From a297b4ede5b6e90f71e52ddc021309b5a2d2194a Mon Sep 17 00:00:00 2001 From: LokeshRanjan Date: Tue, 17 Feb 2026 18:37:10 +0530 Subject: [PATCH 1/2] bench: update random value generation for stats/base/dists/frechet --- 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 --- --- .../dists/frechet/pdf/benchmark/benchmark.js | 35 +++++++---------- .../frechet/quantile/benchmark/benchmark.js | 38 ++++++++----------- .../quantile/benchmark/benchmark.native.js | 26 ++++++------- .../frechet/skewness/benchmark/benchmark.js | 22 +++++------ .../skewness/benchmark/benchmark.native.js | 23 +++++------ .../frechet/stdev/benchmark/benchmark.js | 22 +++++------ .../stdev/benchmark/benchmark.native.js | 25 ++++++------ .../frechet/variance/benchmark/benchmark.js | 22 +++++------ .../variance/benchmark/benchmark.native.js | 25 ++++++------ 9 files changed, 99 insertions(+), 139 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/frechet/pdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/frechet/pdf/benchmark/benchmark.js index 7def626d0b9a..c193f412af2f 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/frechet/pdf/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/frechet/pdf/benchmark/benchmark.js @@ -21,8 +21,7 @@ // MODULES // var bench = require( '@stdlib/bench' ); -var Float64Array = require( '@stdlib/array/float64' ); -var uniform = require( '@stdlib/random/base/uniform' ); +var uniform = require( '@stdlib/random/array/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var EPS = require( '@stdlib/constants/float64/eps' ); var format = require( '@stdlib/string/format' ); @@ -34,28 +33,24 @@ var pdf = require( './../lib' ); bench( pkg, function benchmark( b ) { var alpha; - var len; + var opts; var m; var s; var x; var y; var i; - len = 100; - x = new Float64Array( len ); - alpha = new Float64Array( len ); - s = new Float64Array( len ); - m = new Float64Array( len ); - for ( i = 0; i < len; i++ ) { - x[ i ] = uniform( -50.0, 50.0 ); - alpha[ i ] = uniform( EPS, 20.0 ); - m[ i ] = uniform( -20.0, 40.0 ); - s[ i ] = uniform( EPS, 20.0 ); - } + opts = { + 'dtype': 'float64' + }; + x = uniform( 100, -50.0, 50.0, opts ); + alpha = uniform( 100, EPS, 20.0, opts ); + s = uniform( 100, EPS, 20.0, opts ); + m = uniform( 100, -20.0, 40.0, opts ); b.tic(); for ( i = 0; i < b.iterations; i++ ) { - y = pdf( x[ i % len ], alpha[ i % len ], s[ i % len ], m[ i % len ] ); + y = pdf( x[ i % x.length ], alpha[ i % alpha.length ], s[ i % s.length ], m[ i % m.length ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } @@ -71,7 +66,7 @@ bench( pkg, function benchmark( b ) { bench( format( '%s:factory', pkg ), function benchmark( b ) { var mypdf; var alpha; - var len; + var opts; var m; var s; var x; @@ -82,15 +77,11 @@ bench( format( '%s:factory', pkg ), function benchmark( b ) { s = 3.0; m = 4.0; mypdf = pdf.factory( alpha, s, m ); - len = 100; - x = new Float64Array( len ); - for ( i = 0; i < len; i++ ) { - x[ i ] = uniform( 0.0, 50.0 ); - } + x = uniform( 100, 0.0, 50.0, opts ); b.tic(); for ( i = 0; i < b.iterations; i++ ) { - y = mypdf( x[ i % len ] ); + y = mypdf( x[ i % x.length ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/frechet/quantile/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/frechet/quantile/benchmark/benchmark.js index 8ae6bbbcf690..02af3679304f 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/frechet/quantile/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/frechet/quantile/benchmark/benchmark.js @@ -21,8 +21,7 @@ // MODULES // var bench = require( '@stdlib/bench' ); -var Float64Array = require( '@stdlib/array/float64' ); -var uniform = require( '@stdlib/random/base/uniform' ); +var uniform = require( '@stdlib/random/array/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var EPS = require( '@stdlib/constants/float64/eps' ); var format = require( '@stdlib/string/format' ); @@ -34,28 +33,24 @@ var quantile = require( './../lib' ); bench( pkg, function benchmark( b ) { var alpha; - var len; + var opts; var m; var s; var p; var y; var i; - len = 100; - p = new Float64Array( len ); - alpha = new Float64Array( len ); - s = new Float64Array( len ); - m = new Float64Array( len ); - for ( i = 0; i < len; i++ ) { - p[ i ] = uniform( 0.0, 1.0 ); - alpha[ i ] = uniform( EPS, 20.0 ); - s[ i ] = uniform( EPS, 20.0 ); - m[ i ] = uniform( -20.0, 40.0 ); - } + opts = { + 'dtype': 'float64' + }; + p = uniform( 100, 0.0, 1.0, opts ); + alpha = uniform( 100, EPS, 20.0, opts ); + s = uniform( 100, EPS, 20.0, opts ); + m = uniform( 100, -20.0, 40.0, opts ); b.tic(); for ( i = 0; i < b.iterations; i++ ) { - y = quantile( p[ i % len ], alpha[ i % len ], s[ i % len ], m[ i % len ] ); + y = quantile( p[ i % p.length ], alpha[ i % alpha.length ], s[ i % s.length ], m[ i % m.length ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } @@ -71,26 +66,25 @@ bench( pkg, function benchmark( b ) { bench( format( '%s::factory', pkg ), function benchmark( b ) { var myQuantile; var alpha; - var len; + var opts; var m; var s; var p; var y; var i; + opts = { + 'dtype': 'float64' + }; alpha = 10.0; s = 3.0; m = 4.0; myQuantile = quantile.factory( alpha, s, m ); - len = 100; - p = new Float64Array( len ); - for ( i = 0; i < len; i++ ) { - p[ i ] = uniform( 0.0, 1.0 ); - } + p = uniform( 100, 0.0, 1.0, opts ); b.tic(); for ( i = 0; i < b.iterations; i++ ) { - y = myQuantile( p[ i % len ] ); + y = myQuantile( p[ i % p.length ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/frechet/quantile/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/frechet/quantile/benchmark/benchmark.native.js index c975b5081919..94f9499eb692 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/frechet/quantile/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/frechet/quantile/benchmark/benchmark.native.js @@ -22,8 +22,7 @@ var resolve = require( 'path' ).resolve; var bench = require( '@stdlib/bench' ); -var Float64Array = require( '@stdlib/array/float64' ); -var uniform = require( '@stdlib/random/base/uniform' ); +var uniform = require( '@stdlib/random/array/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var tryRequire = require( '@stdlib/utils/try-require' ); var EPS = require( '@stdlib/constants/float64/eps' ); @@ -43,27 +42,24 @@ var opts = { bench( format( '%s::native', pkg ), opts, function benchmark( b ) { var alpha; - var len; + var opts; var s; var p; var m; var y; var i; - len = 100; - alpha = new Float64Array( len ); - p = new Float64Array( len ); - s = new Float64Array( len ); - m = new Float64Array( len ); - for ( i = 0; i < len; i++ ) { - alpha[ i ] = uniform( EPS, 5.0 ); - s[ i ] = uniform( EPS, 5.0 ); - m[ i ] = uniform( -2.0, 2.0 ); - p[ i ] = uniform( 0.0, 1.0 ); - } + opts = { + 'dtype': 'float64' + }; + p = uniform( 100, 0.0, 1.0, opts ); + alpha = uniform( 100, EPS, 5.0, opts ); + s = uniform( 100, EPS, 5.0, opts ); + m = uniform( 100, -2.0, 2.0, opts ); + b.tic(); for ( i = 0; i < b.iterations; i++ ) { - y = quantile( p[ i % len ], alpha[ i % len ], s[ i % len ], m[ i % len ] ); + y = quantile( p[ i % p.length ], alpha[ i % alpha.length ], s[ i % s.length ], m[ i % m.length ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/frechet/skewness/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/frechet/skewness/benchmark/benchmark.js index 34e4b83682e8..1de27eedae7a 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/frechet/skewness/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/frechet/skewness/benchmark/benchmark.js @@ -21,8 +21,7 @@ // MODULES // var bench = require( '@stdlib/bench' ); -var uniform = require( '@stdlib/random/base/uniform' ); -var Float64Array = require( '@stdlib/array/float64' ); +var uniform = require( '@stdlib/random/array/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var EPS = require( '@stdlib/constants/float64/eps' ); var pkg = require( './../package.json' ).name; @@ -33,25 +32,22 @@ var skewness = require( './../lib' ); bench( pkg, function benchmark( b ) { var alpha; - var len; + var opts; var m; var s; var y; var i; - len = 100; - alpha = new Float64Array( len ); - s = new Float64Array( len ); - m = new Float64Array( len ); - for ( i = 0; i < len; i++ ) { - alpha[ i ] = uniform( EPS, 20.0 ); - s[ i ] = uniform( EPS, 20.0 ); - m[ i ] = uniform( -40.0, -20.0 ); - } + opts = { + 'dtype': 'float64' + }; + alpha = uniform( 100, EPS, 20.0, opts ); + s = uniform( 100, EPS, 20.0, opts ); + m = uniform( 100, -40.0, -20.0, opts ); b.tic(); for ( i = 0; i < b.iterations; i++ ) { - y = skewness( alpha[ i % len ], s[ i % len ], m[ i % len ] ); + y = skewness( alpha[ i % alpha.length ], s[ i % s.length ], m[ i % m.length ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/frechet/skewness/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/frechet/skewness/benchmark/benchmark.native.js index fbfc69a81510..e301ec1c6f3d 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/frechet/skewness/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/frechet/skewness/benchmark/benchmark.native.js @@ -22,8 +22,7 @@ var resolve = require( 'path' ).resolve; var bench = require( '@stdlib/bench' ); -var Float64Array = require( '@stdlib/array/float64' ); -var uniform = require( '@stdlib/random/base/uniform' ); +var uniform = require( '@stdlib/random/array/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var tryRequire = require( '@stdlib/utils/try-require' ); var EPS = require( '@stdlib/constants/float64/eps' ); @@ -43,24 +42,22 @@ var opts = { bench( format( '%s::native', pkg ), opts, function benchmark( b ) { var alpha; - var len; + var opts; var s; var m; var y; var i; - len = 100; - alpha = new Float64Array( len ); - s = new Float64Array( len ); - m = new Float64Array( len ); - for ( i = 0; i < len; i++ ) { - alpha[ i ] = uniform( EPS, 20.0 ); - s[ i ] = uniform( EPS, 20.0 ); - m[ i ] = uniform( -40.0, -20.0 ); - } + opts = { + 'dtype': 'float64' + }; + alpha = uniform( 100, EPS, 20.0, opts ); + s = uniform( 100, EPS, 20.0, opts ); + m = uniform( 100, -40.0, -20.0, opts ); + b.tic(); for ( i = 0; i < b.iterations; i++ ) { - y = skewness( alpha[ i % len ], s[ i % len ], m[ i % len ] ); + y = skewness( alpha[ i % alpha.length ], s[ i % s.length ], m[ i % m.length ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/frechet/stdev/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/frechet/stdev/benchmark/benchmark.js index f7248b9d0871..a4ca72c40b33 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/frechet/stdev/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/frechet/stdev/benchmark/benchmark.js @@ -21,8 +21,7 @@ // MODULES // var bench = require( '@stdlib/bench' ); -var uniform = require( '@stdlib/random/base/uniform' ); -var Float64Array = require( '@stdlib/array/float64' ); +var uniform = require( '@stdlib/random/array/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var EPS = require( '@stdlib/constants/float64/eps' ); var pkg = require( './../package.json' ).name; @@ -33,25 +32,22 @@ var stdev = require( './../lib' ); bench( pkg, function benchmark( b ) { var alpha; - var len; + var opts; var m; var s; var y; var i; - len = 100; - alpha = new Float64Array( len ); - s = new Float64Array( len ); - m = new Float64Array( len ); - for ( i = 0; i < len; i++ ) { - alpha[ i ] = uniform( EPS, 20.0 ); - s[ i ] = uniform( EPS, 20.0 ); - m[ i ] = uniform( -40.0, -20.0 ); - } + opts = { + 'dtype': 'float64' + }; + alpha = uniform( 100, EPS, 20.0, opts ); + s = uniform( 100, EPS, 20.0, opts ); + m = uniform( 100, -40.0, -20.0, opts ); b.tic(); for ( i = 0; i < b.iterations; i++ ) { - y = stdev( alpha[ i % len ], s[ i % len ], m[ i % len ] ); + y = stdev( alpha[ i % alpha.length ], s[ i % s.length ], m[ i % m.length ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/frechet/stdev/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/frechet/stdev/benchmark/benchmark.native.js index ee1bae8880ab..f517f4227244 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/frechet/stdev/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/frechet/stdev/benchmark/benchmark.native.js @@ -22,8 +22,7 @@ var resolve = require( 'path' ).resolve; var bench = require( '@stdlib/bench' ); -var Float64Array = require( '@stdlib/array/float64' ); -var uniform = require( '@stdlib/random/base/uniform' ); +var uniform = require( '@stdlib/random/array/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var tryRequire = require( '@stdlib/utils/try-require' ); var EPS = require( '@stdlib/constants/float64/eps' ); @@ -43,24 +42,22 @@ var opts = { bench( format( '%s::native', pkg ), opts, function benchmark( b ) { var alpha; - var len; - var s; + var opts; var m; + var s; var y; var i; - len = 100; - alpha = new Float64Array( len ); - s = new Float64Array( len ); - m = new Float64Array( len ); - for ( i = 0; i < len; i++ ) { - alpha[ i ] = uniform( EPS, 20.0 ); - s[ i ] = uniform( EPS, 20.0 ); - m[ i ] = uniform( -40.0, -20.0 ); - } + opts = { + 'dtype': 'float64' + }; + alpha = uniform( 100, EPS, 20.0, opts ); + s = uniform( 100, EPS, 20.0, opts ); + m = uniform( 100, -40.0, -20.0, opts ); + b.tic(); for ( i = 0; i < b.iterations; i++ ) { - y = stdev( alpha[ i % len ], s[ i % len ], m[ i % len ] ); + y = stdev( alpha[ i % alpha.length ], s[ i % s.length ], m[ i % m.length ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/frechet/variance/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/frechet/variance/benchmark/benchmark.js index 81c244378733..7fb7f34deb59 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/frechet/variance/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/frechet/variance/benchmark/benchmark.js @@ -21,8 +21,7 @@ // MODULES // var bench = require( '@stdlib/bench' ); -var uniform = require( '@stdlib/random/base/uniform' ); -var Float64Array = require( '@stdlib/array/float64' ); +var uniform = require( '@stdlib/random/array/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var EPS = require( '@stdlib/constants/float64/eps' ); var pkg = require( './../package.json' ).name; @@ -33,25 +32,22 @@ var variance = require( './../lib' ); bench( pkg, function benchmark( b ) { var alpha; - var len; + var opts; var m; var s; var y; var i; - len = 100; - alpha = new Float64Array( len ); - s = new Float64Array( len ); - m = new Float64Array( len ); - for ( i = 0; i < len; i++ ) { - alpha[ i ] = uniform( EPS, 20.0 ); - s[ i ] = uniform( EPS, 20.0 ); - m[ i ] = uniform( -40.0, -20.0 ); - } + opts = { + 'dtype': 'float64' + }; + alpha = uniform( 100, EPS, 20.0, opts ); + s = uniform( 100, EPS, 20.0, opts ); + m = uniform( 100, -40.0, -20.0, opts ); b.tic(); for ( i = 0; i < b.iterations; i++ ) { - y = variance( alpha[ i % len ], s[ i % len ], m[ i % len ] ); + y = variance( alpha[ i % alpha.length ], s[ i % s.length ], m[ i % m.length ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/frechet/variance/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/frechet/variance/benchmark/benchmark.native.js index 4d33532d9c7d..65a7583f806e 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/frechet/variance/benchmark/benchmark.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/frechet/variance/benchmark/benchmark.native.js @@ -22,8 +22,7 @@ var resolve = require( 'path' ).resolve; var bench = require( '@stdlib/bench' ); -var Float64Array = require( '@stdlib/array/float64' ); -var uniform = require( '@stdlib/random/base/uniform' ); +var uniform = require( '@stdlib/random/array/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var tryRequire = require( '@stdlib/utils/try-require' ); var EPS = require( '@stdlib/constants/float64/eps' ); @@ -43,24 +42,22 @@ var opts = { bench( format( '%s::native', pkg ), opts, function benchmark( b ) { var alpha; - var len; - var s; + var opts; var m; + var s; var y; var i; - len = 100; - alpha = new Float64Array( len ); - s = new Float64Array( len ); - m = new Float64Array( len ); - for ( i = 0; i < len; i++ ) { - alpha[ i ] = uniform( EPS, 20.0 ); - s[ i ] = uniform( EPS, 20.0 ); - m[ i ] = uniform( -40.0, -20.0 ); - } + opts = { + 'dtype': 'float64' + }; + alpha = uniform( 100, EPS, 20.0, opts ); + s = uniform( 100, EPS, 20.0, opts ); + m = uniform( 100, -40.0, -20.0, opts ); + b.tic(); for ( i = 0; i < b.iterations; i++ ) { - y = variance( alpha[ i % len ], s[ i % len ], m[ i % len ] ); + y = variance( alpha[ i % alpha.length ], s[ i % s.length ], m[ i % m.length ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } From cd0e6eecf7eb6e44d1835addf1f5cf56535daa46 Mon Sep 17 00:00:00 2001 From: LokeshRanjan Date: Tue, 17 Feb 2026 20:52:32 +0530 Subject: [PATCH 2/2] fix: fix the benchmark errors --- 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 --- --- .../stats/base/dists/frechet/pdf/benchmark/benchmark.js | 3 +++ 1 file changed, 3 insertions(+) diff --git a/lib/node_modules/@stdlib/stats/base/dists/frechet/pdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/frechet/pdf/benchmark/benchmark.js index c193f412af2f..8fb531341cb9 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/frechet/pdf/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/frechet/pdf/benchmark/benchmark.js @@ -73,6 +73,9 @@ bench( format( '%s:factory', pkg ), function benchmark( b ) { var y; var i; + opts = { + 'dtype': 'float64' + }; alpha = 10.0; s = 3.0; m = 4.0;