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feat: add
cartesianProduct
function (#241)
Co-authored-by: Marlon Passos <[email protected]> Co-authored-by: Alec Larson <[email protected]>
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import * as _ from 'radashi' | ||
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describe('cartesianProduct', () => { | ||
bench('with an empty array (n=1)', () => { | ||
_.cartesianProduct([]) | ||
}) | ||
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bench('with a non-empty array (n=1)', () => { | ||
_.cartesianProduct(['a', 'b', 'c']) | ||
}) | ||
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bench('with two small arrays (n=2)', () => { | ||
_.cartesianProduct(['red', 'blue'], ['fast', 'slow']) | ||
}) | ||
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bench('with three small arrays (n=3)', () => { | ||
_.cartesianProduct(['red', 'blue'], ['fast', 'slow'], ['big', 'small']) | ||
}) | ||
}) |
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--- | ||
title: cartesianProduct | ||
description: Perform a Cartesian product of arrays | ||
--- | ||
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### Usage | ||
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Create an [n-ary Cartesian product](https://en.wikipedia.org/wiki/Cartesian_product#n-ary_Cartesian_product) from the given arrays. | ||
The inputs are arrays, and the output is an array of arrays representing all | ||
possible combinations where the first element is from the first array, the second element | ||
is from the second array, and so on. | ||
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```ts | ||
import * as _ from 'radashi' | ||
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const colors = ['red', 'blue'] | ||
const numbers = [1, 2, 3] | ||
const booleans = [true, false] | ||
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_.cartesianProduct(colors, numbers, booleans) | ||
// => [ | ||
// ['red', 1, true], | ||
// ['red', 1, false], | ||
// ['red', 2, true], | ||
// ['red', 2, false], | ||
// ['red', 3, true], | ||
// ['red', 3, false], | ||
// ['blue', 1, true], | ||
// ['blue', 1, false], | ||
// ['blue', 2, true], | ||
// ['blue', 2, false], | ||
// ['blue', 3, true], | ||
// ['blue', 3, false], | ||
// ] | ||
``` |
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type ReadonlyArray2D<T> = readonly (readonly T[])[] | ||
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/** | ||
* Create an [n-ary Cartesian product](https://en.wikipedia.org/wiki/Cartesian_product#n-ary_Cartesian_product) | ||
* from the given arrays. | ||
* | ||
* @see https://radashi.js.org/reference/array/cartesianProduct | ||
* @example | ||
* ```ts | ||
* cartesianProduct([ | ||
* ['red', 'blue'], | ||
* ['big', 'small'], | ||
* ['fast', 'slow'], | ||
* ]) | ||
* // [ | ||
* // ['red', 'big', 'fast'], | ||
* // ['red', 'big', 'slow'], | ||
* // ['red', 'small', 'fast'], | ||
* // ['red', 'small', 'slow'], | ||
* // ['blue', 'big', 'fast'], | ||
* // ['blue', 'big', 'slow'], | ||
* // ['blue', 'small', 'fast'], | ||
* // ['blue', 'small', 'slow'] | ||
* // ] | ||
* ``` | ||
*/ | ||
export function cartesianProduct<const T extends ReadonlyArray2D<any>>( | ||
...arrays: [...T] | ||
): Array<{ [K in keyof T]: T[K][number] }> | ||
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export function cartesianProduct<T extends ReadonlyArray2D<any>>( | ||
...arrays: T | ||
): T[][] { | ||
let out: T[][] = [[]] | ||
for (const array of arrays) { | ||
const result = [] | ||
for (const currentArray of out) { | ||
for (const item of array) { | ||
const currentArrayCopy = currentArray.slice() | ||
currentArrayCopy.push(item) | ||
result.push(currentArrayCopy) | ||
} | ||
} | ||
out = result | ||
} | ||
return out | ||
} |
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import * as _ from 'radashi' | ||
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describe('cartesianProduct return type', () => { | ||
test('with an empty array', () => { | ||
const result = _.cartesianProduct([]) | ||
expectTypeOf(result).toEqualTypeOf<[never][]>() | ||
}) | ||
test('with two arrays', () => { | ||
const result = _.cartesianProduct(['red', 'blue'], [1, 2]) | ||
const [[v1, v2]] = result | ||
expectTypeOf(result).toEqualTypeOf<['red' | 'blue', 1 | 2][]>() | ||
expectTypeOf(v1).toEqualTypeOf<'red' | 'blue'>() | ||
expectTypeOf(v2).toEqualTypeOf<1 | 2>() | ||
}) | ||
test('with three arrays', () => { | ||
const result = _.cartesianProduct(['red', 'blue'], [1, 2], [true, false]) | ||
const [[v1, v2, v3]] = result | ||
expectTypeOf(result).toEqualTypeOf<['red' | 'blue', 1 | 2, boolean][]>() | ||
expectTypeOf(v1).toEqualTypeOf<'red' | 'blue'>() | ||
expectTypeOf(v2).toEqualTypeOf<1 | 2>() | ||
expectTypeOf(v3).toEqualTypeOf<boolean>() | ||
}) | ||
test('with readonly arrays', () => { | ||
const colors = ['red', 'blue'] as const | ||
const sizes = [1, 2] as const | ||
const result = _.cartesianProduct(colors, sizes) | ||
expectTypeOf(result).toEqualTypeOf< | ||
[(typeof colors)[number], (typeof sizes)[number]][] | ||
>() | ||
}) | ||
}) |
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import * as _ from 'radashi' | ||
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describe('cartesianProduct', () => { | ||
test('returns an array containing an empty array when given an empty input (n=0)', () => { | ||
expect(_.cartesianProduct()).toEqual([[]]) | ||
}) | ||
test('returns an empty array when given an empty array (n=1)', () => { | ||
expect(_.cartesianProduct([])).toEqual([]) | ||
}) | ||
test('returns an empty array when given multiple empty arrays (n>1)', () => { | ||
expect(_.cartesianProduct([], [], [])).toEqual([]) | ||
}) | ||
test('returns an empty array when one of the arrays in the input is empty (n>1)', () => { | ||
expect(_.cartesianProduct(['1', '2', '3'], [])).toEqual([]) | ||
}) | ||
test('returns an array of singletons when given a single array (n=1)', () => { | ||
expect(_.cartesianProduct(['1', '2', '3'])).toEqual([['1'], ['2'], ['3']]) | ||
}) | ||
test('performs a correct Cartesian cartesianProduct for two arrays (n=2)', () => { | ||
expect(_.cartesianProduct(['red', 'blue'], [1, 2, 3])).toEqual([ | ||
['red', 1], | ||
['red', 2], | ||
['red', 3], | ||
['blue', 1], | ||
['blue', 2], | ||
['blue', 3], | ||
]) | ||
}) | ||
test('performs a correct Cartesian cartesianProduct for more than two arrays (n>2)', () => { | ||
expect( | ||
_.cartesianProduct(['red', 'blue'], [1, 2, 3], [true, false]), | ||
).toEqual([ | ||
['red', 1, true], | ||
['red', 1, false], | ||
['red', 2, true], | ||
['red', 2, false], | ||
['red', 3, true], | ||
['red', 3, false], | ||
['blue', 1, true], | ||
['blue', 1, false], | ||
['blue', 2, true], | ||
['blue', 2, false], | ||
['blue', 3, true], | ||
['blue', 3, false], | ||
]) | ||
}) | ||
}) |