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.
Complexity
- Time: O(log n)
- Space: O(1) extra
sift down
After removing the root, the last value moves to the root and swaps with the smaller child until order is restored.
Visual walkthrough
Java DSA Implementation
Basic.java
import java.util.*;
class Basic {
static String listString(List<Integer> values) { return values.toString(); }
static void heapInsert(List<Integer> heap, int value) {
heap.add(value);
int child = heap.size() - 1;
while (child > 0) {
int parent = (child - 1) / 2;
if (heap.get(parent) <= heap.get(child)) break;
Collections.swap(heap, parent, child);
child = parent;
}
}
static int heapPop(List<Integer> heap) {
int smallest = heap.get(0);
heap.set(0, heap.remove(heap.size() - 1));
int parent = 0;
while (true) {
int left = parent * 2 + 1;
int right = left + 1;
if (left >= heap.size()) break;
int child = left;
if (right < heap.size() && heap.get(right) < heap.get(left)) child = right;
if (heap.get(parent) <= heap.get(child)) break;
Collections.swap(heap, parent, child);
parent = child;
}
return smallest;
}
public static void main(String[] args) { List<Integer> heap = new ArrayList<>(Arrays.asList(1, 4, 2, 9, 6, 7)); int popped = heapPop(heap); System.out.println(popped + " -> " + listString(heap)); }
}
Output
1 -> [2, 4, 7, 9, 6]
Implementation notes
- Java stores the heap as a
List<Integer>backed by anArrayList, seeded withnew ArrayList<>(Arrays.asList(1, 4, 2, 9, 6, 7)). Heap entries are boxed throughInteger.valueOf, so these small fixture values may be cachedIntegerinstances rather than primitiveintarray slots. heapPopsaves the root withint smallest = heap.get(0), unboxing the rootInteger, then replaces index0usingheap.set(0, heap.remove(heap.size() - 1)). Theremovecall deletes the last list element and returns it for the root replacement.- This is a min-heap sift-down: child indexes are
left = parent * 2 + 1andright = left + 1; the loop stops whenleft >= heap.size()orheap.get(parent) <= heap.get(child), which unboxes the twoIntegervalues for primitive comparison. - When both children exist,
right < heap.size() && heap.get(right) < heap.get(left)also unboxes for comparison, chooses the smaller child, andCollections.swap(heap, parent, child)mutates the same list in place. - The replay-visible states show popped value
1, root replacement[7, 4, 2, 9, 6], and final heap[2, 4, 7, 9, 6]. Allocation is theArrayListstorage and any uncached boxed integers, all managed by JVM GC.