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/** | ||
* This example sorts a large array using the quicksort algorithm | ||
* It uses microjob to divide the load between 8 jobs | ||
*/ | ||
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import { start, job, stop } from '../src/job' | ||
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// utility function to generate random numbers | ||
const ranges = [100, 1000, 10000, 100000, 1000000] | ||
function randomNumber(): Number { | ||
const numb = Math.random() | ||
const range = Math.floor(Math.random() * 10) % ranges.length | ||
return Math.floor(numb * ranges[range]) | ||
} | ||
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// swap, partition and quickSort are used in conjunction inside the job | ||
function swap(arr, i, j) { | ||
const temp = arr[i] | ||
arr[i] = arr[j] | ||
arr[j] = temp | ||
} | ||
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function partition(arr, pivot, left, right) { | ||
const pivotValue = arr[pivot] | ||
let partitionIndex = left | ||
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for (let i = left; i < right; i++) { | ||
if (arr[i] < pivotValue) { | ||
swap(arr, i, partitionIndex) | ||
partitionIndex++ | ||
} | ||
} | ||
swap(arr, right, partitionIndex) | ||
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return partitionIndex | ||
} | ||
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function quickSort(arr, left, right) { | ||
let pivot, partitionIndex | ||
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if (left < right) { | ||
pivot = right | ||
partitionIndex = partition(arr, pivot, left, right) | ||
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quickSort(arr, left, partitionIndex - 1) | ||
quickSort(arr, partitionIndex + 1, right) | ||
} | ||
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return arr | ||
} | ||
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// prepare the main dataset and split it into subsets with the same length | ||
const MAX_LEN = 1000 | ||
const largeArray = Array.from({ length: MAX_LEN }).map(randomNumber) | ||
const WORKERS = 8 | ||
const datasets = [] | ||
const PART = MAX_LEN / WORKERS | ||
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for (let i = 0; i < WORKERS; i++) { | ||
datasets.push(largeArray.slice(i * PART, (i * PART) + PART)) | ||
} | ||
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const main = async () => { | ||
await start({ maxWorkers: WORKERS }) | ||
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// sort the datasets separately | ||
const promises = datasets.map(data => job(dataset => quickSort(dataset, 0, dataset.length - 1), { data, ctx: { swap, partition, quickSort } })) | ||
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const results = await Promise.all(promises) | ||
// merge the resulting arrays | ||
const arr = results.reduce((acc, list) => { | ||
acc.push(...list) | ||
return acc | ||
}, []) | ||
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// and do the last sort | ||
const sorted = quickSort(arr, 0, arr.length - 1) | ||
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await stop() | ||
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console.log('*** UNSORTED ARRAY SLICES ***') | ||
console.log(largeArray.slice(0, 10)) | ||
console.log(largeArray.slice(500, 510)) | ||
console.log(largeArray.slice(900, 910)) | ||
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console.log('*** SORTED ARRAY SLICES ***') | ||
console.log(sorted.slice(0, 10)) | ||
console.log(sorted.slice(500, 510)) | ||
console.log(sorted.slice(900, 910)) | ||
} | ||
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main() |