Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
132 changes: 132 additions & 0 deletions lib/node_modules/@stdlib/blas/ext/base/ndarray/gediff/README.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,132 @@
<!--

@license Apache-2.0

Copyright (c) 2026 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.

-->

# gediff

> Calculate the differences between consecutive elements of a one-dimensional ndarray.

<section class="intro">

</section>

<!-- /.intro -->

<section class="usage">

## Usage

```javascript
var gediff = require( '@stdlib/blas/ext/base/ndarray/gediff' );
```

#### gediff( arrays )

Calculates the differences between consecutive elements of a one-dimensional ndarray.

```javascript
var vector = require( '@stdlib/ndarray/vector/ctor' );

var x = vector( [ 2.0, 4.0, 6.0, 8.0, 10.0 ], 'generic' );
var prepend = vector( [ 1.0 ], 'generic' );
var append = vector( [ 11.0 ], 'generic' );
var out = vector( [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ], 'generic' );

var y = gediff( [ x, prepend, append, out ] );
// returns <ndarray>[ 1.0, 2.0, 2.0, 2.0, 2.0, 11.0 ]
```

The function has the following parameters:

- **arrays**: array-like object containing the following ndarrays:

- a one-dimensional input ndarray.
- a one-dimensional ndarray containing values to prepend prior to computing differences.
- a one-dimensional ndarray containing values to append prior to computing differences.
- a one-dimensional output ndarray. Must have `N + N1 + N2 - 1` elements, where `N` is the number of elements in the input ndarray, `N1` is the number of elements to prepend, and `N2` is the number of elements to append.

</section>

<!-- /.usage -->

<section class="notes">

</section>

<!-- /.notes -->

<section class="examples">

## Examples

<!-- eslint no-undef: "error" -->

```javascript
var discreteUniform = require( '@stdlib/random/discrete-uniform' );
var zeros = require( '@stdlib/ndarray/zeros' );
var ndarray2array = require( '@stdlib/ndarray/to-array' );
var gediff = require( '@stdlib/blas/ext/base/ndarray/gediff' );

var N = 10;
var N1 = 2;
var N2 = 2;
var opts = {
'dtype': 'generic'
};

var x = discreteUniform( [ N ], -100, 100, opts );
var p = discreteUniform( [ N1 ], -100, 100, opts );
var a = discreteUniform( [ N2 ], -100, 100, opts );
var out = zeros( [ N + N1 + N2 - 1 ], opts );

console.log( 'x: ', ndarray2array( x ) );
console.log( 'prepend: ', ndarray2array( p ) );
console.log( 'append: ', ndarray2array( a ) );

gediff( [ x, p, a, out ] );
console.log( 'out: ', ndarray2array( out ) );
```

</section>

<!-- /.examples -->

<!-- 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. -->

<section class="references">

</section>

<!-- /.references -->

<!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. -->

<section class="related">

</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">

</section>

<!-- /.links -->
Original file line number Diff line number Diff line change
@@ -0,0 +1,111 @@
/**
* @license Apache-2.0
*
* Copyright (c) 2026 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.
*/

'use strict';

// MODULES //

var bench = require( '@stdlib/bench' );
var uniform = require( '@stdlib/random/uniform' );
var zeros = require( '@stdlib/ndarray/zeros' );
var pow = require( '@stdlib/math/base/special/pow' );
var format = require( '@stdlib/string/format' );
var pkg = require( './../package.json' ).name;
var gediff = require( './../lib' );


// VARIABLES //

var options = {
'dtype': 'generic'
};


// FUNCTIONS //

/**
* Creates a benchmark function.
*
* @private
* @param {PositiveInteger} len - array length
* @returns {Function} benchmark function
*/
function createBenchmark( len ) {
var prepend;
var append;
var out;
var x;

x = uniform( [ len ], -100.0, 100.0, options );
prepend = uniform( [ 1 ], -100.0, 100.0, options );
append = uniform( [ 1 ], -100.0, 100.0, options );
out = zeros( [ len + 1 ], options );
return benchmark;

/**
* Benchmark function.
*
* @private
* @param {Benchmark} b - benchmark instance
*/
function benchmark( b ) {
var v;
var i;

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
v = gediff( [ x, prepend, append, out ] );
if ( typeof v !== 'object' ) {
b.fail( 'should return an ndarray' );
}
}
b.toc();
if ( typeof v !== 'object' ) {
b.fail( 'should return an ndarray' );
}
b.pass( 'benchmark finished' );
b.end();
}
}


// MAIN //

/**
* Main execution sequence.
*
* @private
*/
function main() {
var len;
var min;
var max;
var f;
var i;

min = 1; // 10^min
max = 6; // 10^max

for ( i = min; i <= max; i++ ) {
len = pow( 10, i );
f = createBenchmark( len );
bench( format( '%s:len=%d', pkg, len ), f );
}
}

main();
Original file line number Diff line number Diff line change
@@ -0,0 +1,35 @@

{{alias}}( arrays )
Calculates the differences between consecutive elements of a one-dimensional
ndarray.

The output ndarray must have `N + N1 + N2 - 1` elements, where `N` is the
number of elements in the input ndarray, `N1` is the number of elements to
prepend, and `N2` is the number of elements to append.

Parameters
----------
arrays: ArrayLikeObject<ndarray>
Array-like object containing the following ndarrays:

- a one-dimensional input ndarray.
- a one-dimensional ndarray containing values to prepend.
- a one-dimensional ndarray containing values to append.
- a one-dimensional output ndarray.

Returns
-------
out: ndarray
Output ndarray.

Examples
--------
> var x = {{alias:@stdlib/ndarray/vector/ctor}}( [ 2.0, 4.0, 6.0, 8.0, 10.0 ], 'generic' );
> var p = {{alias:@stdlib/ndarray/vector/ctor}}( [ 1.0 ], 'generic' );
> var a = {{alias:@stdlib/ndarray/vector/ctor}}( [ 11.0 ], 'generic' );
> var out = {{alias:@stdlib/ndarray/vector/ctor}}( [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ], 'generic' );
> {{alias}}( [ x, p, a, out ] )
<ndarray>[ 1.0, 2.0, 2.0, 2.0, 2.0, 11.0 ]

See Also
--------
Original file line number Diff line number Diff line change
@@ -0,0 +1,56 @@
/*
* @license Apache-2.0
*
* Copyright (c) 2026 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.
*/

// TypeScript Version: 4.1

/// <reference types="@stdlib/types"/>

import { typedndarray } from '@stdlib/types/ndarray';

/**
* Calculates the differences between consecutive elements of a one-dimensional ndarray.
*
* ## Notes
*
* - The function expects the following ndarrays:
*
* - a one-dimensional input ndarray.
* - a one-dimensional ndarray containing values to prepend.
* - a one-dimensional ndarray containing values to append.
* - a one-dimensional output ndarray.
*
* @param arrays - array-like object containing ndarrays
* @returns output ndarray
*
* @example
* var vector = require( '@stdlib/ndarray/vector/ctor' );
*
* var x = vector( [ 2.0, 4.0, 6.0, 8.0, 10.0 ], 'generic' );
* var prepend = vector( [ 1.0 ], 'generic' );
* var append = vector( [ 11.0 ], 'generic' );
* var out = vector( [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ], 'generic' );
*
* var y = gediff( [ x, prepend, append, out ] );
* // returns <ndarray>[ 1.0, 2.0, 2.0, 2.0, 2.0, 11.0 ]
*/
declare function gediff<T extends typedndarray<number> = typedndarray<number>>( arrays: [ typedndarray<number>, typedndarray<number>, typedndarray<number>, T ] ): T;


// EXPORTS //

export = gediff;
Loading
Loading