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143 changes: 143 additions & 0 deletions lib/node_modules/@stdlib/ndarray/base/rot180/README.md
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<!--

@license Apache-2.0

Copyright (c) 2026 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.

-->

# rot180

> Rotate an ndarray 180 degrees in a specified plane.

<!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. -->

<section class="intro">

</section>

<!-- /.intro -->

<!-- Package usage documentation. -->

<section class="usage">

## Usage

```javascript
var rot180 = require( '@stdlib/ndarray/base/rot180' );
```

#### rot180( x, dims, writable )

Rotates an ndarray 180 degrees in a specified plane.

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

var x = array( [ [ 1, 2 ], [ 3, 4 ] ] );
// returns <ndarray>[ [ 1, 2 ], [ 3, 4 ] ]

var y = rot180( x, [ 0, 1 ], false );
// returns <ndarray>[ [ 4, 3 ], [ 2, 1 ] ]
```

The function accepts the following arguments:

- **x**: input ndarray.
- **dims**: dimension indices defining the plane of rotation. Must contain exactly two unique dimension indices. If a dimension index is provided as an integer less than zero, the dimension index is resolved relative to the last dimension, with the last dimension corresponding to the value `-1`.
- **writable**: boolean indicating whether a returned ndarray should be writable.

</section>

<!-- /.usage -->

<!-- Package usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->

<section class="notes">

## Notes

- Each provided dimension index must reside on the interval `[-ndims, ndims-1]`.
- The `writable` parameter **only** applies to ndarray constructors supporting **read-only** instances.
Comment thread
kgryte marked this conversation as resolved.
- The returned ndarray is a **view** of the input ndarray. Accordingly, writing to the original ndarray will **mutate** the returned ndarray and vice versa.

</section>

<!-- /.notes -->

<!-- Package usage examples. -->

<section class="examples">

## Examples

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

```javascript
var array = require( '@stdlib/ndarray/array' );
var ndarray2array = require( '@stdlib/ndarray/to-array' );
var rot180 = require( '@stdlib/ndarray/base/rot180' );

// Create a 2x3 matrix:
var x = array( [ [ 1, 2, 3 ], [ 4, 5, 6 ] ] );

// Rotate 180 degrees in the (0,1) plane:
var y = rot180( x, [ 0, 1 ], false );
var arr = ndarray2array( y );
// returns [ [ 6, 5, 4 ], [ 3, 2, 1 ] ]

// Supports negative dimension indices:
y = rot180( x, [ -2, -1 ], false );
arr = ndarray2array( y );
// returns [ [ 6, 5, 4 ], [ 3, 2, 1 ] ]
Comment thread
kgryte marked this conversation as resolved.

// Rotating twice returns the original arrangement:
y = rot180( rot180( x, [ 0, 1 ], false ), [ 0, 1 ], false );
arr = ndarray2array( y );
// returns [ [ 1, 2, 3 ], [ 4, 5, 6 ] ]
```

</section>

<!-- /.examples -->

<!-- Section to include cited references. If references are included, add a horizontal rule *before* the section. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->

<section class="references">

</section>

<!-- /.references -->

<!-- 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 -->
204 changes: 204 additions & 0 deletions lib/node_modules/@stdlib/ndarray/base/rot180/benchmark/benchmark.js
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/**
* @license Apache-2.0
*
* Copyright (c) 2026 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 isndarrayLike = require( '@stdlib/assert/is-ndarray-like' );
var baseEmpty = require( '@stdlib/ndarray/base/empty' );
var empty = require( '@stdlib/ndarray/empty' );
var format = require( '@stdlib/string/format' );
var pkg = require( './../package.json' ).name;
var rot180 = require( './../lib' );


// MAIN //

bench( format( '%s::base:ndims=2', pkg ), function benchmark( b ) {
var values;
var v;
var i;

values = [
baseEmpty( 'float64', [ 2, 2 ], 'row-major' ),
baseEmpty( 'float32', [ 2, 2 ], 'row-major' ),
baseEmpty( 'int32', [ 2, 2 ], 'row-major' ),
baseEmpty( 'complex128', [ 2, 2 ], 'row-major' ),
baseEmpty( 'generic', [ 2, 2 ], 'row-major' )
];

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
v = rot180( values[ i%values.length ], [ 0, 1 ], false );
if ( typeof v !== 'object' ) {
b.fail( 'should return an ndarray' );
}
}
b.toc();
if ( !isndarrayLike( v ) ) {
b.fail( 'should return an ndarray' );
}
b.pass( 'benchmark finished' );
b.end();
});

bench( format( '%s::non-base:ndims=2', pkg ), function benchmark( b ) {
var values;
var v;
var i;

/* eslint-disable object-curly-newline, stdlib/line-closing-bracket-spacing */

values = [
empty( [ 2, 2 ], { 'dtype': 'float64' } ),
empty( [ 2, 2 ], { 'dtype': 'float32' } ),
empty( [ 2, 2 ], { 'dtype': 'int32' } ),
empty( [ 2, 2 ], { 'dtype': 'complex128' } ),
empty( [ 2, 2 ], { 'dtype': 'generic' } )
];

/* eslint-enable object-curly-newline, stdlib/line-closing-bracket-spacing */

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
v = rot180( values[ i%values.length ], [ 0, 1 ], false );
if ( typeof v !== 'object' ) {
b.fail( 'should return an ndarray' );
}
}
b.toc();
if ( !isndarrayLike( v ) ) {
b.fail( 'should return an ndarray' );
}
b.pass( 'benchmark finished' );
b.end();
});

bench( format( '%s::base:ndims=3,dims=[1,2]', pkg ), function benchmark( b ) {
var values;
var v;
var i;

values = [
baseEmpty( 'float64', [ 2, 2, 2 ], 'row-major' ),
baseEmpty( 'float32', [ 2, 2, 2 ], 'row-major' ),
baseEmpty( 'int32', [ 2, 2, 2 ], 'row-major' ),
baseEmpty( 'complex128', [ 2, 2, 2 ], 'row-major' ),
baseEmpty( 'generic', [ 2, 2, 2 ], 'row-major' )
];

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
v = rot180( values[ i%values.length ], [ 1, 2 ], false );
if ( typeof v !== 'object' ) {
b.fail( 'should return an ndarray' );
}
}
b.toc();
if ( !isndarrayLike( v ) ) {
b.fail( 'should return an ndarray' );
}
b.pass( 'benchmark finished' );
b.end();
});

bench( format( '%s::base:ndims=3,dims=[0,2]', pkg ), function benchmark( b ) {
var values;
var v;
var i;

values = [
baseEmpty( 'float64', [ 2, 2, 2 ], 'row-major' ),
baseEmpty( 'float32', [ 2, 2, 2 ], 'row-major' ),
baseEmpty( 'int32', [ 2, 2, 2 ], 'row-major' ),
baseEmpty( 'complex128', [ 2, 2, 2 ], 'row-major' ),
baseEmpty( 'generic', [ 2, 2, 2 ], 'row-major' )
];

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
v = rot180( values[ i%values.length ], [ 0, 2 ], false );
if ( typeof v !== 'object' ) {
b.fail( 'should return an ndarray' );
}
}
b.toc();
if ( !isndarrayLike( v ) ) {
b.fail( 'should return an ndarray' );
}
b.pass( 'benchmark finished' );
b.end();
});

bench( format( '%s::base:ndims=4', pkg ), function benchmark( b ) {
var values;
var v;
var i;

values = [
baseEmpty( 'float64', [ 2, 2, 2, 2 ], 'row-major' ),
baseEmpty( 'float32', [ 2, 2, 2, 2 ], 'row-major' ),
baseEmpty( 'int32', [ 2, 2, 2, 2 ], 'row-major' ),
baseEmpty( 'complex128', [ 2, 2, 2, 2 ], 'row-major' ),
baseEmpty( 'generic', [ 2, 2, 2, 2 ], 'row-major' )
];

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
v = rot180( values[ i%values.length ], [ 2, 3 ], false );
if ( typeof v !== 'object' ) {
b.fail( 'should return an ndarray' );
}
}
b.toc();
if ( !isndarrayLike( v ) ) {
b.fail( 'should return an ndarray' );
}
b.pass( 'benchmark finished' );
b.end();
});

bench( format( '%s::base:ndims=5', pkg ), function benchmark( b ) {
var values;
var v;
var i;

values = [
baseEmpty( 'float64', [ 2, 2, 2, 2, 2 ], 'row-major' ),
baseEmpty( 'float32', [ 2, 2, 2, 2, 2 ], 'row-major' ),
baseEmpty( 'int32', [ 2, 2, 2, 2, 2 ], 'row-major' ),
baseEmpty( 'complex128', [ 2, 2, 2, 2, 2 ], 'row-major' ),
baseEmpty( 'generic', [ 2, 2, 2, 2, 2 ], 'row-major' )
];

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
v = rot180( values[ i%values.length ], [ 3, 4 ], false );
if ( typeof v !== 'object' ) {
b.fail( 'should return an ndarray' );
}
}
b.toc();
if ( !isndarrayLike( v ) ) {
b.fail( 'should return an ndarray' );
}
b.pass( 'benchmark finished' );
b.end();
});
40 changes: 40 additions & 0 deletions lib/node_modules/@stdlib/ndarray/base/rot180/docs/repl.txt
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{{alias}}( x, dims, writable )
Rotates an ndarray 180 degrees in a specified plane.

Each provided dimension index must reside on the interval [-ndims, ndims-1].

The returned ndarray is always a *view* of the input ndarray. Accordingly,
writing to the original ndarray will mutate the returned ndarray and vice
versa.

Parameters
----------
x: ndarray
Input array.

dims: ArrayLikeObject<integer>
Dimension indices defining the plane of rotation. Must contain exactly
two unique dimension indices. If less than zero, an index is resolved
relative to the last dimension, with the last dimension corresponding to
the value `-1`.

writable: boolean
Boolean indicating whether a returned ndarray should be writable. This
parameter only applies to ndarray constructors which support read-only
instances.

Returns
-------
out: ndarray
Output array view.

Examples
--------
> var x = {{alias:@stdlib/ndarray/array}}( [ [ 1, 2 ], [ 3, 4 ] ] )
<ndarray>[ [ 1, 2 ], [ 3, 4 ] ]
> var y = {{alias}}( x, [ 0, 1 ], false )
<ndarray>[ [ 4, 3 ], [ 2, 1 ] ]

See Also
--------
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