blob: f6d73b6f117a93c1b6c401ad7bb033779fc749fc [file] [log] [blame]
// Copyright 2020 the V8 project authors. All rights reserved.
// Use of this source code is governed by a BSD-style license that can be
// found in the LICENSE file.
/**
* @fileoverview Random helpers.
*/
'use strict';
const assert = require('assert');
function randInt(min, max) {
return Math.floor(Math.random() * (max - min + 1)) + min;
}
function choose(probability) {
return Math.random() < probability;
}
function random() {
return Math.random();
}
function uniform(min, max) {
return Math.random() * (max - min) + min;
}
function sample(iterable, count) {
const result = new Array(count);
let index = 0;
for (const item of iterable) {
if (index < count) {
result[index] = item;
} else {
const randIndex = randInt(0, index);
if (randIndex < count) {
result[randIndex] = item;
}
}
index++;
}
if (index < count) {
// Not enough items.
result.length = index;
}
return result;
}
function swap(array, p1, p2) {
[array[p1], array[p2]] = [array[p2], array[p1]];
}
/**
* Returns "count" elements, randomly selected from "highProbArray" and
* "lowProbArray". Elements from highProbArray have a "factor" times
* higher chance to be chosen. As a side effect, this swaps the chosen
* elements to the end of the respective input arrays. The complexity is
* O(count).
*/
function twoBucketSample(lowProbArray, highProbArray, factor, count) {
// Track number of available elements for choosing.
let low = lowProbArray.length;
let high = highProbArray.length;
assert(low + high >= count);
const result = [];
for (let i = 0; i < count; i++) {
// Map a random number to the summarized indices of both arrays. Give
// highProbArray elements a "factor" times higher probability.
const p = random();
const index = Math.floor(p * (high * factor + low));
if (index < low) {
// If the index is in the low part, draw the element and discard it.
result.push(lowProbArray[index]);
swap(lowProbArray, index, --low);
} else {
// Same as above but for a highProbArray element. The index is first
// mapped back to the array's range.
const highIndex = Math.floor((index - low) / factor);
result.push(highProbArray[highIndex]);
swap(highProbArray, highIndex, --high);
}
}
return result;
}
function single(array) {
return array[randInt(0, array.length - 1)];
}
function shuffle(array) {
for (let i = 0; i < array.length - 1; i++) {
const j = randInt(i, array.length - 1);
swap(array, i, j);
}
return array;
}
module.exports = {
choose: choose,
randInt: randInt,
random: random,
sample: sample,
shuffle: shuffle,
single: single,
twoBucketSample: twoBucketSample,
uniform: uniform,
}