From 8f185b2eeafa27d731dc03825283e0dcf6afb4e9 Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Mon, 13 Apr 2026 01:11:47 -0400
Subject: [PATCH 1/3] bench: refactor to use string interpolation in
 `@stdlib/random`

---
 .../@stdlib/random/sample/benchmark/benchmark.js      | 11 ++++++-----
 .../@stdlib/random/shuffle/benchmark/benchmark.js     |  7 ++++---
 .../binary-factory/benchmark/benchmark.assign.js      |  3 ++-
 .../binary-factory/benchmark/benchmark.factory.js     |  3 ++-
 .../tools/binary-factory/benchmark/benchmark.js       |  3 ++-
 .../binary-factory/benchmark/benchmark.length.js      |  3 ++-
 .../random/tools/binary/benchmark/benchmark.assign.js |  3 ++-
 .../tools/binary/benchmark/benchmark.generate.js      |  3 ++-
 .../random/tools/binary/benchmark/benchmark.js        |  3 ++-
 .../tools/unary-factory/benchmark/benchmark.assign.js |  3 ++-
 .../unary-factory/benchmark/benchmark.factory.js      |  3 ++-
 .../random/tools/unary-factory/benchmark/benchmark.js |  3 ++-
 .../tools/unary-factory/benchmark/benchmark.length.js |  3 ++-
 .../random/tools/unary/benchmark/benchmark.assign.js  |  3 ++-
 .../tools/unary/benchmark/benchmark.generate.js       |  3 ++-
 .../@stdlib/random/tools/unary/benchmark/benchmark.js |  3 ++-
 16 files changed, 38 insertions(+), 22 deletions(-)

diff --git a/lib/node_modules/@stdlib/random/sample/benchmark/benchmark.js b/lib/node_modules/@stdlib/random/sample/benchmark/benchmark.js
index 364b665ca260..f6c3eb415051 100644
--- a/lib/node_modules/@stdlib/random/sample/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/random/sample/benchmark/benchmark.js
@@ -24,6 +24,7 @@ var bench = require( '@stdlib/bench' );
 var randu = require( '@stdlib/random/base/randu' );
 var floor = require( '@stdlib/math/base/special/floor' );
 var isArray = require( '@stdlib/assert/is-array' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var sample = require( './../lib' );
 
@@ -57,7 +58,7 @@ bench( pkg, function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+'::custom_probs', function benchmark( b ) {
+bench( format( '%s::custom_probs', pkg ), function benchmark( b ) {
 	var result;
 	var probs;
 	var arr;
@@ -89,7 +90,7 @@ bench( pkg+'::custom_probs', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+'::size=1000', function benchmark( b ) {
+bench( format( '%s::size=1000', pkg ), function benchmark( b ) {
 	var result;
 	var arr;
 	var len;
@@ -118,7 +119,7 @@ bench( pkg+'::size=1000', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+'::replace=true', function benchmark( b ) {
+bench( format( '%s::replace=true', pkg ), function benchmark( b ) {
 	var result;
 	var arr;
 	var len;
@@ -147,7 +148,7 @@ bench( pkg+'::replace=true', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+'::replace=true,size=1000', function benchmark( b ) {
+bench( format( '%s::replace=true,size=1000', pkg ), function benchmark( b ) {
 	var result;
 	var arr;
 	var len;
@@ -177,7 +178,7 @@ bench( pkg+'::replace=true,size=1000', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':factory', function benchmark( b ) {
+bench( format( '%s:factory', pkg ), function benchmark( b ) {
 	var mysample;
 	var result;
 	var arr;
diff --git a/lib/node_modules/@stdlib/random/shuffle/benchmark/benchmark.js b/lib/node_modules/@stdlib/random/shuffle/benchmark/benchmark.js
index dcca69376e6b..2c0fb4247397 100644
--- a/lib/node_modules/@stdlib/random/shuffle/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/random/shuffle/benchmark/benchmark.js
@@ -24,6 +24,7 @@ var bench = require( '@stdlib/bench' );
 var randu = require( '@stdlib/random/base/randu' );
 var floor = require( '@stdlib/math/base/special/floor' );
 var isArray = require( '@stdlib/assert/is-array' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var shuffle = require( './../lib' );
 
@@ -57,7 +58,7 @@ bench( pkg, function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+'::deep', function benchmark( b ) {
+bench( format( '%s::deep', pkg ), function benchmark( b ) {
 	var result;
 	var arr;
 	var len;
@@ -88,7 +89,7 @@ bench( pkg+'::deep', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+'::none', function benchmark( b ) {
+bench( format( '%s::none', pkg ), function benchmark( b ) {
 	var result;
 	var arr;
 	var len;
@@ -123,7 +124,7 @@ bench( pkg+'::none', function benchmark( b ) {
 	b.end();
 });
 
-bench( pkg+':factory', function benchmark( b ) {
+bench( format( '%s:factory', pkg ), function benchmark( b ) {
 	var myshuffle;
 	var result;
 	var arr;
diff --git a/lib/node_modules/@stdlib/random/tools/binary-factory/benchmark/benchmark.assign.js b/lib/node_modules/@stdlib/random/tools/binary-factory/benchmark/benchmark.assign.js
index 0ddb3712da59..c6393be22070 100644
--- a/lib/node_modules/@stdlib/random/tools/binary-factory/benchmark/benchmark.assign.js
+++ b/lib/node_modules/@stdlib/random/tools/binary-factory/benchmark/benchmark.assign.js
@@ -26,6 +26,7 @@ var pow = require( '@stdlib/math/base/special/pow' );
 var dtypes = require( '@stdlib/ndarray/dtypes' );
 var uniform = require( '@stdlib/random/base/uniform' );
 var zeros = require( '@stdlib/ndarray/zeros' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var createFactory = require( './../lib' );
 
@@ -105,7 +106,7 @@ function main() {
 	for ( i = min; i <= max; i++ ) {
 		len = pow( 10, i );
 		f = createBenchmark( len );
-		bench( pkg+':assign:len='+len, f );
+		bench( format( '%s:assign:len=%d', pkg, len ), f );
 	}
 }
 
diff --git a/lib/node_modules/@stdlib/random/tools/binary-factory/benchmark/benchmark.factory.js b/lib/node_modules/@stdlib/random/tools/binary-factory/benchmark/benchmark.factory.js
index 32db1b6d3e36..5a68601959ba 100644
--- a/lib/node_modules/@stdlib/random/tools/binary-factory/benchmark/benchmark.factory.js
+++ b/lib/node_modules/@stdlib/random/tools/binary-factory/benchmark/benchmark.factory.js
@@ -22,13 +22,14 @@
 
 var bench = require( '@stdlib/bench' );
 var uniform = require( '@stdlib/random/base/uniform' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var createFactory = require( './../lib' );
 
 
 // MAIN //
 
-bench( pkg+'::factory', function benchmark( b ) {
+bench( format( '%s::factory', pkg ), function benchmark( b ) {
 	var policies;
 	var factory;
 	var dtypes;
diff --git a/lib/node_modules/@stdlib/random/tools/binary-factory/benchmark/benchmark.js b/lib/node_modules/@stdlib/random/tools/binary-factory/benchmark/benchmark.js
index ced4067bb771..71ed78cbd3a6 100644
--- a/lib/node_modules/@stdlib/random/tools/binary-factory/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/random/tools/binary-factory/benchmark/benchmark.js
@@ -22,13 +22,14 @@
 
 var bench = require( '@stdlib/bench' );
 var uniform = require( '@stdlib/random/base/uniform' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var createFactory = require( './../lib' );
 
 
 // MAIN //
 
-bench( pkg+'::create_factory', function benchmark( b ) {
+bench( format( '%s::create_factory', pkg ), function benchmark( b ) {
 	var policies;
 	var dtypes;
 	var v;
diff --git a/lib/node_modules/@stdlib/random/tools/binary-factory/benchmark/benchmark.length.js b/lib/node_modules/@stdlib/random/tools/binary-factory/benchmark/benchmark.length.js
index f3e55abdcdc7..280a20d6c806 100644
--- a/lib/node_modules/@stdlib/random/tools/binary-factory/benchmark/benchmark.length.js
+++ b/lib/node_modules/@stdlib/random/tools/binary-factory/benchmark/benchmark.length.js
@@ -25,6 +25,7 @@ var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pow = require( '@stdlib/math/base/special/pow' );
 var dtypes = require( '@stdlib/ndarray/dtypes' );
 var uniform = require( '@stdlib/random/base/uniform' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var createFactory = require( './../lib' );
 
@@ -101,7 +102,7 @@ function main() {
 	for ( i = min; i <= max; i++ ) {
 		len = pow( 10, i );
 		f = createBenchmark( len );
-		bench( pkg+'::generate:len='+len, f );
+		bench( format( '%s::generate:len=%d', pkg, len ), f );
 	}
 }
 
diff --git a/lib/node_modules/@stdlib/random/tools/binary/benchmark/benchmark.assign.js b/lib/node_modules/@stdlib/random/tools/binary/benchmark/benchmark.assign.js
index a484e103aa6c..12232a9ed619 100644
--- a/lib/node_modules/@stdlib/random/tools/binary/benchmark/benchmark.assign.js
+++ b/lib/node_modules/@stdlib/random/tools/binary/benchmark/benchmark.assign.js
@@ -26,6 +26,7 @@ var pow = require( '@stdlib/math/base/special/pow' );
 var dtypes = require( '@stdlib/ndarray/dtypes' );
 var uniform = require( '@stdlib/random/base/uniform' );
 var zeros = require( '@stdlib/ndarray/zeros' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var Random = require( './../lib' );
 
@@ -105,7 +106,7 @@ function main() {
 	for ( i = min; i <= max; i++ ) {
 		len = pow( 10, i );
 		f = createBenchmark( len );
-		bench( pkg+':assign:len='+len, f );
+		bench( format( '%s:assign:len=%d', pkg, len ), f );
 	}
 }
 
diff --git a/lib/node_modules/@stdlib/random/tools/binary/benchmark/benchmark.generate.js b/lib/node_modules/@stdlib/random/tools/binary/benchmark/benchmark.generate.js
index 45d86c50dd9e..e132cd87de5c 100644
--- a/lib/node_modules/@stdlib/random/tools/binary/benchmark/benchmark.generate.js
+++ b/lib/node_modules/@stdlib/random/tools/binary/benchmark/benchmark.generate.js
@@ -25,6 +25,7 @@ var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pow = require( '@stdlib/math/base/special/pow' );
 var dtypes = require( '@stdlib/ndarray/dtypes' );
 var uniform = require( '@stdlib/random/base/uniform' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var Random = require( './../lib' );
 
@@ -99,7 +100,7 @@ function main() {
 	for ( i = min; i <= max; i++ ) {
 		len = pow( 10, i );
 		f = createBenchmark( len );
-		bench( pkg+':generate:len='+len, f );
+		bench( format( '%s:generate:len=%d', pkg, len ), f );
 	}
 }
 
diff --git a/lib/node_modules/@stdlib/random/tools/binary/benchmark/benchmark.js b/lib/node_modules/@stdlib/random/tools/binary/benchmark/benchmark.js
index 476760f13832..13e6fc6d0b6f 100644
--- a/lib/node_modules/@stdlib/random/tools/binary/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/random/tools/binary/benchmark/benchmark.js
@@ -22,13 +22,14 @@
 
 var bench = require( '@stdlib/bench' );
 var uniform = require( '@stdlib/random/base/uniform' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var Random = require( './../lib' );
 
 
 // MAIN //
 
-bench( pkg+'::instantiation', function benchmark( b ) {
+bench( format( '%s::instantiation', pkg ), function benchmark( b ) {
 	var policies;
 	var dtypes;
 	var v;
diff --git a/lib/node_modules/@stdlib/random/tools/unary-factory/benchmark/benchmark.assign.js b/lib/node_modules/@stdlib/random/tools/unary-factory/benchmark/benchmark.assign.js
index e3ef4321f119..68ef0b3baa3f 100644
--- a/lib/node_modules/@stdlib/random/tools/unary-factory/benchmark/benchmark.assign.js
+++ b/lib/node_modules/@stdlib/random/tools/unary-factory/benchmark/benchmark.assign.js
@@ -26,6 +26,7 @@ var pow = require( '@stdlib/math/base/special/pow' );
 var dtypes = require( '@stdlib/ndarray/dtypes' );
 var exponential = require( '@stdlib/random/base/exponential' );
 var zeros = require( '@stdlib/ndarray/zeros' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var createFactory = require( './../lib' );
 
@@ -107,7 +108,7 @@ function main() {
 	for ( i = min; i <= max; i++ ) {
 		len = pow( 10, i );
 		f = createBenchmark( len );
-		bench( pkg+':assign:len='+len, f );
+		bench( format( '%s:assign:len=%d', pkg, len ), f );
 	}
 }
 
diff --git a/lib/node_modules/@stdlib/random/tools/unary-factory/benchmark/benchmark.factory.js b/lib/node_modules/@stdlib/random/tools/unary-factory/benchmark/benchmark.factory.js
index 2c9bd958b47a..02a1863fe6d3 100644
--- a/lib/node_modules/@stdlib/random/tools/unary-factory/benchmark/benchmark.factory.js
+++ b/lib/node_modules/@stdlib/random/tools/unary-factory/benchmark/benchmark.factory.js
@@ -22,13 +22,14 @@
 
 var bench = require( '@stdlib/bench' );
 var exponential = require( '@stdlib/random/base/exponential' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var createFactory = require( './../lib' );
 
 
 // MAIN //
 
-bench( pkg+'::factory', function benchmark( b ) {
+bench( format( '%s::factory', pkg ), function benchmark( b ) {
 	var policies;
 	var factory;
 	var dtypes;
diff --git a/lib/node_modules/@stdlib/random/tools/unary-factory/benchmark/benchmark.js b/lib/node_modules/@stdlib/random/tools/unary-factory/benchmark/benchmark.js
index 51ed9e60d3b8..32f04e81e5ab 100644
--- a/lib/node_modules/@stdlib/random/tools/unary-factory/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/random/tools/unary-factory/benchmark/benchmark.js
@@ -22,13 +22,14 @@
 
 var bench = require( '@stdlib/bench' );
 var exponential = require( '@stdlib/random/base/exponential' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var createFactory = require( './../lib' );
 
 
 // MAIN //
 
-bench( pkg+'::create_factory', function benchmark( b ) {
+bench( format( '%s::create_factory', pkg ), function benchmark( b ) {
 	var policies;
 	var dtypes;
 	var v;
diff --git a/lib/node_modules/@stdlib/random/tools/unary-factory/benchmark/benchmark.length.js b/lib/node_modules/@stdlib/random/tools/unary-factory/benchmark/benchmark.length.js
index 50244a4264f2..21a527c56810 100644
--- a/lib/node_modules/@stdlib/random/tools/unary-factory/benchmark/benchmark.length.js
+++ b/lib/node_modules/@stdlib/random/tools/unary-factory/benchmark/benchmark.length.js
@@ -25,6 +25,7 @@ var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pow = require( '@stdlib/math/base/special/pow' );
 var dtypes = require( '@stdlib/ndarray/dtypes' );
 var exponential = require( '@stdlib/random/base/exponential' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var createFactory = require( './../lib' );
 
@@ -101,7 +102,7 @@ function main() {
 	for ( i = min; i <= max; i++ ) {
 		len = pow( 10, i );
 		f = createBenchmark( len );
-		bench( pkg+'::generate:len='+len, f );
+		bench( format( '%s::generate:len=%d', pkg, len ), f );
 	}
 }
 
diff --git a/lib/node_modules/@stdlib/random/tools/unary/benchmark/benchmark.assign.js b/lib/node_modules/@stdlib/random/tools/unary/benchmark/benchmark.assign.js
index 4ea2078e9f29..cd43c5fb4024 100644
--- a/lib/node_modules/@stdlib/random/tools/unary/benchmark/benchmark.assign.js
+++ b/lib/node_modules/@stdlib/random/tools/unary/benchmark/benchmark.assign.js
@@ -26,6 +26,7 @@ var pow = require( '@stdlib/math/base/special/pow' );
 var dtypes = require( '@stdlib/ndarray/dtypes' );
 var exponential = require( '@stdlib/random/base/exponential' );
 var zeros = require( '@stdlib/ndarray/zeros' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var Random = require( './../lib' );
 
@@ -105,7 +106,7 @@ function main() {
 	for ( i = min; i <= max; i++ ) {
 		len = pow( 10, i );
 		f = createBenchmark( len );
-		bench( pkg+':assign:len='+len, f );
+		bench( format( '%s:assign:len=%d', pkg, len ), f );
 	}
 }
 
diff --git a/lib/node_modules/@stdlib/random/tools/unary/benchmark/benchmark.generate.js b/lib/node_modules/@stdlib/random/tools/unary/benchmark/benchmark.generate.js
index 989e38458bcf..6e81a89441aa 100644
--- a/lib/node_modules/@stdlib/random/tools/unary/benchmark/benchmark.generate.js
+++ b/lib/node_modules/@stdlib/random/tools/unary/benchmark/benchmark.generate.js
@@ -25,6 +25,7 @@ var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pow = require( '@stdlib/math/base/special/pow' );
 var dtypes = require( '@stdlib/ndarray/dtypes' );
 var exponential = require( '@stdlib/random/base/exponential' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var Random = require( './../lib' );
 
@@ -99,7 +100,7 @@ function main() {
 	for ( i = min; i <= max; i++ ) {
 		len = pow( 10, i );
 		f = createBenchmark( len );
-		bench( pkg+':generate:len='+len, f );
+		bench( format( '%s:generate:len=%d', pkg, len ), f );
 	}
 }
 
diff --git a/lib/node_modules/@stdlib/random/tools/unary/benchmark/benchmark.js b/lib/node_modules/@stdlib/random/tools/unary/benchmark/benchmark.js
index de4956c8fb28..f7e514a19739 100644
--- a/lib/node_modules/@stdlib/random/tools/unary/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/random/tools/unary/benchmark/benchmark.js
@@ -22,13 +22,14 @@
 
 var bench = require( '@stdlib/bench' );
 var exponential = require( '@stdlib/random/base/exponential' );
+var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
 var Random = require( './../lib' );
 
 
 // MAIN //
 
-bench( pkg+'::instantiation', function benchmark( b ) {
+bench( format( '%s::instantiation', pkg ), function benchmark( b ) {
 	var policies;
 	var dtypes;
 	var v;

From 34891c409c5daf66bce003a307ef9c00f557821c Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Sun, 19 Apr 2026 00:33:39 -0400
Subject: [PATCH 2/3] bench: refactor random number generation in
 `random/sample`

---
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: passed
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---
---
 .../random/sample/benchmark/benchmark.js      | 57 +++++++------------
 1 file changed, 19 insertions(+), 38 deletions(-)

diff --git a/lib/node_modules/@stdlib/random/sample/benchmark/benchmark.js b/lib/node_modules/@stdlib/random/sample/benchmark/benchmark.js
index f6c3eb415051..70cb9c479398 100644
--- a/lib/node_modules/@stdlib/random/sample/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/random/sample/benchmark/benchmark.js
@@ -21,8 +21,7 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var randu = require( '@stdlib/random/base/randu' );
-var floor = require( '@stdlib/math/base/special/floor' );
+var discreteUniform = require( '@stdlib/random/array/discrete-uniform' );
 var isArray = require( '@stdlib/assert/is-array' );
 var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
@@ -34,14 +33,11 @@ var sample = require( './../lib' );
 bench( pkg, function benchmark( b ) {
 	var result;
 	var arr;
-	var len;
 	var i;
 
-	arr = new Array( 100 );
-	len = arr.length;
-	for ( i = 0; i < len; i++ ) {
-		arr[ i ] = floor( randu()*100.0 );
-	}
+	arr = discreteUniform( 100, 0, 100, {
+		'dtype': 'generic'
+	});
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
@@ -62,15 +58,12 @@ bench( format( '%s::custom_probs', pkg ), function benchmark( b ) {
 	var result;
 	var probs;
 	var arr;
-	var len;
 	var i;
 
-	arr = [ 1, 2, 3, 4, 5, 6 ];
+	arr = discreteUniform( 6, 0, 100, {
+		'dtype': 'generic'
+	});
 	probs = [ 0.2, 0.1, 0.1, 0.1, 0.2, 0.3 ];
-	len = arr.length;
-	for ( i = 0; i < len; i++ ) {
-		arr[ i ] = floor( randu()*100.0 );
-	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
@@ -93,14 +86,11 @@ bench( format( '%s::custom_probs', pkg ), function benchmark( b ) {
 bench( format( '%s::size=1000', pkg ), function benchmark( b ) {
 	var result;
 	var arr;
-	var len;
 	var i;
 
-	arr = new Array( 100 );
-	len = arr.length;
-	for ( i = 0; i < len; i++ ) {
-		arr[ i ] = floor( randu()*100.0 );
-	}
+	arr = discreteUniform( 100, 0, 100, {
+		'dtype': 'generic'
+	});
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
@@ -122,14 +112,11 @@ bench( format( '%s::size=1000', pkg ), function benchmark( b ) {
 bench( format( '%s::replace=true', pkg ), function benchmark( b ) {
 	var result;
 	var arr;
-	var len;
 	var i;
 
-	arr = new Array( 100 );
-	len = arr.length;
-	for ( i = 0; i < len; i++ ) {
-		arr[ i ] = floor( randu()*100.0 );
-	}
+	arr = discreteUniform( 100, 0, 100, {
+		'dtype': 'generic'
+	});
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
@@ -151,14 +138,11 @@ bench( format( '%s::replace=true', pkg ), function benchmark( b ) {
 bench( format( '%s::replace=true,size=1000', pkg ), function benchmark( b ) {
 	var result;
 	var arr;
-	var len;
 	var i;
 
-	arr = new Array( 100 );
-	len = arr.length;
-	for ( i = 0; i < len; i++ ) {
-		arr[ i ] = floor( randu()*100.0 );
-	}
+	arr = discreteUniform( 100, 0, 100, {
+		'dtype': 'generic'
+	});
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
@@ -182,16 +166,13 @@ bench( format( '%s:factory', pkg ), function benchmark( b ) {
 	var mysample;
 	var result;
 	var arr;
-	var len;
 	var i;
 
 	mysample = sample.factory();
 
-	arr = new Array( 100 );
-	len = arr.length;
-	for ( i = 0; i < len; i++ ) {
-		arr[ i ] = floor( randu()*100.0 );
-	}
+	arr = discreteUniform( 100, 0, 100, {
+		'dtype': 'generic'
+	});
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {

From 8d4f755d69aaed9099c0f86aa15eba6e3ad0e6a7 Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Sun, 19 Apr 2026 00:43:59 -0400
Subject: [PATCH 3/3] bench: refactor random number generation in
 `random/shuffle`

---
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: passed
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---
---
 .../random/shuffle/benchmark/benchmark.js     | 40 +++++++------------
 1 file changed, 14 insertions(+), 26 deletions(-)

diff --git a/lib/node_modules/@stdlib/random/shuffle/benchmark/benchmark.js b/lib/node_modules/@stdlib/random/shuffle/benchmark/benchmark.js
index 2c0fb4247397..302cb0bea1b1 100644
--- a/lib/node_modules/@stdlib/random/shuffle/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/random/shuffle/benchmark/benchmark.js
@@ -21,8 +21,7 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var randu = require( '@stdlib/random/base/randu' );
-var floor = require( '@stdlib/math/base/special/floor' );
+var discreteUniform = require( '@stdlib/random/array/discrete-uniform' );
 var isArray = require( '@stdlib/assert/is-array' );
 var format = require( '@stdlib/string/format' );
 var pkg = require( './../package.json' ).name;
@@ -34,14 +33,11 @@ var shuffle = require( './../lib' );
 bench( pkg, function benchmark( b ) {
 	var result;
 	var arr;
-	var len;
 	var i;
 
-	arr = new Array( 100 );
-	len = arr.length;
-	for ( i = 0; i < len; i++ ) {
-		arr[ i ] = floor( randu()*100.0 );
-	}
+	arr = discreteUniform( 100, 0, 100, {
+		'dtype': 'generic'
+	});
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
@@ -61,15 +57,13 @@ bench( pkg, function benchmark( b ) {
 bench( format( '%s::deep', pkg ), function benchmark( b ) {
 	var result;
 	var arr;
-	var len;
 	var i;
 
-	arr = new Array( 100 );
-	len = arr.length;
-	for ( i = 0; i < len; i++ ) {
-		arr[ i ] = {
+	arr = [];
+	for ( i = 0; i < 100; i++ ) {
+		arr.push({
 			'beep': 'boop'
-		};
+		});
 	}
 
 	b.tic();
@@ -92,14 +86,11 @@ bench( format( '%s::deep', pkg ), function benchmark( b ) {
 bench( format( '%s::none', pkg ), function benchmark( b ) {
 	var result;
 	var arr;
-	var len;
 	var i;
 
-	arr = new Array( 100 );
-	len = arr.length;
-	for ( i = 0; i < len; i++ ) {
-		arr[ i ] = floor( randu()*100.0 );
-	}
+	arr = discreteUniform( 100, 0, 100, {
+		'dtype': 'generic'
+	});
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
@@ -128,16 +119,13 @@ bench( format( '%s:factory', pkg ), function benchmark( b ) {
 	var myshuffle;
 	var result;
 	var arr;
-	var len;
 	var i;
 
 	myshuffle = shuffle.factory();
 
-	arr = new Array( 100 );
-	len = arr.length;
-	for ( i = 0; i < len; i++ ) {
-		arr[ i ] = floor( randu()*100.0 );
-	}
+	arr = discreteUniform( 100, 0, 100, {
+		'dtype': 'generic'
+	});
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {