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feat: add ndarray/fill-slice
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feat: add ndarray/fill-slice
headlessNode ac01c59
fix: apply suggestions from code review
headlessNode 83203af
test: add missing test case
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docs: update README to desired API
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fix: fix tests
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chore: fix lint errors
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<!-- | ||
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@license Apache-2.0 | ||
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Copyright (c) 2025 The Stdlib Authors. | ||
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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 | ||
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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 | ||
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. | ||
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--> | ||
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# fillSlice | ||
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> Fill an input [`ndarray`][@stdlib/ndarray/ctor] with a specified value in the region defined by a [`MultiSlice`][@stdlib/slice/multi]. | ||
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<section class="intro"> | ||
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</section> | ||
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<!-- /.intro --> | ||
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<section class="usage"> | ||
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## Usage | ||
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```javascript | ||
var fillSlice = require( '@stdlib/ndarray/fill-slice' ); | ||
``` | ||
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#### fillSlice( x, s, value ) | ||
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Fills an input [`ndarray`][@stdlib/ndarray/ctor] with a specified value in the region defined by a [`MultiSlice`][@stdlib/slice/multi]. | ||
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```javascript | ||
var zeros = require( '@stdlib/ndarray/zeros' ); | ||
var MultiSlice = require( '@stdlib/slice/multi' ); | ||
var Slice = require( '@stdlib/slice/ctor' ); | ||
var ndarray2array = require( '@stdlib/ndarray/to-array' ); | ||
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var x = zeros( [ 3, 4 ], { | ||
'dtype': 'float64' | ||
}); | ||
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// Create a MultiSlice to specify the fill region: | ||
var s0 = new Slice( 1, 3 ); | ||
var s1 = new Slice( 2, 4 ); | ||
var s = new MultiSlice( s0, s1 ); | ||
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// Fill the ndarray with a scalar value: | ||
var y = fillSlice( x, s, 5.0 ); | ||
// returns <ndarray> | ||
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var bool = ( y === x ); | ||
// returns true | ||
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var arr = ndarray2array( x ); | ||
// returns [ [ 0, 0, 0, 0 ], [ 0, 0, 5, 5 ], [ 0, 0, 5, 5 ] ] | ||
``` | ||
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The function accepts the following arguments: | ||
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- **x**: array-like object containing an input [`ndarray`][@stdlib/ndarray/ctor]. | ||
- **s**: [`MultiSlice`][@stdlib/slice/multi] specifying the fill region of the input [`ndarray`][@stdlib/ndarray/ctor]. | ||
- **value**: scalar value. | ||
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</section> | ||
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<!-- /.usage --> | ||
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<section class="notes"> | ||
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## Notes | ||
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- An input [`ndarray`][@stdlib/ndarray/ctor] **must** be writable. If provided a **read-only** [`ndarray`][@stdlib/ndarray/ctor], the function throws an error. | ||
- If `value` is a number and `x` has a complex [data type][@stdlib/ndarray/dtypes], the function fills an input [`ndarray`][@stdlib/ndarray/ctor] with a complex number whose real component equals the provided scalar `value` and whose imaginary component is zero. | ||
- A `value` must be able to safely cast to the input [`ndarray`][@stdlib/ndarray/ctor] [data type][@stdlib/ndarray/dtypes]. Scalar values having floating-point data types (both real and complex) are allowed to downcast to a lower precision data type of the same kind (e.g., a scalar double-precision floating-point number can be used to fill a `'float32'` input [`ndarray`][@stdlib/ndarray/ctor]). | ||
- The function **mutates** the input [`ndarray`][@stdlib/ndarray/ctor]. | ||
- Multi-slice instances have no explicit functionality; however, they are used by [`ndarray`][@stdlib/ndarray/ctor] and other packages for creating views into multi-dimensional data structures. | ||
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</section> | ||
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<!-- /.notes --> | ||
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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 | ||
var zeros = require( '@stdlib/ndarray/zeros' ); | ||
var MultiSlice = require( '@stdlib/slice/multi' ); | ||
var Slice = require( '@stdlib/slice/ctor' ); | ||
var ndarray2array = require( '@stdlib/ndarray/to-array' ); | ||
var fillSlice = require( '@stdlib/ndarray/fill-slice' ); | ||
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// Create a zero-filled ndarray: | ||
var x = zeros( [ 2, 3, 4 ], { | ||
'dtype': 'generic' | ||
}); | ||
console.log( ndarray2array( x ) ); | ||
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// Create a MultiSlice to specify the fill region: | ||
var s0 = new Slice( 1, 2 ); | ||
var s1 = new Slice( null, null ); | ||
var s2 = new Slice( 2, 4 ); | ||
var s = new MultiSlice( s0, s1, s2 ); | ||
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// Fill the ndarray with a scalar value: | ||
fillSlice( x, 10.0 ); | ||
console.log( ndarray2array( x ) ); | ||
``` | ||
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</section> | ||
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<!-- /.examples --> | ||
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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 class="links"> | ||
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[@stdlib/slice/multi]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/slice/multi | ||
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[@stdlib/ndarray/ctor]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/ndarray/ctor | ||
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[@stdlib/ndarray/dtypes]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/ndarray/dtypes | ||
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</section> | ||
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<!-- /.links --> |
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lib/node_modules/@stdlib/ndarray/fill-slice/benchmark/benchmark.1d.js
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/** | ||
* @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. | ||
*/ | ||
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'use strict'; | ||
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// MODULES // | ||
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var bench = require( '@stdlib/bench' ); | ||
var isnan = require( '@stdlib/math/base/assert/is-nan' ); | ||
var pow = require( '@stdlib/math/base/special/pow' ); | ||
var zeros = require( '@stdlib/ndarray/zeros' ); | ||
var MultiSlice = require( '@stdlib/slice/multi' ); | ||
var pkg = require( './../package.json' ).name; | ||
var fillSlice = require( './../lib' ); | ||
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// VARIABLES // | ||
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var types = [ 'float64' ]; | ||
var orders = [ 'row-major', 'column-major' ]; | ||
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// FUNCTIONS // | ||
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/** | ||
* Creates a benchmark function. | ||
* | ||
* @private | ||
* @param {PositiveInteger} len - ndarray length | ||
* @param {NonNegativeIntegerArray} shape - ndarray shape | ||
* @param {string} xtype - input ndarray data type | ||
* @param {string} order - memory layout | ||
* @returns {Function} benchmark function | ||
*/ | ||
function createBenchmark( len, shape, xtype, order ) { | ||
var x; | ||
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x = zeros( shape, { | ||
'dtype': xtype, | ||
'order': order | ||
}); | ||
return benchmark; | ||
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/** | ||
* Benchmark function. | ||
* | ||
* @private | ||
* @param {Benchmark} b - benchmark instance | ||
*/ | ||
function benchmark( b ) { | ||
var i; | ||
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b.tic(); | ||
for ( i = 0; i < b.iterations; i++ ) { | ||
fillSlice( x, new MultiSlice( null ), i ); | ||
if ( isnan( x.data[ i%len ] ) ) { | ||
b.fail( 'should not return NaN' ); | ||
} | ||
} | ||
b.toc(); | ||
if ( isnan( x.data[ i%len ] ) ) { | ||
b.fail( 'should not return NaN' ); | ||
} | ||
b.pass( 'benchmark finished' ); | ||
b.end(); | ||
} | ||
} | ||
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// MAIN // | ||
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/** | ||
* Main execution sequence. | ||
* | ||
* @private | ||
*/ | ||
function main() { | ||
var len; | ||
var min; | ||
var max; | ||
var ord; | ||
var sh; | ||
var t1; | ||
var f; | ||
var i; | ||
var j; | ||
var k; | ||
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min = 1; // 10^min | ||
max = 6; // 10^max | ||
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for ( k = 0; k < orders.length; k++ ) { | ||
ord = orders[ k ]; | ||
for ( j = 0; j < types.length; j++ ) { | ||
t1 = types[ j ]; | ||
for ( i = min; i <= max; i++ ) { | ||
len = pow( 10, i ); | ||
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sh = [ len ]; | ||
f = createBenchmark( len, sh, t1, ord ); | ||
bench( pkg+':ndims='+sh.length+',len='+len+',shape=['+sh.join(',')+'],xorder='+ord+',xtype='+t1, f ); | ||
} | ||
} | ||
} | ||
} | ||
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main(); |
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