diff --git a/lib/node_modules/@stdlib/ndarray/base/to-rot90/README.md b/lib/node_modules/@stdlib/ndarray/base/to-rot90/README.md new file mode 100644 index 000000000000..9cd4e0db6b7c --- /dev/null +++ b/lib/node_modules/@stdlib/ndarray/base/to-rot90/README.md @@ -0,0 +1,158 @@ + + +# toRot90 + +> Return a new ndarray where an ndarray is rotated 90 degrees in a specified plane. + + + +
+ +
+ + + + + +
+ +## Usage + +```javascript +var toRot90 = require( '@stdlib/ndarray/base/to-rot90' ); +``` + +#### toRot90( x, dims, k ) + +Returns a new ndarray where an ndarray is rotated 90 degrees in a specified plane. + +```javascript +var array = require( '@stdlib/ndarray/array' ); + +var x = array( [ [ 1, 2 ], [ 3, 4 ] ] ); +// returns [ [ 1, 2 ], [ 3, 4 ] ] + +var y = toRot90( x, [ 0, 1 ], 1 ); +// returns [ [ 2, 4 ], [ 1, 3 ] ] +``` + +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`. +- **k**: number of times to rotate by 90 degrees. Positive values rotate counterclockwise. Negative values rotate clockwise. + +
+ + + + + +
+ +## Notes + +- If `k > 0`, the function rotates the plane from the first specified dimension toward the second specified dimension. This means that, for a two-dimensional ndarray and `dims = [0, 1]`, the function rotates the plane counterclockwise. +- If `k < 0`, the function rotates the plane from the second specified dimension toward the first specified dimension. This means that, for a two-dimensional ndarray and `dims = [0, 1]`, the function rotates the plane clockwise. +- Each provided dimension index must reside on the interval `[-ndims, ndims-1]`. + +
+ + + + + +
+ +## Examples + + + +```javascript +var array = require( '@stdlib/ndarray/array' ); +var ndarray2array = require( '@stdlib/ndarray/to-array' ); +var toRot90 = require( '@stdlib/ndarray/base/to-rot90' ); + +// Create a 2x3 matrix: +var x = array( [ [ 1, 2, 3 ], [ 4, 5, 6 ] ] ); + +// Rotate 90 degrees counterclockwise in the (0,1) plane: +var y = toRot90( x, [ 0, 1 ], 1 ); +var arr = ndarray2array( y ); +// returns [ [ 3, 6 ], [ 2, 5 ], [ 1, 4 ] ] + +// Rotate 180 degrees: +y = toRot90( x, [ 0, 1 ], 2 ); +arr = ndarray2array( y ); +// returns [ [ 6, 5, 4 ], [ 3, 2, 1 ] ] + +// Rotate 270 degrees counterclockwise (equivalent to k=-1): +y = toRot90( x, [ 0, 1 ], 3 ); +arr = ndarray2array( y ); +// returns [ [ 4, 1 ], [ 5, 2 ], [ 6, 3 ] ] + +// Rotate 360 degrees (equivalent to no rotation): +y = toRot90( x, [ 0, 1 ], 4 ); +arr = ndarray2array( y ); +// returns [ [ 1, 2, 3 ], [ 4, 5, 6 ] ] + +// Rotate 90 degrees clockwise (equivalent to k=3): +y = toRot90( x, [ 0, 1 ], -1 ); +arr = ndarray2array( y ); +// returns [ [ 4, 1 ], [ 5, 2 ], [ 6, 3 ] ] + +// Reverse the rotation direction by reversing the dimension order: +y = toRot90( x, [ 1, 0 ], 1 ); +arr = ndarray2array( y ); +// returns [ [ 4, 1 ], [ 5, 2 ], [ 6, 3 ] ] +``` + +
+ + + + + +
+ +
+ + + + + + + + + + + + + + diff --git a/lib/node_modules/@stdlib/ndarray/base/to-rot90/benchmark/benchmark.js b/lib/node_modules/@stdlib/ndarray/base/to-rot90/benchmark/benchmark.js new file mode 100644 index 000000000000..56d640c7a67f --- /dev/null +++ b/lib/node_modules/@stdlib/ndarray/base/to-rot90/benchmark/benchmark.js @@ -0,0 +1,204 @@ +/** +* @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 toRot90 = require( './../lib' ); + + +// MAIN // + +bench( format( '%s::base:ndims=2', pkg ), function benchmark( b ) { + var values; + var out; + 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++ ) { + out = toRot90( values[ i%values.length ], [ 0, 1 ], 1 ); + if ( typeof out !== 'object' ) { + b.fail( 'should return an ndarray' ); + } + } + b.toc(); + if ( !isndarrayLike( out ) ) { + 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 out; + 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++ ) { + out = toRot90( values[ i%values.length ], [ 0, 1 ], 1 ); + if ( typeof out !== 'object' ) { + b.fail( 'should return an ndarray' ); + } + } + b.toc(); + if ( !isndarrayLike( out ) ) { + 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 out; + 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++ ) { + out = toRot90( values[ i%values.length ], [ 1, 2 ], 1 ); + if ( typeof out !== 'object' ) { + b.fail( 'should return an ndarray' ); + } + } + b.toc(); + if ( !isndarrayLike( out ) ) { + 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 out; + 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++ ) { + out = toRot90( values[ i%values.length ], [ 0, 2 ], 1 ); + if ( typeof out !== 'object' ) { + b.fail( 'should return an ndarray' ); + } + } + b.toc(); + if ( !isndarrayLike( out ) ) { + 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 out; + 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++ ) { + out = toRot90( values[ i%values.length ], [ 2, 3 ], 1 ); + if ( typeof out !== 'object' ) { + b.fail( 'should return an ndarray' ); + } + } + b.toc(); + if ( !isndarrayLike( out ) ) { + 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 out; + 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++ ) { + out = toRot90( values[ i%values.length ], [ 3, 4 ], 1 ); + if ( typeof out !== 'object' ) { + b.fail( 'should return an ndarray' ); + } + } + b.toc(); + if ( !isndarrayLike( out ) ) { + b.fail( 'should return an ndarray' ); + } + b.pass( 'benchmark finished' ); + b.end(); +}); diff --git a/lib/node_modules/@stdlib/ndarray/base/to-rot90/docs/repl.txt b/lib/node_modules/@stdlib/ndarray/base/to-rot90/docs/repl.txt new file mode 100644 index 000000000000..1ff6ceac2878 --- /dev/null +++ b/lib/node_modules/@stdlib/ndarray/base/to-rot90/docs/repl.txt @@ -0,0 +1,49 @@ + +{{alias}}( x, dims, k ) + Returns a new ndarray where an ndarray is rotated 90 degrees in a specified + plane. + + If `k > 0`, the function rotates the plane from the first specified + dimension toward the second specified dimension. This means that, for a two- + dimensional ndarray and `dims = [0, 1]`, the function rotates the plane + counterclockwise. + + If `k < 0`, the function rotates the plane from the second specified + dimension toward the first specified dimension. This means that, for a two- + dimensional ndarray and `dims = [0, 1]`, the function rotates the plane + clockwise. + + Each provided dimension index must reside on the interval [-ndims, ndims-1]. + + Parameters + ---------- + x: ndarray + Input array. + + dims: ArrayLikeObject + 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`. + + k: integer + Number of times to rotate by 90 degrees. + + Returns + ------- + out: ndarray + Output array. + + Examples + -------- + > var x = {{alias:@stdlib/ndarray/array}}( [ [ 1, 2 ], [ 3, 4 ] ] ) + [ [ 1, 2 ], [ 3, 4 ] ] + > var y = {{alias}}( x, [ 0, 1 ], 1 ) + [ [ 2, 4 ], [ 1, 3 ] ] + > y = {{alias}}( x, [ 0, 1 ], 2 ) + [ [ 4, 3 ], [ 2, 1 ] ] + > y = {{alias}}( x, [ 0, 1 ], 3 ) + [ [ 3, 1 ], [ 4, 2 ] ] + + See Also + -------- diff --git a/lib/node_modules/@stdlib/ndarray/base/to-rot90/docs/types/index.d.ts b/lib/node_modules/@stdlib/ndarray/base/to-rot90/docs/types/index.d.ts new file mode 100644 index 000000000000..76a4cb3276f6 --- /dev/null +++ b/lib/node_modules/@stdlib/ndarray/base/to-rot90/docs/types/index.d.ts @@ -0,0 +1,54 @@ +/* +* @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. +*/ + +// TypeScript Version: 4.1 + +/// + +import { typedndarray } from '@stdlib/types/ndarray'; +import { Collection } from '@stdlib/types/array'; + +/** +* Returns a new ndarray where an ndarray is rotated 90 degrees in a specified plane. +* +* ## Notes +* +* - If `k > 0`, the function rotates the plane from the first specified dimension toward the second specified dimension. This means that, for a two-dimensional ndarray and `dims = [0, 1]`, the function rotates the plane counterclockwise. +* - If `k < 0`, the function rotates the plane from the second specified dimension toward the first specified dimension. This means that, for a two-dimensional ndarray and `dims = [0, 1]`, the function rotates the plane clockwise. +* - Each provided dimension index must reside on the interval `[-ndims, ndims-1]`. +* +* @param x - input array +* @param dims - dimension indices defining the plane of rotation +* @param k - number of times to rotate by 90 degrees +* @returns output array +* +* @example +* var array = require( '@stdlib/ndarray/array' ); +* +* var x = array( [ [ 1, 2 ], [ 3, 4 ] ] ); +* // returns [ [ 1, 2 ], [ 3, 4 ] ] +* +* var y = toRot90( x, [ 0, 1 ], 1 ); +* // returns [ [ 2, 4 ], [ 1, 3 ] ] +*/ +declare function toRot90 = typedndarray>( x: U, dims: Collection, k: number ): U; + + +// EXPORTS // + +export = toRot90; diff --git a/lib/node_modules/@stdlib/ndarray/base/to-rot90/docs/types/test.ts b/lib/node_modules/@stdlib/ndarray/base/to-rot90/docs/types/test.ts new file mode 100644 index 000000000000..b7d012f38d34 --- /dev/null +++ b/lib/node_modules/@stdlib/ndarray/base/to-rot90/docs/types/test.ts @@ -0,0 +1,91 @@ +/* +* @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. +*/ + +import zeros = require( '@stdlib/ndarray/base/zeros' ); +import toRot90 = require( './index' ); + + +// TESTS // + +// The function returns an ndarray... +{ + const sh = [ 2, 2 ]; + const ord = 'row-major'; + + toRot90( zeros( 'float64', sh, ord ), [ 0, 1 ], 1 ); // $ExpectType float64ndarray + toRot90( zeros( 'float32', sh, ord ), [ 0, 1 ], 1 ); // $ExpectType float32ndarray + toRot90( zeros( 'complex128', sh, ord ), [ 0, 1 ], 1 ); // $ExpectType complex128ndarray + toRot90( zeros( 'complex64', sh, ord ), [ 0, 1 ], 1 ); // $ExpectType complex64ndarray + toRot90( zeros( 'int32', sh, ord ), [ 0, 1 ], 1 ); // $ExpectType int32ndarray + toRot90( zeros( 'int16', sh, ord ), [ 0, 1 ], 1 ); // $ExpectType int16ndarray + toRot90( zeros( 'int8', sh, ord ), [ 0, 1 ], 1 ); // $ExpectType int8ndarray + toRot90( zeros( 'uint32', sh, ord ), [ 0, 1 ], 1 ); // $ExpectType uint32ndarray + toRot90( zeros( 'uint16', sh, ord ), [ 0, 1 ], 1 ); // $ExpectType uint16ndarray + toRot90( zeros( 'uint8', sh, ord ), [ 0, 1 ], 1 ); // $ExpectType uint8ndarray + toRot90( zeros( 'uint8c', sh, ord ), [ 0, 1 ], 1 ); // $ExpectType uint8cndarray + toRot90( zeros( 'generic', sh, ord ), [ 0, 1 ], 1 ); // $ExpectType genericndarray +} + +// The compiler throws an error if the function is provided a first argument which is not an ndarray... +{ + toRot90( '10', [ 0, 1 ], 1 ); // $ExpectError + toRot90( 10, [ 0, 1 ], 1 ); // $ExpectError + toRot90( false, [ 0, 1 ], 1 ); // $ExpectError + toRot90( true, [ 0, 1 ], 1 ); // $ExpectError + toRot90( null, [ 0, 1 ], 1 ); // $ExpectError + toRot90( void 0, [ 0, 1 ], 1 ); // $ExpectError + toRot90( [], [ 0, 1 ], 1 ); // $ExpectError + toRot90( {}, [ 0, 1 ], 1 ); // $ExpectError + toRot90( ( x: number ): number => x, [ 0, 1 ], 1 ); // $ExpectError +} + +// The compiler throws an error if the function is provided a second argument which is not a collection of numbers... +{ + const x = zeros( 'float64', [ 2, 2 ], 'row-major' ); + + toRot90( x, '10', 1 ); // $ExpectError + toRot90( x, 10, 1 ); // $ExpectError + toRot90( x, false, 1 ); // $ExpectError + toRot90( x, true, 1 ); // $ExpectError + toRot90( x, null, 1 ); // $ExpectError + toRot90( x, void 0, 1 ); // $ExpectError + toRot90( x, {}, 1 ); // $ExpectError + toRot90( x, ( x: number ): number => x, 1 ); // $ExpectError +} + +// The compiler throws an error if the function is provided a third argument which is not a number... +{ + const x = zeros( 'float64', [ 2, 2 ], 'row-major' ); + + toRot90( x, [ 0, 1 ], '10' ); // $ExpectError + toRot90( x, [ 0, 1 ], false ); // $ExpectError + toRot90( x, [ 0, 1 ], true ); // $ExpectError + toRot90( x, [ 0, 1 ], null ); // $ExpectError + toRot90( x, [ 0, 1 ], void 0 ); // $ExpectError + toRot90( x, [ 0, 1 ], [] ); // $ExpectError + toRot90( x, [ 0, 1 ], {} ); // $ExpectError + toRot90( x, [ 0, 1 ], ( x: number ): number => x ); // $ExpectError +} + +// The compiler throws an error if the function is provided an unsupported number of arguments... +{ + toRot90(); // $ExpectError + toRot90( zeros( 'float64', [ 2, 2 ], 'row-major' ) ); // $ExpectError + toRot90( zeros( 'float64', [ 2, 2 ], 'row-major' ), [ 0, 1 ] ); // $ExpectError + toRot90( zeros( 'float64', [ 2, 2 ], 'row-major' ), [ 0, 1 ], 1, {} ); // $ExpectError +} diff --git a/lib/node_modules/@stdlib/ndarray/base/to-rot90/examples/index.js b/lib/node_modules/@stdlib/ndarray/base/to-rot90/examples/index.js new file mode 100644 index 000000000000..e511d1178f95 --- /dev/null +++ b/lib/node_modules/@stdlib/ndarray/base/to-rot90/examples/index.js @@ -0,0 +1,56 @@ +/** +* @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'; + +var array = require( '@stdlib/ndarray/array' ); +var ndarray2array = require( '@stdlib/ndarray/to-array' ); +var toRot90 = require( './../lib' ); + +// Create a 2x3 matrix: +var x = array( [ [ 1, 2, 3 ], [ 4, 5, 6 ] ] ); + +// Rotate 90 degrees counterclockwise in the (0,1) plane: +var y = toRot90( x, [ 0, 1 ], 1 ); +console.log( ndarray2array( y ) ); +// => [ [ 3, 6 ], [ 2, 5 ], [ 1, 4 ] ] + +// Rotate 180 degrees: +y = toRot90( x, [ 0, 1 ], 2 ); +console.log( ndarray2array( y ) ); +// => [ [ 6, 5, 4 ], [ 3, 2, 1 ] ] + +// Rotate 270 degrees counterclockwise: +y = toRot90( x, [ 0, 1 ], 3 ); +console.log( ndarray2array( y ) ); +// => [ [ 4, 1 ], [ 5, 2 ], [ 6, 3 ] ] + +// Rotate 360 degrees: +y = toRot90( x, [ 0, 1 ], 4 ); +console.log( ndarray2array( y ) ); +// => [ [ 1, 2, 3 ], [ 4, 5, 6 ] ] + +// Rotate 90 degrees clockwise (equivalent to k=3): +y = toRot90( x, [ 0, 1 ], -1 ); +console.log( ndarray2array( y ) ); +// => [ [ 4, 1 ], [ 5, 2 ], [ 6, 3 ] ] + +// Reverse the rotation direction by reversing the dimension order: +y = toRot90( x, [ 1, 0 ], 1 ); +console.log( ndarray2array( y ) ); +// => [ [ 4, 1 ], [ 5, 2 ], [ 6, 3 ] ] diff --git a/lib/node_modules/@stdlib/ndarray/base/to-rot90/lib/index.js b/lib/node_modules/@stdlib/ndarray/base/to-rot90/lib/index.js new file mode 100644 index 000000000000..4dd9047a094e --- /dev/null +++ b/lib/node_modules/@stdlib/ndarray/base/to-rot90/lib/index.js @@ -0,0 +1,44 @@ +/** +* @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'; + +/** +* Return a new ndarray where an ndarray is rotated 90 degrees in a specified plane. +* +* @module @stdlib/ndarray/base/to-rot90 +* +* @example +* var array = require( '@stdlib/ndarray/array' ); +* var toRot90 = require( '@stdlib/ndarray/base/to-rot90' ); +* +* var x = array( [ [ 1, 2 ], [ 3, 4 ] ] ); +* // returns [ [ 1, 2 ], [ 3, 4 ] ] +* +* var y = toRot90( x, [ 0, 1 ], 1 ); +* // returns [ [ 2, 4 ], [ 1, 3 ] ] +*/ + +// MODULES // + +var main = require( './main.js' ); + + +// EXPORTS // + +module.exports = main; diff --git a/lib/node_modules/@stdlib/ndarray/base/to-rot90/lib/main.js b/lib/node_modules/@stdlib/ndarray/base/to-rot90/lib/main.js new file mode 100644 index 000000000000..43b6a611585d --- /dev/null +++ b/lib/node_modules/@stdlib/ndarray/base/to-rot90/lib/main.js @@ -0,0 +1,76 @@ +/** +* @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 emptyLike = require( '@stdlib/ndarray/base/empty-like' ); +var rot90 = require( '@stdlib/ndarray/base/rot90' ); +var assign = require( '@stdlib/ndarray/base/assign' ); + + +// MAIN // + +/** +* Returns a new ndarray where an ndarray is rotated 90 degrees in a specified plane. +* +* ## Notes +* +* - If `k > 0`, the function rotates the plane from the first specified dimension toward the second specified dimension. This means that, for a two-dimensional ndarray and `dims = [0, 1]`, the function rotates the plane counterclockwise. +* - If `k < 0`, the function rotates the plane from the second specified dimension toward the first specified dimension. This means that, for a two-dimensional ndarray and `dims = [0, 1]`, the function rotates the plane clockwise. +* - Each provided dimension index must reside on the interval `[-ndims, ndims-1]`. +* +* @param {ndarray} x - input array +* @param {IntegerArray} dims - dimension indices defining the plane of rotation +* @param {integer} k - number of times to rotate by 90 degrees +* @throws {RangeError} must provide exactly two dimension indices +* @throws {RangeError} input ndarray must have at least two dimensions +* @throws {RangeError} must provide valid dimension indices +* @throws {Error} must provide unique dimension indices +* @returns {ndarray} output array +* +* @example +* var array = require( '@stdlib/ndarray/array' ); +* +* var x = array( [ [ 1, 2 ], [ 3, 4 ] ] ); +* // returns [ [ 1, 2 ], [ 3, 4 ] ] +* +* var y = toRot90( x, [ 0, 1 ], 1 ); +* // returns [ [ 2, 4 ], [ 1, 3 ] ] +*/ +function toRot90( x, dims, k ) { + var out; + var xr; + + // Create a rotated view of the input ndarray: + xr = rot90( x, dims, k, false ); + + // Create an output ndarray having the same shape and data type as the rotated view: + out = emptyLike( xr ); + + // Assign the elements of the rotated view to the output ndarray: + assign( [ xr, out ] ); + + return out; +} + + +// EXPORTS // + +module.exports = toRot90; diff --git a/lib/node_modules/@stdlib/ndarray/base/to-rot90/package.json b/lib/node_modules/@stdlib/ndarray/base/to-rot90/package.json new file mode 100644 index 000000000000..e5a737c0f22f --- /dev/null +++ b/lib/node_modules/@stdlib/ndarray/base/to-rot90/package.json @@ -0,0 +1,66 @@ +{ + "name": "@stdlib/ndarray/base/to-rot90", + "version": "0.0.0", + "description": "Return a new ndarray where an ndarray is rotated 90 degrees in a specified plane.", + "license": "Apache-2.0", + "author": { + "name": "The Stdlib Authors", + "url": "https://github.com/stdlib-js/stdlib/graphs/contributors" + }, + "contributors": [ + { + "name": "The Stdlib Authors", + "url": "https://github.com/stdlib-js/stdlib/graphs/contributors" + } + ], + "main": "./lib", + "directories": { + "benchmark": "./benchmark", + "doc": "./docs", + "example": "./examples", + "lib": "./lib", + "test": "./test" + }, + "types": "./docs/types", + "scripts": {}, + "homepage": "https://github.com/stdlib-js/stdlib", + "repository": { + "type": "git", + "url": "git://github.com/stdlib-js/stdlib.git" + }, + "bugs": { + "url": "https://github.com/stdlib-js/stdlib/issues" + }, + "dependencies": {}, + "devDependencies": {}, + "engines": { + "node": ">=0.10.0", + "npm": ">2.7.0" + }, + "os": [ + "aix", + "darwin", + "freebsd", + "linux", + "macos", + "openbsd", + "sunos", + "win32", + "windows" + ], + "keywords": [ + "stdlib", + "stdtypes", + "types", + "base", + "data", + "structure", + "ndarray", + "matrix", + "rotate", + "rotation", + "rot90", + "plane", + "axis" + ] +} diff --git a/lib/node_modules/@stdlib/ndarray/base/to-rot90/test/test.js b/lib/node_modules/@stdlib/ndarray/base/to-rot90/test/test.js new file mode 100644 index 000000000000..4126ee93ae0d --- /dev/null +++ b/lib/node_modules/@stdlib/ndarray/base/to-rot90/test/test.js @@ -0,0 +1,668 @@ +/** +* @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 tape = require( 'tape' ); +var Float64Array = require( '@stdlib/array/float64' ); +var Float32Array = require( '@stdlib/array/float32' ); +var Complex128Array = require( '@stdlib/array/complex128' ); +var Complex64Array = require( '@stdlib/array/complex64' ); +var real = require( '@stdlib/complex/float64/real' ); +var imag = require( '@stdlib/complex/float64/imag' ); +var realf = require( '@stdlib/complex/float32/real' ); +var imagf = require( '@stdlib/complex/float32/imag' ); +var instanceOf = require( '@stdlib/assert/instance-of' ); +var base = require( '@stdlib/ndarray/base/ctor' ); +var ndarray = require( '@stdlib/ndarray/ctor' ); +var array = require( '@stdlib/ndarray/array' ); +var ndarray2array = require( '@stdlib/ndarray/to-array' ); +var getData = require( '@stdlib/ndarray/data-buffer' ); +var getDType = require( '@stdlib/ndarray/dtype' ); +var getOrder = require( '@stdlib/ndarray/order' ); +var getShape = require( '@stdlib/ndarray/shape' ); +var toRot90 = require( './../lib' ); + + +// TESTS // + +tape( 'main export is a function', function test( t ) { + t.ok( true, __filename ); + t.strictEqual( typeof toRot90, 'function', 'main export is a function' ); + t.end(); +}); + +tape( 'the function throws an error if provided an input ndarray with fewer than two dimensions', function test( t ) { + var values; + var i; + + values = [ + new base( 'float64', new Float64Array( [ 5.0 ] ), [], [ 0 ], 0, 'row-major' ), + new base( 'float64', new Float64Array( [ 1.0, 2.0, 3.0 ] ), [ 3 ], [ 1 ], 0, 'row-major' ) + ]; + for ( i = 0; i < values.length; i++ ) { + t.throws( badValue( values[ i ] ), RangeError, 'throws an error when provided an input ndarray with '+values[ i ].ndims+' dimensions' ); + } + t.end(); + + function badValue( x ) { + return function badValue() { + toRot90( x, [ 0, 1 ], 1 ); + }; + } +}); + +tape( 'the function throws an error if not provided exactly two dimension indices', function test( t ) { + var values; + var x; + var i; + + x = new base( 'float64', new Float64Array( [ 1.0, 2.0, 3.0, 4.0 ] ), [ 2, 2 ], [ 2, 1 ], 0, 'row-major' ); + + values = [ + [], + [ 0 ], + [ 0, 1, 0 ], + [ 0, 1, 0, 1 ] + ]; + for ( i = 0; i < values.length; i++ ) { + t.throws( badValue( values[ i ] ), RangeError, 'throws an error when provided ' + values[ i ].length + ' dimension indices' ); + } + t.end(); + + function badValue( dims ) { + return function badValue() { + toRot90( x, dims, 1 ); + }; + } +}); + +tape( 'the function throws an error if provided out-of-bounds dimension indices', function test( t ) { + var values; + var x; + var i; + + x = new base( 'float64', new Float64Array( [ 1.0, 2.0, 3.0, 4.0 ] ), [ 2, 2 ], [ 2, 1 ], 0, 'row-major' ); + + values = [ + [ 0, 2 ], + [ 2, 0 ], + [ -3, 0 ], + [ 0, -3 ], + [ 10, 0 ], + [ 0, 10 ] + ]; + for ( i = 0; i < values.length; i++ ) { + t.throws( badValue( values[ i ] ), RangeError, 'throws an error when provided dimension indices ['+values[ i ]+']' ); + } + t.end(); + + function badValue( dims ) { + return function badValue() { + toRot90( x, dims, 1 ); + }; + } +}); + +tape( 'the function throws an error if provided duplicate dimension indices', function test( t ) { + var values; + var x; + var i; + + x = new base( 'float64', new Float64Array( [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0 ] ), [ 2, 2, 2 ], [ 4, 2, 1 ], 0, 'row-major' ); + + values = [ + [ 0, 0 ], + [ 1, 1 ], + [ 2, 2 ], + [ 0, -3 ], + [ -2, 1 ], + [ -1, 2 ] + ]; + for ( i = 0; i < values.length; i++ ) { + t.throws( badValue( values[ i ] ), Error, 'throws an error when provided dimension indices ['+values[ i ]+']' ); + } + t.end(); + + function badValue( dims ) { + return function badValue() { + toRot90( x, dims, 1 ); + }; + } +}); + +tape( 'the function returns a new ndarray where a matrix is rotated in a specified plane for all values of k (dtype=float64, base, row-major)', function test( t ) { + var expected; + var arr; + var buf; + var x; + + buf = new Float64Array( [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0 ] ); + x = new base( 'float64', buf, [ 2, 3 ], [ 3, 1 ], 0, 'row-major' ); + + // k=0 (no rotation): + arr = toRot90( x, [ 0, 1 ], 0 ); + t.strictEqual( instanceOf( arr, base ), true, 'returns expected value' ); + t.strictEqual( String( getDType( arr ) ), String( getDType( x ) ), 'returns expected value' ); + t.deepEqual( getShape( arr ), [ 2, 3 ], 'returns expected value' ); + t.notEqual( getData( arr ), getData( x ), 'returns expected value' ); + t.strictEqual( getOrder( arr ), getOrder( x ), 'returns expected value' ); + t.notEqual( arr, x, 'returns expected value' ); + expected = [ [ 1.0, 2.0, 3.0 ], [ 4.0, 5.0, 6.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=1 (90 degrees counterclockwise): + arr = toRot90( x, [ 0, 1 ], 1 ); + t.deepEqual( getShape( arr ), [ 3, 2 ], 'returns expected value' ); + t.notEqual( getData( arr ), getData( x ), 'returns expected value' ); + expected = [ [ 3.0, 6.0 ], [ 2.0, 5.0 ], [ 1.0, 4.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=2 (180 degrees): + arr = toRot90( x, [ 0, 1 ], 2 ); + t.deepEqual( getShape( arr ), [ 2, 3 ], 'returns expected value' ); + t.notEqual( getData( arr ), getData( x ), 'returns expected value' ); + expected = [ [ 6.0, 5.0, 4.0 ], [ 3.0, 2.0, 1.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=3 (270 degrees counterclockwise = 90 degrees clockwise): + arr = toRot90( x, [ 0, 1 ], 3 ); + t.deepEqual( getShape( arr ), [ 3, 2 ], 'returns expected value' ); + t.notEqual( getData( arr ), getData( x ), 'returns expected value' ); + expected = [ [ 4.0, 1.0 ], [ 5.0, 2.0 ], [ 6.0, 3.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + t.end(); +}); + +tape( 'the function returns a new ndarray where a matrix is rotated in a specified plane for all values of k (dtype=float64, base, column-major)', function test( t ) { + var expected; + var arr; + var buf; + var x; + + buf = new Float64Array( [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0 ] ); + x = new base( 'float64', buf, [ 2, 3 ], [ 1, 2 ], 0, 'column-major' ); + + // In column-major with strides [1,2], x = [ [ 1.0, 3.0, 5.0 ], [ 2.0, 4.0, 6.0 ] ] + + // k=1: + arr = toRot90( x, [ 0, 1 ], 1 ); + t.deepEqual( getShape( arr ), [ 3, 2 ], 'returns expected value' ); + t.notEqual( getData( arr ), getData( x ), 'returns expected value' ); + expected = [ [ 5.0, 6.0 ], [ 3.0, 4.0 ], [ 1.0, 2.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=2: + arr = toRot90( x, [ 0, 1 ], 2 ); + t.deepEqual( getShape( arr ), [ 2, 3 ], 'returns expected value' ); + expected = [ [ 6.0, 4.0, 2.0 ], [ 5.0, 3.0, 1.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=3: + arr = toRot90( x, [ 0, 1 ], 3 ); + t.deepEqual( getShape( arr ), [ 3, 2 ], 'returns expected value' ); + expected = [ [ 2.0, 1.0 ], [ 4.0, 3.0 ], [ 6.0, 5.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + t.end(); +}); + +tape( 'the function returns a new ndarray where a matrix is rotated in a specified plane for all values of k (dtype=float64, non-base)', function test( t ) { + var expected; + var arr; + var buf; + var x; + + buf = new Float64Array( [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0 ] ); + x = array( buf, { + 'shape': [ 2, 3 ], + 'dtype': 'float64' + }); + + // k=0: + arr = toRot90( x, [ 0, 1 ], 0 ); + t.strictEqual( instanceOf( arr, ndarray ), true, 'returns expected value' ); + expected = [ [ 1.0, 2.0, 3.0 ], [ 4.0, 5.0, 6.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=1: + arr = toRot90( x, [ 0, 1 ], 1 ); + expected = [ [ 3.0, 6.0 ], [ 2.0, 5.0 ], [ 1.0, 4.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=2: + arr = toRot90( x, [ 0, 1 ], 2 ); + expected = [ [ 6.0, 5.0, 4.0 ], [ 3.0, 2.0, 1.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=3: + arr = toRot90( x, [ 0, 1 ], 3 ); + expected = [ [ 4.0, 1.0 ], [ 5.0, 2.0 ], [ 6.0, 3.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + t.end(); +}); + +tape( 'the function returns a new ndarray where a matrix is rotated in a specified plane for all values of k (dtype=float32)', function test( t ) { + var expected; + var arr; + var buf; + var x; + + buf = new Float32Array( [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0 ] ); + x = new base( 'float32', buf, [ 2, 3 ], [ 3, 1 ], 0, 'row-major' ); + + // k=1: + arr = toRot90( x, [ 0, 1 ], 1 ); + t.strictEqual( String( getDType( arr ) ), String( getDType( x ) ), 'returns expected value' ); + t.deepEqual( getShape( arr ), [ 3, 2 ], 'returns expected value' ); + expected = [ [ 3.0, 6.0 ], [ 2.0, 5.0 ], [ 1.0, 4.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=2: + arr = toRot90( x, [ 0, 1 ], 2 ); + expected = [ [ 6.0, 5.0, 4.0 ], [ 3.0, 2.0, 1.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=3: + arr = toRot90( x, [ 0, 1 ], 3 ); + expected = [ [ 4.0, 1.0 ], [ 5.0, 2.0 ], [ 6.0, 3.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + t.end(); +}); + +tape( 'the function returns a new ndarray where a matrix is rotated counterclockwise (dtype=complex128, base)', function test( t ) { + var arr; + var buf; + var v; + var x; + + buf = new Complex128Array([ + 1.0, + 1.0, + 2.0, + 2.0, + 3.0, + 3.0, + 4.0, + 4.0 + ]); + x = new base( 'complex128', buf, [ 2, 2 ], [ 2, 1 ], 0, 'row-major' ); + + // Original matrix: [ [ 1+1i, 2+2i ], [ 3+3i, 4+4i ] ] + + // k=1 (90 degrees counterclockwise): + arr = toRot90( x, [ 0, 1 ], 1 ); + t.strictEqual( String( getDType( arr ) ), String( getDType( x ) ), 'returns expected value' ); + t.deepEqual( getShape( arr ), [ 2, 2 ], 'returns expected value' ); + + v = arr.get( 0, 0 ); + t.strictEqual( real( v ), 2.0, 'returns expected value' ); + t.strictEqual( imag( v ), 2.0, 'returns expected value' ); + v = arr.get( 0, 1 ); + t.strictEqual( real( v ), 4.0, 'returns expected value' ); + t.strictEqual( imag( v ), 4.0, 'returns expected value' ); + v = arr.get( 1, 0 ); + t.strictEqual( real( v ), 1.0, 'returns expected value' ); + t.strictEqual( imag( v ), 1.0, 'returns expected value' ); + v = arr.get( 1, 1 ); + t.strictEqual( real( v ), 3.0, 'returns expected value' ); + t.strictEqual( imag( v ), 3.0, 'returns expected value' ); + + // k=2 (180 degrees): + arr = toRot90( x, [ 0, 1 ], 2 ); + v = arr.get( 0, 0 ); + t.strictEqual( real( v ), 4.0, 'returns expected value' ); + t.strictEqual( imag( v ), 4.0, 'returns expected value' ); + v = arr.get( 1, 1 ); + t.strictEqual( real( v ), 1.0, 'returns expected value' ); + t.strictEqual( imag( v ), 1.0, 'returns expected value' ); + + t.end(); +}); + +tape( 'the function returns a new ndarray where a matrix is rotated counterclockwise (dtype=complex64, base)', function test( t ) { + var arr; + var buf; + var v; + var x; + + buf = new Complex64Array([ + 1.0, + 1.0, + 2.0, + 2.0, + 3.0, + 3.0, + 4.0, + 4.0 + ]); + x = new base( 'complex64', buf, [ 2, 2 ], [ 2, 1 ], 0, 'row-major' ); + + // k=1: + arr = toRot90( x, [ 0, 1 ], 1 ); + t.strictEqual( String( getDType( arr ) ), String( getDType( x ) ), 'returns expected value' ); + t.deepEqual( getShape( arr ), [ 2, 2 ], 'returns expected value' ); + + v = arr.get( 0, 0 ); + t.strictEqual( realf( v ), 2.0, 'returns expected value' ); + t.strictEqual( imagf( v ), 2.0, 'returns expected value' ); + v = arr.get( 0, 1 ); + t.strictEqual( realf( v ), 4.0, 'returns expected value' ); + t.strictEqual( imagf( v ), 4.0, 'returns expected value' ); + v = arr.get( 1, 0 ); + t.strictEqual( realf( v ), 1.0, 'returns expected value' ); + t.strictEqual( imagf( v ), 1.0, 'returns expected value' ); + v = arr.get( 1, 1 ); + t.strictEqual( realf( v ), 3.0, 'returns expected value' ); + t.strictEqual( imagf( v ), 3.0, 'returns expected value' ); + + t.end(); +}); + +tape( 'the function returns a new ndarray where a matrix is rotated in a specified plane for all values of k (dtype=generic)', function test( t ) { + var expected; + var arr; + var buf; + var x; + + buf = [ 1, 2, 3, 4, 5, 6 ]; + x = new base( 'generic', buf, [ 2, 3 ], [ 3, 1 ], 0, 'row-major' ); + + // k=0: + arr = toRot90( x, [ 0, 1 ], 0 ); + expected = [ [ 1, 2, 3 ], [ 4, 5, 6 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=1: + arr = toRot90( x, [ 0, 1 ], 1 ); + expected = [ [ 3, 6 ], [ 2, 5 ], [ 1, 4 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=2: + arr = toRot90( x, [ 0, 1 ], 2 ); + expected = [ [ 6, 5, 4 ], [ 3, 2, 1 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=3: + arr = toRot90( x, [ 0, 1 ], 3 ); + expected = [ [ 4, 1 ], [ 5, 2 ], [ 6, 3 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + t.end(); +}); + +tape( 'the function supports negative dimension indices', function test( t ) { + var expected; + var arr; + var buf; + var x; + + buf = new Float64Array( [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0 ] ); + x = new base( 'float64', buf, [ 2, 3 ], [ 3, 1 ], 0, 'row-major' ); + + // dims=[-2,-1] should be equivalent to dims=[0,1]: + arr = toRot90( x, [ -2, -1 ], 1 ); + expected = [ [ 3.0, 6.0 ], [ 2.0, 5.0 ], [ 1.0, 4.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // dims=[-1,-2] should be equivalent to dims=[1,0] (rotation in reverse direction): + arr = toRot90( x, [ -1, -2 ], 1 ); + expected = [ [ 4.0, 1.0 ], [ 5.0, 2.0 ], [ 6.0, 3.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // dims=[0,-1] should be equivalent to dims=[0,1]: + arr = toRot90( x, [ 0, -1 ], 1 ); + expected = [ [ 3.0, 6.0 ], [ 2.0, 5.0 ], [ 1.0, 4.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + t.end(); +}); + +tape( 'the function reverses the rotation direction when dims are provided in reverse order', function test( t ) { + var expected; + var arr; + var buf; + var x; + + buf = new Float64Array( [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0 ] ); + x = new base( 'float64', buf, [ 2, 3 ], [ 3, 1 ], 0, 'row-major' ); + + // dims=[1,0], k=1 (rotation goes from axis 1 toward axis 0 = clockwise): + arr = toRot90( x, [ 1, 0 ], 1 ); + expected = [ [ 4.0, 1.0 ], [ 5.0, 2.0 ], [ 6.0, 3.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // dims=[1,0], k=2 (180 degrees, same as either direction): + arr = toRot90( x, [ 1, 0 ], 2 ); + expected = [ [ 6.0, 5.0, 4.0 ], [ 3.0, 2.0, 1.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // dims=[1,0], k=3: + arr = toRot90( x, [ 1, 0 ], 3 ); + expected = [ [ 3.0, 6.0 ], [ 2.0, 5.0 ], [ 1.0, 4.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + t.end(); +}); + +tape( 'the function supports negative and large values of k', function test( t ) { + var expected; + var arr; + var buf; + var x; + + buf = new Float64Array( [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0 ] ); + x = new base( 'float64', buf, [ 2, 3 ], [ 3, 1 ], 0, 'row-major' ); + + // k=-1 (90 degrees clockwise = same as k=3): + arr = toRot90( x, [ 0, 1 ], -1 ); + expected = [ [ 4.0, 1.0 ], [ 5.0, 2.0 ], [ 6.0, 3.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=-2: + arr = toRot90( x, [ 0, 1 ], -2 ); + expected = [ [ 6.0, 5.0, 4.0 ], [ 3.0, 2.0, 1.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=-3: + arr = toRot90( x, [ 0, 1 ], -3 ); + expected = [ [ 3.0, 6.0 ], [ 2.0, 5.0 ], [ 1.0, 4.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=-4: + arr = toRot90( x, [ 0, 1 ], -4 ); + expected = [ [ 1.0, 2.0, 3.0 ], [ 4.0, 5.0, 6.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=5 (same as k=1): + arr = toRot90( x, [ 0, 1 ], 5 ); + expected = [ [ 3.0, 6.0 ], [ 2.0, 5.0 ], [ 1.0, 4.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=8 (same as k=0): + arr = toRot90( x, [ 0, 1 ], 8 ); + expected = [ [ 1.0, 2.0, 3.0 ], [ 4.0, 5.0, 6.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=-8 (same as k=0): + arr = toRot90( x, [ 0, 1 ], -8 ); + expected = [ [ 1.0, 2.0, 3.0 ], [ 4.0, 5.0, 6.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + t.end(); +}); + +tape( 'the function supports a stack of matrices when rotating in the last two dimensions', function test( t ) { + var expected; + var arr; + var buf; + var x; + + buf = [ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12 ]; + x = new base( 'generic', buf, [ 2, 2, 3 ], [ 6, 3, 1 ], 0, 'row-major' ); + + // dims=[1,2], k=1 (each matrix rotated 90 deg ccw): + arr = toRot90( x, [ 1, 2 ], 1 ); + t.deepEqual( getShape( arr ), [ 2, 3, 2 ], 'returns expected value' ); + expected = [ + [ [ 3, 6 ], [ 2, 5 ], [ 1, 4 ] ], + [ [ 9, 12 ], [ 8, 11 ], [ 7, 10 ] ] + ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // dims=[1,2], k=2: + arr = toRot90( x, [ 1, 2 ], 2 ); + t.deepEqual( getShape( arr ), [ 2, 2, 3 ], 'returns expected value' ); + expected = [ + [ [ 6, 5, 4 ], [ 3, 2, 1 ] ], + [ [ 12, 11, 10 ], [ 9, 8, 7 ] ] + ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // dims=[1,2], k=3: + arr = toRot90( x, [ 1, 2 ], 3 ); + t.deepEqual( getShape( arr ), [ 2, 3, 2 ], 'returns expected value' ); + expected = [ + [ [ 4, 1 ], [ 5, 2 ], [ 6, 3 ] ], + [ [ 10, 7 ], [ 11, 8 ], [ 12, 9 ] ] + ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + t.end(); +}); + +tape( 'the function supports rotation in arbitrary planes for higher-dimensional ndarrays', function test( t ) { + var expected; + var arr; + var buf; + var x; + + buf = [ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12 ]; + x = new base( 'generic', buf, [ 2, 2, 3 ], [ 6, 3, 1 ], 0, 'row-major' ); + + // dims=[0,1], k=1 (rotation in plane spanned by stack and row axes): + arr = toRot90( x, [ 0, 1 ], 1 ); + t.deepEqual( getShape( arr ), [ 2, 2, 3 ], 'returns expected value' ); + expected = [ + [ [ 4, 5, 6 ], [ 10, 11, 12 ] ], + [ [ 1, 2, 3 ], [ 7, 8, 9 ] ] + ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // dims=[0,2], k=1: + arr = toRot90( x, [ 0, 2 ], 1 ); + t.deepEqual( getShape( arr ), [ 3, 2, 2 ], 'returns expected value' ); + expected = [ + [ [ 3, 9 ], [ 6, 12 ] ], + [ [ 2, 8 ], [ 5, 11 ] ], + [ [ 1, 7 ], [ 4, 10 ] ] + ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // dims=[0,2], k=2: + arr = toRot90( x, [ 0, 2 ], 2 ); + t.deepEqual( getShape( arr ), [ 2, 2, 3 ], 'returns expected value' ); + expected = [ + [ [ 9, 8, 7 ], [ 12, 11, 10 ] ], + [ [ 3, 2, 1 ], [ 6, 5, 4 ] ] + ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + t.end(); +}); + +tape( 'the function supports ndarrays having a non-zero offset', function test( t ) { + var expected; + var arr; + var buf; + var x; + + buf = new Float64Array( [ 0.0, 0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0 ] ); + x = new base( 'float64', buf, [ 2, 3 ], [ 3, 1 ], 2, 'row-major' ); + + // k=0: + arr = toRot90( x, [ 0, 1 ], 0 ); + expected = [ [ 1.0, 2.0, 3.0 ], [ 4.0, 5.0, 6.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=1: + arr = toRot90( x, [ 0, 1 ], 1 ); + expected = [ [ 3.0, 6.0 ], [ 2.0, 5.0 ], [ 1.0, 4.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=2: + arr = toRot90( x, [ 0, 1 ], 2 ); + expected = [ [ 6.0, 5.0, 4.0 ], [ 3.0, 2.0, 1.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + // k=3: + arr = toRot90( x, [ 0, 1 ], 3 ); + expected = [ [ 4.0, 1.0 ], [ 5.0, 2.0 ], [ 6.0, 3.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + + t.end(); +}); + +tape( 'the function returns the original arrangement when rotating four times in the same plane', function test( t ) { + var expected; + var arr; + var buf; + var x; + + buf = new Float64Array( [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0 ] ); + x = new base( 'float64', buf, [ 2, 3 ], [ 3, 1 ], 0, 'row-major' ); + + arr = toRot90( x, [ 0, 1 ], 1 ); + arr = toRot90( arr, [ 0, 1 ], 1 ); + arr = toRot90( arr, [ 0, 1 ], 1 ); + arr = toRot90( arr, [ 0, 1 ], 1 ); + + expected = [ [ 1.0, 2.0, 3.0 ], [ 4.0, 5.0, 6.0 ] ]; + t.deepEqual( ndarray2array( arr ), expected, 'returns expected value' ); + t.notEqual( getData( arr ), getData( x ), 'returns expected value' ); + + t.end(); +}); + +tape( 'the function does not mutate the input ndarray', function test( t ) { + var expected; + var arr; + var buf; + var x; + + buf = new Float64Array( [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0 ] ); + x = new base( 'float64', buf, [ 2, 3 ], [ 3, 1 ], 0, 'row-major' ); + expected = [ [ 1.0, 2.0, 3.0 ], [ 4.0, 5.0, 6.0 ] ]; + + arr = toRot90( x, [ 0, 1 ], 1 ); + t.deepEqual( ndarray2array( x ), expected, 'returns expected value' ); + + arr = toRot90( x, [ 0, 1 ], 2 ); + t.deepEqual( ndarray2array( x ), expected, 'returns expected value' ); + + arr = toRot90( x, [ 1, 0 ], 1 ); + t.deepEqual( ndarray2array( x ), expected, 'returns expected value' ); + + t.notEqual( arr, x, 'returns expected value' ); + t.end(); +});