08-heaps
Min-Heap Pop (Sift Down)
Remove the minimum value, move the last item to the root, and sift downward.
Algorithm
Steps
- Store the heap in an array.
- Compare parent and child indexes instead of building explicit tree nodes.
- Swap only when the heap order is violated.
- Print the deterministic final heap state for replay comparison.
sift down
After removing the root, the last value moves to the root and swaps with the smaller child until order is restored.
Complexity
- Time: O(log n)
- Space: O(1) extra
Visual walkthrough
C DSA Implementation
basic.c
#include <stdio.h>
void print_list(int* values, int n) {
printf("[");
for (int i = 0; i < n; i++) { if (i) printf(", "); printf("%d", values[i]); }
printf("]");
}
void swap(int* a, int* b) { int t = *a; *a = *b; *b = t; }
void heap_insert(int* heap, int* n, int value) {
heap[*n] = value; int child = *n; *n = *n + 1;
while (child > 0) {
int parent = (child - 1) / 2;
if (heap[parent] <= heap[child]) break;
swap(&heap[parent], &heap[child]);
child = parent;
}
}
int heap_pop(int* heap, int* n) {
int smallest = heap[0]; heap[0] = heap[*n - 1]; *n = *n - 1;
int parent = 0;
while (1) {
int left = parent * 2 + 1, right = left + 1;
if (left >= *n) break;
int child = left;
if (right < *n && heap[right] < heap[left]) child = right;
if (heap[parent] <= heap[child]) break;
swap(&heap[parent], &heap[child]);
parent = child;
}
return smallest;
}
int main(void) { int heap[16] = {1, 4, 2, 9, 6, 7}; int n = 6; int popped = heap_pop(heap, &n); printf("%d -> ", popped); print_list(heap, n); printf("\n"); }
Output
1 -> [2, 4, 7, 9, 6]
Implementation notes
- C stores the heap in stack array
int heap[16] = {1, 4, 2, 9, 6, 7}with scalar sizeint n = 6;heap_pop(heap, &n)mutates both the array and the caller's size. heap_pop(int* heap, int* n)copiesheap[0]into localsmallest, replaces the root withheap[*n - 1], then shrinks the active heap with*n = *n - 1.- Sift-down uses signed
intindexes:left = parent * 2 + 1andright = left + 1. The loop stops whenleft >= *nor when the parent is already<=the selected child. - The right child is chosen only when
right < *n && heap[right] < heap[left]; swaps callswap(&heap[parent], &heap[child]), which exchanges two slots through pointers using stack temporaryint t. - The trace records
[1, 4, 2, 9, 6, 7], removes1and moves7to root for[7, 4, 2, 9, 6], then swaps with smaller child2to[2, 4, 7, 9, 6]. printf("%d -> ", popped)prints the returned minimum beforeprint_list(int* values, int n)formats the active heap through pointer-decayed array access and comma-separatedprintfcalls.