|
72 | 72 |
|
73 | 73 | <!-- 这里可写通用的实现逻辑 -->
|
74 | 74 |
|
| 75 | +**方法一:线段树** |
| 76 | + |
| 77 | +线段树将整个区间分割为多个不连续的子区间,子区间的数量不超过 `log(width)`。更新某个元素的值,只需要更新 `log(width)` 个区间,并且这些区间都包含在一个包含该元素的大区间内。区间修改时,需要使用**懒标记**保证效率。 |
| 78 | + |
| 79 | +- 线段树的每个节点代表一个区间; |
| 80 | +- 线段树具有唯一的根节点,代表的区间是整个统计范围,如 `[1, N]`; |
| 81 | +- 线段树的每个叶子节点代表一个长度为 1 的元区间 `[x, x]`; |
| 82 | +- 对于每个内部节点 `[l, r]`,它的左儿子是 `[l, mid]`,右儿子是 `[mid + 1, r]`, 其中 `mid = ⌊(l + r) / 2⌋` (即向下取整)。 |
| 83 | + |
75 | 84 | <!-- tabs:start -->
|
76 | 85 |
|
77 | 86 | ### **Python3**
|
78 | 87 |
|
79 | 88 | <!-- 这里可写当前语言的特殊实现逻辑 -->
|
80 | 89 |
|
81 | 90 | ```python
|
82 |
| - |
| 91 | +MOD = int(1e9 + 7) |
| 92 | + |
| 93 | + |
| 94 | +class Node: |
| 95 | + def __init__(self, l, r): |
| 96 | + self.left = None |
| 97 | + self.right = None |
| 98 | + self.l = l |
| 99 | + self.r = r |
| 100 | + self.mid = (l + r) >> 1 |
| 101 | + self.v = 0 |
| 102 | + self.add = 0 |
| 103 | + |
| 104 | + |
| 105 | +class SegmentTree: |
| 106 | + def __init__(self, n): |
| 107 | + self.root = Node(1, n) |
| 108 | + |
| 109 | + def modify(self, l, r, v, node=None): |
| 110 | + if l > r: |
| 111 | + return |
| 112 | + if node is None: |
| 113 | + node = self.root |
| 114 | + if node.l >= l and node.r <= r: |
| 115 | + node.v = (node.v + (node.r - node.l + 1) * v) % MOD |
| 116 | + node.add += v |
| 117 | + return |
| 118 | + self.pushdown(node) |
| 119 | + if l <= node.mid: |
| 120 | + self.modify(l, r, v, node.left) |
| 121 | + if r > node.mid: |
| 122 | + self.modify(l, r, v, node.right) |
| 123 | + self.pushup(node) |
| 124 | + |
| 125 | + def query(self, l, r, node=None): |
| 126 | + if l > r: |
| 127 | + return 0 |
| 128 | + if node is None: |
| 129 | + node = self.root |
| 130 | + if node.l >= l and node.r <= r: |
| 131 | + return node.v |
| 132 | + self.pushdown(node) |
| 133 | + v = 0 |
| 134 | + if l <= node.mid: |
| 135 | + v += self.query(l, r, node.left) |
| 136 | + if r > node.mid: |
| 137 | + v += self.query(l, r, node.right) |
| 138 | + return v % MOD |
| 139 | + |
| 140 | + def pushup(self, node): |
| 141 | + node.v = (node.left.v + node.right.v) % MOD |
| 142 | + |
| 143 | + def pushdown(self, node): |
| 144 | + if node.left is None: |
| 145 | + node.left = Node(node.l, node.mid) |
| 146 | + if node.right is None: |
| 147 | + node.right = Node(node.mid + 1, node.r) |
| 148 | + if node.add: |
| 149 | + left, right = node.left, node.right |
| 150 | + left.v = (left.v + (left.r - left.l + 1) * node.add) % MOD |
| 151 | + right.v = (right.v + (right.r - right.l + 1) * node.add) % MOD |
| 152 | + left.add += node.add |
| 153 | + right.add += node.add |
| 154 | + node.add = 0 |
| 155 | + |
| 156 | + |
| 157 | +class Solution: |
| 158 | + def bonus(self, n: int, leadership: List[List[int]], operations: List[List[int]]) -> List[int]: |
| 159 | + def dfs(u): |
| 160 | + nonlocal idx |
| 161 | + begin[u] = idx |
| 162 | + for v in g[u]: |
| 163 | + dfs(v) |
| 164 | + end[u] = idx |
| 165 | + idx += 1 |
| 166 | + |
| 167 | + g = defaultdict(list) |
| 168 | + for a, b in leadership: |
| 169 | + g[a].append(b) |
| 170 | + begin = [0] * (n + 1) |
| 171 | + end = [0] * (n + 1) |
| 172 | + idx = 1 |
| 173 | + dfs(1) |
| 174 | + ans = [] |
| 175 | + tree = SegmentTree(n) |
| 176 | + for op in operations: |
| 177 | + p, v = op[:2] |
| 178 | + if p == 1: |
| 179 | + tree.modify(end[v], end[v], op[2]) |
| 180 | + elif p == 2: |
| 181 | + tree.modify(begin[v], end[v], op[2]) |
| 182 | + else: |
| 183 | + ans.append(tree.query(begin[v], end[v])) |
| 184 | + return ans |
83 | 185 | ```
|
84 | 186 |
|
85 | 187 | ### **Java**
|
86 | 188 |
|
87 | 189 | <!-- 这里可写当前语言的特殊实现逻辑 -->
|
88 | 190 |
|
89 | 191 | ```java
|
| 192 | +class Node { |
| 193 | + Node left; |
| 194 | + Node right; |
| 195 | + int l; |
| 196 | + int r; |
| 197 | + int mid; |
| 198 | + int v; |
| 199 | + int add; |
| 200 | + public Node(int l, int r) { |
| 201 | + this.l = l; |
| 202 | + this.r = r; |
| 203 | + this.mid = (l + r) >> 1; |
| 204 | + } |
| 205 | +} |
| 206 | + |
| 207 | +class SegmentTree { |
| 208 | + private Node root; |
| 209 | + private static final int MOD = (int) 1e9 + 7; |
| 210 | + |
| 211 | + public SegmentTree(int n) { |
| 212 | + root = new Node(1, n); |
| 213 | + } |
| 214 | + |
| 215 | + public void modify(int l, int r, int v) { |
| 216 | + modify(l, r, v, root); |
| 217 | + } |
| 218 | + |
| 219 | + public void modify(int l, int r, int v, Node node) { |
| 220 | + if (l > r) { |
| 221 | + return; |
| 222 | + } |
| 223 | + if (node.l >= l && node.r <= r) { |
| 224 | + node.v = (node.v + (node.r - node.l + 1) * v) % MOD; |
| 225 | + node.add += v; |
| 226 | + return; |
| 227 | + } |
| 228 | + pushdown(node); |
| 229 | + if (l <= node.mid) { |
| 230 | + modify(l, r, v, node.left); |
| 231 | + } |
| 232 | + if (r > node.mid) { |
| 233 | + modify(l, r, v, node.right); |
| 234 | + } |
| 235 | + pushup(node); |
| 236 | + } |
| 237 | + |
| 238 | + public int query(int l, int r) { |
| 239 | + return query(l, r, root); |
| 240 | + } |
| 241 | + |
| 242 | + public int query(int l, int r, Node node) { |
| 243 | + if (l > r) { |
| 244 | + return 0; |
| 245 | + } |
| 246 | + if (node.l >= l && node.r <= r) { |
| 247 | + return node.v; |
| 248 | + } |
| 249 | + pushdown(node); |
| 250 | + int v = 0; |
| 251 | + if (l <= node.mid) { |
| 252 | + v = (v + query(l, r, node.left)) % MOD; |
| 253 | + } |
| 254 | + if (r > node.mid) { |
| 255 | + v = (v + query(l, r, node.right)) % MOD; |
| 256 | + } |
| 257 | + return v; |
| 258 | + } |
| 259 | + |
| 260 | + public void pushup(Node node) { |
| 261 | + node.v = (node.left.v + node.right.v) % MOD; |
| 262 | + } |
| 263 | + |
| 264 | + public void pushdown(Node node) { |
| 265 | + if (node.left == null) { |
| 266 | + node.left = new Node(node.l, node.mid); |
| 267 | + } |
| 268 | + if (node.right == null) { |
| 269 | + node.right = new Node(node.mid + 1, node.r); |
| 270 | + } |
| 271 | + if (node.add != 0) { |
| 272 | + Node left = node.left, right = node.right; |
| 273 | + left.v = (left.v + (left.r - left.l + 1) * node.add) % MOD; |
| 274 | + right.v = (right.v + (right.r - right.l + 1) * node.add) % MOD; |
| 275 | + left.add += node.add; |
| 276 | + right.add += node.add; |
| 277 | + node.add = 0; |
| 278 | + } |
| 279 | + } |
| 280 | +} |
| 281 | + |
| 282 | +class Solution { |
| 283 | + private List<Integer>[] g; |
| 284 | + private int[] begin; |
| 285 | + private int[] end; |
| 286 | + private int idx; |
| 287 | + |
| 288 | + public int[] bonus(int n, int[][] leadership, int[][] operations) { |
| 289 | + g = new List[n + 1]; |
| 290 | + for (int i = 0; i < g.length; ++i) { |
| 291 | + g[i] = new ArrayList<>(); |
| 292 | + } |
| 293 | + for (int[] l : leadership) { |
| 294 | + int a = l[0], b = l[1]; |
| 295 | + g[a].add(b); |
| 296 | + } |
| 297 | + begin = new int[n + 1]; |
| 298 | + end = new int[n + 1]; |
| 299 | + idx = 1; |
| 300 | + dfs(1); |
| 301 | + List<Integer> ans = new ArrayList<>(); |
| 302 | + SegmentTree tree = new SegmentTree(n); |
| 303 | + for (int[] op : operations) { |
| 304 | + int p = op[0], v = op[1]; |
| 305 | + if (p == 1) { |
| 306 | + tree.modify(end[v], end[v], op[2]); |
| 307 | + } else if (p == 2) { |
| 308 | + tree.modify(begin[v], end[v], op[2]); |
| 309 | + } else { |
| 310 | + ans.add(tree.query(begin[v], end[v])); |
| 311 | + } |
| 312 | + } |
| 313 | + return ans.stream().mapToInt(Integer::intValue).toArray(); |
| 314 | + } |
| 315 | + |
| 316 | + private void dfs(int u) { |
| 317 | + begin[u] = idx; |
| 318 | + for (int v : g[u]) { |
| 319 | + dfs(v); |
| 320 | + } |
| 321 | + end[u] = idx; |
| 322 | + ++idx; |
| 323 | + } |
| 324 | +} |
| 325 | +``` |
90 | 326 |
|
| 327 | +### **C++** |
| 328 | + |
| 329 | +```cpp |
| 330 | +const int MOD = 1e9 + 7; |
| 331 | + |
| 332 | +class Node { |
| 333 | +public: |
| 334 | + Node* left; |
| 335 | + Node* right; |
| 336 | + int l; |
| 337 | + int r; |
| 338 | + int mid; |
| 339 | + int v; |
| 340 | + int add; |
| 341 | + |
| 342 | + Node(int l, int r) { |
| 343 | + this->l = l; |
| 344 | + this->r = r; |
| 345 | + this->mid = (l + r) >> 1; |
| 346 | + this->left = this->right = nullptr; |
| 347 | + v = add = 0; |
| 348 | + } |
| 349 | +}; |
| 350 | + |
| 351 | +class SegmentTree { |
| 352 | +private: |
| 353 | + Node* root; |
| 354 | + |
| 355 | +public: |
| 356 | + SegmentTree(int n) { |
| 357 | + root = new Node(1, n); |
| 358 | + } |
| 359 | + |
| 360 | + void modify(int l, int r, int v) { |
| 361 | + modify(l, r, v, root); |
| 362 | + } |
| 363 | + |
| 364 | + void modify(int l, int r,int v, Node* node) { |
| 365 | + if (l > r) return; |
| 366 | + if (node->l >= l && node->r <= r) |
| 367 | + { |
| 368 | + node->v = (node->v + (node->r - node->l + 1) * v) % MOD; |
| 369 | + node->add += v; |
| 370 | + return; |
| 371 | + } |
| 372 | + pushdown(node); |
| 373 | + if (l <= node->mid) modify(l, r, v, node->left); |
| 374 | + if (r > node->mid) modify(l, r, v, node->right); |
| 375 | + pushup(node); |
| 376 | + } |
| 377 | + |
| 378 | + int query(int l, int r) { |
| 379 | + return query(l, r, root); |
| 380 | + } |
| 381 | + |
| 382 | + int query(int l, int r, Node* node) { |
| 383 | + if (l > r) return 0; |
| 384 | + if (node->l >= l && node-> r <= r) return node->v; |
| 385 | + pushdown(node); |
| 386 | + int v = 0; |
| 387 | + if (l <= node->mid) v += query(l, r, node->left); |
| 388 | + if (r > node->mid) v += query(l, r, node->right); |
| 389 | + return v % MOD; |
| 390 | + } |
| 391 | + |
| 392 | + void pushup(Node* node) { |
| 393 | + node->v = (node->left->v + node->right->v) % MOD; |
| 394 | + } |
| 395 | + |
| 396 | + void pushdown(Node* node) { |
| 397 | + if (!node->left) node->left = new Node(node->l, node->mid); |
| 398 | + if (!node->right) node->right = new Node(node->mid + 1, node->r); |
| 399 | + if (node->add) |
| 400 | + { |
| 401 | + Node* left = node->left; |
| 402 | + Node* right = node->right; |
| 403 | + left->v = (left->v + (left->r - left->l + 1) * node->add) % MOD; |
| 404 | + right->v = (right->v + (right->r - right->l + 1) * node->add) % MOD; |
| 405 | + left->add += node->add; |
| 406 | + right->add += node->add; |
| 407 | + node->add = 0; |
| 408 | + } |
| 409 | + } |
| 410 | +}; |
| 411 | + |
| 412 | +class Solution { |
| 413 | +public: |
| 414 | + int idx; |
| 415 | + |
| 416 | + vector<int> bonus(int n, vector<vector<int>>& leadership, vector<vector<int>>& operations) { |
| 417 | + vector<vector<int>> g(n + 1); |
| 418 | + for (auto& l : leadership) |
| 419 | + { |
| 420 | + int a = l[0], b = l[1]; |
| 421 | + g[a].push_back(b); |
| 422 | + } |
| 423 | + vector<int> begin(n + 1); |
| 424 | + vector<int> end(n + 1); |
| 425 | + idx = 1; |
| 426 | + dfs(1, begin, end, g); |
| 427 | + vector<int> ans; |
| 428 | + SegmentTree* tree = new SegmentTree(n); |
| 429 | + for (auto& op : operations) |
| 430 | + { |
| 431 | + int p = op[0], v = op[1]; |
| 432 | + if (p == 1) tree->modify(end[v], end[v], op[2]); |
| 433 | + else if (p == 2) tree->modify(begin[v], end[v], op[2]); |
| 434 | + else ans.push_back(tree->query(begin[v], end[v])); |
| 435 | + } |
| 436 | + return ans; |
| 437 | + } |
| 438 | + |
| 439 | + void dfs(int u, vector<int>& begin, vector<int>& end, vector<vector<int>>& g) { |
| 440 | + begin[u] = idx; |
| 441 | + for (int v : g[u]) dfs(v, begin, end, g); |
| 442 | + end[u] = idx; |
| 443 | + ++idx; |
| 444 | + } |
| 445 | +}; |
91 | 446 | ```
|
92 | 447 |
|
93 | 448 | ### **...**
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