From c37f0981f0056ee506938682066b7af479915394 Mon Sep 17 00:00:00 2001 From: Justin Tse Date: Sat, 28 Oct 2023 14:27:52 +0800 Subject: [PATCH] feat: refactor top_k.ts (#899) --- codes/typescript/chapter_heap/my_heap.ts | 56 ++++++++++++------------ codes/typescript/chapter_heap/top_k.ts | 50 +++++++++++++++------ 2 files changed, 66 insertions(+), 40 deletions(-) diff --git a/codes/typescript/chapter_heap/my_heap.ts b/codes/typescript/chapter_heap/my_heap.ts index 0bf45d154..873e5799d 100644 --- a/codes/typescript/chapter_heap/my_heap.ts +++ b/codes/typescript/chapter_heap/my_heap.ts @@ -122,32 +122,34 @@ class MaxHeap { } /* Driver Code */ -/* 初始化大顶堆 */ -const maxHeap = new MaxHeap([9, 8, 6, 6, 7, 5, 2, 1, 4, 3, 6, 2]); -console.log('\n输入列表并建堆后'); -maxHeap.print(); - -/* 获取堆顶元素 */ -let peek = maxHeap.peek(); -console.log(`\n堆顶元素为 ${peek}`); - -/* 元素入堆 */ -const val = 7; -maxHeap.push(val); -console.log(`\n元素 ${val} 入堆后`); -maxHeap.print(); - -/* 堆顶元素出堆 */ -peek = maxHeap.pop(); -console.log(`\n堆顶元素 ${peek} 出堆后`); -maxHeap.print(); - -/* 获取堆大小 */ -const size = maxHeap.size(); -console.log(`\n堆元素数量为 ${size}`); - -/* 判断堆是否为空 */ -const isEmpty = maxHeap.isEmpty(); -console.log(`\n堆是否为空 ${isEmpty}`); +if (require.main === module) { + /* 初始化大顶堆 */ + const maxHeap = new MaxHeap([9, 8, 6, 6, 7, 5, 2, 1, 4, 3, 6, 2]); + console.log('\n输入列表并建堆后'); + maxHeap.print(); + + /* 获取堆顶元素 */ + let peek = maxHeap.peek(); + console.log(`\n堆顶元素为 ${peek}`); + + /* 元素入堆 */ + const val = 7; + maxHeap.push(val); + console.log(`\n元素 ${val} 入堆后`); + maxHeap.print(); + + /* 堆顶元素出堆 */ + peek = maxHeap.pop(); + console.log(`\n堆顶元素 ${peek} 出堆后`); + maxHeap.print(); + + /* 获取堆大小 */ + const size = maxHeap.size(); + console.log(`\n堆元素数量为 ${size}`); + + /* 判断堆是否为空 */ + const isEmpty = maxHeap.isEmpty(); + console.log(`\n堆是否为空 ${isEmpty}`); +} export { MaxHeap }; diff --git a/codes/typescript/chapter_heap/top_k.ts b/codes/typescript/chapter_heap/top_k.ts index 28fda1108..a06f008f0 100644 --- a/codes/typescript/chapter_heap/top_k.ts +++ b/codes/typescript/chapter_heap/top_k.ts @@ -6,25 +6,49 @@ import { MaxHeap } from './my_heap'; +/* 元素入堆 */ +function pushMinHeap(maxHeap: MaxHeap, val: number): void { + // 元素取反 + maxHeap.push(-val); +} + +/* 元素出堆 */ +function popMinHeap(maxHeap: MaxHeap): number { + // 元素取反 + return -maxHeap.pop(); +} + +/* 访问堆顶元素 */ +function peekMinHeap(maxHeap: MaxHeap): number { + // 元素取反 + return -maxHeap.peek(); +} + +/* 取出堆中元素 */ +function getMinHeap(maxHeap: MaxHeap): number[] { + // 元素取反 + return maxHeap.getMaxHeap().map((num: number) => -num); +} + /* 基于堆查找数组中最大的 k 个元素 */ function topKHeap(nums: number[], k: number): number[] { - // 将堆中所有元素取反,从而用大顶堆来模拟小顶堆 - const invertedNums = nums.map((num) => -num); + // 初始化小顶堆 + // 请注意:我们将堆中所有元素取反,从而用大顶堆来模拟小顶堆 + const maxHeap = new MaxHeap([]); // 将数组的前 k 个元素入堆 - const heap = new MaxHeap(invertedNums.slice(0, k)); + for (let i = 0; i < k; i++) { + pushMinHeap(maxHeap, nums[i]); + } // 从第 k+1 个元素开始,保持堆的长度为 k - for (let i = k; i < invertedNums.length; i++) { - // 若当前元素小于堆顶元素,则将堆顶元素出堆、当前元素入堆 - if (invertedNums[i] < heap.peek()) { - heap.pop(); - heap.push(invertedNums[i]); + for (let i = k; i < nums.length; i++) { + // 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 + if (nums[i] > peekMinHeap(maxHeap)) { + popMinHeap(maxHeap); + pushMinHeap(maxHeap, nums[i]); } } - // 取出堆中元素 - const maxHeap = heap.getMaxHeap(); - // 对堆中元素取相反数 - const invertedMaxHeap = maxHeap.map((num) => -num); - return invertedMaxHeap; + // 返回堆中元素 + return getMinHeap(maxHeap); } /* Driver Code */