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156 lines
4.0 KiB
C++
156 lines
4.0 KiB
C++
/**
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* File: my_heap.cpp
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* Created Time: 2023-02-04
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* Author: LoneRanger (836253168@qq.com), what-is-me (whatisme@outlook.jp)
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*/
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#include "../utils/common.hpp"
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/* Max heap */
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class MaxHeap {
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private:
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// Use dynamic array to avoid expansion issues
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vector<int> maxHeap;
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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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/* 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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// When "crossing 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(maxHeap[i], maxHeap[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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/* 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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// Swap two nodes
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if (ma == i)
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break;
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swap(maxHeap[i], maxHeap[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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public:
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/* Constructor, build heap based on input list */
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MaxHeap(vector<int> nums) {
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// Add list elements to heap as is
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maxHeap = nums;
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// Heapify all nodes except leaf nodes
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for (int i = parent(size() - 1); i >= 0; i--) {
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siftDown(i);
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}
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}
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/* Get heap size */
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int size() {
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return maxHeap.size();
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}
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/* Check if heap is empty */
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bool isEmpty() {
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return size() == 0;
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}
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/* Access top element */
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int peek() {
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return maxHeap[0];
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}
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/* Element enters heap */
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void push(int val) {
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// Add node
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maxHeap.push_back(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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/* Element exits heap */
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void pop() {
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// Handle empty case
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if (isEmpty()) {
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throw out_of_range("Heap is empty");
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}
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// Delete node
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swap(maxHeap[0], maxHeap[size() - 1]);
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// Remove node
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maxHeap.pop_back();
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// Return top element
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siftDown(0);
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}
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/* Driver Code*/
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void print() {
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cout << "Heap array representation:";
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printVector(maxHeap);
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cout << "Heap tree representation:" << endl;
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TreeNode *root = vectorToTree(maxHeap);
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printTree(root);
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freeMemoryTree(root);
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}
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};
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/* Driver Code */
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int 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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vector<int> vec{9, 8, 6, 6, 7, 5, 2, 1, 4, 3, 6, 2};
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MaxHeap maxHeap(vec);
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cout << "\nAfter inputting list and building heap" << endl;
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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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cout << "\nHeap top element is " << peek << endl;
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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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cout << "\nAfter element " << val << " pushes to heap" << endl;
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maxHeap.print();
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/* Time complexity is O(n), not O(nlogn) */
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peek = maxHeap.peek();
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maxHeap.pop();
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cout << "\nAfter heap top element " << peek << " pops from heap" << endl;
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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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cout << "\nHeap size is " << size << endl;
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/* Check if heap is empty */
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bool isEmpty = maxHeap.isEmpty();
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cout << "\nIs heap empty " << isEmpty << endl;
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return 0;
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}
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