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stdlib-bot committed Oct 8, 2023
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147 changes: 147 additions & 0 deletions base/dtype/README.md
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<!--
@license Apache-2.0
Copyright (c) 2023 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.
-->

# dtype

> Return the data type of a provided [ndarray][@stdlib/ndarray/base/ctor].
<!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. -->

<section class="intro">

</section>

<!-- /.intro -->

<!-- Package usage documentation. -->

<section class="usage">

## Usage

```javascript
var dtype = require( '@stdlib/ndarray/base/dtype' );
```

#### dtype( x )

Returns the data type of a provided [ndarray][@stdlib/ndarray/base/ctor].

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

var x = zeros( [ 3, 2, 3 ], {
'dtype': 'float64'
});
// returns <ndarray>

var dt = dtype( x );
// returns 'float64'
```

</section>

<!-- /.usage -->

<!-- Package usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->

<section class="notes">

</section>

<!-- /.notes -->

<!-- Package usage examples. -->

<section class="examples">

## Examples

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

<!-- eslint-disable new-cap -->

```javascript
var zeros = require( '@stdlib/ndarray/zeros' );
var slice = require( '@stdlib/ndarray/slice' );
var E = require( '@stdlib/slice/multi' );
var S = require( '@stdlib/slice/ctor' );
var dtype = require( '@stdlib/ndarray/base/dtype' );

// Create an array:
var x = zeros( [ 10, 10, 10, 10 ] );
// returns <ndarray>

// Define some slices:
var slices = [
// :,:,:,:
E( null, null, null, null ),

// 5:10,4,2:4,::-1
E( S( 5, 10 ), 4, S( 2, 4 ), S( null, null, -1 ) ),

// :,:,2,:
E( null, null, 2, null ),

// 1,2,3,:
E( 1, 2, 3, null ),

// 1,3,::2,4::2
E( 1, 3, S( null, null, 2 ), S( 4, null, 2 ) )
];

// Determine the data type for each slice...
var s;
var i;
for ( i = 0; i < slices.length; i++ ) {
s = slice( x, slices[ i ] );
console.log( '%s => %s', s.dtype, dtype( s ) );
}
```

</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">

[@stdlib/ndarray/base/ctor]: https://github.com/stdlib-js/ndarray/tree/main/base/ctor

</section>

<!-- /.links -->
57 changes: 57 additions & 0 deletions base/dtype/benchmark/benchmark.js
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/**
* @license Apache-2.0
*
* Copyright (c) 2023 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 isString = require( '@stdlib/assert/is-string' ).isPrimitive;
var typedarray = require( '@stdlib/array/typed' );
var ndarray = require( './../../../ctor' );
var pkg = require( './../package.json' ).name;
var dtype = require( './../lib' );


// MAIN //

bench( pkg, function benchmark( b ) {
var values;
var dt;
var i;

values = [
ndarray( 'float64', typedarray( 20000, 'float64' ), [ 10, 10, 10, 1 ], [ 1000, 100, 10, 1 ], 100, 'row-major' ),
ndarray( 'int32', typedarray( 20000, 'int32' ), [ 5, 5, 5, 1, 1 ], [ 125, 25, 5, 1, 1 ], 50, 'row-major' ),
ndarray( 'uint8', typedarray( 20000, 'uint8' ), [ 3, 4, 5 ], [ 20, 5, 1 ], 72, 'row-major' )
];

b.tic();
for ( i = 0; i < b.iterations; i++ ) {
dt = dtype( values[ i%values.length ] );
if ( typeof dt !== 'string' ) {
b.fail( 'should return a string' );
}
}
b.toc();
if ( !isString( dt ) ) {
b.fail( 'should return a string' );
}
b.pass( 'benchmark finished' );
b.end();
});
23 changes: 23 additions & 0 deletions base/dtype/docs/repl.txt
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{{alias}}( x )
Returns the data type of a provided ndarray.

Parameters
----------
x: ndarray
Input ndarray.

Returns
-------
dt: string
Data type.

Examples
--------
> var opts = { 'dtype': 'float64' };
> var dt = {{alias}}( {{alias:@stdlib/ndarray/zeros}}( [ 3, 3, 3 ], opts ) )
'float64'

See Also
--------

46 changes: 46 additions & 0 deletions base/dtype/docs/types/index.d.ts
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/*
* @license Apache-2.0
*
* Copyright (c) 2023 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 { ndarray, DataType } from '@stdlib/types/ndarray';

/**
* Returns the data type of a provided ndarray.
*
* @param x - input ndarray
* @returns data type
*
* @example
* var zeros = require( `@stdlib/ndarray/zeros` );
*
* var x = zeros( [ 3, 3, 3 ], {
* 'dtype': 'float64'
* });
*
* var dt = dtype( x );
* // returns 'float64'
*/
declare function dtype( x: ndarray ): DataType;


// EXPORTS //

export = dtype;
47 changes: 47 additions & 0 deletions base/dtype/docs/types/test.ts
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/*
* @license Apache-2.0
*
* Copyright (c) 2023 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.
*/

import zeros = require( './../../../../zeros' );
import dtype = require( './index' );


// TESTS //

// The function returns a data type...
{
dtype( zeros( [ 3, 2, 1 ] ) ); // $ExpectType DataType
}

// The compiler throws an error if the function is provided a value other than an ndarray...
{
dtype( '5' ); // $ExpectError
dtype( 5 ); // $ExpectError
dtype( true ); // $ExpectError
dtype( false ); // $ExpectError
dtype( null ); // $ExpectError
dtype( undefined ); // $ExpectError
dtype( [ '1', '2' ] ); // $ExpectError
dtype( {} ); // $ExpectError
dtype( ( x: number ): number => x ); // $ExpectError
}

// The compiler throws an error if the function is provided an unsupported number of arguments...
{
dtype(); // $ExpectError
dtype( zeros( [ 2, 2 ] ), {} ); // $ExpectError
}
57 changes: 57 additions & 0 deletions base/dtype/examples/index.js
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/**
* @license Apache-2.0
*
* Copyright (c) 2023 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.
*/

/* eslint-disable new-cap */

'use strict';

var zeros = require( './../../../zeros' );
var slice = require( './../../../slice' );
var E = require( '@stdlib/slice/multi' );
var S = require( '@stdlib/slice/ctor' );
var dtype = require( './../lib' );

// Create an array:
var x = zeros( [ 10, 10, 10, 10 ] );
// returns <ndarray>

// Define some slices:
var slices = [
// :,:,:,:
E( null, null, null, null ),

// 5:10,4,2:4,::-1
E( S( 5, 10 ), 4, S( 2, 4 ), S( null, null, -1 ) ),

// :,:,2,:
E( null, null, 2, null ),

// 1,2,3,:
E( 1, 2, 3, null ),

// 1,3,::2,4::2
E( 1, 3, S( null, null, 2 ), S( 4, null, 2 ) )
];

// Determine the data type of each slice...
var s;
var i;
for ( i = 0; i < slices.length; i++ ) {
s = slice( x, slices[ i ] );
console.log( '%s => %s', s.dtype, dtype( s ) );
}
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