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CHANGELOG.md

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### Features
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- [`4b805c3`](https://github.com/stdlib-js/stdlib/commit/4b805c31b957d75521e7d9ede972b0c6d85614ff) - add `ndarray/fill-slice` [(#7911)](https://github.com/stdlib-js/stdlib/pull/7911)
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- [`e74334e`](https://github.com/stdlib-js/stdlib/commit/e74334e2080a9956240f376147f5d072e63e7ca0) - add `ndarray/base/broadcast-array-except-dimensions` [(#7853)](https://github.com/stdlib-js/stdlib/pull/7853)
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- [`2bcc0ba`](https://github.com/stdlib-js/stdlib/commit/2bcc0ba8dc6a3eee179e5e556bf4171afd35d3cf) - add missing exports to `ndarray` namespaces
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- [`50b84b5`](https://github.com/stdlib-js/stdlib/commit/50b84b54ffdfc65c9c92498f51120ef3a363a69e) - add `ndarray/base/find` [(#7426)](https://github.com/stdlib-js/stdlib/pull/7426)
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<details>
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- [`4b805c3`](https://github.com/stdlib-js/stdlib/commit/4b805c31b957d75521e7d9ede972b0c6d85614ff) - **feat:** add `ndarray/fill-slice` [(#7911)](https://github.com/stdlib-js/stdlib/pull/7911) _(by Muhammad Haris, Athan Reines)_
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- [`1aebcbc`](https://github.com/stdlib-js/stdlib/commit/1aebcbc907b6ab1ed9760a08edfc5704c995faa3) - **test:** fix failing tests _(by Athan Reines)_
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- [`45cae52`](https://github.com/stdlib-js/stdlib/commit/45cae5273df53dbddc94ef799b9b09933ea1d9f4) - **test:** fix element access _(by Athan Reines)_
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- [`239b567`](https://github.com/stdlib-js/stdlib/commit/239b567f8984cd6cbc0c0719fee21574ea82dac7) - **test:** fix property name _(by Athan Reines)_

fill-slice/README.md

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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");
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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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# fillSlice
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> Fill an input [`ndarray`][@stdlib/ndarray/ctor] view with a specified value.
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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
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var fillSlice = require( '@stdlib/ndarray/fill-slice' );
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```
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#### fillSlice( x, value, ...s\[, options] )
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Fills an input [`ndarray`][@stdlib/ndarray/ctor] view with a specified value.
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```javascript
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var zeros = require( '@stdlib/ndarray/zeros' );
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var MultiSlice = require( '@stdlib/slice/multi' );
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var Slice = require( '@stdlib/slice/ctor' );
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var ndarray2array = require( '@stdlib/ndarray/to-array' );
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var x = zeros( [ 3, 4 ], {
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'dtype': 'float64'
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});
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// Define the fill region:
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var s0 = new Slice( 1, 3 );
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var s1 = new Slice( 2, 4 );
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var s = new MultiSlice( s0, s1 );
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// Fill the region with a scalar value:
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var y = fillSlice( x, 5.0, s );
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// returns <ndarray>
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var bool = ( y === x );
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// returns true
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var arr = ndarray2array( x );
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// returns [ [ 0.0, 0.0, 0.0, 0.0 ], [ 0.0, 0.0, 5.0, 5.0 ], [ 0.0, 0.0, 5.0, 5.0 ] ]
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```
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The function accepts the following arguments:
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- **x**: input [`ndarray`][@stdlib/ndarray/ctor].
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- **value**: fill value.
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- **s**: a [`MultiSlice`][@stdlib/slice/multi] instance, an array of slice arguments, or slice arguments as separate arguments.
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- **options**: function options.
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The function supports three (mutually exclusive) means for providing slice arguments:
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1. providing a single [`MultiSlice`][@stdlib/slice/multi] instance.
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2. providing a single array of slice arguments.
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3. providing slice arguments as separate arguments.
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The following example demonstrates each invocation style achieving equivalent results.
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```javascript
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var zeros = require( '@stdlib/ndarray/zeros' );
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var MultiSlice = require( '@stdlib/slice/multi' );
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var Slice = require( '@stdlib/slice/ctor' );
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var ndarray2array = require( '@stdlib/ndarray/to-array' );
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var opts = {
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'dtype': 'float64'
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};
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// 1. Using a MultiSlice:
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var x = zeros( [ 3, 4 ], opts );
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var s0 = new Slice( 1, 3 );
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var s1 = new Slice( 2, 4 );
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var s = new MultiSlice( s0, s1 );
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var out = fillSlice( x, 5.0, s );
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// returns <ndarray>
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var arr = ndarray2array( out );
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// returns [ [ 0.0, 0.0, 0.0, 0.0 ], [ 0.0, 0.0, 5.0, 5.0 ], [ 0.0, 0.0, 5.0, 5.0 ] ]
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// 2. Using an array of slice arguments:
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x = zeros( [ 3, 4 ], opts );
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out = fillSlice( x, 6.0, [ s0, s1 ] );
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// returns <ndarray>
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arr = ndarray2array( out );
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// returns [ [ 0.0, 0.0, 0.0, 0.0 ], [ 0.0, 0.0, 6.0, 6.0 ], [ 0.0, 0.0, 6.0, 6.0 ] ]
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// 3. Providing separate arguments:
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x = zeros( [ 3, 4 ], opts );
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out = fillSlice( x, 7.0, s0, s1 );
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// returns <ndarray>
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arr = ndarray2array( out );
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// returns [ [ 0.0, 0.0, 0.0, 0.0 ], [ 0.0, 0.0, 7.0, 7.0 ], [ 0.0, 0.0, 7.0, 7.0 ] ]
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```
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The function supports the following options:
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- **strict**: boolean indicating whether to enforce strict bounds checking.
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By default, the function throws an error when provided a slice which exceeds array bounds. To ignore slice indices exceeding array bounds, set the `strict` option to `false`.
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```javascript
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var zeros = require( '@stdlib/ndarray/zeros' );
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var MultiSlice = require( '@stdlib/slice/multi' );
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var Slice = require( '@stdlib/slice/ctor' );
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var ndarray2array = require( '@stdlib/ndarray/to-array' );
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var x = zeros( [ 3, 4 ], {
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'dtype': 'float64'
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});
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// Define the fill region:
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var s0 = new Slice( 1, null, 1 );
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var s1 = new Slice( 10, 20, 1 );
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var s = new MultiSlice( s0, s1 );
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// Fill the region with a scalar value:
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var y = fillSlice( x, 5.0, s, {
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'strict': false
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});
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// returns <ndarray>
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var arr = ndarray2array( x );
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// returns [ [ 0.0, 0.0, 0.0, 0.0 ], [ 0.0, 0.0, 0.0, 0.0 ], [ 0.0, 0.0, 0.0, 0.0 ] ]
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```
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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.
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- A **slice argument** must be either a [`Slice`][@stdlib/slice/ctor], an integer, `null`, or `undefined`.
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- If a fill 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 fill `value` and whose imaginary component is zero.
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- A fill value must be able to safely cast to the input [`ndarray`][@stdlib/ndarray/ctor] [data type][@stdlib/ndarray/dtypes]. Fill 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]).
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- The function **mutates** the input [`ndarray`][@stdlib/ndarray/ctor].
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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
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var zeros = require( '@stdlib/ndarray/zeros' );
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var MultiSlice = require( '@stdlib/slice/multi' );
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var Slice = require( '@stdlib/slice/ctor' );
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var ndarray2array = require( '@stdlib/ndarray/to-array' );
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var fillSlice = require( '@stdlib/ndarray/fill-slice' );
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// Create a zero-filled ndarray:
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var x = zeros( [ 2, 3, 4 ], {
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'dtype': 'generic'
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});
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console.log( ndarray2array( x ) );
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// Specify the fill region:
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var s0 = new Slice( 1, 2 );
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var s1 = new Slice( null, null );
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var s2 = new Slice( 2, 4 );
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var s = new MultiSlice( s0, s1, s2 );
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// Fill a slice with a scalar value:
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fillSlice( x, 10.0, s );
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console.log( ndarray2array( x ) );
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```
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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/slice-multi
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[@stdlib/slice/ctor]: https://github.com/stdlib-js/slice-ctor
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[@stdlib/ndarray/ctor]: https://github.com/stdlib-js/ndarray/tree/main/ctor
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[@stdlib/ndarray/dtypes]: https://github.com/stdlib-js/ndarray/tree/main/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) 2025 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 isnan = require( '@stdlib/math/base/assert/is-nan' );
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var pow = require( '@stdlib/math/base/special/pow' );
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var zeros = require( './../../zeros' );
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var MultiSlice = require( '@stdlib/slice/multi' );
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var getData = require( './../../data-buffer' );
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var pkg = require( './../package.json' ).name;
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var fillSlice = require( './../lib' );
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// VARIABLES //
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var types = [ 'float64' ];
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var orders = [ 'row-major', 'column-major' ];
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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 - ndarray length
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* @param {NonNegativeIntegerArray} shape - ndarray shape
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* @param {string} xtype - input ndarray data type
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* @param {string} order - memory layout
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* @returns {Function} benchmark function
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*/
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function createBenchmark( len, shape, xtype, order ) {
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var xbuf;
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var x;
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x = zeros( shape, {
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'dtype': xtype,
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'order': order
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});
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xbuf = getData( x );
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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 s;
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var i;
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s = new MultiSlice( null );
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b.tic();
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for ( i = 0; i < b.iterations; i++ ) {
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fillSlice( x, i, s );
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if ( isnan( xbuf[ i%len ] ) ) {
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b.fail( 'should not return NaN' );
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}
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}
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b.toc();
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if ( isnan( xbuf[ i%len ] ) ) {
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b.fail( 'should not return NaN' );
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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 ord;
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var sh;
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var t1;
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var f;
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var i;
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var j;
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var k;
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min = 1; // 10^min
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max = 6; // 10^max
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for ( k = 0; k < orders.length; k++ ) {
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ord = orders[ k ];
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for ( j = 0; j < types.length; j++ ) {
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t1 = types[ j ];
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for ( i = min; i <= max; i++ ) {
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len = pow( 10, i );
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sh = [ len ];
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f = createBenchmark( len, sh, t1, ord );
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bench( pkg+':ndims='+sh.length+',len='+len+',shape=['+sh.join(',')+'],xorder='+ord+',xtype='+t1, f );
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}
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}
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}
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}
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main();

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