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test: migrate stats/base/dists/gamma/kurtosis to ULP-based assertions - #14524
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Replace the relative tolerance assertions in the test suites with `@stdlib/assert/is-almost-same-value` ULP difference assertions. Both the JavaScript and C implementations return bit-identical results for every fixture value, so the assertions use the minimum ULP bound of 0. Ref: #11352 Co-authored-by: Claude <noreply@anthropic.com> --- 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: skipped - task: lint_markdown_pkg_readmes status: na - task: lint_markdown_docs status: na - 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: passed - task: lint_javascript_benchmarks status: na - 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 ---
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Resolves a part of #11352.
Description
This pull request:
stats/base/dists/gamma/kurtosisfrom relative tolerance testing to ULP difference testing, per [RFC]: Migratemath/base/specialpackages from relative tolerance testing to ULP difference testing (tracking issue) #11352.delta/tolcomparisons intest/test.jsandtest/test.native.jswitht.strictEqual( isAlmostSameValue( y, expected[ i ], 0 ), true, 'returns expected value' );, adding the@stdlib/assert/is-almost-same-valuerequire and dropping the now unused@stdlib/math/base/special/absand@stdlib/constants/float64/epsrequires.ULP bound:
0(bothtest/test.jsandtest/test.native.js).Starting from a high bound and tightening, the measured maximum ULP difference over the full 200-value Julia fixture set is
0— i.e., every returned value is bit-identical to the expected value, so0is the minimum admissible bound and no further tightening is possible. The JS suite was run three times at the final bound with identical results (214/214 passing), so the bound is not sensitive to run-to-run variation.The native addon is not built in this environment, so
test/test.native.jsis skipped locally. To confirm that0is also correct for the C implementation,src/main.cwas compiled directly and evaluated against the same fixtures; its maximum ULP difference is likewise0. This is expected, since both implementations reduce to a single IEEE-754 division (6.0 / alpha), which is correctly rounded and therefore not subject to FMA or architecture-dependent variation.Only the two test files are modified; no implementation, fixture, or documentation changes are included.
Related Issues
This pull request has the following related issues:
math/base/specialpackages from relative tolerance testing to ULP difference testing (tracking issue) #11352Questions
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Disclosure
This PR was authored by Claude Code running as an unattended scheduled task. It studied previously merged conversions under #11352 to match the established idiom, applied the migration, measured the minimum ULP bound empirically against the fixtures (including a direct compilation of the C source to cover the skipped native suite), and verified that the tests pass and lint cleanly.
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