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161 lines
4.3 KiB
C#
161 lines
4.3 KiB
C#
/**
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* File: my_heap.cs
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* Created Time: 2023-02-06
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* Author: zjkung1123 (zjkung1123@gmail.com)
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*/
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namespace hello_algo.chapter_heap;
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/* Max heap */
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class MaxHeap {
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// Use list instead of array, no need to consider capacity expansion
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List<int> maxHeap;
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/* Constructor, build empty heap */
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public MaxHeap() {
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maxHeap = [];
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}
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/* Constructor, build heap from input list */
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public MaxHeap(IEnumerable<int> nums) {
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// Add list elements to heap as is
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maxHeap = new List<int>(nums);
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// Heapify all nodes except leaf nodes
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var size = Parent(this.Size() - 1);
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for (int i = size; i >= 0; i--) {
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SiftDown(i);
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}
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}
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/* Get index of left child node */
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int Left(int i) {
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return 2 * i + 1;
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}
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/* Get index of right child node */
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int Right(int i) {
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return 2 * i + 2;
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}
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/* Get index of parent node */
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int Parent(int i) {
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return (i - 1) / 2; // Floor division
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}
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/* Access top element */
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public int Peek() {
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return maxHeap[0];
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}
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/* Element enters heap */
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public void Push(int val) {
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// Add node
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maxHeap.Add(val);
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// Heapify from bottom to top
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SiftUp(Size() - 1);
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}
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/* Get heap size */
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public int Size() {
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return maxHeap.Count;
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}
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/* Check if heap is empty */
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public bool IsEmpty() {
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return Size() == 0;
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}
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/* Starting from node i, heapify from bottom to top */
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void SiftUp(int i) {
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while (true) {
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// Get parent node of node i
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int p = Parent(i);
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// If 'past root node' or 'node needs no repair', end heapify
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if (p < 0 || maxHeap[i] <= maxHeap[p])
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break;
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// Swap two nodes
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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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public int Pop() {
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// Handle empty case
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if (IsEmpty())
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throw new IndexOutOfRangeException();
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// Delete node
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Swap(0, Size() - 1);
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// Remove node
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int val = maxHeap.Last();
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maxHeap.RemoveAt(Size() - 1);
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// Return top element
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SiftDown(0);
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// Return heap top element
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return val;
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}
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/* Starting from node i, heapify from top to bottom */
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void SiftDown(int i) {
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while (true) {
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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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int l = Left(i), r = Right(i), ma = i;
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if (l < Size() && maxHeap[l] > maxHeap[ma])
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ma = l;
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if (r < Size() && maxHeap[r] > maxHeap[ma])
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ma = r;
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// If 'node i is largest' or 'past leaf node', end heapify
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if (ma == i) break;
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// Swap two nodes
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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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/* Swap elements */
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void Swap(int i, int p) {
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(maxHeap[i], maxHeap[p]) = (maxHeap[p], maxHeap[i]);
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}
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/* Driver Code */
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public void Print() {
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var queue = new Queue<int>(maxHeap);
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PrintUtil.PrintHeap(queue);
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}
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}
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public class my_heap {
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[Test]
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public void Test() {
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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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MaxHeap maxHeap = new([9, 8, 6, 6, 7, 5, 2, 1, 4, 3, 6, 2]);
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Console.WriteLine("\nAfter inputting list and building heap");
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maxHeap.Print();
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/* Check if heap is empty */
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int peek = maxHeap.Peek();
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Console.WriteLine($"Heap top element is {peek}");
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/* Element enters heap */
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int val = 7;
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maxHeap.Push(val);
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Console.WriteLine($"After element {val} pushes to heap");
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maxHeap.Print();
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/* Time complexity is O(n), not O(nlogn) */
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peek = maxHeap.Pop();
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Console.WriteLine($"After heap top element {peek} pops from heap");
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maxHeap.Print();
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/* Get heap size */
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int size = maxHeap.Size();
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Console.WriteLine($"Heap size is {size}");
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/* Check if heap is empty */
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bool isEmpty = maxHeap.IsEmpty();
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Console.WriteLine($"Is heap empty {isEmpty}");
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}
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}
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