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feat: Add the section of Top-K problem (#551)
* Add the section of Top-K problem * Update my_heap.py * Update build_heap.md * Update my_heap.py
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@@ -61,5 +61,6 @@ int main() {
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priority_queue<int, vector<int>, greater<int>> minHeap(input.begin(), input.end());
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cout << "输入列表并建立小顶堆后" << endl;
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printHeap(minHeap);
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return 0;
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}
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}
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@@ -151,4 +151,6 @@ int main() {
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/* 判断堆是否为空 */
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bool isEmpty = maxHeap.empty();
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cout << "\n堆是否为空 " << isEmpty << endl;
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return 0;
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}
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37
codes/cpp/chapter_heap/top_k.cpp
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37
codes/cpp/chapter_heap/top_k.cpp
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@@ -0,0 +1,37 @@
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/**
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* File: top_k.cpp
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* Created Time: 2023-06-12
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* Author: Krahets (krahets@163.com)
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*/
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#include "../utils/common.hpp"
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/* 基于堆查找数组中最大的 k 个元素 */
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priority_queue<int, vector<int>, greater<int>> topKHeap(vector<int> &nums, int k) {
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priority_queue<int, vector<int>, greater<int>> heap;
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// 将数组的前 k 个元素入堆
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for (int i = 0; i < k; i++) {
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heap.push(nums[i]);
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}
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// 从第 k+1 个元素开始,保持堆的长度为 k
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for (int i = k; i < nums.size(); i++) {
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// 若当前元素大于堆顶元素,则将堆顶元素出堆、当前元素入堆
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if (nums[i] > heap.top()) {
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heap.pop();
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heap.push(nums[i]);
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}
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}
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return heap;
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}
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// Driver Code
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int main() {
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vector<int> nums = {1, 7, 6, 3, 2};
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int k = 3;
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priority_queue<int, vector<int>, greater<int>> res = topKHeap(nums, k);
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cout << "最大的 " << k << " 个元素为: ";
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printHeap(res);
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return 0;
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}
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@@ -13,16 +13,6 @@
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#include <sstream>
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#include <string>
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/* Expose the underlying storage of the priority_queue container */
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template <typename T, typename S, typename C> S &Container(priority_queue<T, S, C> &pq) {
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struct HackedQueue : private priority_queue<T, S, C> {
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static S &Container(priority_queue<T, S, C> &pq) {
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return pq.*&HackedQueue::c;
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}
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};
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return HackedQueue::Container(pq);
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}
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/* Find an element in a vector */
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template <typename T> int vecFind(const vector<T> &vec, T ele) {
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int j = INT_MAX;
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@@ -217,6 +207,16 @@ template <typename TKey, typename TValue> void printHashMap(unordered_map<TKey,
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}
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}
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/* Expose the underlying storage of the priority_queue container */
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template <typename T, typename S, typename C> S &Container(priority_queue<T, S, C> &pq) {
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struct HackedQueue : private priority_queue<T, S, C> {
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static S &Container(priority_queue<T, S, C> &pq) {
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return pq.*&HackedQueue::c;
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}
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};
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return HackedQueue::Container(pq);
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}
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/* Print a Heap (PriorityQueue) */
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template <typename T, typename S, typename C> void printHeap(priority_queue<T, S, C> &heap) {
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vector<T> vec = Container(heap);
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