From 6740ccabbb85caf66fdb5f2f292120b45b73217f Mon Sep 17 00:00:00 2001 From: Bhargav Dabhade Date: Fri, 16 Jan 2026 15:09:53 +0000 Subject: [PATCH 1/5] test: add Python fixture generator and generated data for halfnormal stdev --- 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: na - task: lint_python status: missing_dependencies - 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 --- --- .../stdev/test/fixtures/python/data.json | 1 + .../stdev/test/fixtures/python/runner.py | 75 +++++++++++++++++++ 2 files changed, 76 insertions(+) create mode 100644 lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/data.json create mode 100644 lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/runner.py diff --git a/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/data.json b/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/data.json new file mode 100644 index 000000000000..51fe174f48e9 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/data.json @@ -0,0 +1 @@ +{"sigma": [3.7306390888039314, 7.0244651123228, 4.405705047952935, 13.344865367919773, 15.4073931908819, 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12.679788037756742, 8.902000505554888, 4.313605072747282, 7.849133661431549, 12.794207824171469]} diff --git a/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/runner.py b/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/runner.py new file mode 100644 index 000000000000..d7c4d6142050 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/runner.py @@ -0,0 +1,75 @@ +#!/usr/bin/env python +# +# @license Apache-2.0 +# +# Copyright (c) 2026 The Stdlib Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +"""Generate fixtures.""" + +import os +import json +import numpy as np +from numpy.random import rand +from scipy.stats import halfnorm + + +# Get the file path: +FILE = os.path.realpath(__file__) + +# Extract the directory in which this file resides: +DIR = os.path.dirname(FILE) + + +def gen(sigma, name): + """Generate fixture data and write to file. + + # Arguments + + * `sigma`: scale parameter + * `name::str`: output filename + + # Examples + + ``` python + python> sigma = rand(1000) * 10.0 + 1.0 + python> gen(sigma, './data.json') + ``` + """ + y = list() + for s in np.nditer(sigma): + y.append(halfnorm.std(scale=float(s))) + + # Store data to be written to file as a dictionary: + data = { + "sigma": sigma.tolist(), + "expected": y + } + + # Based on the script directory, create an output filepath: + filepath = os.path.join(DIR, name) + + # Write the data to the output filepath as JSON: + with open(filepath, "w", encoding="utf-8") as outfile: + json.dump(data, outfile) + + +def main(): + """Generate fixture data.""" + sigma = rand(1000) * 20.0 + 2.0 + gen(sigma, "data.json") + + +if __name__ == "__main__": + main() From c454328af039d81a43ee2b8328d030c7c34e0f91 Mon Sep 17 00:00:00 2001 From: Bhargav Dabhade Date: Fri, 16 Jan 2026 15:39:27 +0000 Subject: [PATCH 2/5] fix: solved lint 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: na - task: lint_python status: missing_dependencies - 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 --- --- .gitignore | 3 +++ .../base/dists/halfnormal/stdev/test/fixtures/python/runner.py | 2 +- 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index a6b3a7144263..5aad81883761 100644 --- a/.gitignore +++ b/.gitignore @@ -197,3 +197,6 @@ jsconfig.json #################### CLAUDE.md GEMINI.md + +# Python virtual environments +.venv/ diff --git a/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/runner.py b/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/runner.py index d7c4d6142050..b7f358f4c10e 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/runner.py +++ b/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/runner.py @@ -47,7 +47,7 @@ def gen(sigma, name): python> gen(sigma, './data.json') ``` """ - y = list() + y = [] for s in np.nditer(sigma): y.append(halfnorm.std(scale=float(s))) From 7a9f671e1087f1a8bcb61b5f036f6f74025eda6e Mon Sep 17 00:00:00 2001 From: Athan Date: Sun, 25 Jan 2026 01:56:03 -0800 Subject: [PATCH 3/5] Discard changes to .gitignore --- .gitignore | 3 --- 1 file changed, 3 deletions(-) diff --git a/.gitignore b/.gitignore index 5aad81883761..a6b3a7144263 100644 --- a/.gitignore +++ b/.gitignore @@ -197,6 +197,3 @@ jsconfig.json #################### CLAUDE.md GEMINI.md - -# Python virtual environments -.venv/ From 238d2b6fd8e1af00d3ace53b309eabe78d77ee33 Mon Sep 17 00:00:00 2001 From: Bhargav Dabhade Date: Sun, 25 Jan 2026 13:53:23 +0000 Subject: [PATCH 4/5] fix: fixed runner.py --- 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: na - task: lint_python status: missing_dependencies - 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/halfnormal/stdev/test/fixtures/python/data.json | 2 +- .../dists/halfnormal/stdev/test/fixtures/python/runner.py | 6 ++---- 2 files changed, 3 insertions(+), 5 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/data.json b/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/data.json index 51fe174f48e9..23b481d99969 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/data.json +++ b/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/data.json @@ -1 +1 @@ -{"sigma": [3.7306390888039314, 7.0244651123228, 4.405705047952935, 13.344865367919773, 15.4073931908819, 17.302525557778058, 9.863872625833112, 20.117494790571875, 2.3065074209165064, 11.749822879954813, 2.317345805924927, 14.405704743006886, 16.40741609829028, 15.19026875187745, 7.032927626354022, 8.788308121473946, 16.149325274271238, 5.0186400524734776, 16.378558949365175, 19.293510124588053, 10.204347054731338, 3.9085460393395737, 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12.027917291424274, 4.916028278175056, 6.175955649495641, 7.821675943260645, 12.067967661331682, 4.576716864682583, 9.407858180918403, 3.271577418042174, 4.2487976753749885, 3.199500081927004, 4.150806313075631, 12.497790080258195, 8.32580173728008, 2.13320186459252, 2.268638579152365, 10.074153265555248, 8.949256757893433, 2.269852047002861, 8.535337303414689, 10.797940975465231, 9.406908462752583, 5.76345496948434, 4.7592425523168504, 4.439706671578806, 2.7926915008726545, 4.53250740909864, 9.47119073844838, 7.173912645068657, 5.630332228960611, 4.88639292698083, 3.247276979612205, 4.58782411283992, 9.773214886872758, 6.0437339201953515, 12.833529437016086, 8.75034329501784, 6.105776494401005, 5.109807933101955, 11.453232523027397, 9.789206898764563, 13.19322204698903, 1.5544980970032263, 9.187302261739275]} diff --git a/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/runner.py b/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/runner.py index b7f358f4c10e..d8b8f3421fb3 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/runner.py +++ b/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/runner.py @@ -47,14 +47,12 @@ def gen(sigma, name): python> gen(sigma, './data.json') ``` """ - y = [] - for s in np.nditer(sigma): - y.append(halfnorm.std(scale=float(s))) + y = halfnorm.std(loc=0.0, scale=sigma) # Store data to be written to file as a dictionary: data = { "sigma": sigma.tolist(), - "expected": y + "expected": y.tolist() } # Based on the script directory, create an output filepath: From 21dd31c8062f470cacc6a645a2511b4b09ce0880 Mon Sep 17 00:00:00 2001 From: Bhargav Dabhade Date: Sun, 25 Jan 2026 14:50:02 +0000 Subject: [PATCH 5/5] fix: fixed lint errror --- 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: na - task: lint_python status: missing_dependencies - 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 --- --- .../base/dists/halfnormal/stdev/test/fixtures/python/runner.py | 1 - 1 file changed, 1 deletion(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/runner.py b/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/runner.py index d8b8f3421fb3..3da0c91293d4 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/runner.py +++ b/lib/node_modules/@stdlib/stats/base/dists/halfnormal/stdev/test/fixtures/python/runner.py @@ -20,7 +20,6 @@ import os import json -import numpy as np from numpy.random import rand from scipy.stats import halfnorm