/** * File: my_heap.dart * Created Time: 2023-04-09 * Author: liuyuxin (gvenusleo@gmail.com) */ import '../utils/print_util.dart'; /* Max heap */ class MaxHeap { late List _maxHeap; /* Constructor, build heap based on input list */ MaxHeap(List nums) { // Add list elements to heap as is _maxHeap = nums; // Heapify all nodes except leaf nodes for (int i = _parent(size() - 1); i >= 0; i--) { siftDown(i); } } /* Get index of left child node */ int _left(int i) { return 2 * i + 1; } /* Get index of right child node */ int _right(int i) { return 2 * i + 2; } /* Get index of parent node */ int _parent(int i) { return (i - 1) ~/ 2; // Floor division } /* Swap elements */ void _swap(int i, int j) { int tmp = _maxHeap[i]; _maxHeap[i] = _maxHeap[j]; _maxHeap[j] = tmp; } /* Get heap size */ int size() { return _maxHeap.length; } /* Check if heap is empty */ bool isEmpty() { return size() == 0; } /* Access top element */ int peek() { return _maxHeap[0]; } /* Element enters heap */ void push(int val) { // Add node _maxHeap.add(val); // Heapify from bottom to top siftUp(size() - 1); } /* Starting from node i, heapify from bottom to top */ void siftUp(int i) { while (true) { // Get parent node of node i int p = _parent(i); // When "crossing root node" or "node needs no repair", end heapify if (p < 0 || _maxHeap[i] <= _maxHeap[p]) { break; } // Swap two nodes _swap(i, p); // Loop upward heapify i = p; } } /* Element exits heap */ int pop() { // Handle empty case if (isEmpty()) throw Exception('Heap is empty'); // Delete node _swap(0, size() - 1); // Remove node int val = _maxHeap.removeLast(); // Return top element siftDown(0); // Return heap top element return val; } /* Starting from node i, heapify from top to bottom */ void siftDown(int i) { while (true) { // If node i is largest or indices l, r are out of bounds, no need to continue heapify, break int l = _left(i); int r = _right(i); int ma = i; if (l < size() && _maxHeap[l] > _maxHeap[ma]) ma = l; if (r < size() && _maxHeap[r] > _maxHeap[ma]) ma = r; // Swap two nodes if (ma == i) break; // Swap two nodes _swap(i, ma); // Loop downwards heapification i = ma; } } /* Driver Code */ void print() { printHeap(_maxHeap); } } /* Driver Code */ void main() { /* Consider negating the elements before entering the heap, which can reverse the size relationship, thus implementing max heap */ MaxHeap maxHeap = MaxHeap([9, 8, 6, 6, 7, 5, 2, 1, 4, 3, 6, 2]); print("\nAfter inputting list and building heap"); maxHeap.print(); /* Check if heap is empty */ int peek = maxHeap.peek(); print("\nHeap top element is $peek"); /* Element enters heap */ int val = 7; maxHeap.push(val); print("\nAfter element $val pushes to heap"); maxHeap.print(); /* Time complexity is O(n), not O(nlogn) */ peek = maxHeap.pop(); print("\nAfter heap top element $peek pops from heap"); maxHeap.print(); /* Get heap size */ int size = maxHeap.size(); print("\nHeap size is $size"); /* Check if heap is empty */ bool isEmpty = maxHeap.isEmpty(); print("\nIs heap empty $isEmpty"); }