Skip to content

feat: add array/base/reshape #5639

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 9 commits into from
Apr 9, 2025
Merged
Show file tree
Hide file tree
Changes from 5 commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
117 changes: 117 additions & 0 deletions lib/node_modules/@stdlib/array/base/reshape/README.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,117 @@
<!--

@license Apache-2.0

Copyright (c) 2025 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.

-->

# reshape

> Reshape a nested array into another nested array having a desired shape.

<section class="usage">

## Usage

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

#### reshape( x, fromShape, toShape, colexicographic )

Reshapes a nested array into another nested array having a desired shape.

```javascript
var x = [ [ 1, 2, 3 ], [ 4, 5, 6 ] ];

var out = reshape( x, [ 2, 3 ], [ 3, 2 ], false );
// returns [ [ 1, 2 ], [ 3, 4 ], [ 5, 6 ] ]
```

To reshape in colexicographic order, set the `colexicographic` argument to `true`.

```javascript
var x = [ [ 1, 2, 3 ], [ 4, 5, 6 ] ];

var out = reshape( x, [ 2, 3 ], [ 3, 2 ], true );
// [ [ 1, 4 ], [ 2, 5 ], [ 3, 6 ] ]
```

</section>

<!-- /.usage -->

<section class="notes">

## Notes

- The function assumes that the `fromShape` and the `toShape` have the same number of elements.

</section>

<!-- /.notes -->

<section class="examples">

## Examples

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

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

var x = [
[ 1, 2, 3, 4 ],
[ 5, 6, 7, 8 ],
[ 9, 10, 11, 12 ]
];

var out = reshape( x, [ 3, 4 ], [ 4, 3 ], false );
// returns [ [ 1, 2, 3 ], [ 4, 5, 6 ], [ 7, 8, 9 ], [ 10, 11, 12 ] ]

out = reshape( x, [ 3, 4 ], [ 6, 2 ], false );
// returns [ [ 1, 2 ], [ 3, 4 ], [ 5, 6 ], [ 7, 8 ], [ 9, 10 ], [ 11, 12 ] ]

out = reshape( x, [ 3, 4 ], [ 1, 12 ], false );
// returns [ [ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12 ] ]

out = reshape( x, [ 3, 4 ], [ 12, 1 ], false );
// returns [ [ 1 ], [ 2 ], [ 3 ], [ 4 ], [ 5 ], [ 6 ], [ 7 ], [ 8 ], [ 9 ], [ 10 ], [ 11 ], [ 12 ] ]
```

</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">

<!-- <related-links> -->

<!-- </related-links> -->

</section>

<!-- /.links -->
206 changes: 206 additions & 0 deletions lib/node_modules/@stdlib/array/base/reshape/benchmark/benchmark.js
Original file line number Diff line number Diff line change
@@ -0,0 +1,206 @@
/**
* @license Apache-2.0
*
* Copyright (c) 2025 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 isArray = require( '@stdlib/assert/is-array' );
var onesnd = require( '@stdlib/array/base/onesnd' );
var pkg = require( './../package.json' ).name;
var reshape = require( './../lib' );


// MAIN //

bench( pkg+':ndims=2,size=100,lexicographic', function benchmark( b ) {
var x;
var i;
var v;

x = onesnd( [ 10, 10 ] );

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
v = reshape( x, [ 10, 10 ], [ 1, 100 ], false );
if ( typeof v !== 'object' ) {
b.fail( 'should return an array' );
}
}
b.toc();
if ( !isArray( v ) ) {
b.fail( 'should return an array' );
}
b.pass( 'benchmark finished' );
b.end();
});

bench( pkg+':ndims=2,size=100,colexicographic', function benchmark( b ) {
var x;
var i;
var v;

x = onesnd( [ 10, 10 ] );

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
v = reshape( x, [ 10, 10 ], [ 1, 100 ], true );
if ( typeof v !== 'object' ) {
b.fail( 'should return an array' );
}
}
b.toc();
if ( !isArray( v ) ) {
b.fail( 'should return an array' );
}
b.pass( 'benchmark finished' );
b.end();
});

bench( pkg+':ndims=3,size=100,lexicographic', function benchmark( b ) {
var x;
var i;
var v;

x = onesnd( [ 4, 5, 5 ] );

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
v = reshape( x, [ 4, 5, 5 ], [ 1, 1, 100 ], false );
if ( typeof v !== 'object' ) {
b.fail( 'should return an array' );
}
}
b.toc();
if ( !isArray( v ) ) {
b.fail( 'should return an array' );
}
b.pass( 'benchmark finished' );
b.end();
});

bench( pkg+':ndims=3,size=100,colexicographic', function benchmark( b ) {
var x;
var i;
var v;

x = onesnd( [ 4, 5, 5 ] );

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
v = reshape( x, [ 4, 5, 5 ], [ 1, 1, 100 ], true );
if ( typeof v !== 'object' ) {
b.fail( 'should return an array' );
}
}
b.toc();
if ( !isArray( v ) ) {
b.fail( 'should return an array' );
}
b.pass( 'benchmark finished' );
b.end();
});

bench( pkg+':ndims=4,size=100,lexicographic', function benchmark( b ) {
var x;
var i;
var v;

x = onesnd( [ 5, 2, 5, 2 ] );

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
v = reshape( x, [ 5, 2, 5, 2 ], [ 1, 1, 1, 100 ], false );
if ( typeof v !== 'object' ) {
b.fail( 'should return an array' );
}
}
b.toc();
if ( !isArray( v ) ) {
b.fail( 'should return an array' );
}
b.pass( 'benchmark finished' );
b.end();
});

bench( pkg+':ndims=4,size=100,colexicographic', function benchmark( b ) {
var x;
var i;
var v;

x = onesnd( [ 5, 2, 5, 2 ] );

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
v = reshape( x, [ 5, 2, 5, 2 ], [ 1, 1, 1, 100 ], true );
if ( typeof v !== 'object' ) {
b.fail( 'should return an array' );
}
}
b.toc();
if ( !isArray( v ) ) {
b.fail( 'should return an array' );
}
b.pass( 'benchmark finished' );
b.end();
});

bench( pkg+':ndims=5,size=100,lexicographic', function benchmark( b ) {
var x;
var i;
var v;

x = onesnd( [ 5, 2, 1, 5, 2 ] );

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
v = reshape( x, [ 5, 2, 1, 5, 2 ], [ 1, 1, 1, 1, 100 ], false );
if ( typeof v !== 'object' ) {
b.fail( 'should return an array' );
}
}
b.toc();
if ( !isArray( v ) ) {
b.fail( 'should return an array' );
}
b.pass( 'benchmark finished' );
b.end();
});

bench( pkg+':ndims=5,size=100,colexicographic', function benchmark( b ) {
var x;
var i;
var v;

x = onesnd( [ 5, 2, 1, 5, 2 ] );

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
v = reshape( x, [ 5, 2, 1, 5, 2 ], [ 1, 1, 1, 1, 100 ], true );
if ( typeof v !== 'object' ) {
b.fail( 'should return an array' );
}
}
b.toc();
if ( !isArray( v ) ) {
b.fail( 'should return an array' );
}
b.pass( 'benchmark finished' );
b.end();
});
35 changes: 35 additions & 0 deletions lib/node_modules/@stdlib/array/base/reshape/docs/repl.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,35 @@

{{alias}}( x, fromShape, toShape, colexicographic )
Reshapes a nested array into another nested array having a desired shape.

Parameters
----------
x: Array
Input n-dimensional nested array.

fromShape: Array<integer>
Input array shape.

toShape: Array<integer>
Output array shape.

colexicographic: boolean
Specifies whether to reshape the array in colexicographic order.

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

Examples
--------
> var x = [ [ 1, 2 ], [ 3, 4 ] ];
> var out = {{alias}}( x, [ 2, 2 ], [ 4, 1 ], false )
[ [ 1 ], [ 2 ], [ 3 ], [ 4 ] ]

> var x = [ [ 1, 2 ], [ 3, 4 ] ];
> var out = {{alias}}( x, [ 2, 2 ], [ 4, 1 ], true )
[ [ 1 ], [ 3 ], [ 2 ], [ 4 ] ]

See Also
--------
Loading