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166 lines
4.3 KiB
Rust
166 lines
4.3 KiB
Rust
/*
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* File: my_heap.rs
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* Created Time: 2023-07-16
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* Author: night-cruise (2586447362@qq.com)
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*/
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use hello_algo_rust::include::print_util;
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/* Max heap */
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struct MaxHeap {
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// Use vector instead of array to avoid capacity concerns
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max_heap: Vec<i32>,
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}
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impl MaxHeap {
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/* Constructor, build heap based on input list */
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fn new(nums: Vec<i32>) -> Self {
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// Add list elements to heap as is
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let mut heap = MaxHeap { max_heap: nums };
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// Heapify all nodes except leaf nodes
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for i in (0..=Self::parent(heap.size() - 1)).rev() {
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heap.sift_down(i);
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}
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heap
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}
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/* Get index of left child node */
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fn left(i: usize) -> usize {
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2 * i + 1
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}
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/* Get index of right child node */
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fn right(i: usize) -> usize {
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2 * i + 2
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}
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/* Get index of parent node */
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fn parent(i: usize) -> usize {
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(i - 1) / 2 // Floor division
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}
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/* Swap elements */
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fn swap(&mut self, i: usize, j: usize) {
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self.max_heap.swap(i, j);
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}
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/* Get heap size */
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fn size(&self) -> usize {
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self.max_heap.len()
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}
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/* Check if heap is empty */
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fn is_empty(&self) -> bool {
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self.max_heap.is_empty()
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}
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/* Access top element */
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fn peek(&self) -> Option<i32> {
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self.max_heap.first().copied()
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}
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/* Element enters heap */
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fn push(&mut self, val: i32) {
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// Add node
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self.max_heap.push(val);
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// Heapify from bottom to top
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self.sift_up(self.size() - 1);
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}
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/* Starting from node i, heapify from bottom to top */
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fn sift_up(&mut self, mut i: usize) {
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loop {
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// Node i is already the heap root, end heapification
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if i == 0 {
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break;
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}
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// Get parent node of node i
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let p = Self::parent(i);
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// When "node needs no repair", end heapification
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if self.max_heap[i] <= self.max_heap[p] {
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break;
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}
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// Swap two nodes
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self.swap(i, p);
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// Loop upward heapify
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i = p;
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}
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}
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/* Element exits heap */
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fn pop(&mut self) -> i32 {
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// Handle empty case
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if self.is_empty() {
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panic!("index out of bounds");
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}
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// Delete node
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self.swap(0, self.size() - 1);
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// Remove node
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let val = self.max_heap.pop().unwrap();
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// Return top element
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self.sift_down(0);
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// Return heap top element
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val
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}
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/* Starting from node i, heapify from top to bottom */
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fn sift_down(&mut self, mut i: usize) {
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loop {
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// If node i is largest or indices l, r are out of bounds, no need to continue heapify, break
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let (l, r, mut ma) = (Self::left(i), Self::right(i), i);
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if l < self.size() && self.max_heap[l] > self.max_heap[ma] {
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ma = l;
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}
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if r < self.size() && self.max_heap[r] > self.max_heap[ma] {
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ma = r;
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}
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// Swap two nodes
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if ma == i {
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break;
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}
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// Swap two nodes
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self.swap(i, ma);
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// Loop downwards heapification
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i = ma;
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}
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}
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/* Driver Code */
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fn print(&self) {
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print_util::print_heap(self.max_heap.clone());
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}
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}
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/* Driver Code */
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fn main() {
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/* Consider negating the elements before entering the heap, which can reverse the size relationship, thus implementing max heap */
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let mut max_heap = MaxHeap::new(vec![9, 8, 6, 6, 7, 5, 2, 1, 4, 3, 6, 2]);
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println!("\nAfter inputting list and building heap");
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max_heap.print();
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/* Check if heap is empty */
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let peek = max_heap.peek();
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if let Some(peek) = peek {
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println!("\nHeap top element is {}", peek);
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}
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/* Element enters heap */
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let val = 7;
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max_heap.push(val);
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println!("\nAfter element {} pushes to heap", val);
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max_heap.print();
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/* Time complexity is O(n), not O(nlogn) */
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let peek = max_heap.pop();
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println!("\nAfter heap top element {} pops from heap", peek);
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max_heap.print();
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/* Get heap size */
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let size = max_heap.size();
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println!("\nHeap size is {}", size);
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/* Check if heap is empty */
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let is_empty = max_heap.is_empty();
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println!("\nIs heap empty {}", is_empty);
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}
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