@stdlib/strided
Version:
Strided.
276 lines (180 loc) • 8.43 kB
Markdown
<!--
@license Apache-2.0
Copyright (c) 2022 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.
-->
<!-- lint disable maximum-heading-length -->
# unaryBy
> Apply a unary function to each element retrieved from a strided input array according to a callback function and assign results to a strided output array.
<section class="intro">
</section>
<!-- /.intro -->
<section class="usage">
## Usage
```javascript
var unaryBy = require( '@stdlib/strided/base/unary-by' );
```
#### unaryBy( arrays, shape, strides, fcn, clbk\[, thisArg] )
Applies a unary function to each element retrieved from a strided input array according to a callback function and assigns results to a strided output array.
```javascript
var abs = require( '@stdlib/math/base/special/abs' );
function accessor( v ) {
return v * 2.0;
}
var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, 0.0, -1.0, -3.0 ];
var y = [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ];
unaryBy( [ x, y ], [ x.length ], [ 1, 1 ], abs, accessor );
// y => [ 4.0, 2.0, 6.0, 10.0, 8.0, 0.0, 2.0, 6.0 ]
```
The function accepts the following arguments:
- **arrays**: array-like object containing one strided input array and one strided output array.
- **shape**: array-like object containing a single element, the number of indexed elements.
- **strides**: array-like object containing the stride lengths for the strided input and output arrays.
- **fcn**: unary function to apply to callback return values.
- **clbk**: callback function.
- **thisArg**: execution context (_optional_).
The invoked callback function is provided four arguments:
- **value**: input array element.
- **idx**: iteration index (zero-based).
- **indices**: input and output array strided indices `[ix, iy]` (computed according to `offset + idx*stride`).
- **arrays**: input and output arrays/collections `[x, y]`.
To set the callback execution context, provide a `thisArg`.
```javascript
var abs = require( '@stdlib/math/base/special/abs' );
function accessor( v ) {
this.count += 1;
return v * 2.0;
}
var context = {
'count': 0
};
var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, 0.0, -1.0, -3.0 ];
var y = [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ];
unaryBy( [ x, y ], [ x.length ], [ 1, 1 ], abs, accessor, context );
// y => [ 4.0, 2.0, 6.0, 10.0, 8.0, 0.0, 2.0, 6.0 ]
var cnt = context.count;
// returns 8
```
The `shape` and `stride` parameters determine which elements in the input and output strided arrays are accessed at runtime. For example, to index every other value in `x` and to index the first `N` elements of `y` in reverse order,
```javascript
var abs = require( '@stdlib/math/base/special/abs' );
function accessor( v ) {
return v * 2.0;
}
var x = [ -1.0, -2.0, -3.0, -4.0, -5.0, -6.0 ];
var y = [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ];
unaryBy( [ x, y ], [ 3 ], [ 2, -1 ], abs, accessor );
// y => [ 10.0, 6.0, 2.0, 0.0, 0.0, 0.0 ]
```
Note that indexing is relative to the first index. To introduce an offset, use [`typed array`][mdn-typed-array] views.
```javascript
var Float64Array = require( '@stdlib/array/float64' );
var abs = require( '@stdlib/math/base/special/abs' );
function accessor( v ) {
return v * 2.0;
}
// Initial arrays...
var x0 = new Float64Array( [ -1.0, -2.0, -3.0, -4.0, -5.0, -6.0 ] );
var y0 = new Float64Array( [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ] );
// Create offset views...
var x1 = new Float64Array( x0.buffer, x0.BYTES_PER_ELEMENT*1 ); // start at 2nd element
var y1 = new Float64Array( y0.buffer, y0.BYTES_PER_ELEMENT*3 ); // start at 4th element
unaryBy( [ x1, y1 ], [ 3 ], [ -2, 1 ], abs, accessor );
// y0 => <Float64Array>[ 0.0, 0.0, 0.0, 12.0, 8.0, 4.0 ]
```
#### unaryBy.ndarray( arrays, shape, strides, offsets, fcn, clbk\[, thisArg] )
Applies a unary function to each element retrieved from a strided input array according to a callback function and assigns results to a strided output array using alternative indexing semantics.
```javascript
var abs = require( '@stdlib/math/base/special/abs' );
function accessor( v ) {
return v * 2.0;
}
var x = [ -1.0, -2.0, -3.0, -4.0, -5.0 ];
var y = [ 0.0, 0.0, 0.0, 0.0, 0.0 ];
unaryBy.ndarray( [ x, y ], [ x.length ], [ 1, 1 ], [ 0, 0 ], abs, accessor );
// y => [ 2.0, 4.0, 6.0, 8.0, 10.0 ]
```
The function accepts the following additional arguments:
- **offsets**: array-like object containing the starting indices (i.e., index offsets) for the strided input and output arrays.
While [`typed array`][mdn-typed-array] views mandate a view offset based on the underlying `buffer`, the `offsets` parameter supports indexing semantics based on starting indices. For example, to index every other value in `x` starting from the second value and to index the last `N` elements in `y` in reverse order,
```javascript
var abs = require( '@stdlib/math/base/special/abs' );
function accessor( v ) {
return v * 2.0;
}
var x = [ -1.0, -2.0, -3.0, -4.0, -5.0, -6.0 ];
var y = [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ];
unaryBy.ndarray( [ x, y ], [ 3 ], [ 2, -1 ], [ 1, y.length-1 ], abs, accessor );
// y => [ 0.0, 0.0, 0.0, 12.0, 8.0, 4.0 ]
```
</section>
<!-- /.usage -->
<section class="notes">
## Notes
- If a provided callback function does not return any value (or equivalently, explicitly returns `undefined`), the value is **ignored**.
```javascript
var abs = require( '@stdlib/math/base/special/abs' );
function accessor() {
// No-op...
}
var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, 0.0, -1.0, -3.0 ];
var y = [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ];
unaryBy( [ x, y ], [ x.length ], [ 1, 1 ], abs, accessor );
// y => [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ]
```
</section>
<!-- /.notes -->
<section class="examples">
## Examples
<!-- eslint no-undef: "error" -->
```javascript
var discreteUniform = require( '@stdlib/random/base/discrete-uniform' ).factory;
var filledarray = require( '@stdlib/array/filled' );
var filledarrayBy = require( '@stdlib/array/filled-by' );
var abs = require( '@stdlib/math/base/special/abs' );
var unaryBy = require( '@stdlib/strided/base/unary-by' );
function accessor( v, i ) {
if ( (i%3) === 0 ) {
// Simulate a "missing" value...
return;
}
return v;
}
var N = 10;
var x = filledarrayBy( N, 'generic', discreteUniform( -100, 100 ) );
console.log( x );
var y = filledarray( null, N, 'generic' );
console.log( y );
var shape = [ N ];
var strides = [ 1, -1 ];
var offsets = [ 0, N-1 ];
unaryBy.ndarray( [ x, y ], shape, strides, offsets, abs, accessor );
console.log( y );
```
</section>
<!-- /.examples -->
<!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. -->
<section class="related">
* * *
## See Also
- <span class="package-name">[`@stdlib/strided/base/map-by`][@stdlib/strided/base/map-by]</span><span class="delimiter">: </span><span class="description">apply a unary function to each element retrieved from a strided input array according to a callback function and assign results to a strided output array.</span>
- <span class="package-name">[`@stdlib/strided/base/unary`][@stdlib/strided/base/unary]</span><span class="delimiter">: </span><span class="description">apply a unary callback to elements in a strided input array and assign results to elements in a strided output array.</span>
</section>
<!-- /.related -->
<!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
<section class="links">
[mdn-typed-array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray
<!-- <related-links> -->
[@stdlib/strided/base/map-by]: https://github.com/stdlib-js/strided/tree/main/base/map-by
[@stdlib/strided/base/unary]: https://github.com/stdlib-js/strided/tree/main/base/unary
<!-- </related-links> -->
</section>
<!-- /.links -->