08-heaps
Min-Heap Insert (Sift Up)
Insert one value into a min-heap and restore the parent-child order by sifting upward.
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 up
A new value starts at the end of the array and swaps with its parent while it is smaller.
Visual walkthrough
JavaScript DSA Implementation
basic.js
function listString(values) { return `[${values.join(", ")}]`; }
function heapInsert(heap, value) {
heap.push(value);
let child = heap.length - 1;
while (child > 0) {
const parent = Math.floor((child - 1) / 2);
if (heap[parent] <= heap[child]) break;
[heap[parent], heap[child]] = [heap[child], heap[parent]];
child = parent;
}
}
function heapPop(heap) {
const smallest = heap[0];
heap[0] = heap.pop();
let parent = 0;
while (true) {
const left = parent * 2 + 1;
const right = left + 1;
if (left >= heap.length) break;
let child = left;
if (right < heap.length && heap[right] < heap[left]) child = right;
if (heap[parent] <= heap[child]) break;
[heap[parent], heap[child]] = [heap[child], heap[parent]];
parent = child;
}
return smallest;
}
const heap = [2, 4, 7, 9, 6];
heapInsert(heap, 1);
console.log(listString(heap));
Output
[1, 4, 2, 9, 6, 7]
Implementation notes
- The heap is a mutable JavaScript
ArrayofNumbervalues using the usual binary-heap index layout, not explicit node objects. This lesson follows theheapInsertpath;heapPopis present inbasic.jsfor the paired heap lesson but is not exercised by this replay. heapInsert(heap, value)appends withheap.push(value), then startschild = heap.length - 1. Each parent index is computed withMath.floor((child - 1) / 2).- The min-heap check uses numeric
Numbercomparison:heap[parent] <= heap[child]stops the sift-up when order is restored. - Swaps use destructuring assignment,
[heap[parent], heap[child]] = [heap[child], heap[parent]], mutating array slots in place. JavaScript specifies the temporary right-hand values; engines may optimize the short-lived storage used for the destructuring swap. - The replay appends
1to[2, 4, 7, 9, 6], swaps it with parent7to get[2, 4, 1, 9, 6, 7], then swaps it with parent2to get[1, 4, 2, 9, 6, 7].listString(heap)joins values for the printed output[1, 4, 2, 9, 6, 7]; visible allocation is the heap array plus the strings created byjoinand the template literal inlistString.