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feat: add ndarray/base/to-rot180
PR-URL: #11778 Reviewed-by: Athan Reines <kgryte@gmail.com> Closes: stdlib-js/metr-issue-tracker#306
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‎lib/node_modules/@stdlib/ndarray/base/to-rot180/README.md‎

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<!--
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@license Apache-2.0
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Copyright (c) 2026 The Stdlib Authors.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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-->
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# toRot180
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> Return a new ndarray where an ndarray is rotated 180 degrees in a specified plane.
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<!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. -->
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<section class="intro">
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</section>
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<!-- /.intro -->
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<!-- Package usage documentation. -->
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<section class="usage">
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## Usage
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```javascript
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var toRot180 = require( '@stdlib/ndarray/base/to-rot180' );
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```
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#### toRot180( x, dims )
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Returns a new ndarray where an ndarray is rotated 180 degrees in a specified plane.
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```javascript
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var array = require( '@stdlib/ndarray/array' );
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var x = array( [ [ 1, 2 ], [ 3, 4 ] ] );
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// returns <ndarray>[ [ 1, 2 ], [ 3, 4 ] ]
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var y = toRot180( x, [ 0, 1 ] );
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// returns <ndarray>[ [ 4, 3 ], [ 2, 1 ] ]
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```
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The function accepts the following arguments:
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- **x**: input ndarray.
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- **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`.
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</section>
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<!-- /.usage -->
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<!-- Package usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
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<section class="notes">
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## Notes
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- Each provided dimension index must reside on the interval `[-ndims, ndims-1]`.
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</section>
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<!-- /.notes -->
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<!-- Package usage examples. -->
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<section class="examples">
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## Examples
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<!-- eslint no-undef: "error" -->
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```javascript
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var array = require( '@stdlib/ndarray/array' );
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var ndarray2array = require( '@stdlib/ndarray/to-array' );
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var toRot180 = require( '@stdlib/ndarray/base/to-rot180' );
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// Create a 2x3 matrix:
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var x = array( [ [ 1, 2, 3 ], [ 4, 5, 6 ] ] );
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// Rotate 180 degrees in the (0,1) plane:
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var y = toRot180( x, [ 0, 1 ] );
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var arr = ndarray2array( y );
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// returns [ [ 6, 5, 4 ], [ 3, 2, 1 ] ]
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// Supports negative dimension indices:
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y = toRot180( x, [ -2, -1 ] );
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arr = ndarray2array( y );
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// returns [ [ 6, 5, 4 ], [ 3, 2, 1 ] ]
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// Rotating twice returns the original arrangement:
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y = toRot180( toRot180( x, [ 0, 1 ] ), [ 0, 1 ] );
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arr = ndarray2array( y );
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// returns [ [ 1, 2, 3 ], [ 4, 5, 6 ] ]
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```
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</section>
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<!-- /.examples -->
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<!-- 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. -->
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<section class="references">
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</section>
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<!-- /.references -->
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<!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. -->
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<section class="related">
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</section>
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<!-- /.related -->
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<!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
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<section class="links">
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<!-- <related-links> -->
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<!-- </related-links> -->
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</section>
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<!-- /.links -->

‎lib/node_modules/@stdlib/ndarray/base/to-rot180/benchmark/benchmark.js‎

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/**
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* @license Apache-2.0
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*
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* Copyright (c) 2026 The Stdlib Authors.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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'use strict';
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// MODULES //
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var bench = require( '@stdlib/bench' );
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var isndarrayLike = require( '@stdlib/assert/is-ndarray-like' );
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var baseEmpty = require( '@stdlib/ndarray/base/empty' );
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var empty = require( '@stdlib/ndarray/empty' );
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var format = require( '@stdlib/string/format' );
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var pkg = require( './../package.json' ).name;
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var toRot180 = require( './../lib' );
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// MAIN //
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bench( format( '%s::base:ndims=2', pkg ), function benchmark( b ) {
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var values;
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var out;
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var i;
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values = [
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baseEmpty( 'float64', [ 2, 2 ], 'row-major' ),
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baseEmpty( 'float32', [ 2, 2 ], 'row-major' ),
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baseEmpty( 'int32', [ 2, 2 ], 'row-major' ),
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baseEmpty( 'complex128', [ 2, 2 ], 'row-major' ),
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baseEmpty( 'generic', [ 2, 2 ], 'row-major' )
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];
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b.tic();
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for ( i = 0; i < b.iterations; i++ ) {
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out = toRot180( values[ i%values.length ], [ 0, 1 ] );
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if ( typeof out !== 'object' ) {
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b.fail( 'should return an ndarray' );
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}
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}
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b.toc();
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if ( !isndarrayLike( out ) ) {
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b.fail( 'should return an ndarray' );
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}
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b.pass( 'benchmark finished' );
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b.end();
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});
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bench( format( '%s::non-base:ndims=2', pkg ), function benchmark( b ) {
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var values;
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var out;
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var i;
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/* eslint-disable object-curly-newline, stdlib/line-closing-bracket-spacing */
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values = [
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empty( [ 2, 2 ], { 'dtype': 'float64' } ),
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empty( [ 2, 2 ], { 'dtype': 'float32' } ),
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empty( [ 2, 2 ], { 'dtype': 'int32' } ),
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empty( [ 2, 2 ], { 'dtype': 'complex128' } ),
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empty( [ 2, 2 ], { 'dtype': 'generic' } )
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];
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/* eslint-enable object-curly-newline, stdlib/line-closing-bracket-spacing */
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b.tic();
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for ( i = 0; i < b.iterations; i++ ) {
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out = toRot180( values[ i%values.length ], [ 0, 1 ] );
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if ( typeof out !== 'object' ) {
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b.fail( 'should return an ndarray' );
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}
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}
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b.toc();
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if ( !isndarrayLike( out ) ) {
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b.fail( 'should return an ndarray' );
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}
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b.pass( 'benchmark finished' );
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b.end();
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});
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bench( format( '%s::base:ndims=3,dims=[1,2]', pkg ), function benchmark( b ) {
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var values;
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var out;
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var i;
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values = [
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baseEmpty( 'float64', [ 2, 2, 2 ], 'row-major' ),
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baseEmpty( 'float32', [ 2, 2, 2 ], 'row-major' ),
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baseEmpty( 'int32', [ 2, 2, 2 ], 'row-major' ),
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baseEmpty( 'complex128', [ 2, 2, 2 ], 'row-major' ),
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baseEmpty( 'generic', [ 2, 2, 2 ], 'row-major' )
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];
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b.tic();
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for ( i = 0; i < b.iterations; i++ ) {
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out = toRot180( values[ i%values.length ], [ 1, 2 ] );
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if ( typeof out !== 'object' ) {
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b.fail( 'should return an ndarray' );
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}
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}
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b.toc();
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if ( !isndarrayLike( out ) ) {
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b.fail( 'should return an ndarray' );
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}
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b.pass( 'benchmark finished' );
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b.end();
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});
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bench( format( '%s::base:ndims=3,dims=[0,2]', pkg ), function benchmark( b ) {
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var values;
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var out;
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var i;
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values = [
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baseEmpty( 'float64', [ 2, 2, 2 ], 'row-major' ),
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baseEmpty( 'float32', [ 2, 2, 2 ], 'row-major' ),
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baseEmpty( 'int32', [ 2, 2, 2 ], 'row-major' ),
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baseEmpty( 'complex128', [ 2, 2, 2 ], 'row-major' ),
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baseEmpty( 'generic', [ 2, 2, 2 ], 'row-major' )
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];
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b.tic();
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for ( i = 0; i < b.iterations; i++ ) {
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out = toRot180( values[ i%values.length ], [ 0, 2 ] );
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if ( typeof out !== 'object' ) {
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b.fail( 'should return an ndarray' );
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}
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}
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b.toc();
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if ( !isndarrayLike( out ) ) {
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b.fail( 'should return an ndarray' );
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}
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b.pass( 'benchmark finished' );
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b.end();
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});
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bench( format( '%s::base:ndims=4', pkg ), function benchmark( b ) {
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var values;
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var out;
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var i;
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values = [
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baseEmpty( 'float64', [ 2, 2, 2, 2 ], 'row-major' ),
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baseEmpty( 'float32', [ 2, 2, 2, 2 ], 'row-major' ),
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baseEmpty( 'int32', [ 2, 2, 2, 2 ], 'row-major' ),
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baseEmpty( 'complex128', [ 2, 2, 2, 2 ], 'row-major' ),
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baseEmpty( 'generic', [ 2, 2, 2, 2 ], 'row-major' )
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];
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b.tic();
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for ( i = 0; i < b.iterations; i++ ) {
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out = toRot180( values[ i%values.length ], [ 2, 3 ] );
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if ( typeof out !== 'object' ) {
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b.fail( 'should return an ndarray' );
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}
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}
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b.toc();
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if ( !isndarrayLike( out ) ) {
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b.fail( 'should return an ndarray' );
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}
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b.pass( 'benchmark finished' );
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b.end();
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});
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bench( format( '%s::base:ndims=5', pkg ), function benchmark( b ) {
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var values;
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var out;
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var i;
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values = [
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baseEmpty( 'float64', [ 2, 2, 2, 2, 2 ], 'row-major' ),
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baseEmpty( 'float32', [ 2, 2, 2, 2, 2 ], 'row-major' ),
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baseEmpty( 'int32', [ 2, 2, 2, 2, 2 ], 'row-major' ),
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baseEmpty( 'complex128', [ 2, 2, 2, 2, 2 ], 'row-major' ),
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baseEmpty( 'generic', [ 2, 2, 2, 2, 2 ], 'row-major' )
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];
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b.tic();
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for ( i = 0; i < b.iterations; i++ ) {
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out = toRot180( values[ i%values.length ], [ 3, 4 ] );
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if ( typeof out !== 'object' ) {
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b.fail( 'should return an ndarray' );
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}
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}
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b.toc();
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if ( !isndarrayLike( out ) ) {
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b.fail( 'should return an ndarray' );
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}
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b.pass( 'benchmark finished' );
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b.end();
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});

‎lib/node_modules/@stdlib/ndarray/base/to-rot180/docs/repl.txt‎

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{{alias}}( x, dims )
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Returns a new ndarray where an ndarray is rotated 180 degrees in a specified
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plane.
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Each provided dimension index must reside on the interval [-ndims, ndims-1].
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Parameters
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----------
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x: ndarray
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Input array.
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dims: ArrayLikeObject<integer>
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Dimension indices defining the plane of rotation. Must contain exactly
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two unique dimension indices. If less than zero, an index is resolved
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relative to the last dimension, with the last dimension corresponding to
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the value `-1`.
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Returns
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-------
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out: ndarray
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Output array.
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Examples
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--------
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> var x = {{alias:@stdlib/ndarray/array}}( [ [ 1, 2 ], [ 3, 4 ] ] )
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<ndarray>[ [ 1, 2 ], [ 3, 4 ] ]
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> var y = {{alias}}( x, [ 0, 1 ] )
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<ndarray>[ [ 4, 3 ], [ 2, 1 ] ]
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See Also
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--------

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