benchmark.ndarray.js

/**
* @license Apache-2.0
*
* Copyright (c) 2020 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 randu = require( '@stdlib/random/base/randu' );
var isnan = require( '@stdlib/math/base/assert/is-nan' );
var pow = require( '@stdlib/math/base/special/pow' );
var pkg = require( './../package.json' ).name;
var stdevwd = require( './../lib/ndarray.js' );


// FUNCTIONS //

/**
* Creates a benchmark function for a native array.
*
* @private
* @param {PositiveInteger} len - array length
* @returns {Function} benchmark function
*/
function createNativeBenchmark( len ) {
	var x;
	var i;

	x = new Array( len );
	for ( i = 0; i < len; i++ ) {
		x[ i ] = ( randu()*20.0 ) - 10.0;
	}
	return benchmark;

	function benchmark( b ) {
		var v;
		var i;

		b.tic();
		for ( i = 0; i < b.iterations; i++ ) {
			v = stdevwd( x.length, 1, x, 1, 0 );
			if ( isnan( v ) ) {
				b.fail( 'should not return NaN' );
			}
		}
		b.toc();
		if ( isnan( v ) ) {
			b.fail( 'should not return NaN' );
		}
		b.pass( 'benchmark finished' );
		b.end();
	}
}

/**
* Creates a benchmark function for an accessor array.
*
* @private
* @param {PositiveInteger} len - array length
* @returns {Function} benchmark function
*/
function createAccessorBenchmark( len ) {
	var data;
	var x;
	var i;

	data = new Array( len );
	for ( i = 0; i < len; i++ ) {
		data[ i ] = ( randu()*20.0 ) - 10.0;
	}
	x = {
		'get': function get( i ) {
			return data[ i ];
		},
		'set': function set() {},
		'length': data.length
	};
	return benchmark;

	function benchmark( b ) {
		var v;
		var i;

		b.tic();
		for ( i = 0; i < b.iterations; i++ ) {
			v = stdevwd( x.length, 1, x, 1, 0 );
			if ( isnan( v ) ) {
				b.fail( 'should not return NaN' );
			}
		}
		b.toc();
		if ( isnan( v ) ) {
			b.fail( 'should not return NaN' );
		}
		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 = createNativeBenchmark( len );
		bench( pkg+':ndarray:native:len='+len, f );
		f = createAccessorBenchmark( len );
		bench( pkg+':ndarray:accessors:len='+len, f );
	}
}

main();