lib: add internal PriorityQueue class
An efficient JS implementation of a binary heap on top of an array with worst-case O(log n) runtime for all operations, including arbitrary item removal (unlike O(n) for most binary heap array implementations). PR-URL: https://github.com/nodejs/node/pull/20555 Fixes: https://github.com/nodejs/node/issues/16105 Reviewed-By: Ben Noordhuis <info@bnoordhuis.nl> Reviewed-By: Jeremiah Senkpiel <fishrock123@rocketmail.com> Reviewed-By: Matteo Collina <matteo.collina@gmail.com> Reviewed-By: James M Snell <jasnell@gmail.com> Reviewed-By: Ruben Bridgewater <ruben@bridgewater.de>
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benchmark/util/priority-queue.js
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18
benchmark/util/priority-queue.js
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'use strict';
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const common = require('../common');
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const bench = common.createBenchmark(main, {
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n: [1e6]
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}, { flags: ['--expose-internals'] });
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function main({ n, type }) {
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const PriorityQueue = require('internal/priority_queue');
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const queue = new PriorityQueue();
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bench.start();
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for (var i = 0; i < n; i++)
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queue.insert(Math.random() * 1e7 | 0);
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for (i = 0; i < n; i++)
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queue.shift();
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bench.end(n);
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}
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111
lib/internal/priority_queue.js
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lib/internal/priority_queue.js
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'use strict';
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const kCompare = Symbol('compare');
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const kHeap = Symbol('heap');
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const kSetPosition = Symbol('setPosition');
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const kSize = Symbol('size');
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// The PriorityQueue is a basic implementation of a binary heap that accepts
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// a custom sorting function via its constructor. This function is passed
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// the two nodes to compare, similar to the native Array#sort. Crucially
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// this enables priority queues that are based on a comparison of more than
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// just a single criteria.
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module.exports = class PriorityQueue {
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constructor(comparator, setPosition) {
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if (comparator !== undefined)
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this[kCompare] = comparator;
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if (setPosition !== undefined)
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this[kSetPosition] = setPosition;
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this[kHeap] = new Array(64);
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this[kSize] = 0;
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}
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[kCompare](a, b) {
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return a - b;
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}
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insert(value) {
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const heap = this[kHeap];
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let pos = ++this[kSize];
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if (heap.length === pos)
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heap.length *= 2;
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const compare = this[kCompare];
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const setPosition = this[kSetPosition];
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while (pos > 1) {
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const parent = heap[pos / 2 | 0];
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if (compare(parent, value) <= 0)
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break;
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heap[pos] = parent;
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if (setPosition !== undefined)
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setPosition(parent, pos);
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pos = pos / 2 | 0;
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}
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heap[pos] = value;
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if (setPosition !== undefined)
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setPosition(value, pos);
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}
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peek() {
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return this[kHeap][1];
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}
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percolateDown(pos) {
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const compare = this[kCompare];
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const setPosition = this[kSetPosition];
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const heap = this[kHeap];
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const size = this[kSize];
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const item = heap[pos];
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while (pos * 2 <= size) {
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let childIndex = pos * 2 + 1;
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if (childIndex > size || compare(heap[pos * 2], heap[childIndex]) < 0)
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childIndex = pos * 2;
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const child = heap[childIndex];
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if (compare(item, child) <= 0)
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break;
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if (setPosition !== undefined)
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setPosition(child, pos);
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heap[pos] = child;
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pos = childIndex;
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}
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heap[pos] = item;
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if (setPosition !== undefined)
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setPosition(item, pos);
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}
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removeAt(pos) {
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const heap = this[kHeap];
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const size = --this[kSize];
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heap[pos] = heap[size + 1];
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heap[size + 1] = undefined;
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if (size > 0)
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this.percolateDown(1);
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}
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remove(value) {
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const heap = this[kHeap];
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const pos = heap.indexOf(value);
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if (pos < 1)
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return false;
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this.removeAt(pos);
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return true;
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}
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shift() {
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const heap = this[kHeap];
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const value = heap[1];
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if (value === undefined)
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return;
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this.removeAt(1);
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return value;
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}
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};
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1
node.gyp
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node.gyp
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'lib/internal/safe_globals.js',
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'lib/internal/net.js',
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'lib/internal/os.js',
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'lib/internal/priority_queue.js',
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'lib/internal/process/esm_loader.js',
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'lib/internal/process/methods.js',
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'lib/internal/process/next_tick.js',
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97
test/parallel/test-priority-queue.js
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97
test/parallel/test-priority-queue.js
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// Flags: --expose-internals
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'use strict';
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require('../common');
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const assert = require('assert');
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const PriorityQueue = require('internal/priority_queue');
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{
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// Checks that the queue is fundamentally correct.
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const queue = new PriorityQueue();
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for (let i = 15; i > 0; i--)
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queue.insert(i);
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for (let i = 1; i < 16; i++) {
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assert.strictEqual(queue.peek(), i);
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assert.strictEqual(queue.shift(), i);
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}
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assert.strictEqual(queue.shift(), undefined);
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// Reverse the order.
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for (let i = 1; i < 16; i++)
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queue.insert(i);
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for (let i = 1; i < 16; i++) {
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assert.strictEqual(queue.shift(), i);
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}
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assert.strictEqual(queue.shift(), undefined);
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}
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{
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// Checks that the queue is capable of resizing and fitting more elements.
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const queue = new PriorityQueue();
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for (let i = 2048; i > 0; i--)
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queue.insert(i);
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for (let i = 1; i < 2049; i++) {
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assert.strictEqual(queue.shift(), i);
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}
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assert.strictEqual(queue.shift(), undefined);
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}
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{
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// Checks that remove works as expected.
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const queue = new PriorityQueue();
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for (let i = 16; i > 0; i--)
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queue.insert(i);
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const removed = [5, 10, 15];
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for (const id of removed)
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assert(queue.remove(id));
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assert(!queue.remove(100));
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assert(!queue.remove(-100));
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for (let i = 1; i < 17; i++) {
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if (removed.indexOf(i) < 0)
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assert.strictEqual(queue.shift(), i);
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}
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assert.strictEqual(queue.shift(), undefined);
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}
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{
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// Make a max heap with a custom sort function.
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const queue = new PriorityQueue((a, b) => b - a);
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for (let i = 1; i < 17; i++)
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queue.insert(i);
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for (let i = 16; i > 0; i--) {
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assert.strictEqual(queue.shift(), i);
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}
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assert.strictEqual(queue.shift(), undefined);
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}
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{
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// Make a min heap that accepts objects as values, which necessitates
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// a custom sorting function. In addition, add a setPosition function
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// as 2nd param which provides a reference to the node in the heap
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// and allows speedy deletions.
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const queue = new PriorityQueue((a, b) => {
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return a.value - b.value;
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}, (node, pos) => (node.position = pos));
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for (let i = 1; i < 17; i++)
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queue.insert({ value: i, position: null });
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for (let i = 1; i < 17; i++) {
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assert.strictEqual(queue.peek().value, i);
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queue.removeAt(queue.peek().position);
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}
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assert.strictEqual(queue.peek(), undefined);
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}
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