-
Notifications
You must be signed in to change notification settings - Fork 29.6k
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
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>
- Loading branch information
1 parent
a5aad24
commit 6f6f7f7
Showing
4 changed files
with
227 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,18 @@ | ||
'use strict'; | ||
|
||
const common = require('../common'); | ||
|
||
const bench = common.createBenchmark(main, { | ||
n: [1e6] | ||
}, { flags: ['--expose-internals'] }); | ||
|
||
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); | ||
} |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,111 @@ | ||
'use strict'; | ||
|
||
const kCompare = Symbol('compare'); | ||
const kHeap = Symbol('heap'); | ||
const kSetPosition = Symbol('setPosition'); | ||
const kSize = Symbol('size'); | ||
|
||
// 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. | ||
|
||
module.exports = class PriorityQueue { | ||
constructor(comparator, setPosition) { | ||
if (comparator !== undefined) | ||
this[kCompare] = comparator; | ||
if (setPosition !== undefined) | ||
this[kSetPosition] = setPosition; | ||
|
||
this[kHeap] = new Array(64); | ||
this[kSize] = 0; | ||
} | ||
|
||
[kCompare](a, b) { | ||
return a - b; | ||
} | ||
|
||
insert(value) { | ||
const heap = this[kHeap]; | ||
let pos = ++this[kSize]; | ||
|
||
if (heap.length === pos) | ||
heap.length *= 2; | ||
|
||
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); | ||
} | ||
|
||
peek() { | ||
return this[kHeap][1]; | ||
} | ||
|
||
percolateDown(pos) { | ||
const compare = this[kCompare]; | ||
const setPosition = this[kSetPosition]; | ||
const heap = this[kHeap]; | ||
const size = this[kSize]; | ||
const item = heap[pos]; | ||
|
||
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); | ||
} | ||
|
||
removeAt(pos) { | ||
const heap = this[kHeap]; | ||
const size = --this[kSize]; | ||
heap[pos] = heap[size + 1]; | ||
heap[size + 1] = undefined; | ||
|
||
if (size > 0) | ||
this.percolateDown(1); | ||
} | ||
|
||
remove(value) { | ||
const heap = this[kHeap]; | ||
const pos = heap.indexOf(value); | ||
if (pos < 1) | ||
return false; | ||
|
||
this.removeAt(pos); | ||
|
||
return true; | ||
} | ||
|
||
shift() { | ||
const heap = this[kHeap]; | ||
const value = heap[1]; | ||
if (value === undefined) | ||
return; | ||
|
||
this.removeAt(1); | ||
|
||
return value; | ||
} | ||
}; |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,97 @@ | ||
// Flags: --expose-internals | ||
'use strict'; | ||
|
||
require('../common'); | ||
|
||
const assert = require('assert'); | ||
const PriorityQueue = require('internal/priority_queue'); | ||
|
||
{ | ||
// Checks that the queue is fundamentally correct. | ||
const queue = new PriorityQueue(); | ||
for (let i = 15; i > 0; i--) | ||
queue.insert(i); | ||
|
||
for (let i = 1; i < 16; i++) { | ||
assert.strictEqual(queue.peek(), i); | ||
assert.strictEqual(queue.shift(), i); | ||
} | ||
|
||
assert.strictEqual(queue.shift(), undefined); | ||
|
||
// Reverse the order. | ||
for (let i = 1; i < 16; i++) | ||
queue.insert(i); | ||
|
||
for (let i = 1; i < 16; i++) { | ||
assert.strictEqual(queue.shift(), i); | ||
} | ||
|
||
assert.strictEqual(queue.shift(), undefined); | ||
} | ||
|
||
{ | ||
// 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); | ||
|
||
for (let i = 1; i < 2049; i++) { | ||
assert.strictEqual(queue.shift(), i); | ||
} | ||
|
||
assert.strictEqual(queue.shift(), undefined); | ||
} | ||
|
||
{ | ||
// Checks that remove works as expected. | ||
const queue = new PriorityQueue(); | ||
for (let i = 16; i > 0; i--) | ||
queue.insert(i); | ||
|
||
const removed = [5, 10, 15]; | ||
for (const id of removed) | ||
assert(queue.remove(id)); | ||
|
||
assert(!queue.remove(100)); | ||
assert(!queue.remove(-100)); | ||
|
||
for (let i = 1; i < 17; i++) { | ||
if (removed.indexOf(i) < 0) | ||
assert.strictEqual(queue.shift(), i); | ||
} | ||
|
||
assert.strictEqual(queue.shift(), undefined); | ||
} | ||
|
||
{ | ||
// 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); | ||
|
||
for (let i = 16; i > 0; i--) { | ||
assert.strictEqual(queue.shift(), i); | ||
} | ||
|
||
assert.strictEqual(queue.shift(), undefined); | ||
} | ||
|
||
{ | ||
// 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 }); | ||
|
||
for (let i = 1; i < 17; i++) { | ||
assert.strictEqual(queue.peek().value, i); | ||
queue.removeAt(queue.peek().position); | ||
} | ||
|
||
assert.strictEqual(queue.peek(), undefined); | ||
} |