// File: top_k.go // Created Time: 2023-06-24 // Author: Reanon (793584285@qq.com) package chapter_heap import "container/heap" type minHeap []any func (h *minHeap) Len() int { return len(*h) } func (h *minHeap) Less(i, j int) bool { return (*h)[i].(int) < (*h)[j].(int) } func (h *minHeap) Swap(i, j int) { (*h)[i], (*h)[j] = (*h)[j], (*h)[i] } // Push method for heap.Interface, to push elements into the heap func (h *minHeap) Push(x any) { *h = append(*h, x.(int)) } // Pop method for heap.Interface, to pop the top element of the heap func (h *minHeap) Pop() any { // Element to be popped is placed at the end last := (*h)[len(*h)-1] *h = (*h)[:len(*h)-1] return last } // Top retrieves the top element of the heap func (h *minHeap) Top() any { return (*h)[0] } /* Using heap to find the largest k elements in an array */ func topKHeap(nums []int, k int) *minHeap { // Initialize min-heap h := &minHeap{} heap.Init(h) // Enter the first k elements of the array into the heap for i := 0; i < k; i++ { heap.Push(h, nums[i]) } // From the k+1th element, keep the heap length as k for i := k; i < len(nums); i++ { // If the current element is larger than the heap top element, remove the heap top element and enter the current element into the heap if nums[i] > h.Top().(int) { heap.Pop(h) heap.Push(h, nums[i]) } } return h }