|
| 1 | +--- |
| 2 | +comments: true |
| 3 | +difficulty: 中等 |
| 4 | +edit_url: https://github.com/doocs/leetcode/edit/main/solution/3900-3999/3907.Count%20Smaller%20Elements%20With%20Opposite%20Parity/README.md |
| 5 | +--- |
| 6 | + |
| 7 | +<!-- problem:start --> |
| 8 | + |
| 9 | +# [3907. Count Smaller Elements With Opposite Parity 🔒](https://leetcode.cn/problems/count-smaller-elements-with-opposite-parity) |
| 10 | + |
| 11 | +[English Version](/solution/3900-3999/3907.Count%20Smaller%20Elements%20With%20Opposite%20Parity/README_EN.md) |
| 12 | + |
| 13 | +## 题目描述 |
| 14 | + |
| 15 | +<!-- description:start --> |
| 16 | + |
| 17 | +<p>You are given an integer array <code>nums</code> of length <code>n</code>.</p> |
| 18 | + |
| 19 | +<p>The <strong>score</strong> of an index <code>i</code> is defined as the number of indices <code>j</code> such that:</p> |
| 20 | + |
| 21 | +<ul> |
| 22 | + <li><code>i < j < n</code></li> |
| 23 | + <li><code>nums[j] < nums[i]</code></li> |
| 24 | + <li><code>nums[i]</code> and <code>nums[j]</code> have different parity (one is even and the other is odd).</li> |
| 25 | +</ul> |
| 26 | + |
| 27 | +<p>Return an integer array <code>answer</code> of length <code>n</code>, where <code>answer[i]</code> is the score of index <code>i</code>.</p> |
| 28 | + |
| 29 | +<p> </p> |
| 30 | +<p><strong class="example">Example 1:</strong></p> |
| 31 | + |
| 32 | +<div class="example-block"> |
| 33 | +<p><strong>Input:</strong> <span class="example-io">nums = [5,2,4,1,3]</span></p> |
| 34 | + |
| 35 | +<p><strong>Output:</strong> <span class="example-io">[2,1,2,0,0]</span></p> |
| 36 | + |
| 37 | +<p><strong>Explanation:</strong></p> |
| 38 | + |
| 39 | +<ul> |
| 40 | + <li>For <code>i = 0</code>, the elements <code>nums[1] = 2</code> and <code>nums[2] = 4</code> are smaller and have different parity.</li> |
| 41 | + <li>For <code>i = 1</code>, the element <code>nums[3] = 1</code> is smaller and has different parity.</li> |
| 42 | + <li>For <code>i = 2</code>, the elements <code>nums[3] = 1</code> and <code>nums[4] = 3</code> are smaller and have different parity.</li> |
| 43 | + <li>No valid elements exist for the remaining indices.</li> |
| 44 | +</ul> |
| 45 | + |
| 46 | +<p>Thus, the <code>answer = [2, 1, 2, 0, 0]</code>.</p> |
| 47 | +</div> |
| 48 | + |
| 49 | +<p><strong class="example">Example 2:</strong></p> |
| 50 | + |
| 51 | +<div class="example-block"> |
| 52 | +<p><strong>Input:</strong> <span class="example-io">nums = [4,4,1]</span></p> |
| 53 | + |
| 54 | +<p><strong>Output:</strong> <span class="example-io">[1,1,0]</span></p> |
| 55 | + |
| 56 | +<p><strong>Explanation:</strong></p> |
| 57 | + |
| 58 | +<p>For <code>i = 0</code> and <code>i = 1</code>, the element <code>nums[2] = 1</code> is smaller and has different parity. Thus, the <code>answer = [1, 1, 0]</code>.</p> |
| 59 | +</div> |
| 60 | + |
| 61 | +<p><strong class="example">Example 3:</strong></p> |
| 62 | + |
| 63 | +<div class="example-block"> |
| 64 | +<p><strong>Input:</strong> <span class="example-io">nums = [7]</span></p> |
| 65 | + |
| 66 | +<p><strong>Output:</strong> <span class="example-io">[0]</span></p> |
| 67 | + |
| 68 | +<p><strong>Explanation:</strong></p> |
| 69 | + |
| 70 | +<p>No elements exist to the right of index 0, so its score is 0. Thus, the <code>answer = [0]</code>.</p> |
| 71 | +</div> |
| 72 | + |
| 73 | +<p> </p> |
| 74 | +<p><strong>Constraints:</strong></p> |
| 75 | + |
| 76 | +<ul> |
| 77 | + <li><code>1 <= nums.length <= 10<sup>5</sup></code></li> |
| 78 | + <li><code>1 <= nums[i] <= 10<sup>9</sup></code></li> |
| 79 | +</ul> |
| 80 | + |
| 81 | +<!-- description:end --> |
| 82 | + |
| 83 | +## 解法 |
| 84 | + |
| 85 | +<!-- solution:start --> |
| 86 | + |
| 87 | +### 方法一:有序列表或树状数组 |
| 88 | + |
| 89 | +我们可以使用两个有序列表(或树状数组)分别维护偶数和奇数的元素。对于每个元素,我们查询另一个列表中比它小的元素的数量,并将当前元素添加到对应的列表中。 |
| 90 | + |
| 91 | +时间复杂度 $O(n \times \log n)$,空间复杂度 $O(n)$。其中 $n$ 是数组的长度。 |
| 92 | + |
| 93 | +<!-- tabs:start --> |
| 94 | + |
| 95 | +#### Python3 |
| 96 | + |
| 97 | +```python |
| 98 | +class Solution: |
| 99 | + def countSmallerOppositeParity(self, nums: list[int]) -> list[int]: |
| 100 | + n = len(nums) |
| 101 | + ans = [0] * n |
| 102 | + sl = [SortedList(), SortedList()] |
| 103 | + for i in range(n - 1, -1, -1): |
| 104 | + ans[i] = sl[nums[i] & 1 ^ 1].bisect_left(nums[i]) |
| 105 | + sl[nums[i] & 1].add(nums[i]) |
| 106 | + return ans |
| 107 | +``` |
| 108 | + |
| 109 | +#### Java |
| 110 | + |
| 111 | +```java |
| 112 | +class BinaryIndexedTree { |
| 113 | + int n; |
| 114 | + int[] c; |
| 115 | + |
| 116 | + BinaryIndexedTree(int n) { |
| 117 | + this.n = n; |
| 118 | + this.c = new int[n + 1]; |
| 119 | + } |
| 120 | + |
| 121 | + void update(int x, int delta) { |
| 122 | + while (x <= n) { |
| 123 | + c[x] += delta; |
| 124 | + x += x & -x; |
| 125 | + } |
| 126 | + } |
| 127 | + |
| 128 | + int query(int x) { |
| 129 | + int s = 0; |
| 130 | + while (x > 0) { |
| 131 | + s += c[x]; |
| 132 | + x -= x & -x; |
| 133 | + } |
| 134 | + return s; |
| 135 | + } |
| 136 | +} |
| 137 | + |
| 138 | +class Solution { |
| 139 | + public int[] countSmallerOppositeParity(int[] nums) { |
| 140 | + int n = nums.length; |
| 141 | + int[] sorted = nums.clone(); |
| 142 | + Arrays.sort(sorted); |
| 143 | + int m = 0; |
| 144 | + for (int i = 0; i < n; i++) { |
| 145 | + if (i == 0 || sorted[i] != sorted[i - 1]) { |
| 146 | + sorted[m++] = sorted[i]; |
| 147 | + } |
| 148 | + } |
| 149 | + BinaryIndexedTree[] bit = {new BinaryIndexedTree(m), new BinaryIndexedTree(m)}; |
| 150 | + int[] ans = new int[n]; |
| 151 | + for (int i = n - 1; i >= 0; --i) { |
| 152 | + int x = Arrays.binarySearch(sorted, 0, m, nums[i]) + 1; |
| 153 | + ans[i] = bit[nums[i] & 1 ^ 1].query(x - 1); |
| 154 | + bit[nums[i] & 1].update(x, 1); |
| 155 | + } |
| 156 | + return ans; |
| 157 | + } |
| 158 | +} |
| 159 | +``` |
| 160 | + |
| 161 | +#### C++ |
| 162 | + |
| 163 | +```cpp |
| 164 | +struct BIT { |
| 165 | + int n; |
| 166 | + vector<int> c; |
| 167 | + BIT(int n) |
| 168 | + : n(n) |
| 169 | + , c(n + 1, 0) {} |
| 170 | + void update(int x, int delta) { |
| 171 | + for (; x <= n; x += x & -x) c[x] += delta; |
| 172 | + } |
| 173 | + int query(int x) { |
| 174 | + int s = 0; |
| 175 | + for (; x > 0; x -= x & -x) s += c[x]; |
| 176 | + return s; |
| 177 | + } |
| 178 | +}; |
| 179 | + |
| 180 | +class Solution { |
| 181 | +public: |
| 182 | + vector<int> countSmallerOppositeParity(vector<int>& nums) { |
| 183 | + int n = nums.size(); |
| 184 | + vector<int> sorted = nums; |
| 185 | + sort(sorted.begin(), sorted.end()); |
| 186 | + sorted.erase(unique(sorted.begin(), sorted.end()), sorted.end()); |
| 187 | + |
| 188 | + int m = sorted.size(); |
| 189 | + BIT* bits[2] = {new BIT(m), new BIT(m)}; |
| 190 | + vector<int> ans(n); |
| 191 | + |
| 192 | + for (int i = n - 1; i >= 0; --i) { |
| 193 | + int x = lower_bound(sorted.begin(), sorted.end(), nums[i]) - sorted.begin() + 1; |
| 194 | + ans[i] = bits[nums[i] & 1 ^ 1]->query(x - 1); |
| 195 | + bits[nums[i] & 1]->update(x, 1); |
| 196 | + } |
| 197 | + return ans; |
| 198 | + } |
| 199 | +}; |
| 200 | +``` |
| 201 | + |
| 202 | +#### Go |
| 203 | + |
| 204 | +```go |
| 205 | +type BIT struct { |
| 206 | + n int |
| 207 | + c []int |
| 208 | +} |
| 209 | + |
| 210 | +func newBIT(n int) *BIT { |
| 211 | + return &BIT{n: n, c: make([]int, n+1)} |
| 212 | +} |
| 213 | + |
| 214 | +func (b *BIT) update(x, delta int) { |
| 215 | + for ; x <= b.n; x += x & -x { |
| 216 | + b.c[x] += delta |
| 217 | + } |
| 218 | +} |
| 219 | + |
| 220 | +func (b *BIT) query(x int) int { |
| 221 | + s := 0 |
| 222 | + for ; x > 0; x -= x & -x { |
| 223 | + s += b.c[x] |
| 224 | + } |
| 225 | + return s |
| 226 | +} |
| 227 | + |
| 228 | +func countSmallerOppositeParity(nums []int) []int { |
| 229 | + n := len(nums) |
| 230 | + sorted := make([]int, n) |
| 231 | + copy(sorted, nums) |
| 232 | + sort.Ints(sorted) |
| 233 | + |
| 234 | + m := 0 |
| 235 | + if n > 0 { |
| 236 | + m = 1 |
| 237 | + for i := 1; i < n; i++ { |
| 238 | + if sorted[i] != sorted[i-1] { |
| 239 | + sorted[m] = sorted[i] |
| 240 | + m++ |
| 241 | + } |
| 242 | + } |
| 243 | + sorted = sorted[:m] |
| 244 | + } |
| 245 | + |
| 246 | + bits := []*BIT{newBIT(m), newBIT(m)} |
| 247 | + ans := make([]int, n) |
| 248 | + |
| 249 | + for i := n - 1; i >= 0; i-- { |
| 250 | + x := sort.SearchInts(sorted, nums[i]) + 1 |
| 251 | + ans[i] = bits[nums[i]&1^1].query(x - 1) |
| 252 | + bits[nums[i]&1].update(x, 1) |
| 253 | + } |
| 254 | + return ans |
| 255 | +} |
| 256 | +``` |
| 257 | + |
| 258 | +#### TypeScript |
| 259 | + |
| 260 | +```ts |
| 261 | +class BIT { |
| 262 | + private c: Int32Array; |
| 263 | + constructor(private n: number) { |
| 264 | + this.c = new Int32Array(n + 1); |
| 265 | + } |
| 266 | + update(x: number, delta: number) { |
| 267 | + for (; x <= this.n; x += x & -x) this.c[x] += delta; |
| 268 | + } |
| 269 | + query(x: number): number { |
| 270 | + let s = 0; |
| 271 | + for (; x > 0; x -= x & -x) s += this.c[x]; |
| 272 | + return s; |
| 273 | + } |
| 274 | +} |
| 275 | + |
| 276 | +function countSmallerOppositeParity(nums: number[]): number[] { |
| 277 | + const n = nums.length; |
| 278 | + const sorted = _.sortedUniq(_.sortBy(nums)); |
| 279 | + const m = sorted.length; |
| 280 | + |
| 281 | + const bits = [new BIT(m), new BIT(m)]; |
| 282 | + const ans = new Array(n); |
| 283 | + |
| 284 | + for (let i = n - 1; i >= 0; i--) { |
| 285 | + const rank = _.sortedIndex(sorted, nums[i]) + 1; |
| 286 | + ans[i] = bits[(nums[i] & 1) ^ 1].query(rank - 1); |
| 287 | + bits[nums[i] & 1].update(rank, 1); |
| 288 | + } |
| 289 | + return ans; |
| 290 | +} |
| 291 | +``` |
| 292 | + |
| 293 | +<!-- tabs:end --> |
| 294 | + |
| 295 | +<!-- solution:end --> |
| 296 | + |
| 297 | +<!-- problem:end --> |
0 commit comments