From ae5c2bbc4002e8cf563f18503cf379482acc3133 Mon Sep 17 00:00:00 2001
From: G4URAV001 <gaurav70380@gmail.com>
Date: Thu, 13 Feb 2025 14:37:01 +0000
Subject: [PATCH 1/3] bench(stats/base/dists/triangular): refactor random
 number generation in JS benchmarks

---
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: 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
---
---
 .../triangular/cdf/benchmark/benchmark.js     |  31 +++-
 .../triangular/ctor/benchmark/benchmark.js    | 157 ++++++++++++++----
 .../triangular/entropy/benchmark/benchmark.js |   8 +-
 .../entropy/benchmark/benchmark.native.js     |   8 +-
 .../kurtosis/benchmark/benchmark.js           |   8 +-
 .../kurtosis/benchmark/benchmark.native.js    |   8 +-
 .../triangular/logcdf/benchmark/benchmark.js  |  31 +++-
 .../triangular/logpdf/benchmark/benchmark.js  |  19 ++-
 .../logpdf/benchmark/benchmark.native.js      |  10 +-
 .../triangular/mean/benchmark/benchmark.js    |   8 +-
 .../mean/benchmark/benchmark.native.js        |   8 +-
 .../triangular/median/benchmark/benchmark.js  |   8 +-
 .../median/benchmark/benchmark.native.js      |   8 +-
 .../triangular/mgf/benchmark/benchmark.js     |  19 ++-
 .../mgf/benchmark/benchmark.native.js         |  10 +-
 .../triangular/mode/benchmark/benchmark.js    |   8 +-
 .../mode/benchmark/benchmark.native.js        |   8 +-
 .../triangular/pdf/benchmark/benchmark.js     |  19 ++-
 .../pdf/benchmark/benchmark.native.js         |  10 +-
 .../quantile/benchmark/benchmark.js           |  32 +++-
 .../skewness/benchmark/benchmark.js           |   9 +-
 .../skewness/benchmark/benchmark.native.js    |   8 +-
 .../triangular/stdev/benchmark/benchmark.js   |   8 +-
 .../stdev/benchmark/benchmark.native.js       |   8 +-
 .../variance/benchmark/benchmark.js           |   8 +-
 .../variance/benchmark/benchmark.native.js    |   8 +-
 26 files changed, 311 insertions(+), 156 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/cdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/cdf/benchmark/benchmark.js
index 456b5c86381a..239d15ab63c0 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/cdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/cdf/benchmark/benchmark.js
@@ -21,7 +21,8 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/base/uniform' );
+var Float64Array = require( '@stdlib/array/float64' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var EPS = require( '@stdlib/constants/float64/eps' );
 var pkg = require( './../package.json' ).name;
@@ -34,17 +35,26 @@ bench( pkg, function benchmark( b ) {
 	var mode;
 	var min;
 	var max;
+	var len;
 	var x;
 	var y;
 	var i;
 
+	len = 100;
+	x = new Float64Array( len );
+	min = new Float64Array( len );
+	max = new Float64Array( len );
+	mode = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, 30.0 );
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 40.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = randu() * 30.0;
-		min = randu() * 10.0;
-		max = min + ( randu() * 40.0 ) + EPS;
-		mode = min + ( ( max - min ) * randu() );
-		y = cdf( x, min, max, mode );
+		y = cdf( x[ i%len ], min[ i%len ], max[ i%len ], mode[ i%len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
@@ -62,6 +72,7 @@ bench( pkg+':factory', function benchmark( b ) {
 	var mode;
 	var min;
 	var max;
+	var len;
 	var x;
 	var y;
 	var i;
@@ -70,11 +81,15 @@ bench( pkg+':factory', function benchmark( b ) {
 	max = 1.5;
 	mode = 0.5;
 	mycdf = cdf.factory( min, max, mode );
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( -2.0, 0.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = ( randu()*2.0 ) - 2.0;
-		y = mycdf( x );
+		y = mycdf( x[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/ctor/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/ctor/benchmark/benchmark.js
index 41098d79b7b7..3bbfa866de44 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/ctor/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/ctor/benchmark/benchmark.js
@@ -21,7 +21,8 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/base/uniform' );
+var Float64Array = require( '@stdlib/array/float64' );
 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 Triangular = require( './../lib' );
 
 bench( pkg+'::instantiation', function benchmark( bm ) {
 	var dist;
+	var len;
 	var a;
 	var b;
 	var c;
 	var i;
 
+	len = 100;
+	a = new Float64Array( len );
+	b = new Float64Array( len );
+	c = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		a[ i ] = uniform( EPS, 10.0 );
+		b[ i ] = uniform( a[ i ] + EPS, a[ i ] + 10.0 );
+		c[ i ] = uniform( a[ i ], b[ i ] );
+	}
+
 	bm.tic();
 	for ( i = 0; i < bm.iterations; i++ ) {
-		a = ( randu() * 10.0 ) + EPS;
-		b = ( randu() * 10.0 ) + a + EPS;
-		c = ( randu() * ( b-a ) ) + a;
-		dist = new Triangular( a, b, c );
+		dist = new Triangular( a[ i % len ], b[ i % len ], c[ i % len ] );
 		if ( !( dist instanceof Triangular ) ) {
 			bm.fail( 'should return a distribution instance' );
 		}
@@ -85,6 +94,7 @@ bench( pkg+'::get:a', function benchmark( bm ) {
 
 bench( pkg+'::set:a', function benchmark( bm ) {
 	var dist;
+	var len;
 	var a;
 	var b;
 	var c;
@@ -95,17 +105,21 @@ bench( pkg+'::set:a', function benchmark( bm ) {
 	b = 120.0;
 	c = 110.0;
 	dist = new Triangular( a, b, c );
+	len = 100;
+	y = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		y[ i ] = uniform( EPS, 100.0 );
+	}
 
 	bm.tic();
 	for ( i = 0; i < bm.iterations; i++ ) {
-		y = ( 100.0*randu() ) + EPS;
-		dist.a = y;
-		if ( dist.a !== y ) {
+		dist.a = y[ i % len ];
+		if ( dist.a !== y[ i % len ] ) {
 			bm.fail( 'should return set value' );
 		}
 	}
 	bm.toc();
-	if ( isnan( y ) ) {
+	if ( isnan( y[ i % len ] ) ) {
 		bm.fail( 'should not return NaN' );
 	}
 	bm.pass( 'benchmark finished' );
@@ -142,6 +156,7 @@ bench( pkg+'::get:b', function benchmark( bm ) {
 
 bench( pkg+'::set:b', function benchmark( bm ) {
 	var dist;
+	var len;
 	var a;
 	var b;
 	var c;
@@ -152,17 +167,21 @@ bench( pkg+'::set:b', function benchmark( bm ) {
 	b = 40.0;
 	c = 30.0;
 	dist = new Triangular( a, b, c );
+	len = 100;
+	y = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		y[ i ] = uniform( c + EPS, c + 100.0);
+	}
 
 	bm.tic();
 	for ( i = 0; i < bm.iterations; i++ ) {
-		y = ( 100.0*randu() ) + c + EPS;
-		dist.b = y;
-		if ( dist.b !== y ) {
+		dist.b = y[ i % len ];
+		if ( dist.b !== y[ i % len ] ) {
 			bm.fail( 'should return set value' );
 		}
 	}
 	bm.toc();
-	if ( isnan( y ) ) {
+	if ( isnan( y[ i % len ] ) ) {
 		bm.fail( 'should not return NaN' );
 	}
 	bm.pass( 'benchmark finished' );
@@ -199,6 +218,7 @@ bench( pkg+'::get:c', function benchmark( bm ) {
 
 bench( pkg+'::set:c', function benchmark( bm ) {
 	var dist;
+	var len;
 	var a;
 	var b;
 	var c;
@@ -209,17 +229,21 @@ bench( pkg+'::set:c', function benchmark( bm ) {
 	b = 40.0;
 	c = 30.0;
 	dist = new Triangular( a, b, c );
+	len = 100;
+	y = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		y[ i ] = uniform( a, b );
+	}
 
 	bm.tic();
 	for ( i = 0; i < bm.iterations; i++ ) {
-		y = ( randu() * ( b-a ) ) + a;
-		dist.c = y;
-		if ( dist.c !== y ) {
+		dist.c = y[ i % len ];
+		if ( dist.c !== y[ i % len ] ) {
 			bm.fail( 'should return set value' );
 		}
 	}
 	bm.toc();
-	if ( isnan( y ) ) {
+	if ( isnan( y[ i % len ] ) ) {
 		bm.fail( 'should not return NaN' );
 	}
 	bm.pass( 'benchmark finished' );
@@ -228,20 +252,27 @@ bench( pkg+'::set:c', function benchmark( bm ) {
 
 bench( pkg+':entropy', function benchmark( bm ) {
 	var dist;
+	var len;
 	var a;
 	var b;
 	var c;
 	var y;
+	var x;
 	var i;
 
 	a = 20.0;
 	b = 140.0;
 	c = 100.0;
 	dist = new Triangular( a, b, c );
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, c );
+	}
 
 	bm.tic();
 	for ( i = 0; i < bm.iterations; i++ ) {
-		dist.a = randu() * c;
+		dist.a = x[ i % len ];
 		y = dist.entropy;
 		if ( isnan( y ) ) {
 			bm.fail( 'should not return NaN' );
@@ -257,20 +288,27 @@ bench( pkg+':entropy', function benchmark( bm ) {
 
 bench( pkg+':kurtosis', function benchmark( bm ) {
 	var dist;
+	var len;
 	var a;
 	var b;
 	var c;
 	var y;
+	var x;
 	var i;
 
 	a = 20.0;
 	b = 140.0;
 	c = 120.0;
 	dist = new Triangular( a, b, c );
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, c );
+	}
 
 	bm.tic();
 	for ( i = 0; i < bm.iterations; i++ ) {
-		dist.a = randu() * c;
+		dist.a = x[ i % len ];
 		y = dist.kurtosis;
 		if ( isnan( y ) ) {
 			bm.fail( 'should not return NaN' );
@@ -286,6 +324,8 @@ bench( pkg+':kurtosis', function benchmark( bm ) {
 
 bench( pkg+':mean', function benchmark( bm ) {
 	var dist;
+	var len;
+	var x;
 	var a;
 	var b;
 	var c;
@@ -296,10 +336,15 @@ bench( pkg+':mean', function benchmark( bm ) {
 	b = 140.0;
 	c = 110.0;
 	dist = new Triangular( a, b, c );
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, c );
+	}
 
 	bm.tic();
 	for ( i = 0; i < bm.iterations; i++ ) {
-		dist.a = randu() * c;
+		dist.a = x[ i % len ];
 		y = dist.mean;
 		if ( isnan( y ) ) {
 			bm.fail( 'should not return NaN' );
@@ -315,6 +360,8 @@ bench( pkg+':mean', function benchmark( bm ) {
 
 bench( pkg+':median', function benchmark( bm ) {
 	var dist;
+	var len;
+	var x;
 	var a;
 	var b;
 	var c;
@@ -325,10 +372,15 @@ bench( pkg+':median', function benchmark( bm ) {
 	b = 140.0;
 	c = 110.0;
 	dist = new Triangular( a, b, c );
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, c );
+	}
 
 	bm.tic();
 	for ( i = 0; i < bm.iterations; i++ ) {
-		dist.a = randu() * c;
+		dist.a = x[ i % len ];
 		y = dist.median;
 		if ( isnan( y ) ) {
 			bm.fail( 'should not return NaN' );
@@ -344,6 +396,8 @@ bench( pkg+':median', function benchmark( bm ) {
 
 bench( pkg+':skewness', function benchmark( bm ) {
 	var dist;
+	var len;
+	var x;
 	var a;
 	var b;
 	var c;
@@ -354,10 +408,15 @@ bench( pkg+':skewness', function benchmark( bm ) {
 	b = 140.0;
 	c = 110.0;
 	dist = new Triangular( a, b, c );
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, c );
+	}
 
 	bm.tic();
 	for ( i = 0; i < bm.iterations; i++ ) {
-		dist.a = randu() * c;
+		dist.a = x[ i % len ];
 		y = dist.skewness;
 		if ( isnan( y ) ) {
 			bm.fail( 'should not return NaN' );
@@ -373,6 +432,8 @@ bench( pkg+':skewness', function benchmark( bm ) {
 
 bench( pkg+':stdev', function benchmark( bm ) {
 	var dist;
+	var len;
+	var x;
 	var a;
 	var b;
 	var c;
@@ -383,10 +444,15 @@ bench( pkg+':stdev', function benchmark( bm ) {
 	b = 140.0;
 	c = 80.0;
 	dist = new Triangular( a, b, c );
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, c );
+	}
 
 	bm.tic();
 	for ( i = 0; i < bm.iterations; i++ ) {
-		dist.a = randu() * c;
+		dist.a = x[ i % len ];
 		y = dist.stdev;
 		if ( isnan( y ) ) {
 			bm.fail( 'should not return NaN' );
@@ -402,6 +468,8 @@ bench( pkg+':stdev', function benchmark( bm ) {
 
 bench( pkg+':variance', function benchmark( bm ) {
 	var dist;
+	var len;
+	var x;
 	var a;
 	var b;
 	var c;
@@ -412,10 +480,15 @@ bench( pkg+':variance', function benchmark( bm ) {
 	b = 140.0;
 	c = 80.0;
 	dist = new Triangular( a, b, c );
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, c );
+	}
 
 	bm.tic();
 	for ( i = 0; i < bm.iterations; i++ ) {
-		dist.a = randu() * c;
+		dist.a = x[ i % len ];
 		y = dist.variance;
 		if ( isnan( y ) ) {
 			bm.fail( 'should not return NaN' );
@@ -431,6 +504,7 @@ bench( pkg+':variance', function benchmark( bm ) {
 
 bench( pkg+':cdf', function benchmark( bm ) {
 	var dist;
+	var len;
 	var a;
 	var b;
 	var c;
@@ -442,11 +516,15 @@ bench( pkg+':cdf', function benchmark( bm ) {
 	b = 40.0;
 	c = 30.0;
 	dist = new Triangular( a, b, c );
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, 60.0 );
+	}
 
 	bm.tic();
 	for ( i = 0; i < bm.iterations; i++ ) {
-		x = randu() * 60.0;
-		y = dist.cdf( x );
+		y = dist.cdf( x[ i % len ] );
 		if ( isnan( y ) ) {
 			bm.fail( 'should not return NaN' );
 		}
@@ -461,6 +539,7 @@ bench( pkg+':cdf', function benchmark( bm ) {
 
 bench( pkg+':mgf', function benchmark( bm ) {
 	var dist;
+	var len;
 	var a;
 	var b;
 	var c;
@@ -472,11 +551,15 @@ bench( pkg+':mgf', function benchmark( bm ) {
 	b = 40.0;
 	c = 30.0;
 	dist = new Triangular( a, b, c );
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, 1.0 );
+	}
 
 	bm.tic();
 	for ( i = 0; i < bm.iterations; i++ ) {
-		x = randu();
-		y = dist.mgf( x );
+		y = dist.mgf( x[ i % len ] );
 		if ( isnan( y ) ) {
 			bm.fail( 'should not return NaN' );
 		}
@@ -491,6 +574,7 @@ bench( pkg+':mgf', function benchmark( bm ) {
 
 bench( pkg+':pdf', function benchmark( bm ) {
 	var dist;
+	var len;
 	var a;
 	var b;
 	var c;
@@ -502,11 +586,15 @@ bench( pkg+':pdf', function benchmark( bm ) {
 	b = 40.0;
 	c = 30;
 	dist = new Triangular( a, b, c );
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, 60.0 );
+	}
 
 	bm.tic();
 	for ( i = 0; i < bm.iterations; i++ ) {
-		x = randu() * 60.0;
-		y = dist.pdf( x );
+		y = dist.pdf( x[ i % len ] );
 		if ( isnan( y ) ) {
 			bm.fail( 'should not return NaN' );
 		}
@@ -521,6 +609,7 @@ bench( pkg+':pdf', function benchmark( bm ) {
 
 bench( pkg+':quantile', function benchmark( bm ) {
 	var dist;
+	var len;
 	var a;
 	var b;
 	var c;
@@ -532,11 +621,15 @@ bench( pkg+':quantile', function benchmark( bm ) {
 	b = 40.0;
 	c = 30.0;
 	dist = new Triangular( a, b, c );
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, 1.0 );
+	}
 
 	bm.tic();
 	for ( i = 0; i < bm.iterations; i++ ) {
-		x = randu();
-		y = dist.quantile( x );
+		y = dist.quantile( x[ i % len ] );
 		if ( isnan( y ) ) {
 			bm.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/entropy/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/entropy/benchmark/benchmark.js
index 6fecfe125ded..03246ddc7d06 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/entropy/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/entropy/benchmark/benchmark.js
@@ -22,7 +22,7 @@
 
 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 pkg = require( './../package.json' ).name;
@@ -44,9 +44,9 @@ bench( pkg, function benchmark( b ) {
 	max = new Float64Array( len );
 	mode = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		min[ i ] = ( randu()*10.0 );
-		max[ i ] = ( randu()*10.0 ) + min[ i ] + EPS;
-		mode[ i ] = ( ( max[ i ] - min[ i ] ) * randu() ) + min[ i ];
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 10.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/entropy/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/entropy/benchmark/benchmark.native.js
index 8260f4e7be0f..b5b2940b9b9d 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/entropy/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/entropy/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' );
@@ -53,9 +53,9 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	max = new Float64Array( len );
 	mode = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		min[ i ] = ( randu()*10.0 );
-		max[ i ] = ( randu()*10.0 ) + min[ i ] + EPS;
-		mode[ i ] = ( ( max[ i ] - min[ i ] ) * randu() ) + min[ i ];
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 10.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/kurtosis/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/kurtosis/benchmark/benchmark.js
index fc50ed087662..4bf018b24785 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/kurtosis/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/kurtosis/benchmark/benchmark.js
@@ -22,7 +22,7 @@
 
 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 pkg = require( './../package.json' ).name;
@@ -44,9 +44,9 @@ bench( pkg, function benchmark( b ) {
 	max = new Float64Array( len );
 	mode = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		min[ i ] = ( randu()*10.0 );
-		max[ i ] = ( randu()*10.0 ) + min[ i ] + EPS;
-		mode[ i ] = ( ( max[ i ] - min[ i ] ) * randu() ) + min[ i ];
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 10.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/kurtosis/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/kurtosis/benchmark/benchmark.native.js
index ad4a5ec1df15..e2de8f4c4cdb 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/kurtosis/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/kurtosis/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' );
@@ -53,9 +53,9 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	max = new Float64Array( len );
 	mode = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		min[ i ] = ( randu()*10.0 );
-		max[ i ] = ( randu()*10.0 ) + min[ i ] + EPS;
-		mode[ i ] = ( ( max[ i ] - min[ i ] ) * randu() ) + min[ i ];
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 10.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/logcdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/logcdf/benchmark/benchmark.js
index caade3f3d97d..89fd926ef2e7 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/logcdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/logcdf/benchmark/benchmark.js
@@ -21,7 +21,8 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/base/uniform' );
+var Float64Array = require( '@stdlib/array/float64' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var EPS = require( '@stdlib/constants/float64/eps' );
 var pkg = require( './../package.json' ).name;
@@ -34,17 +35,26 @@ bench( pkg, function benchmark( b ) {
 	var mode;
 	var min;
 	var max;
+	var len;
 	var x;
 	var y;
 	var i;
 
+	len = 100;
+	x = new Float64Array( len );
+	min = new Float64Array( len );
+	max = new Float64Array( len );
+	mode = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 0.0, 30.0 );
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 40.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = randu() * 30.0;
-		min = randu() * 10.0;
-		max = min + ( randu() * 40.0 ) + EPS;
-		mode = min + ( ( max - min ) * randu() );
-		y = logcdf( x, min, max, mode );
+		y = logcdf( x[ i%len ], min[ i%len ], max[ i%len ], mode[ i%len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
@@ -62,6 +72,7 @@ bench( pkg+':factory', function benchmark( b ) {
 	var mode;
 	var min;
 	var max;
+	var len;
 	var x;
 	var y;
 	var i;
@@ -70,11 +81,15 @@ bench( pkg+':factory', function benchmark( b ) {
 	max = 1.5;
 	mode = 0.5;
 	mylogcdf = logcdf.factory( min, max, mode );
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( -2.0, 0.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = ( randu()*2.0 ) - 2.0;
-		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/triangular/logpdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/logpdf/benchmark/benchmark.js
index b7584d0ab496..988f4c759f1e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/logpdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/logpdf/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' );
@@ -47,10 +47,10 @@ bench( pkg, function benchmark( b ) {
 	mode = new Float64Array( len );
 
 	for ( i = 0; i < len; i++ ) {
-		x[ i ] = randu() * 30.0;
-		min[ i ] = randu() * 10.0;
-		max[ i ] = min[ i ] + ( randu() * 40.0 ) + EPS;
-		mode[ i ] = min[ i ] + ( ( max[ i ] - min[ i ] ) * randu() );
+		x[ i ] = uniform( 0.0, 30.0 );
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 40.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();
@@ -73,6 +73,7 @@ bench( pkg+':factory', function benchmark( b ) {
 	var mode;
 	var min;
 	var max;
+	var len;
 	var x;
 	var y;
 	var i;
@@ -81,11 +82,15 @@ bench( pkg+':factory', function benchmark( b ) {
 	max = 1.5;
 	mode = 0.5;
 	mylogpdf = logpdf.factory( min, max, mode );
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( -2.0, 0.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = ( randu()*2.0 ) - 2.0;
-		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/triangular/logpdf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/logpdf/benchmark/benchmark.native.js
index 92de1db930bf..75dce3fe4c0f 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/logpdf/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/logpdf/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 tryRequire = require( '@stdlib/utils/try-require' );
 var EPS = require( '@stdlib/constants/float64/eps' );
@@ -56,10 +56,10 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	mode = new Float64Array( len );
 
 	for ( i = 0; i < len; i++ ) {
-		x[ i ] = randu() * 30.0;
-		min[ i ] = randu() * 10.0;
-		max[ i ] = min[ i ] + ( randu() * 40.0 ) + EPS;
-		mode[ i ] = min[ i ] + ( ( max[ i ] - min[ i ] ) * randu() );
+		x[ i ] = uniform( 0.0, 30.0 );
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 40.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/mean/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/mean/benchmark/benchmark.js
index 045b587b197a..4d2cc14cc195 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/mean/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/mean/benchmark/benchmark.js
@@ -22,7 +22,7 @@
 
 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 pkg = require( './../package.json' ).name;
 var mean = require( './../lib' );
@@ -43,9 +43,9 @@ bench( pkg, function benchmark( b ) {
 	bnd = new Float64Array( len );
 	c = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		a[ i ] = randu() * 20.0;
-		bnd[ i ] = ( randu() * 20.0 ) + a[ i ];
-		c[ i ] = ( randu() * ( bnd[i] - a[i] ) ) + a[i];
+		a[ i ] = uniform( 0.0, 20.0 );
+		bnd[ i ] = uniform( a[ i ], a[ i ] + 20.0 );
+		c[ i ] = uniform( a[ i ], bnd[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/mean/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/mean/benchmark/benchmark.native.js
index 6b6f9fb39663..5423e05f87e8 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/mean/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/mean/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 tryRequire = require( '@stdlib/utils/try-require' );
 var pkg = require( './../package.json' ).name;
@@ -52,9 +52,9 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	bnd = new Float64Array( len );
 	c = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		a[ i ] = ( randu() * 20.0 );
-		bnd[ i ] = ( randu() * 20.0 ) + a[ i ];
-		c[ i ] = ( randu() * ( bnd[i] - a[i] ) ) + a[i];
+		a[ i ] = uniform( 0.0, 20.0 );
+		bnd[ i ] = uniform( a[ i ], a[ i ] + 20.0 );
+		c[ i ] = uniform( a[ i ], bnd[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/median/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/median/benchmark/benchmark.js
index 95f5edcf3813..7f3fcb72c5c3 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/median/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/median/benchmark/benchmark.js
@@ -22,7 +22,7 @@
 
 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 pkg = require( './../package.json' ).name;
@@ -44,9 +44,9 @@ bench( pkg, function benchmark( b ) {
 	max = new Float64Array( len );
 	mode = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		min[ i ] = ( randu()*10.0 );
-		max[ i ] = ( randu()*10.0 ) + min[ i ] + EPS;
-		mode[ i ] = ( ( max[ i ] - min[ i ] ) * randu() ) + min[ i ];
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 10.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/median/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/median/benchmark/benchmark.native.js
index ad4a5ec1df15..e2de8f4c4cdb 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/median/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/median/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' );
@@ -53,9 +53,9 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	max = new Float64Array( len );
 	mode = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		min[ i ] = ( randu()*10.0 );
-		max[ i ] = ( randu()*10.0 ) + min[ i ] + EPS;
-		mode[ i ] = ( ( max[ i ] - min[ i ] ) * randu() ) + min[ i ];
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 10.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/mgf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/mgf/benchmark/benchmark.js
index e14334a122ef..a949da28b799 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/mgf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/mgf/benchmark/benchmark.js
@@ -22,7 +22,7 @@
 
 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 pkg = require( './../package.json' ).name;
@@ -47,10 +47,10 @@ bench( pkg, function benchmark( b ) {
 	mode = new Float64Array( len );
 
 	for ( i = 0; i < len; i++ ) {
-		t[ i ] = randu() * 5.0;
-		min[ i ] = randu() * 10.0;
-		max[ i ] = min[ i ] + ( randu() * 40.0 ) + EPS;
-		mode[ i ] = min[ i ] + ( ( max[ i ] - min[ i ] ) * randu() );
+		t[ i ] = uniform( 0.0, 5.0);
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 40.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();
@@ -73,6 +73,7 @@ bench( pkg+':factory', function benchmark( b ) {
 	var mode;
 	var min;
 	var max;
+	var len;
 	var t;
 	var y;
 	var i;
@@ -81,11 +82,15 @@ bench( pkg+':factory', function benchmark( b ) {
 	max = 1.5;
 	mode = 0.5;
 	mymgf = mgf.factory( min, max, mode );
+	len = 100;
+	t = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		t[ i ] = uniform( 0.0, 5.0);
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		t = randu() * 5.0;
-		y = mymgf( t );
+		y = mymgf( t[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/mgf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/mgf/benchmark/benchmark.native.js
index a00907214e1d..8bb53c30119e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/mgf/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/mgf/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 tryRequire = require( '@stdlib/utils/try-require' );
 var EPS = require( '@stdlib/constants/float64/eps' );
@@ -56,10 +56,10 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	mode = new Float64Array( len );
 
 	for ( i = 0; i < len; i++ ) {
-		t[ i ] = randu() * 5.0;
-		min[ i ] = randu() * 10.0;
-		max[ i ] = min[ i ] + ( randu() * 40.0 ) + EPS;
-		mode[ i ] = min[ i ] + ( ( max[ i ] - min[ i ] ) * randu() );
+		t[ i ] = uniform( 0.0, 5.0);
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 40.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/mode/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/mode/benchmark/benchmark.js
index 21b5585e90d1..9c004f8d1104 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/mode/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/mode/benchmark/benchmark.js
@@ -22,7 +22,7 @@
 
 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 pkg = require( './../package.json' ).name;
 var mode = require( './../lib' );
@@ -43,9 +43,9 @@ bench( pkg, function benchmark( b ) {
 	bnd = new Float64Array( len );
 	c = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		a[ i ] = randu() * 20.0;
-		bnd[ i ] = ( randu() * 20.0 ) + a[ i ];
-		c[ i ] = ( randu() * ( bnd[i] - a[i] ) ) + a[i];
+		a[ i ] = uniform( 0.0, 20.0 );
+		bnd[ i ] = uniform( a[ i ], a[ i ] + 20.0 );
+		c[ i ] = uniform( a[ i ], bnd[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/mode/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/mode/benchmark/benchmark.native.js
index 66d669f8c681..179f8740c61a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/mode/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/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 tryRequire = require( '@stdlib/utils/try-require' );
 var pkg = require( './../package.json' ).name;
@@ -52,9 +52,9 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	bnd = new Float64Array( len );
 	c = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		a[ i ] = ( randu() * 20.0 ); // Lower bound
-		bnd[ i ] = ( randu() * 20.0 ) + a[ i ]; // Upper bound
-		c[ i ] = ( randu() * ( bnd[i] - a[i] ) ) + a[i]; // Mode
+		a[ i ] = uniform( 0.0, 20.0 ); // Lower bound
+		bnd[ i ] = uniform( a[ i ], a[ i ] + 20.0 ); // Upper bound
+		c[ i ] = uniform( a[ i ], bnd[ i ] ); // Mode
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/pdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/pdf/benchmark/benchmark.js
index 2009ea83885a..f33ca34351d8 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/pdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/pdf/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' );
@@ -47,10 +47,10 @@ bench( pkg, function benchmark( b ) {
 	mode = new Float64Array( len );
 
 	for ( i = 0; i < len; i++ ) {
-		x[ i ] = randu() * 30.0;
-		min[ i ] = randu() * 10.0;
-		max[ i ] = min[ i ] + ( randu() * 40.0 ) + EPS;
-		mode[ i ] = min[ i ] + ( ( max[ i ] - min[ i ] ) * randu() );
+		x[ i ] = uniform( 0.0, 30.0 );
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 40.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();
@@ -73,6 +73,7 @@ bench( pkg+':factory', function benchmark( b ) {
 	var mode;
 	var min;
 	var max;
+	var len;
 	var x;
 	var y;
 	var i;
@@ -81,11 +82,15 @@ bench( pkg+':factory', function benchmark( b ) {
 	max = 1.5;
 	mode = 0.5;
 	mypdf = pdf.factory( min, max, mode );
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( -2.0, 0.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = ( randu()*2.0 ) - 2.0;
-		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/triangular/pdf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/pdf/benchmark/benchmark.native.js
index 4020e9d53bf7..7c251098bfeb 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/pdf/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/pdf/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 tryRequire = require( '@stdlib/utils/try-require' );
 var EPS = require( '@stdlib/constants/float64/eps' );
@@ -56,10 +56,10 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	mode = new Float64Array( len );
 
 	for ( i = 0; i < len; i++ ) {
-		x[ i ] = randu() * 30.0;
-		min[ i ] = randu() * 10.0;
-		max[ i ] = min[ i ] + ( randu() * 40.0 ) + EPS;
-		mode[ i ] = min[ i ] + ( ( max[ i ] - min[ i ] ) * randu() );
+		x[ i ] = uniform( 0.0, 30.0 );
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 40.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/quantile/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/quantile/benchmark/benchmark.js
index 698bfd05fc91..fbae86377150 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/quantile/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/quantile/benchmark/benchmark.js
@@ -21,7 +21,8 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/base/uniform' );
+var Float64Array = require( '@stdlib/array/float64' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var EPS = require( '@stdlib/constants/float64/eps' );
 var pkg = require( './../package.json' ).name;
@@ -34,17 +35,27 @@ bench( pkg, function benchmark( b ) {
 	var mode;
 	var min;
 	var max;
+	var len;
 	var p;
 	var y;
 	var i;
 
+	len = 100;
+	p = new Float64Array( len );
+	min = new Float64Array( len );
+	max = new Float64Array( len );
+	mode = new Float64Array( len );
+
+	for ( i = 0; i < len; i++ ) {
+		p[ i ] = uniform( 0.0, 1.0 );
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 40.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		p = randu();
-		min = randu() * 10.0;
-		max = min + ( randu() * 40.0 ) + EPS;
-		mode = min + ( ( max - min ) * randu() );
-		y = quantile( p, min, max, mode );
+		y = quantile( p[ i%len ][ i%len ], max[ i%len ], mode[ i%len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
@@ -62,6 +73,7 @@ bench( pkg+':factory', function benchmark( b ) {
 	var mode;
 	var min;
 	var max;
+	var len;
 	var p;
 	var y;
 	var i;
@@ -70,11 +82,15 @@ bench( pkg+':factory', function benchmark( b ) {
 	max = 1.5;
 	mode = 0.5;
 	myquantile = quantile.factory( min, max, mode );
+	len = 100;
+	p = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		p[ i ] = uniform( 0.0, 1.0 );
+	}
 
 	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/triangular/skewness/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/skewness/benchmark/benchmark.js
index 67f389b0644f..cf94015b4967 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/skewness/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/skewness/benchmark/benchmark.js
@@ -22,7 +22,7 @@
 
 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 pkg = require( './../package.json' ).name;
@@ -43,10 +43,11 @@ bench( pkg, function benchmark( b ) {
 	min = new Float64Array( len );
 	max = new Float64Array( len );
 	mode = new Float64Array( len );
+
 	for ( i = 0; i < len; i++ ) {
-		min[ i ] = ( randu()*10.0 );
-		max[ i ] = ( randu()*10.0 ) + min[ i ] + EPS;
-		mode[ i ] = ( ( max[ i ] - min[ i ] ) * randu() ) + min[ i ];
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 10.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/skewness/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/skewness/benchmark/benchmark.native.js
index 5442da8fc712..3a06948cfb60 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/skewness/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/skewness/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' );
@@ -53,9 +53,9 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	max = new Float64Array( len );
 	mode = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		min[ i ] = ( randu()*10.0 );
-		max[ i ] = ( randu()*10.0 ) + min[ i ] + EPS;
-		mode[ i ] = ( ( max[ i ] - min[ i ] ) * randu() ) + min[ i ];
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 10.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/stdev/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/stdev/benchmark/benchmark.js
index 6ff669430883..35ecf6e60e2f 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/stdev/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/stdev/benchmark/benchmark.js
@@ -22,7 +22,7 @@
 
 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 pkg = require( './../package.json' ).name;
@@ -44,9 +44,9 @@ bench( pkg, function benchmark( b ) {
 	max = new Float64Array( len );
 	mode = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		min[ i ] = ( randu()*10.0 );
-		max[ i ] = ( randu()*10.0 ) + min[ i ] + EPS;
-		mode[ i ] = ( ( max[ i ] - min[ i ] ) * randu() ) + min[ i ];
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 10.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/stdev/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/stdev/benchmark/benchmark.native.js
index eece5edb2784..338a4c14e294 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/stdev/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/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' );
@@ -53,9 +53,9 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	max = new Float64Array( len );
 	mode = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		min[ i ] = ( randu()*10.0 );
-		max[ i ] = ( randu()*10.0 ) + min[ i ] + EPS;
-		mode[ i ] = ( ( max[ i ] - min[ i ] ) * randu() ) + min[ i ];
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 10.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/variance/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/variance/benchmark/benchmark.js
index dcebaa3ef732..29453f53a167 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/variance/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/variance/benchmark/benchmark.js
@@ -22,7 +22,7 @@
 
 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 pkg = require( './../package.json' ).name;
 var variance = require( './../lib' );
@@ -43,9 +43,9 @@ bench( pkg, function benchmark( b ) {
 	max = new Float64Array( len );
 	mode = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		min[ i ] = ( randu() * 10.0 );
-		max[ i ] = ( randu() * 10.0 ) + min[ i ];
-		mode[ i ] = min[ i ] + ( randu() * ( max[ i ] - min[ i ] ) );
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ], min[ i ] + 10.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/variance/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/variance/benchmark/benchmark.native.js
index 88ab58c393fc..e09dfe17160e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/variance/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/variance/benchmark/benchmark.native.js
@@ -22,7 +22,7 @@
 
 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 pkg = require( './../package.json' ).name;
 var variance = require( './../lib' );
@@ -43,9 +43,9 @@ bench( pkg+'::native', function benchmark( b ) {
 	max = new Float64Array( len );
 	mode = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		min[ i ] = ( randu() * 10.0 );
-		max[ i ] = ( randu() * 10.0 ) + min[ i ];
-		mode[ i ] = min[ i ] + ( randu() * ( max[ i ] - min[ i ] ) );
+		min[ i ] = uniform( 0.0, 10.0 );
+		max[ i ] = uniform( min[ i ], min[ i ] + 10.0 );
+		mode[ i ] = uniform( min[ i ], max[ i ] );
 	}
 
 	b.tic();

From 2d221a0de8d98be0c4bd57caeacae400f0dd6411 Mon Sep 17 00:00:00 2001
From: G4URAV001 <gaurav70380@gmail.com>
Date: Thu, 20 Feb 2025 09:29:45 +0000
Subject: [PATCH 2/3] fixup! Made the suggested changes

---
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
---
---
 .../base/dists/triangular/ctor/benchmark/benchmark.js     | 8 ++++----
 .../base/dists/triangular/mgf/benchmark/benchmark.js      | 4 ++--
 .../dists/triangular/mgf/benchmark/benchmark.native.js    | 3 +--
 .../base/dists/triangular/pdf/benchmark/benchmark.js      | 1 -
 .../dists/triangular/pdf/benchmark/benchmark.native.js    | 1 -
 .../base/dists/triangular/quantile/benchmark/benchmark.js | 3 +--
 6 files changed, 8 insertions(+), 12 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/ctor/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/ctor/benchmark/benchmark.js
index 3bbfa866de44..81ec800a3aae 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/ctor/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/ctor/benchmark/benchmark.js
@@ -119,7 +119,7 @@ bench( pkg+'::set:a', function benchmark( bm ) {
 		}
 	}
 	bm.toc();
-	if ( isnan( y[ i % len ] ) ) {
+	if ( isnan( dist.a ) ) {
 		bm.fail( 'should not return NaN' );
 	}
 	bm.pass( 'benchmark finished' );
@@ -170,7 +170,7 @@ bench( pkg+'::set:b', function benchmark( bm ) {
 	len = 100;
 	y = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		y[ i ] = uniform( c + EPS, c + 100.0);
+		y[ i ] = uniform( c + EPS, c + 100.0 );
 	}
 
 	bm.tic();
@@ -181,7 +181,7 @@ bench( pkg+'::set:b', function benchmark( bm ) {
 		}
 	}
 	bm.toc();
-	if ( isnan( y[ i % len ] ) ) {
+	if ( isnan( dist.b ) ) {
 		bm.fail( 'should not return NaN' );
 	}
 	bm.pass( 'benchmark finished' );
@@ -243,7 +243,7 @@ bench( pkg+'::set:c', function benchmark( bm ) {
 		}
 	}
 	bm.toc();
-	if ( isnan( y[ i % len ] ) ) {
+	if ( isnan( dist.c ) ) {
 		bm.fail( 'should not return NaN' );
 	}
 	bm.pass( 'benchmark finished' );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/mgf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/mgf/benchmark/benchmark.js
index a949da28b799..7d4390f5103e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/mgf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/mgf/benchmark/benchmark.js
@@ -47,7 +47,7 @@ bench( pkg, function benchmark( b ) {
 	mode = new Float64Array( len );
 
 	for ( i = 0; i < len; i++ ) {
-		t[ i ] = uniform( 0.0, 5.0);
+		t[ i ] = uniform( 0.0, 5.0 );
 		min[ i ] = uniform( 0.0, 10.0 );
 		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 40.0 );
 		mode[ i ] = uniform( min[ i ], max[ i ] );
@@ -85,7 +85,7 @@ bench( pkg+':factory', function benchmark( b ) {
 	len = 100;
 	t = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		t[ i ] = uniform( 0.0, 5.0);
+		t[ i ] = uniform( 0.0, 5.0 );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/mgf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/mgf/benchmark/benchmark.native.js
index 8bb53c30119e..1f6f3c03593f 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/mgf/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/mgf/benchmark/benchmark.native.js
@@ -54,9 +54,8 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	min = new Float64Array( len );
 	max = new Float64Array( len );
 	mode = new Float64Array( len );
-
 	for ( i = 0; i < len; i++ ) {
-		t[ i ] = uniform( 0.0, 5.0);
+		t[ i ] = uniform( 0.0, 5.0 );
 		min[ i ] = uniform( 0.0, 10.0 );
 		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 40.0 );
 		mode[ i ] = uniform( min[ i ], max[ i ] );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/pdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/pdf/benchmark/benchmark.js
index f33ca34351d8..805ffd74cc15 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/pdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/pdf/benchmark/benchmark.js
@@ -45,7 +45,6 @@ bench( pkg, function benchmark( b ) {
 	min = new Float64Array( len );
 	max = new Float64Array( len );
 	mode = new Float64Array( len );
-
 	for ( i = 0; i < len; i++ ) {
 		x[ i ] = uniform( 0.0, 30.0 );
 		min[ i ] = uniform( 0.0, 10.0 );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/pdf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/pdf/benchmark/benchmark.native.js
index 7c251098bfeb..c33fdd10e297 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/pdf/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/pdf/benchmark/benchmark.native.js
@@ -54,7 +54,6 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	min = new Float64Array( len );
 	max = new Float64Array( len );
 	mode = new Float64Array( len );
-
 	for ( i = 0; i < len; i++ ) {
 		x[ i ] = uniform( 0.0, 30.0 );
 		min[ i ] = uniform( 0.0, 10.0 );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/quantile/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/quantile/benchmark/benchmark.js
index fbae86377150..fb7434c11ca4 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/quantile/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/quantile/benchmark/benchmark.js
@@ -45,7 +45,6 @@ bench( pkg, function benchmark( b ) {
 	min = new Float64Array( len );
 	max = new Float64Array( len );
 	mode = new Float64Array( len );
-
 	for ( i = 0; i < len; i++ ) {
 		p[ i ] = uniform( 0.0, 1.0 );
 		min[ i ] = uniform( 0.0, 10.0 );
@@ -90,7 +89,7 @@ bench( pkg+':factory', function benchmark( b ) {
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		y = myquantile( p[ i % len] );
+		y = myquantile( p[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}

From dee8eca82a13080fe081cbd8a824265c38dbb649 Mon Sep 17 00:00:00 2001
From: G4URAV001 <gaurav70380@gmail.com>
Date: Fri, 21 Feb 2025 07:06:35 +0000
Subject: [PATCH 3/3] fixup! made the suggested change

---
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
---
---
 .../stats/base/dists/triangular/skewness/benchmark/benchmark.js  | 1 -
 1 file changed, 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/triangular/skewness/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/triangular/skewness/benchmark/benchmark.js
index cf94015b4967..fab3517c2611 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/triangular/skewness/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/triangular/skewness/benchmark/benchmark.js
@@ -43,7 +43,6 @@ bench( pkg, function benchmark( b ) {
 	min = new Float64Array( len );
 	max = new Float64Array( len );
 	mode = new Float64Array( len );
-
 	for ( i = 0; i < len; i++ ) {
 		min[ i ] = uniform( 0.0, 10.0 );
 		max[ i ] = uniform( min[ i ] + EPS, min[ i ] + 10.0 );