Add JavaScript and TypeScript code of top_k and update some code style (#686)

* Update JS and TS code style

* Add JavaScript and TypeScript code of top_k

* Update top_k.ts

* Apply suggestions from code review

Co-authored-by: Justin Tse <xiefahit@gmail.com>

* Apply suggestions from code review

Co-authored-by: Justin Tse <xiefahit@gmail.com>

---------

Co-authored-by: Yudong Jin <krahets@163.com>
This commit is contained in:
Justin Tse
2023-08-17 05:00:35 +08:00
committed by GitHub
parent 4c75c204f3
commit 5d7e0a59b1
11 changed files with 94 additions and 9 deletions

View File

@ -115,6 +115,11 @@ class MaxHeap {
print() {
printHeap(this.#maxHeap);
}
/* 取出堆中元素 */
getMaxHeap() {
return this.#maxHeap;
}
}
/* Driver Code */
@ -145,3 +150,8 @@ console.log(`\n堆元素数量为 ${size}`);
/* 判断堆是否为空 */
let isEmpty = maxHeap.isEmpty();
console.log(`\n堆是否为空 ${isEmpty}`);
module.exports = {
MaxHeap,
};

View File

@ -0,0 +1,34 @@
/**
* File: top_k.js
* Created Time: 2023-08-13
* Author: Justin (xiefahit@gmail.com)
*/
const { MaxHeap } = require('./my_heap');
/* 基于堆查找数组中最大的 k 个元素 */
function top_k_heap(nums, k) {
// 使用大顶堆 MaxHeap对数组 nums 取相反数
const invertedNums = nums.map(num => -num);
// 将数组的前 k 个元素入堆
const heap = new MaxHeap(invertedNums.slice(0, k));
// 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]);
}
}
// 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;
}
/* Driver Code */
const nums = [1, 7, 6, 3, 2];
const k = 3;
const res = top_k_heap(nums, k);
console.log(`最大的 ${k} 个元素为`, res);