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feat: add ndarray/base/nulls
PR-URL: #11145 Closes: stdlib-js/metr-issue-tracker#211 Co-authored-by: Athan Reines <kgryte@gmail.com> Reviewed-by: Athan Reines <kgryte@gmail.com>
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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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# nulls
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> Create a null-filled [ndarray][@stdlib/ndarray/base/ctor] having a specified shape and [data type][@stdlib/ndarray/dtypes].
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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 nulls = require( '@stdlib/ndarray/base/nulls' );
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```
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#### nulls( dtype, shape, order )
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Creates a null-filled [ndarray][@stdlib/ndarray/base/ctor] having a specified shape and [data type][@stdlib/ndarray/dtypes].
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```javascript
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var getDType = require( '@stdlib/ndarray/dtype' );
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var arr = nulls( 'generic', [ 2, 2 ], 'row-major' );
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// returns <ndarray>[ [ null, null ], [ null, null ] ]
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var dt = String( getDType( arr ) );
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// returns 'generic'
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```
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The function accepts the following arguments:
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- **dtype**: underlying [data type][@stdlib/ndarray/dtypes]. Must be a "generic" [data type][@stdlib/ndarray/dtypes].
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- **shape**: array shape.
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- **order**: specifies whether an [ndarray][@stdlib/ndarray/base/ctor] is `'row-major'` (C-style) or `'column-major'` (Fortran-style).
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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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</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 ndarray2array = require( '@stdlib/ndarray/to-array' );
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var nulls = require( '@stdlib/ndarray/base/nulls' );
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var arr = nulls( 'generic', [ 2, 2 ], 'row-major' );
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console.log( ndarray2array( arr ) );
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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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[@stdlib/ndarray/base/ctor]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/ndarray/base/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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/**
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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 format = require( '@stdlib/string/format' );
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var pkg = require( './../package.json' ).name;
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var nulls = require( './../lib' );
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// MAIN //
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bench( format( '%s:dtype=generic', pkg ), function benchmark( b ) {
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var arr;
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var i;
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b.tic();
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for ( i = 0; i < b.iterations; i++ ) {
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arr = nulls( 'generic', [ 0 ], 'row-major' );
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if ( arr.length !== 0 ) {
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b.fail( 'should have length 0' );
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}
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}
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b.toc();
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if ( !isndarrayLike( arr ) ) {
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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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/**
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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 pow = require( '@stdlib/math/base/special/pow' );
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var isndarrayLike = require( '@stdlib/assert/is-ndarray-like' );
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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 nulls = require( './../lib' );
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// FUNCTIONS //
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/**
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* Creates a benchmark function.
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*
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* @private
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* @param {PositiveInteger} len - array length
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* @returns {Function} benchmark function
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*/
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function createBenchmark( len ) {
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return benchmark;
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/**
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* Benchmark function.
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*
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* @private
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* @param {Benchmark} b - benchmark instance
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*/
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function benchmark( b ) {
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var arr;
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var i;
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b.tic();
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for ( i = 0; i < b.iterations; i++ ) {
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arr = nulls( 'generic', [ len ], 'row-major' );
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if ( arr.length !== len ) {
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b.fail( 'unexpected length' );
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}
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}
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b.toc();
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if ( !isndarrayLike( arr ) ) {
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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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}
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// MAIN //
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/**
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* Main execution sequence.
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*
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* @private
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*/
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function main() {
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var len;
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var min;
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var max;
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var f;
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var i;
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min = 1; // 10^min
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max = 6; // 10^max
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for ( i = min; i <= max; i++ ) {
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len = pow( 10, i );
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f = createBenchmark( len );
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bench( format( '%s:dtype=generic,size=%d', pkg, len ), f );
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}
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}
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main();
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{{alias}}( dtype, shape, order )
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Returns a null-filled ndarray having a specified shape and data type.
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Parameters
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----------
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dtype: string|DataType
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Underlying data type. Must be a "generic" data type.
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shape: ArrayLikeObject<integer>
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Array shape.
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order: string
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Specifies whether an array is row-major (C-style) or column-major
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(Fortran-style).
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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 arr = {{alias}}( 'generic', [ 2, 2 ], 'row-major' )
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<ndarray>[ [ null, null ], [ null, null ] ]
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See Also
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--------
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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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// TypeScript Version: 4.1
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/// <reference types="@stdlib/types"/>
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import { Shape, Order, genericndarray, GenericDataType } from '@stdlib/types/ndarray';
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/**
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* Creates a null-filled array having a specified shape and data type.
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*
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* @param dtype - underlying data type
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* @param shape - array shape
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* @param order - specifies whether an array is row-major (C-style) or column-major (Fortran-style)
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* @returns null-filled array
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*
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* @example
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* var getDType = require( '@stdlib/ndarray/dtype' );
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*
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* var arr = nulls( 'generic', [ 2, 2 ], 'row-major' );
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* // returns <ndarray>[ [ null, null ], [ null, null ] ]
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*
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* var dt = String( getDType( arr ) );
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* // returns 'generic'
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*/
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declare function nulls( dtype: GenericDataType, shape: Shape, order: Order ): genericndarray<null>;
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// EXPORTS //
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export = nulls;

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