hello-algo/en/codes/rust/chapter_heap/top_k.rs

40 lines
1.2 KiB
Rust

/*
* File: top_k.rs
* Created Time: 2023-07-16
* Author: night-cruise (2586447362@qq.com)
*/
include!("../include/include.rs");
use std::cmp::Reverse;
use std::collections::BinaryHeap;
/* Using heap to find the largest k elements in an array */
fn top_k_heap(nums: Vec<i32>, k: usize) -> BinaryHeap<Reverse<i32>> {
// BinaryHeap is a max-heap, use Reverse to invert the elements, thus implementing a min-heap
let mut heap = BinaryHeap::<Reverse<i32>>::new();
// Enter the first k elements of the array into the heap
for &num in nums.iter().take(k) {
heap.push(Reverse(num));
}
// From the k+1th element, keep the heap length as k
for &num in nums.iter().skip(k) {
// 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 num > heap.peek().unwrap().0 {
heap.pop();
heap.push(Reverse(num));
}
}
heap
}
/* Driver Code */
fn main() {
let nums = vec![1, 7, 6, 3, 2];
let k = 3;
let res = top_k_heap(nums, k);
println!("The largest {} elements are", k);
print_util::print_heap(res.into_iter().map(|item| item.0).collect());
}