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feat: add ndarray/fill-slice-by
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293
lib/node_modules/@stdlib/ndarray/fill-slice-by/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"); | ||
| 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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| # fillSliceBy | ||
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| > Fill an input [ndarray][@stdlib/ndarray/ctor] view according to a callback function. | ||
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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 fillSliceBy = require( '@stdlib/ndarray/fill-slice-by' ); | ||
| ``` | ||
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| #### fillSliceBy( x, ...s\[, options], fcn\[, thisArg] ) | ||
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| Fills an input [ndarray][@stdlib/ndarray/ctor] view according to a callback function. | ||
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| ```javascript | ||
| var zeros = require( '@stdlib/ndarray/zeros' ); | ||
| var Slice = require( '@stdlib/slice/ctor' ); | ||
| var MultiSlice = require( '@stdlib/slice/multi' ); | ||
| var ndarray2array = require( '@stdlib/ndarray/to-array' ); | ||
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| function fcn( value ) { | ||
| return value + 10.0; | ||
| } | ||
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| var x = zeros( [ 3, 4 ], { | ||
| 'dtype': 'float64' | ||
| }); | ||
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| // Define the slice region: | ||
| var s0 = new Slice( 1, 3 ); | ||
| var s1 = new Slice( 2, 4 ); | ||
| var s = new MultiSlice( s0, s1 ); | ||
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| var y = fillSliceBy( x, s, fcn ); | ||
| // returns <ndarray> | ||
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| var bool = ( y === x ); | ||
| // returns true | ||
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| var arr = ndarray2array( y ); | ||
| // returns [ [ 0.0, 0.0, 0.0, 0.0 ], [ 0.0, 0.0, 10.0, 10.0 ], [ 0.0, 0.0, 10.0, 10.0 ] ] | ||
| ``` | ||
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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**: a [`MultiSlice`][@stdlib/slice/multi] instance, an array of slice arguments, or slice arguments as separate arguments. | ||
| - **options**: function options. | ||
| - **fcn**: callback function. | ||
| - **thisArg**: callback function execution context (_optional_). | ||
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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. | ||
| 2. providing a single array of slice arguments. | ||
| 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 | ||
| 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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| function clbk() { | ||
| return 5.0; | ||
| } | ||
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| var opts = { | ||
| 'dtype': 'float64' | ||
| }; | ||
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| // 1. Using a MultiSlice: | ||
| var x = zeros( [ 3, 4 ], opts ); | ||
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| var s0 = new Slice( 1, 3 ); | ||
| var s1 = new Slice( 2, 4 ); | ||
| var s = new MultiSlice( s0, s1 ); | ||
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| var out = fillSliceBy( x, s, clbk ); | ||
| // returns <ndarray> | ||
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| var arr = ndarray2array( out ); | ||
| // 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: | ||
| x = zeros( [ 3, 4 ], opts ); | ||
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| s0 = new Slice( 1, 3 ); | ||
| s1 = new Slice( 2, 4 ); | ||
| s = new MultiSlice( s0, s1 ); | ||
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| out = fillSliceBy( x, [ s0, s1 ], clbk ); | ||
| // returns <ndarray> | ||
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| arr = ndarray2array( out ); | ||
| // 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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| // 3. Providing separate arguments: | ||
| x = zeros( [ 3, 4 ], opts ); | ||
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| s0 = new Slice( 1, 3 ); | ||
| s1 = new Slice( 2, 4 ); | ||
| s = new MultiSlice( s0, s1 ); | ||
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| out = fillSliceBy( x, s0, s1, clbk ); | ||
| // returns <ndarray> | ||
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| arr = ndarray2array( out ); | ||
| // 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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| 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 | ||
| 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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| function clbk() { | ||
| return 5.0; | ||
| } | ||
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| var x = zeros( [ 3, 4 ], { | ||
| 'dtype': 'float64' | ||
| }); | ||
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| // Define the fill region: | ||
| var s0 = new Slice( 1, null, 1 ); | ||
| var s1 = new Slice( 10, 20, 1 ); | ||
| var s = new MultiSlice( s0, s1 ); | ||
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| var opts = { | ||
| 'strict': false | ||
| }; | ||
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| // Fill the region with a scalar value: | ||
| var y = fillSliceBy( x, s, opts, clbk ); | ||
| // returns <ndarray> | ||
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| var arr = ndarray2array( x ); | ||
| // 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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| To set the callback function execution context, provide a `thisArg`. | ||
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| <!-- eslint-disable no-invalid-this --> | ||
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| ```javascript | ||
| var zeros = require( '@stdlib/ndarray/zeros' ); | ||
| var Slice = require( '@stdlib/slice/ctor' ); | ||
| var MultiSlice = require( '@stdlib/slice/multi' ); | ||
| var ndarray2array = require( '@stdlib/ndarray/to-array' ); | ||
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| function fcn( value ) { | ||
| return value + this.factor; | ||
| } | ||
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| var x = zeros( [ 3, 4 ], { | ||
| 'dtype': 'float64' | ||
| }); | ||
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| var ctx = { | ||
| 'factor': 10.0 | ||
| }; | ||
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| // Define the slice region: | ||
| var s0 = new Slice( 1, 3 ); | ||
| var s1 = new Slice( 2, 4 ); | ||
| var s = new MultiSlice( s0, s1 ); | ||
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| var y = fillSliceBy( x, s, fcn, ctx ); | ||
| // returns <ndarray> | ||
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| var arr = ndarray2array( y ); | ||
| // returns [ [ 0.0, 0.0, 0.0, 0.0 ], [ 0.0, 0.0, 10.0, 10.0 ], [ 0.0, 0.0, 10.0, 10.0 ] ] | ||
| ``` | ||
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| The callback function is provided the following arguments: | ||
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| - **value**: current array element. | ||
| - **indices**: current array element indices. | ||
| - **arr**: the input [ndarray][@stdlib/ndarray/ctor]. | ||
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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. | ||
| - A **slice argument** must be either a [`Slice`][@stdlib/slice/ctor], an integer, `null`, or `undefined`. | ||
| - The function **mutates** the input [ndarray][@stdlib/ndarray/ctor]. | ||
| - The function assumes that each element in the underlying input [ndarray][@stdlib/ndarray/ctor] data buffer has one, and only one, corresponding element in input [ndarray][@stdlib/ndarray/ctor] view (i.e., a provided [ndarray][@stdlib/ndarray/ctor] is not a broadcasted [ndarray][@stdlib/ndarray/ctor] view). | ||
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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 discreteUniform = require( '@stdlib/random/base/discrete-uniform' ).factory; | ||
| var ndarray2array = require( '@stdlib/ndarray/to-array' ); | ||
| var zeros = require( '@stdlib/ndarray/zeros' ); | ||
| var MultiSlice = require( '@stdlib/slice/multi' ); | ||
| var Slice = require( '@stdlib/slice/ctor' ); | ||
| var fillSliceBy = require( '@stdlib/ndarray/fill-slice-by' ); | ||
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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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| // Specify the slice 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 slice: | ||
| fillSliceBy( x, s, discreteUniform( -100, 100 ) ); | ||
| 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/slice/ctor]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/slice/ctor | ||
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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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| <!-- <related-links> --> | ||
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| <!-- </related-links> --> | ||
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| </section> | ||
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| <!-- /.links --> | ||
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