</span><span class='op'>(</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t88' class='stm mis'> <span class='key'>except</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t89' class='stm mis'> <span class='key'>pass</span><span class='strut'> </span></p>
<p id='t90' class='stm mis'> <span class='key'>return</span> <span class='nam'>None</span><span class='strut'> </span></p>
<p id='t91' class='pln'><span class='strut'> </span></p>
<p id='t92' class='stm run hide_run'> <span class='key'>def</span> <span class='nam'>sageJSONEncoder</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>obj</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t93' class='stm mis'> <span class='key'>try</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t94' class='stm mis'> <span class='key'>from</span> <span class='nam'>sage</span><span class='op'>.</span><span class='nam'>all</span> <span class='key'>import</span> <span class='nam'>RR</span><span class='op'>,</span> <span class='nam'>ZZ</span><span class='strut'> </span></p>
<p id='t95' class='stm mis'> <span class='key'>if</span> <span class='nam'>obj</span> <span class='key'>in</span> <span class='nam'>RR</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t96' class='stm mis'> <span class='key'>return</span> <span class='nam'>float</span><span class='op'>(</span><span class='nam'>obj</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t97' class='stm mis'> <span class='key'>elif</span> <span class='nam'>obj</span> <span class='key'>in</span> <span class='nam'>ZZ</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t98' class='stm mis'> <span class='key'>return</span> <span class='nam'>int</span><span class='op'>(</span><span class='nam'>obj</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t99' class='stm mis'> <span class='key'>except</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t100' class='stm mis'> <span class='key'>pass</span><span class='strut'> </span></p>
<p id='t101' class='stm mis'> <span class='key'>return</span> <span class='nam'>None</span><span class='strut'> </span></p>
<p id='t102' class='pln'><span class='strut'> </span></p>
<p id='t103' class='stm run hide_run'> <span class='key'>def</span> <span class='nam'>default</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>obj</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t104' class='stm mis'> <span class='key'>try</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t105' class='stm mis'> <span class='key'>return</span> <span class='nam'>json</span><span class='op'>.</span><span class='nam'>dumps</span><span class='op'>(</span><span class='nam'>obj</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t106' class='stm mis'> <span class='key'>except</span> <span class='nam'>TypeError</span> <span class='key'>as</span> <span class='nam'>e</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t107' class='stm mis'> <span class='nam'>encoders</span> <span class='op'>=</span> <span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>datetimeJSONEncoder</span><span class='op'>,</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>numpyJSONEncoder</span><span class='op'>,</span><span class='strut'> </span></p>
<p id='t108' class='pln'> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>pandasJSONEncoder</span><span class='op'>,</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>sageJSONEncoder</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t109' class='stm mis'> <span class='key'>for</span> <span class='nam'>encoder</span> <span class='key'>in</span> <span class='nam'>encoders</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t110' class='stm mis'> <span class='nam'>s</span> <span class='op'>=</span> <span class='nam'>encoder</span><span class='op'>(</span><span class='nam'>obj</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t111' class='stm mis'> <span class='key'>if</span> <span class='nam'>s</span> <span class='key'>is</span> <span class='key'>not</span> <span class='nam'>None</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t112' class='stm mis'> <span class='key'>return</span> <span class='nam'>s</span><span class='strut'> </span></p>
<p id='t113' class='stm mis'> <span class='key'>raise</span> <span class='nam'>e</span><span class='strut'> </span></p>
<p id='t114' class='stm mis'> <span class='key'>return</span> <span class='nam'>json</span><span class='op'>.</span><span class='nam'>JSONEncoder</span><span class='op'>.</span><span class='nam'>default</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>obj</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t115' class='pln'><span class='strut'> </span></p>
<p id='t116' class='pln'><span class='strut'> </span></p>
<p id='t117' class='pln'><span class='com'>### unicode stuff ###</span><span class='strut'> </span></p>
<p id='t118' class='stm run hide_run'><span class='key'>def</span> <span class='nam'>decode_unicode</span><span class='op'>(</span><span class='nam'>coll</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t119' class='stm run hide_run'> <span class='key'>if</span> <span class='nam'>isinstance</span><span class='op'>(</span><span class='nam'>coll</span><span class='op'>,</span> <span class='nam'>list</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t120' class='stm run hide_run'> <span class='key'>for</span> <span class='nam'>no</span><span class='op'>,</span> <span class='nam'>entry</span> <span class='key'>in</span> <span class='nam'>enumerate</span><span class='op'>(</span><span class='nam'>coll</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t121' class='stm run hide_run'> <span class='key'>if</span> <span class='nam'>isinstance</span><span class='op'>(</span><span class='nam'>entry</span><span class='op'>,</span> <span class='op'>(</span><span class='nam'>dict</span><span class='op'>,</span> <span class='nam'>list</span><span class='op'>)</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t122' class='stm run hide_run'> <span class='nam'>coll</span><span class='op'>[</span><span class='nam'>no</span><span class='op'>]</span> <span class='op'>=</span> <span class='nam'>decode_unicode</span><span class='op'>(</span><span class='nam'>entry</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t123' class='pln'> <span class='key'>else</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t124' class='stm run hide_run'> <span class='key'>if</span> <span class='nam'>isinstance</span><span class='op'>(</span><span class='nam'>entry</span><span class='op'>,</span> <span class='nam'>str</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t125' class='stm mis'> <span class='key'>try</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t126' class='stm mis'> <span class='nam'>coll</span><span class='op'>[</span><span class='nam'>no</span><span class='op'>]</span> <span class='op'>=</span> <span class='nam'>str</span><span class='op'>(</span><span class='nam'>entry</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t127' class='stm mis'> <span class='key'>except</span> <span class='nam'>UnicodeEncodeError</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t128' class='stm mis'> <span class='key'>pass</span><span class='strut'> </span></p>
<p id='t129' class='stm run hide_run'> <span class='key'>elif</span> <span class='nam'>isinstance</span><span class='op'>(</span><span class='nam'>coll</span><span class='op'>,</span> <span class='nam'>dict</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t130' class='stm run hide_run'> <span class='nam'>keys</span><span class='op'>,</span> <span class='nam'>vals</span> <span class='op'>=</span> <span class='nam'>list</span><span class='op'>(</span><span class='nam'>coll</span><span class='op'>.</span><span class='nam'>keys</span><span class='op'>(</span><span class='op'>)</span><span class='op'>)</span><span class='op'>,</span> <span class='nam'>list</span><span class='op'>(</span><span class='nam'>coll</span><span class='op'>.</span><span class='nam'>values</span><span class='op'>(</span><span class='op'>)</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t131' class='stm run hide_run'> <span class='key'>for</span> <span class='nam'>key</span><span class='op'>,</span> <span class='nam'>val</span> <span class='key'>in</span> <span class='nam'>zip</span><span class='op'>(</span><span class='nam'>keys</span><span class='op'>,</span> <span class='nam'>vals</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t132' class='stm run hide_run'> <span class='key'>if</span> <span class='nam'>isinstance</span><span class='op'>(</span><span class='nam'>val</span><span class='op'>,</span> <span class='op'>(</span><span class='nam'>dict</span><span class='op'>,</span> <span class='nam'>list</span><span class='op'>)</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t133' class='stm run hide_run'> <span class='nam'>coll</span><span class='op'>[</span><span class='nam'>key</span><span class='op'>]</span> <span class='op'>=</span> <span class='nam'>decode_unicode</span><span class='op'>(</span><span class='nam'>val</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t134' class='stm run hide_run'> <span class='key'>elif</span> <span class='nam'>isinstance</span><span class='op'>(</span><span class='nam'>val</span><span class='op'>,</span> <span class='nam'>str</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t135' class='stm mis'> <span class='key'>try</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t136' class='stm mis'> <span class='nam'>coll</span><span class='op'>[</span><span class='nam'>key</span><span class='op'>]</span> <span class='op'>=</span> <span class='nam'>str</span><span class='op'>(</span><span class='nam'>val</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t137' class='stm mis'> <span class='key'>except</span> <span class='nam'>UnicodeEncodeError</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t138' class='stm mis'> <span class='key'>pass</span><span class='strut'> </span></p>
<p id='t139' class='stm run hide_run'> <span class='nam'>coll</span><span class='op'>[</span><span class='nam'>str</span><span class='op'>(</span><span class='nam'>key</span><span class='op'>)</span><span class='op'>]</span> <span class='op'>=</span> <span class='nam'>coll</span><span class='op'>.</span><span class='nam'>pop</span><span class='op'>(</span><span class='nam'>key</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t140' class='stm run hide_run'> <span class='key'>return</span> <span class='nam'>coll</span><span class='strut'> </span></p>
<p id='t141' class='pln'><span class='strut'> </span></p>
<p id='t142' class='pln'><span class='strut'> </span></p>
<p id='t143' class='pln'><span class='com'>### docstring templating ###</span><span class='strut'> </span></p>
<p id='t144' class='stm run hide_run'><span class='key'>def</span> <span class='nam'>template_doc</span><span class='op'>(</span><span class='op'>**</span><span class='nam'>names</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t145' class='stm run hide_run'> <span class='key'>def</span> <span class='nam'>_decorator</span><span class='op'>(</span><span class='nam'>func</span><span class='op'>)</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t146' class='stm run hide_run'> <span class='key'>if</span> <span class='nam'>sys</span><span class='op'>.</span><span class='nam'>version</span><span class='op'>[</span><span class='op'>:</span><span class='num'>3</span><span class='op'>]</span> <span class='op'>!=</span> <span class='str'>'3.2'</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t147' class='stm run hide_run'> <span class='key'>if</span> <span class='nam'>func</span><span class='op'>.</span><span class='nam'>__doc__</span> <span class='key'>is</span> <span class='key'>not</span> <span class='nam'>None</span><span class='op'>:</span><span class='strut'> </span></p>
<p id='t148' class='stm run hide_run'> <span class='nam'>func</span><span class='op'>.</span><span class='nam'>__doc__</span> <span class='op'>=</span> <span class='nam'>func</span><span class='op'>.</span><span class='nam'>__doc__</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='op'>**</span><span class='nam'>names</span><span class='op'>)</span><span class='strut'> </span></p>
<p id='t149' class='stm run hide_run'> <span class='key'>return</span> <span class='nam'>func</span><span class='strut'> </span></p>
<p id='t150' class='stm run hide_run'> <span class='key'>return</span> <span class='nam'>_decorator</span><span class='strut'> </span></p>
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