From 2b283ace05fa9b47163d1e6f732242535f971f30 Mon Sep 17 00:00:00 2001
From: Yaswanth Kosuru <yaswanthkosuru999@gmail.com>
Date: Mon, 10 Feb 2025 04:01:47 +0000
Subject: [PATCH 1/5] bench: refactor random number generation in JS benchmarks
 for stats/base/dists/levy

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: na
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: passed
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: na
  - task: lint_c_examples
    status: na
  - task: lint_c_benchmarks
    status: na
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---
---
 .../dists/levy/cdf/benchmark/benchmark.js     | 28 ++++++++++++++-----
 1 file changed, 21 insertions(+), 7 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js
index 490513e23d51..045863b747f1 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/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;
@@ -32,17 +33,25 @@ var cdf = require( './../lib' );
 
 bench( pkg, function benchmark( b ) {
 	var scale;
+	var len;
 	var mu;
 	var x;
 	var y;
 	var i;
 
+	len = 100;
+	mu = new Float64Array( len );
+	scale = new Float64Array( len );
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		mu[ i ] = uniform( -50.0, 100.0 );
+		x[ i ] = uniform( mu[i], 100.0 );
+		scale[ i ] = uniform( EPS, 20.0 );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		mu = ( randu()*100.0 ) - 50.0;
-		x = ( randu()*100.0 ) + mu;
-		scale = ( randu()*20.0 ) + EPS;
-		y = cdf( x, mu, scale );
+		y = cdf( x[ i % len ], mu[ i% len], scale[ i % len] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
@@ -58,6 +67,7 @@ bench( pkg, function benchmark( b ) {
 bench( pkg+':factory', function benchmark( b ) {
 	var mycdf;
 	var scale;
+	var len;
 	var mu;
 	var x;
 	var y;
@@ -66,11 +76,15 @@ bench( pkg+':factory', function benchmark( b ) {
 	mu = 0.0;
 	scale = 1.5;
 	mycdf = cdf.factory( mu, scale );
+	len=100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0, 4.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = randu() * 4.0;
-		y = mycdf( x );
+		y = mycdf( x[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}

From dd8c6c9d878b12b6672a6fc4f8c9e20d74900e2b Mon Sep 17 00:00:00 2001
From: Yaswanth Kosuru <yaswanthkosuru999@gmail.com>
Date: Mon, 10 Feb 2025 07:23:21 +0000
Subject: [PATCH 2/5] fixup! bench: refactor random number generation in JS
 benchmarks for stats/base/dists/levy

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: na
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: passed
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: na
  - task: lint_c_examples
    status: na
  - task: lint_c_benchmarks
    status: na
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: na
  - task: run_c_benchmarks
    status: na
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: failed
---
---
 .../dists/levy/ctor/benchmark/benchmark.js    | 129 ++++++++++++++----
 .../dists/levy/entropy/benchmark/benchmark.js |  16 ++-
 .../dists/levy/logcdf/benchmark/benchmark.js  |  26 +++-
 .../dists/levy/logpdf/benchmark/benchmark.js  |  28 +++-
 .../dists/levy/mean/benchmark/benchmark.js    |   6 +-
 .../levy/mean/benchmark/benchmark.native.js   |   8 +-
 .../dists/levy/median/benchmark/benchmark.js  |  16 ++-
 .../dists/levy/mode/benchmark/benchmark.js    |   8 +-
 .../levy/mode/benchmark/benchmark.native.js   |   6 +-
 .../dists/levy/pdf/benchmark/benchmark.js     |  28 +++-
 .../levy/quantile/benchmark/benchmark.js      |  29 +++-
 .../dists/levy/stdev/benchmark/benchmark.js   |   6 +-
 .../levy/stdev/benchmark/benchmark.native.js  |   6 +-
 13 files changed, 232 insertions(+), 80 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/ctor/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/ctor/benchmark/benchmark.js
index 9f3f6aaaabd1..5a5e6d1215ab 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/ctor/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/ctor/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;
@@ -32,15 +33,22 @@ var Levy = require( './../lib' );
 
 bench( pkg+'::instantiation', function benchmark( b ) {
 	var dist;
+	var len;
 	var mu;
 	var c;
 	var i;
 
+	len = 100;
+	mu = new Float64Array( len );
+	c = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		mu[ i ] = uniform( EPS, 10.0 );
+		c[ i ] = uniform(EPS, 10.0 );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		mu = ( randu() * 10.0 ) + EPS;
-		c = ( randu() * 10.0 ) + EPS;
-		dist = new Levy( mu, c );
+		dist = new Levy( mu[ i % len ], c[ i % len ] );
 		if ( !( dist instanceof Levy ) ) {
 			b.fail( 'should return a distribution instance' );
 		}
@@ -81,6 +89,7 @@ bench( pkg+'::get:mu', function benchmark( b ) {
 
 bench( pkg+'::set:mu', function benchmark( b ) {
 	var dist;
+	var len;
 	var mu;
 	var c;
 	var y;
@@ -88,13 +97,17 @@ bench( pkg+'::set:mu', function benchmark( b ) {
 
 	mu = 2.0;
 	c = 3.0;
+	len = 100;
+	y = new Float64Array( len );
 	dist = new Levy( mu, c );
+	for ( i = 0; i < len; i++ ) {
+		y[ i ] = uniform( EPS, 100.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		y = ( 100.0*randu() ) + EPS;
-		dist.mu = y;
-		if ( dist.mu !== y ) {
+		dist.mu = y[ i % len ];
+		if ( dist.mu !== y[ i % len ] ) {
 			b.fail( 'should return set value' );
 		}
 	}
@@ -134,6 +147,7 @@ bench( pkg+'::get:c', function benchmark( b ) {
 
 bench( pkg+'::set:c', function benchmark( b ) {
 	var dist;
+	var len;
 	var mu;
 	var c;
 	var y;
@@ -141,13 +155,17 @@ bench( pkg+'::set:c', function benchmark( b ) {
 
 	mu = 2.0;
 	c = 3.0;
+	len = 100;
 	dist = new Levy( mu, c );
+	y = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		y[ i ] = uniform( EPS, 100.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		y = ( 100.0*randu() ) + EPS;
-		dist.c = y;
-		if ( dist.c !== y ) {
+		dist.c = y[ i % len ];
+		if ( dist.c !== y[ i % len ] ) {
 			b.fail( 'should return set value' );
 		}
 	}
@@ -161,18 +179,25 @@ bench( pkg+'::set:c', function benchmark( b ) {
 
 bench( pkg+':entropy', function benchmark( b ) {
 	var dist;
+	var len;
 	var mu;
+	var x;
 	var c;
 	var y;
 	var i;
 
 	mu = 2.0;
 	c = 3.0;
+	len = 100;
+	x = new Float64Array( len );
 	dist = new Levy( mu, c );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( EPS, 100.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		dist.mu = ( 100.0*randu() ) + EPS;
+		dist.mu = x[ i % len ];
 		y = dist.entropy;
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
@@ -188,18 +213,25 @@ bench( pkg+':entropy', function benchmark( b ) {
 
 bench( pkg+':mean', function benchmark( b ) {
 	var dist;
+	var len;
 	var mu;
 	var c;
+	var x;
 	var y;
 	var i;
 
 	mu = 2.0;
 	c = 3.0;
+	len = 100;
+	x = new Float64Array( len );
 	dist = new Levy( mu, c );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( EPS, 100.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		dist.mu = ( 100.0*randu() ) + EPS;
+		dist.mu = x[ i % len ];
 		y = dist.mean;
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
@@ -215,18 +247,25 @@ bench( pkg+':mean', function benchmark( b ) {
 
 bench( pkg+':median', function benchmark( b ) {
 	var dist;
+	var len;
 	var mu;
 	var c;
+	var x;
 	var y;
 	var i;
 
 	mu = 2.0;
 	c = 3.0;
 	dist = new Levy( mu, c );
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( EPS, 100.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		dist.mu = ( 100.0*randu() ) + EPS;
+		dist.mu = x[ i % len ];
 		y = dist.median;
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
@@ -242,18 +281,25 @@ bench( pkg+':median', function benchmark( b ) {
 
 bench( pkg+':mode', function benchmark( b ) {
 	var dist;
+	var len;
 	var mu;
 	var c;
+	var x;
 	var y;
 	var i;
 
 	mu = 2.0;
 	c = 3.0;
+	len = 100;
+	x = new Float64Array( len );
 	dist = new Levy( mu, c );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 1.0 + EPS, 100.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		dist.mu = ( 100.0*randu() ) + 1.0 + EPS;
+		dist.mu = x[ i % len ];
 		y = dist.mode;
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
@@ -269,18 +315,24 @@ bench( pkg+':mode', function benchmark( b ) {
 
 bench( pkg+':stdev', function benchmark( b ) {
 	var dist;
+	var len;
 	var mu;
 	var c;
+	var x;
 	var y;
 	var i;
 
 	mu = 2.0;
 	c = 3.0;
+	len = 100;
+	x = new Float64Array( len );
 	dist = new Levy( mu, c );
-
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( EPS, 100.0 );
+	}
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		dist.mu = ( 100.0*randu() ) + EPS;
+		dist.mu = x[ i % len ];
 		y = dist.stdev;
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
@@ -296,18 +348,25 @@ bench( pkg+':stdev', function benchmark( b ) {
 
 bench( pkg+':variance', function benchmark( b ) {
 	var dist;
+	var len;
 	var mu;
 	var c;
+	var x;
 	var y;
 	var i;
 
 	mu = 2.0;
 	c = 3.0;
+	len = 100;
+	x = new Float64Array( len );
 	dist = new Levy( mu, c );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( EPS, 100.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		dist.mu = ( 100.0*randu() ) + EPS;
+		dist.mu = x[ i % len ];
 		y = dist.variance;
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
@@ -323,6 +382,7 @@ bench( pkg+':variance', function benchmark( b ) {
 
 bench( pkg+':cdf', function benchmark( b ) {
 	var dist;
+	var len;
 	var mu;
 	var c;
 	var x;
@@ -331,12 +391,16 @@ bench( pkg+':cdf', function benchmark( b ) {
 
 	mu = 2.0;
 	c = 3.0;
+	len = 100;
+	x = new Float64Array( len );
 	dist = new Levy( mu, c );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( -3.0, 6.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = ( randu()*6.0 ) - 3.0;
-		y = dist.cdf( x );
+		y = dist.cdf( x[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
@@ -351,6 +415,7 @@ bench( pkg+':cdf', function benchmark( b ) {
 
 bench( pkg+':logpdf', function benchmark( b ) {
 	var dist;
+	var len;
 	var mu;
 	var c;
 	var x;
@@ -359,12 +424,16 @@ bench( pkg+':logpdf', function benchmark( b ) {
 
 	mu = 1.0;
 	c = 2.0;
+	len = 100;
+	x = new Float64Array( len );
 	dist = new Levy( mu, c );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( -3.0, 6.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = ( randu()*6.0 ) - 3.0;
-		y = dist.logpdf( x );
+		y = dist.logpdf( x[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
@@ -379,6 +448,7 @@ bench( pkg+':logpdf', function benchmark( b ) {
 
 bench( pkg+':pdf', function benchmark( b ) {
 	var dist;
+	var len;
 	var mu;
 	var c;
 	var x;
@@ -387,12 +457,16 @@ bench( pkg+':pdf', function benchmark( b ) {
 
 	mu = 2.0;
 	c = 3.0;
+	len = 100;
+	x = new Float64Array( len );
 	dist = new Levy( mu, c );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( -3.0, 6.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = ( randu()*6.0 ) - 3.0;
-		y = dist.pdf( x );
+		y = dist.pdf( x[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
@@ -407,6 +481,7 @@ bench( pkg+':pdf', function benchmark( b ) {
 
 bench( pkg+':quantile', function benchmark( b ) {
 	var dist;
+	var len;
 	var mu;
 	var c;
 	var x;
@@ -415,12 +490,16 @@ bench( pkg+':quantile', function benchmark( b ) {
 
 	mu = 2.0;
 	c = 3.0;
+	len = 100;
+	x = new Float64Array( len );
 	dist = new Levy( mu, c );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, 1.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = randu();
-		y = dist.quantile( x );
+		y = dist.quantile( x[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/entropy/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/entropy/benchmark/benchmark.js
index 3a70c9419df9..58c533e4f12d 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/entropy/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/entropy/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;
@@ -31,16 +32,23 @@ var entropy = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var len;
 	var mu;
 	var c;
 	var y;
 	var i;
 
+	len = 100;
+	mu = new Float64Array( len );
+	c = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		mu[ i ] = uniform( -50.0, 100.0 );
+		c[ i ] = uniform( EPS, 20.0 );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		mu = ( randu()*100.0 ) - 50.0;
-		c = ( randu()*20.0 ) + EPS;
-		y = entropy( mu, c );
+		y = entropy( mu[ i % len ], c[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js
index a85086c972f8..0c02b7228acb 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/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;
@@ -32,16 +33,24 @@ var logcdf = require( './../lib' );
 
 bench( pkg, function benchmark( b ) {
 	var scale;
+	var len;
 	var mu;
 	var x;
 	var y;
 	var i;
 
+	len = 100;
+	mu = new Float64Array( len );
+	scale = new Float64Array( len );
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( EPS, 100.0 );
+		mu[ i ] = uniform( -50.0, 100.0 );
+		scale[ i ] = uniform( EPS, 20.0 );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		mu = ( randu()*100.0 ) - 50.0;
-		x = ( randu()*100.0 ) + mu;
-		scale = ( randu()*20.0 ) + EPS;
 		y = logcdf( x, mu, scale );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
@@ -58,6 +67,7 @@ bench( pkg, function benchmark( b ) {
 bench( pkg+':factory', function benchmark( b ) {
 	var mylogcdf;
 	var scale;
+	var len;
 	var mu;
 	var x;
 	var y;
@@ -65,12 +75,16 @@ bench( pkg+':factory', function benchmark( b ) {
 
 	mu = 0.0;
 	scale = 1.5;
+	len = 100;
+	x = new Float64Array( len );
 	mylogcdf = logcdf.factory( mu, scale );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, 4.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = randu() * 4.0;
-		y = mylogcdf( x );
+		y = mylogcdf( x[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/logpdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/logpdf/benchmark/benchmark.js
index ad9500664935..f81accea0e04 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/logpdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/logpdf/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;
@@ -31,18 +32,26 @@ var logpdf = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var len;
 	var mu;
 	var s;
 	var x;
 	var y;
 	var i;
 
+	len = 100;
+	mu = new Float64Array( len );
+	s = new Float64Array( len );
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		mu[ i ] = uniform( -10.0, 20.0);
+		x[ i ] = uniform( mu[i], 40.0 );
+		s[ i ] = uniform( EPS, 5.0 );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		mu = ( randu()*20.0 ) - 10.0;
-		x = ( randu()*40.0 ) + mu;
-		s = ( randu()*5.0 ) + EPS;
-		y = logpdf( x, mu, s );
+		y = logpdf( x[ i % len ], mu[ i % len ], s[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
@@ -57,6 +66,7 @@ bench( pkg, function benchmark( b ) {
 
 bench( pkg+':factory', function benchmark( b ) {
 	var mylogpdf;
+	var len;
 	var mu;
 	var s;
 	var x;
@@ -65,12 +75,16 @@ bench( pkg+':factory', function benchmark( b ) {
 
 	mu = 10.0;
 	s = 4.0;
+	len = 100;
 	mylogpdf = logpdf.factory( mu, s );
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, 50.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = randu() * 50.0;
-		y = mylogpdf( x );
+		y = mylogpdf( x[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.js
index 09b800d9e12d..080974dc7895 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.js
@@ -21,7 +21,7 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/base/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var Float64Array = require( '@stdlib/array/float64' );
 var EPS = require( '@stdlib/constants/float64/eps' );
@@ -42,8 +42,8 @@ bench( pkg, function benchmark( b ) {
 	mu = new Float64Array( len );
 	c = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		mu[ i ] = ( randu() * 100.0 ) - 50.0;
-		c[ i ] = ( randu() * 20.0 ) + EPS;
+		mu[ i ] = uniform( -50.0, 100.0 );
+		c[ i ] = uniform( EPS, 20.0 );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.native.js
index 7dbd8c4a0798..531e1baf9454 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mean/benchmark/benchmark.native.js
@@ -22,11 +22,11 @@
 
 var resolve = require( 'path' ).resolve;
 var bench = require( '@stdlib/bench' );
-var Float64Array = require( '@stdlib/array/float64' );
 var EPS = require( '@stdlib/constants/float64/eps' );
-var randu = require( '@stdlib/random/base/randu' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var tryRequire = require( '@stdlib/utils/try-require' );
+var Float64Array = require( '@stdlib/array/float64' );
+var uniform = require( '@stdlib/random/base/uniform' );
 var pkg = require( './../package.json' ).name;
 
 
@@ -51,8 +51,8 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	mu = new Float64Array( len );
 	c = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		mu[ i ] = ( randu() * 100.0 ) - 50.0;
-		c[ i ] = ( randu() * 20.0 ) + EPS;
+		mu[ i ] = uniform( -50.0, 100.0 );
+		c[ i ] = uniform( EPS, 20.0 );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.js
index f23328e81436..fb4e7eba1d72 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/median/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/median/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;
@@ -31,16 +32,23 @@ var median = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var len;
 	var mu;
 	var c;
 	var y;
 	var i;
 
+	len = 100;
+	mu = new Float64Array( len );
+	c = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		mu[ i ] = uniform( -50.0, 100.0 );
+		c[ i ] = uniform( EPS, 20.0 );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		mu = ( randu()*100.0 ) - 50.0;
-		c = ( randu()*20.0 ) + EPS;
-		y = median( mu, c );
+		y = median( mu[ i % len ], c[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.js
index d6c2810a4508..9c5c00498c1f 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.js
@@ -21,9 +21,9 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var randu = require( '@stdlib/random/base/randu' );
-var isnan = require( '@stdlib/math/base/assert/is-nan' );
 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;
 var mode = require( './../lib' );
@@ -42,8 +42,8 @@ bench( pkg, function benchmark( b ) {
 	mu = new Float64Array( len );
 	c = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		mu[ i ] = ( randu() * 100.0 ) - 50.0;
-		c[ i ] = ( randu() * 20.0 ) + EPS;
+		mu[ i ] = uniform( -50.0, 100.0 );
+		c[ i ] = uniform( EPS, 20.0 );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.native.js
index d15c89664e8b..3ba0e30dd6e1 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/benchmark/benchmark.native.js
@@ -23,7 +23,7 @@
 var resolve = require( 'path' ).resolve;
 var bench = require( '@stdlib/bench' );
 var Float64Array = require( '@stdlib/array/float64' );
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/base/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var EPS = require( '@stdlib/constants/float64/eps' );
 var tryRequire = require( '@stdlib/utils/try-require' );
@@ -51,8 +51,8 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	mu = new Float64Array( len );
 	c = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		mu[ i ] = ( randu() * 100.0 ) - 50.0;
-		c[ i ] = ( randu() * 20.0 ) + EPS;
+		mu[ i ] = uniform( -50.0, 100.0 );
+		c[ i ] = uniform( EPS, 20.0 );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js
index 57be2183b607..505c5119e674 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/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;
@@ -31,18 +32,26 @@ var pdf = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var len;
 	var mu;
 	var s;
 	var x;
 	var y;
 	var i;
 
+	len = 100;
+	mu = new Float64Array( len );
+	s = new Float64Array( len );
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		mu[ i ] = uniform( -10.0, 20.0 );
+		x[ i ] = uniform( mu[i], 40.0 );
+		s[ i ] = uniform( EPS, 5.0 );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		mu = ( randu()*20.0 ) - 10.0;
-		x = ( randu()*40.0 ) + mu;
-		s = ( randu()*5.0 ) + EPS;
-		y = pdf( x, mu, s );
+		y = pdf( x[ i % len], mu[ i% len ], s[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
@@ -57,6 +66,7 @@ bench( pkg, function benchmark( b ) {
 
 bench( pkg+':factory', function benchmark( b ) {
 	var mypdf;
+	var len;
 	var mu;
 	var s;
 	var x;
@@ -65,12 +75,16 @@ bench( pkg+':factory', function benchmark( b ) {
 
 	mu = 10.0;
 	s = 4.0;
+	len = 100;
 	mypdf = pdf.factory( mu, s );
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, 50.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = randu() * 50.0;
-		y = mypdf( x );
+		y = mypdf( x[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.js
index aeb67456b7a7..b23e8bae2141 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/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;
@@ -31,18 +32,26 @@ var quantile = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var len;
 	var mu;
 	var c;
 	var p;
 	var y;
 	var i;
 
+	len = 100;
+	mu = new Float64Array( len );
+	c = new Float64Array( len );
+	p = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		mu[ i ] = uniform( -10.0, 20.0 );
+		c[ i ] = uniform( EPS, 5.0 );
+		p[ i ] = uniform( 0.0, 1.0 );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		p = randu();
-		mu = ( randu()*20.0 ) - 10.0;
-		c = ( randu()*5.0 ) + EPS;
-		y = quantile( p, mu, c );
+		y = quantile( p[ i %len ], mu[ i %len ], c[ i %len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
@@ -57,20 +66,26 @@ bench( pkg, function benchmark( b ) {
 
 bench( pkg+':factory', function benchmark( b ) {
 	var myquantile;
+	var len;
 	var mu;
 	var c;
 	var p;
 	var y;
 	var i;
 
+	len = 100;
+	p = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		p[ i ] = uniform( 0.0, 1.0 );
+	}
+
 	mu = 10.0;
 	c = 4.0;
 	myquantile = quantile.factory( mu, c );
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		p = randu();
-		y = myquantile( p );
+		y = myquantile( p[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.js
index 1b9d8278fa8f..ee7fb4a39f1a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.js
@@ -21,7 +21,7 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/base/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var Float64Array = require( '@stdlib/array/float64' );
 var EPS = require( '@stdlib/constants/float64/eps' );
@@ -42,8 +42,8 @@ bench( pkg, function benchmark( b ) {
 	mu = new Float64Array( len );
 	c = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		mu[ i ] = ( randu() * 100.0 ) - 50.0;
-		c[ i ] = ( randu() * 20.0 ) + EPS;
+		mu[ i ] = uniform( -50.0, 100.0 );
+		c[ i ] = uniform( EPS, 20.0 );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.native.js
index a1735043bad1..027f6f102803 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/benchmark/benchmark.native.js
@@ -23,7 +23,7 @@
 var resolve = require( 'path' ).resolve;
 var bench = require( '@stdlib/bench' );
 var Float64Array = require( '@stdlib/array/float64' );
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/base/uniform' );
 var EPS = require( '@stdlib/constants/float64/eps' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var tryRequire = require( '@stdlib/utils/try-require' );
@@ -51,8 +51,8 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	mu = new Float64Array( len );
 	c = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		mu[ i ] = ( randu() * 100.0 ) - 50.0;
-		c[ i ] = ( randu() * 20.0 ) + EPS;
+		mu[ i ] = uniform( -50.0, 100.0 );
+		c[ i ] = uniform( EPS, 20.0 );
 	}
 
 	b.tic();

From e1872b6e668dbb41fb3eda7fd8ae05add149cf73 Mon Sep 17 00:00:00 2001
From: Yaswanth Kosuru <yaswanthkosuru999@gmail.com>
Date: Mon, 10 Feb 2025 08:17:21 +0000
Subject: [PATCH 3/5] fixup! fixup! bench: refactor random number generation in
 JS benchmarks for stats/base/dists/levy

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: na
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: passed
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: na
  - task: lint_c_examples
    status: na
  - task: lint_c_benchmarks
    status: na
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: na
  - task: run_c_benchmarks
    status: na
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: passed
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: na
  - task: run_c_benchmarks
    status: na
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: na
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---
---
 .../stats/base/dists/levy/logcdf/benchmark/benchmark.js   | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js
index 0c02b7228acb..310f92ce7ac3 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js
@@ -44,14 +44,14 @@ bench( pkg, function benchmark( b ) {
 	scale = new Float64Array( len );
 	x = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		x[ i ] = uniform( EPS, 100.0 );
 		mu[ i ] = uniform( -50.0, 100.0 );
+		x[ i ] = uniform( mu[i], 100.0 );
 		scale[ i ] = uniform( EPS, 20.0 );
 	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		y = logcdf( x, mu, scale );
+		y = logcdf( x[ i % len ], mu[i%len], scale[i%len] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
@@ -74,10 +74,10 @@ bench( pkg+':factory', function benchmark( b ) {
 	var i;
 
 	mu = 0.0;
-	scale = 1.5;
 	len = 100;
-	x = new Float64Array( len );
+	scale = 1.5;
 	mylogcdf = logcdf.factory( mu, scale );
+	x = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
 		x[ i ] = uniform( 0.0, 4.0 );
 	}

From 059846ea359150cd322b9f4cf30fcf7476efcaae Mon Sep 17 00:00:00 2001
From: Yaswanth Kosuru <yaswanthkosuru999@gmail.com>
Date: Mon, 10 Feb 2025 09:49:58 +0000
Subject: [PATCH 4/5] fixup! fixup! fixup! bench: refactor random number
 generation in JS benchmarks for stats/base/dists/levy

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  - task: lint_javascript_cli
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  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
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  - task: lint_python
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---
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description: Results of running various checks prior to pushing changes.
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    status: na
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---
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description: Results of running various checks prior to pushing changes.
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---
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description: Results of running various checks prior to pushing changes.
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    status: na
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    status: passed
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    status: na
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    status: na
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    status: na
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    status: na
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---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
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    status: na
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    status: na
  - task: run_cpp_examples
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    status: na
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    status: na
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    status: passed
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    status: na
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    status: na
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    status: na
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    status: na
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---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
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    status: na
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    status: na
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: na
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---
---
 .../@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js  | 4 ++--
 .../stats/base/dists/levy/logcdf/benchmark/benchmark.js       | 2 +-
 .../@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js  | 2 +-
 .../stats/base/dists/levy/quantile/benchmark/benchmark.js     | 2 +-
 4 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js
index 045863b747f1..9e3c98abeed3 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js
@@ -45,7 +45,7 @@ bench( pkg, function benchmark( b ) {
 	x = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
 		mu[ i ] = uniform( -50.0, 100.0 );
-		x[ i ] = uniform( mu[i], 100.0 );
+		x[ i ] = uniform( mu[ i ], 100.0 );
 		scale[ i ] = uniform( EPS, 20.0 );
 	}
 
@@ -79,7 +79,7 @@ bench( pkg+':factory', function benchmark( b ) {
 	len=100;
 	x = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		x[ i ] = uniform( 0, 4.0 );
+		x[ i ] = uniform( 0.0, 4.0 );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js
index 310f92ce7ac3..1a7c7591adda 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/logcdf/benchmark/benchmark.js
@@ -51,7 +51,7 @@ bench( pkg, function benchmark( b ) {
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		y = logcdf( x[ i % len ], mu[i%len], scale[i%len] );
+		y = logcdf( x[ i % len ], mu[ i % len ], scale[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js
index 505c5119e674..6dc433554418 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/benchmark/benchmark.js
@@ -51,7 +51,7 @@ bench( pkg, function benchmark( b ) {
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		y = pdf( x[ i % len], mu[ i% len ], s[ i % len ] );
+		y = pdf( x[ i % len ], mu[ i % len ], s[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.js
index b23e8bae2141..1592f410364c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/benchmark/benchmark.js
@@ -51,7 +51,7 @@ bench( pkg, function benchmark( b ) {
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		y = quantile( p[ i %len ], mu[ i %len ], c[ i %len ] );
+		y = quantile( p[ i % len ], mu[ i % len ], c[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}

From e70540170d573d438ab76cb2da894edca5c8912a Mon Sep 17 00:00:00 2001
From: Yaswanth Kosuru <yaswanthkosuru999@gmail.com>
Date: Mon, 10 Feb 2025 10:04:35 +0000
Subject: [PATCH 5/5] fixup! fixup! fixup! fixup! bench: refactor random number
 generation in JS benchmarks for stats/base/dists/levy

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: na
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
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  - task: lint_python
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  - task: lint_r
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  - task: lint_c_src
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    status: na
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    status: na
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    status: passed
---

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description: Results of running various checks prior to pushing changes.
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    status: na
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    status: na
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    status: passed
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---
---
 .../@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js    | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js
index 9e3c98abeed3..84b34117a4e2 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/cdf/benchmark/benchmark.js
@@ -51,7 +51,7 @@ bench( pkg, function benchmark( b ) {
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		y = cdf( x[ i % len ], mu[ i% len], scale[ i % len] );
+		y = cdf( x[ i % len ], mu[ i % len], scale[ i % len] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}