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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: #20555 Fixes: #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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'use strict'; | ||
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const common = require('../common'); | ||
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const bench = common.createBenchmark(main, { | ||
n: [1e6] | ||
}, { flags: ['--expose-internals'] }); | ||
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function main({ n, type }) { | ||
const PriorityQueue = require('internal/priority_queue'); | ||
const queue = new PriorityQueue(); | ||
bench.start(); | ||
for (var i = 0; i < n; i++) | ||
queue.insert(Math.random() * 1e7 | 0); | ||
for (i = 0; i < n; i++) | ||
queue.shift(); | ||
bench.end(n); | ||
} |
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'use strict'; | ||
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const kCompare = Symbol('compare'); | ||
const kHeap = Symbol('heap'); | ||
const kSetPosition = Symbol('setPosition'); | ||
const kSize = Symbol('size'); | ||
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// The PriorityQueue is a basic implementation of a binary heap that accepts | ||
// a custom sorting function via its constructor. This function is passed | ||
// the two nodes to compare, similar to the native Array#sort. Crucially | ||
// this enables priority queues that are based on a comparison of more than | ||
// just a single criteria. | ||
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module.exports = class PriorityQueue { | ||
constructor(comparator, setPosition) { | ||
if (comparator !== undefined) | ||
this[kCompare] = comparator; | ||
if (setPosition !== undefined) | ||
this[kSetPosition] = setPosition; | ||
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this[kHeap] = new Array(64); | ||
this[kSize] = 0; | ||
} | ||
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[kCompare](a, b) { | ||
return a - b; | ||
} | ||
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insert(value) { | ||
const heap = this[kHeap]; | ||
let pos = ++this[kSize]; | ||
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if (heap.length === pos) | ||
heap.length *= 2; | ||
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const compare = this[kCompare]; | ||
const setPosition = this[kSetPosition]; | ||
while (pos > 1) { | ||
const parent = heap[pos / 2 | 0]; | ||
if (compare(parent, value) <= 0) | ||
break; | ||
heap[pos] = parent; | ||
if (setPosition !== undefined) | ||
setPosition(parent, pos); | ||
pos = pos / 2 | 0; | ||
} | ||
heap[pos] = value; | ||
if (setPosition !== undefined) | ||
setPosition(value, pos); | ||
} | ||
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peek() { | ||
return this[kHeap][1]; | ||
} | ||
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percolateDown(pos) { | ||
const compare = this[kCompare]; | ||
const setPosition = this[kSetPosition]; | ||
const heap = this[kHeap]; | ||
const size = this[kSize]; | ||
const item = heap[pos]; | ||
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while (pos * 2 <= size) { | ||
let childIndex = pos * 2 + 1; | ||
if (childIndex > size || compare(heap[pos * 2], heap[childIndex]) < 0) | ||
childIndex = pos * 2; | ||
const child = heap[childIndex]; | ||
if (compare(item, child) <= 0) | ||
break; | ||
if (setPosition !== undefined) | ||
setPosition(child, pos); | ||
heap[pos] = child; | ||
pos = childIndex; | ||
} | ||
heap[pos] = item; | ||
if (setPosition !== undefined) | ||
setPosition(item, pos); | ||
} | ||
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removeAt(pos) { | ||
const heap = this[kHeap]; | ||
const size = --this[kSize]; | ||
heap[pos] = heap[size + 1]; | ||
heap[size + 1] = undefined; | ||
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if (size > 0) | ||
this.percolateDown(1); | ||
} | ||
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remove(value) { | ||
const heap = this[kHeap]; | ||
const pos = heap.indexOf(value); | ||
if (pos < 1) | ||
return false; | ||
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this.removeAt(pos); | ||
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return true; | ||
} | ||
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shift() { | ||
const heap = this[kHeap]; | ||
const value = heap[1]; | ||
if (value === undefined) | ||
return; | ||
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this.removeAt(1); | ||
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return value; | ||
} | ||
}; |
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// Flags: --expose-internals | ||
'use strict'; | ||
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require('../common'); | ||
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const assert = require('assert'); | ||
const PriorityQueue = require('internal/priority_queue'); | ||
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{ | ||
// Checks that the queue is fundamentally correct. | ||
const queue = new PriorityQueue(); | ||
for (let i = 15; i > 0; i--) | ||
queue.insert(i); | ||
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for (let i = 1; i < 16; i++) { | ||
assert.strictEqual(queue.peek(), i); | ||
assert.strictEqual(queue.shift(), i); | ||
} | ||
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assert.strictEqual(queue.shift(), undefined); | ||
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// Reverse the order. | ||
for (let i = 1; i < 16; i++) | ||
queue.insert(i); | ||
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for (let i = 1; i < 16; i++) { | ||
assert.strictEqual(queue.shift(), i); | ||
} | ||
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assert.strictEqual(queue.shift(), undefined); | ||
} | ||
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{ | ||
// Checks that the queue is capable of resizing and fitting more elements. | ||
const queue = new PriorityQueue(); | ||
for (let i = 2048; i > 0; i--) | ||
queue.insert(i); | ||
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for (let i = 1; i < 2049; i++) { | ||
assert.strictEqual(queue.shift(), i); | ||
} | ||
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assert.strictEqual(queue.shift(), undefined); | ||
} | ||
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{ | ||
// Checks that remove works as expected. | ||
const queue = new PriorityQueue(); | ||
for (let i = 16; i > 0; i--) | ||
queue.insert(i); | ||
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const removed = [5, 10, 15]; | ||
for (const id of removed) | ||
assert(queue.remove(id)); | ||
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assert(!queue.remove(100)); | ||
assert(!queue.remove(-100)); | ||
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for (let i = 1; i < 17; i++) { | ||
if (removed.indexOf(i) < 0) | ||
assert.strictEqual(queue.shift(), i); | ||
} | ||
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assert.strictEqual(queue.shift(), undefined); | ||
} | ||
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{ | ||
// Make a max heap with a custom sort function. | ||
const queue = new PriorityQueue((a, b) => b - a); | ||
for (let i = 1; i < 17; i++) | ||
queue.insert(i); | ||
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for (let i = 16; i > 0; i--) { | ||
assert.strictEqual(queue.shift(), i); | ||
} | ||
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assert.strictEqual(queue.shift(), undefined); | ||
} | ||
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{ | ||
// Make a min heap that accepts objects as values, which necessitates | ||
// a custom sorting function. In addition, add a setPosition function | ||
// as 2nd param which provides a reference to the node in the heap | ||
// and allows speedy deletions. | ||
const queue = new PriorityQueue((a, b) => { | ||
return a.value - b.value; | ||
}, (node, pos) => (node.position = pos)); | ||
for (let i = 1; i < 17; i++) | ||
queue.insert({ value: i, position: null }); | ||
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for (let i = 1; i < 17; i++) { | ||
assert.strictEqual(queue.peek().value, i); | ||
queue.removeAt(queue.peek().position); | ||
} | ||
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assert.strictEqual(queue.peek(), undefined); | ||
} |