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stdlib-bot committed Nov 25, 2023
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9 changes: 9 additions & 0 deletions base/lib/index.js
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Expand Up @@ -792,6 +792,15 @@ setReadOnly( ns, 'take', require( './../../base/take' ) );
*/
setReadOnly( ns, 'takeIndexed', require( './../../base/take-indexed' ) );

/**
* @name take2d
* @memberof ns
* @readonly
* @type {Function}
* @see {@link module:@stdlib/array/base/take2d}
*/
setReadOnly( ns, 'take2d', require( './../../base/take2d' ) );

/**
* @name ternary2d
* @memberof ns
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2 changes: 1 addition & 1 deletion base/take-indexed/docs/types/index.d.ts
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Expand Up @@ -39,7 +39,7 @@ import { Collection } from '@stdlib/types/array';
* var y = take( x, [ 1, 3 ] );
* // returns [ 2, 4 ]
*/
declare function take<T>( x: Collection<T>, indices: Collection<number> ): Array<T>;
declare function take<T = unknown>( x: Collection<T>, indices: Collection<number> ): Array<T>;


// EXPORTS //
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2 changes: 1 addition & 1 deletion base/take/docs/types/index.d.ts
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Expand Up @@ -39,7 +39,7 @@ import { Collection } from '@stdlib/types/array';
* var y = take( x, [ 1, 3 ] );
* // returns [ 2, 4 ]
*/
declare function take<T>( x: Collection<T>, indices: Collection<number> ): Array<T>;
declare function take<T = unknown>( x: Collection<T>, indices: Collection<number> ): Array<T>;


// EXPORTS //
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125 changes: 125 additions & 0 deletions base/take2d/README.md
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<!--
@license Apache-2.0
Copyright (c) 2023 The Stdlib Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
-->

# take2d

> Take elements from a two-dimensional nested array.
<section class="usage">

## Usage

```javascript
var take2d = require( '@stdlib/array/base/take2d' );
```

#### take2d( x, indices, dimension, mode )

Takes elements along a specified `dimension` from a two-dimensional nested array according to a specified [index `mode`][@stdlib/ndarray/index-modes].

```javascript
var x = [ [ 1, 2 ], [ 3, 4 ] ];
var indices = [ 1, 1, 0, 0, -1, -1 ];

var y = take2d( x, indices, 1, 'normalize' );
// returns [ [ 2, 2, 1, 1, 2, 2 ], [ 4, 4, 3, 3, 4, 4 ] ]
```

The function accepts the following arguments:

- **x**: input nested array.
- **indices**: list of indices.
- **dimension**: dimension along which to take elements. If provided a negative integer, the dimension is resolved relative to the last dimension, with the last dimension being `-1`.
- **mode**: [index mode][@stdlib/ndarray/index-modes] specifying how to handle an index which is out-of-bounds.

If `indices` is an empty array, the function returns empty arrays along the specified `dimension`.

```javascript
var x = [ [ 1, 2 ], [ 3, 4 ] ];

var y = take2d( x, [], 1, 'throw' );
// returns [ [], [] ]

var z = take2d( x, [], 0, 'throw' );
// returns []
```

</section>

<!-- /.usage -->

<section class="notes">

## Notes

- The function does **not** deep copy nested array elements.

</section>

<!-- /.notes -->

<section class="examples">

## Examples

<!-- eslint no-undef: "error" -->

```javascript
var filled2dBy = require( '@stdlib/array/base/filled2d-by' );
var filledBy = require( '@stdlib/array/base/filled-by' );
var discreteUniform = require( '@stdlib/random/base/discrete-uniform' );
var take2d = require( '@stdlib/array/base/take2d' );

// Generate a random array:
var shape = [ 5, 5 ];
var x = filled2dBy( shape, discreteUniform.factory( 0, 100 ) );
console.log( x );

// Generate an array of random indices:
var N = discreteUniform( 5, 15 );
var indices = filledBy( N, discreteUniform.factory( 0, shape[1]-1 ) );
console.log( indices );

// Take a random sample of elements from `x`:
var y = take2d( x, indices, 1, 'throw' );
console.log( y );
```

</section>

<!-- /.examples -->

<!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. -->

<section class="related">

</section>

<!-- /.related -->

<!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->

<section class="links">

[@stdlib/ndarray/index-modes]: https://github.com/stdlib-js/stdlib

</section>

<!-- /.links -->
111 changes: 111 additions & 0 deletions base/take2d/benchmark/benchmark.js
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/**
* @license Apache-2.0
*
* Copyright (c) 2023 The Stdlib Authors.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

'use strict';

// MODULES //

var bench = require( '@stdlib/bench' );
var floor = require( '@stdlib/math/base/special/floor' );
var pow = require( '@stdlib/math/base/special/pow' );
var filled2dBy = require( './../../../base/filled2d-by' );
var filledBy = require( './../../../base/filled-by' );
var discreteUniform = require( '@stdlib/random/base/discrete-uniform' ).factory;
var isArrayArray = require( '@stdlib/assert/is-array-array' );
var numel = require( '@stdlib/ndarray/base/numel' );
var pkg = require( './../package.json' ).name;
var take2d = require( './../lib' );


// FUNCTIONS //

/**
* Creates a benchmark function.
*
* @private
* @param {PositiveIntegerArray} shape - array shape
* @returns {Function} benchmark function
*/
function createBenchmark( shape ) {
var dim;
var idx;
var S;
var x;

dim = shape.length - 1;
S = shape[ dim ];

x = filled2dBy( shape, discreteUniform( -50, 50 ) );
idx = filledBy( S, discreteUniform( -S, S-1 ) );

return benchmark;

/**
* Benchmark function.
*
* @private
* @param {Benchmark} b - benchmark instance
*/
function benchmark( b ) {
var v;
var i;

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
v = take2d( x, idx, dim, 'normalize' );
if ( typeof v !== 'object' ) {
b.fail( 'should return an array' );
}
}
b.toc();
if ( !isArrayArray( v ) ) {
b.fail( 'should return an array of arrays' );
}
b.pass( 'benchmark finished' );
b.end();
}
}


// MAIN //

/**
* Main execution sequence.
*
* @private
*/
function main() {
var shape;
var min;
var max;
var N;
var f;
var i;

min = 1; // 10^min
max = 6; // 10^max

for ( i = min; i <= max; i++ ) {
N = floor( pow( pow( 10, i ), 1.0/2.0 ) );
shape = [ N, N ];
f = createBenchmark( shape );
bench( pkg+'::square_matrix,unsorted_indices:size='+numel(shape)+',num_indices='+N, f );
}
}

main();
47 changes: 47 additions & 0 deletions base/take2d/docs/repl.txt
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{{alias}}( x, indices, dimension, mode )
Takes elements from a two-dimensional nested array.

If `indices` is an empty array, the function returns empty arrays along the
specified dimension.

The function does *not* deep copy nested array elements.

Parameters
----------
x: ArrayLikeObject
Input nested array.

indices: ArrayLikeObject<integer>
List of indices.

dimension: integer
Dimension along which to take elements. If provided a negative integer,
the dimension is resolved relative to the last dimension, with the last
dimension being -1.

mode: string
Specifies how to handle an index which exceeds array dimensions. If
equal to 'throw', the function throws an error when an index exceeds
array dimensions. If equal to 'normalize', the function normalizes
negative indices and throws an error when an index exceeds array
dimensions. If equal to 'wrap', the function wraps around an index
exceeding array dimensions using modulo arithmetic. If equal to
'clamp', the function sets an index exceeding array dimensions to
either 0 (minimum index) or the maximum index.

Returns
-------
out: Array
Output array.

Examples
--------
> var x = [ [ 1, 2 ], [ 3, 4 ] ];
> var idx = [ 1, 1, 0, 0, -1, -1 ];
> var y = {{alias}}( x, idx, 1, 'normalize' )
[ [ 2, 2, 1, 1, 2, 2 ], [ 4, 4, 3, 3, 4, 4 ] ]

See Also
--------

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