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| 1 | +## [307. 区域和检索 - 数组可修改](https://leetcode-cn.com/problems/range-sum-query-mutable/) |
| 2 | + |
| 3 | +给你一个数组 `nums` ,请你完成两类查询,其中一类查询要求更新数组下标对应的值,另一类查询要求返回数组中某个范围内元素的总和。 |
| 4 | + |
| 5 | +实现 `NumArray` 类: |
| 6 | + |
| 7 | +- `NumArray(int[] nums)` 用整数数组 `nums` 初始化对象 |
| 8 | +- `void update(int index, int val)` 将 `nums[index]` 的值更新为 `val` |
| 9 | +- `int sumRange(int left, int right)` 返回子数组 `nums[left, right]` 的总和(即,`nums[left] + nums[left + 1], ..., nums[right]`) |
| 10 | + |
| 11 | + |
| 12 | + |
| 13 | +**示例:** |
| 14 | + |
| 15 | +``` |
| 16 | +输入: |
| 17 | +["NumArray", "sumRange", "update", "sumRange"] |
| 18 | +[[[1, 3, 5]], [0, 2], [1, 2], [0, 2]] |
| 19 | +输出: |
| 20 | +[null, 9, null, 8] |
| 21 | +
|
| 22 | +解释: |
| 23 | +NumArray numArray = new NumArray([1, 3, 5]); |
| 24 | +numArray.sumRange(0, 2); // 返回 9 ,sum([1,3,5]) = 9 |
| 25 | +numArray.update(1, 2); // nums = [1,2,5] |
| 26 | +numArray.sumRange(0, 2); // 返回 8 ,sum([1,2,5]) = 8 |
| 27 | +``` |
| 28 | + |
| 29 | + |
| 30 | + |
| 31 | +**提示:** |
| 32 | + |
| 33 | +- `1 <= nums.length <= 3 * 104` |
| 34 | +- `-100 <= nums[i] <= 100` |
| 35 | +- `0 <= index < nums.length` |
| 36 | +- `-100 <= val <= 100` |
| 37 | +- `0 <= left <= right < nums.length` |
| 38 | +- 最多调用 `3 * 104` 次 `update` 和 `sumRange` 方法 |
| 39 | + |
| 40 | + |
| 41 | + |
| 42 | +**提交代码:** |
| 43 | + |
| 44 | +```java |
| 45 | +class NumArray { |
| 46 | + public class SegmentTree<E> { |
| 47 | + |
| 48 | + private E[] tree; |
| 49 | + private E[] data; |
| 50 | + private Merger<E> merger; |
| 51 | + |
| 52 | + public SegmentTree(E[] arr, Merger<E> merger){ |
| 53 | + |
| 54 | + this.merger = merger; |
| 55 | + |
| 56 | + data = (E[])new Object[arr.length]; |
| 57 | + for(int i = 0 ; i < arr.length ; i ++) |
| 58 | + data[i] = arr[i]; |
| 59 | + |
| 60 | + tree = (E[])new Object[4 * arr.length]; |
| 61 | + buildSegmentTree(0, 0, arr.length - 1); |
| 62 | + } |
| 63 | + |
| 64 | + // 在treeIndex的位置创建表示区间[l...r]的线段树 |
| 65 | + private void buildSegmentTree(int treeIndex, int l, int r){ |
| 66 | + |
| 67 | + if(l == r){ |
| 68 | + tree[treeIndex] = data[l]; |
| 69 | + return; |
| 70 | + } |
| 71 | + |
| 72 | + int leftTreeIndex = leftChild(treeIndex); |
| 73 | + int rightTreeIndex = rightChild(treeIndex); |
| 74 | + |
| 75 | + // int mid = (l + r) / 2; |
| 76 | + int mid = l + (r - l) / 2; |
| 77 | + buildSegmentTree(leftTreeIndex, l, mid); |
| 78 | + buildSegmentTree(rightTreeIndex, mid + 1, r); |
| 79 | + |
| 80 | + tree[treeIndex] = merger.merge(tree[leftTreeIndex], tree[rightTreeIndex]); |
| 81 | + } |
| 82 | + |
| 83 | + public int getSize(){ |
| 84 | + return data.length; |
| 85 | + } |
| 86 | + |
| 87 | + public E get(int index){ |
| 88 | + if(index < 0 || index >= data.length) |
| 89 | + throw new IllegalArgumentException("Index is illegal."); |
| 90 | + return data[index]; |
| 91 | + } |
| 92 | + |
| 93 | + // 返回完全二叉树的数组表示中,一个索引所表示的元素的左孩子节点的索引 |
| 94 | + private int leftChild(int index){ |
| 95 | + return 2*index + 1; |
| 96 | + } |
| 97 | + |
| 98 | + // 返回完全二叉树的数组表示中,一个索引所表示的元素的右孩子节点的索引 |
| 99 | + private int rightChild(int index){ |
| 100 | + return 2*index + 2; |
| 101 | + } |
| 102 | + |
| 103 | + // 返回区间[queryL, queryR]的值 |
| 104 | + public E query(int queryL, int queryR){ |
| 105 | + |
| 106 | + if(queryL < 0 || queryL >= data.length || |
| 107 | + queryR < 0 || queryR >= data.length || queryL > queryR) |
| 108 | + throw new IllegalArgumentException("Index is illegal."); |
| 109 | + |
| 110 | + return query(0, 0, data.length - 1, queryL, queryR); |
| 111 | + } |
| 112 | + |
| 113 | + // 在以treeIndex为根的线段树中[l...r]的范围里,搜索区间[queryL...queryR]的值 |
| 114 | + private E query(int treeIndex, int l, int r, int queryL, int queryR){ |
| 115 | + |
| 116 | + if(l == queryL && r == queryR) |
| 117 | + return tree[treeIndex]; |
| 118 | + |
| 119 | + int mid = l + (r - l) / 2; |
| 120 | + // treeIndex的节点分为[l...mid]和[mid+1...r]两部分 |
| 121 | + |
| 122 | + int leftTreeIndex = leftChild(treeIndex); |
| 123 | + int rightTreeIndex = rightChild(treeIndex); |
| 124 | + if(queryL >= mid + 1) |
| 125 | + return query(rightTreeIndex, mid + 1, r, queryL, queryR); |
| 126 | + else if(queryR <= mid) |
| 127 | + return query(leftTreeIndex, l, mid, queryL, queryR); |
| 128 | + |
| 129 | + E leftResult = query(leftTreeIndex, l, mid, queryL, mid); |
| 130 | + E rightResult = query(rightTreeIndex, mid + 1, r, mid + 1, queryR); |
| 131 | + return merger.merge(leftResult, rightResult); |
| 132 | + } |
| 133 | + |
| 134 | + // 将index位置的值,更新为e |
| 135 | + public void set(int index, E e){ |
| 136 | + |
| 137 | + if(index < 0 || index >= data.length) |
| 138 | + throw new IllegalArgumentException("Index is illegal"); |
| 139 | + |
| 140 | + data[index] = e; |
| 141 | + set(0, 0, data.length - 1, index, e); |
| 142 | + } |
| 143 | + |
| 144 | + // 在以treeIndex为根的线段树中更新index的值为e |
| 145 | + private void set(int treeIndex, int l, int r, int index, E e){ |
| 146 | + |
| 147 | + if(l == r){ |
| 148 | + tree[treeIndex] = e; |
| 149 | + return; |
| 150 | + } |
| 151 | + |
| 152 | + int mid = l + (r - l) / 2; |
| 153 | + // treeIndex的节点分为[l...mid]和[mid+1...r]两部分 |
| 154 | + |
| 155 | + int leftTreeIndex = leftChild(treeIndex); |
| 156 | + int rightTreeIndex = rightChild(treeIndex); |
| 157 | + if(index >= mid + 1) |
| 158 | + set(rightTreeIndex, mid + 1, r, index, e); |
| 159 | + else // index <= mid |
| 160 | + set(leftTreeIndex, l, mid, index, e); |
| 161 | + |
| 162 | + tree[treeIndex] = merger.merge(tree[leftTreeIndex], tree[rightTreeIndex]); |
| 163 | + } |
| 164 | + |
| 165 | + @Override |
| 166 | + public String toString(){ |
| 167 | + StringBuilder res = new StringBuilder(); |
| 168 | + res.append('['); |
| 169 | + for(int i = 0 ; i < tree.length ; i ++){ |
| 170 | + if(tree[i] != null) |
| 171 | + res.append(tree[i]); |
| 172 | + else |
| 173 | + res.append("null"); |
| 174 | + |
| 175 | + if(i != tree.length - 1) |
| 176 | + res.append(", "); |
| 177 | + } |
| 178 | + res.append(']'); |
| 179 | + return res.toString(); |
| 180 | + } |
| 181 | + } |
| 182 | + |
| 183 | + public interface Merger<E> { |
| 184 | + E merge(E a, E b); |
| 185 | + } |
| 186 | + |
| 187 | + private SegmentTree<Integer> segTree; |
| 188 | + |
| 189 | + public NumArray(int[] nums) { |
| 190 | + |
| 191 | + if(nums.length != 0){ |
| 192 | + Integer[] data = new Integer[nums.length]; |
| 193 | + for(int i = 0 ; i < nums.length ; i ++) |
| 194 | + data[i] = nums[i]; |
| 195 | + segTree = new SegmentTree<>(data, (a, b) -> a + b); |
| 196 | + } |
| 197 | + } |
| 198 | + |
| 199 | + public void update(int i, int val) { |
| 200 | + if(segTree == null) |
| 201 | + throw new IllegalArgumentException("Error"); |
| 202 | + segTree.set(i, val); |
| 203 | + } |
| 204 | + |
| 205 | + public int sumRange(int i, int j) { |
| 206 | + if(segTree == null) |
| 207 | + throw new IllegalArgumentException("Error"); |
| 208 | + return segTree.query(i, j); |
| 209 | + } |
| 210 | +} |
| 211 | +``` |
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