bench: refactor random number generation in JS benchmarks for stats/base/dists/pareto-type1

PR-URL: #5260
Closes: #4982

Reviewed-by: Karan Anand <[email protected]>
Reviewed-by: Philipp Burckhardt <[email protected]>

Author: gkbishnoi07

lib/node_modules/@stdlib/stats/base/dists/pareto-type1/cdf/benchmark/benchmark.js

@@ -21,7 +21,8 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var randu = require( '@stdlib/random/base/randu' );
+var Float64Array = require( '@stdlib/array/float64' );
+var uniform = require( '@stdlib/random/base/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var EPS = require( '@stdlib/constants/float64/eps' );
 var pkg = require( './../package.json' ).name;
@@ -33,16 +34,24 @@ var cdf = require( './../lib' );
 bench( pkg, function benchmark( b ) {
 	var alpha;
 	var beta;
+	var len;
 	var x;
 	var y;
 	var i;
 
+	len = 100;
+	alpha = new Float64Array( len );
+	beta = new Float64Array( len );
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( EPS, 20.0 );
+		alpha[ i ] = uniform( EPS, 100.0 );
+		beta[ i ] = uniform( EPS, 100.0 );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = ( randu()*20.0 ) + EPS;
-		alpha = ( randu()*100.0 ) + EPS;
-		beta = ( randu()*100.0 ) + EPS;
-		y = cdf( x, alpha, beta );
+		y = cdf( x[ i % len ], alpha[ i % len ], beta[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
@@ -59,18 +68,23 @@ bench( pkg+':factory', function benchmark( b ) {
 	var mycdf;
 	var alpha;
 	var beta;
+	var len;
 	var x;
 	var y;
 	var i;
 
 	alpha = 100.56789;
 	beta = 55.54321;
+	len = 100;
 	mycdf = cdf.factory( alpha, beta );
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( EPS, 50.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = ( randu()*50.0 ) + EPS;
-		y = mycdf( x );
+		y = mycdf( x[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}