Defactoring

[rahadi94]

removing pyoptsparse models and using uv to manage python environment.

[github-actions]

Dependency Review

The following issues were found:

• ✅ 0 vulnerable package(s)
• ✅ 0 package(s) with incompatible licenses
• ✅ 0 package(s) with invalid SPDX license definitions
• ⚠️ 3 package(s) with unknown licenses.
• ⚠️ 1 packages with OpenSSF Scorecard issues.

See the Details below.

License Issues

requirements.uv.txt

Package	Version	License	Issue Type
pillow	11.2.1	Null	Unknown License
torch	2.2.2	Null	Unknown License
typing-extensions	4.13.2	Null	Unknown License

OpenSSF Scorecard

Scorecard details

Package	Version	Score	Details
pip/cloudpickle	3.1.1	🟢 4.1	Details Check Score Reason Code-Review 🟢 3 Found 10/26 approved changesets -- score normalized to 3 Binary-Artifacts 🟢 10 no binaries found in the repo Maintained 🟢 10 13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions Security-Policy ⚠️ 0 security policy file not detected Fuzzing ⚠️ 0 project is not fuzzed License 🟢 9 license file detected Signed-Releases ⚠️ 0 Project has not signed or included provenance with any releases. Packaging 🟢 10 packaging workflow detected Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Vulnerabilities ⚠️ 0 16 existing vulnerabilities detected SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/contourpy	1.3.0	🟢 5	Details Check Score Reason Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Packaging ⚠️ -1 packaging workflow not detected Maintained 🟢 10 10 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 Code-Review ⚠️ 0 Found 1/19 approved changesets -- score normalized to 0 Security-Policy 🟢 10 security policy file detected Binary-Artifacts 🟢 10 no binaries found in the repo Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected License 🟢 10 license file detected Vulnerabilities 🟢 10 0 existing vulnerabilities detected Fuzzing ⚠️ 0 project is not fuzzed Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 Signed-Releases ⚠️ -1 no releases found Branch-Protection ⚠️ 0 branch protection not enabled on development/release branches SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/cycler	0.12.1	🟢 5.3	Details Check Score Reason Code-Review 🟢 6 Found 9/15 approved changesets -- score normalized to 6 Security-Policy 🟢 10 security policy file detected Binary-Artifacts 🟢 10 no binaries found in the repo Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Maintained ⚠️ 1 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Pinned-Dependencies ⚠️ 1 dependency not pinned by hash detected -- score normalized to 1 Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions Fuzzing ⚠️ 0 project is not fuzzed Vulnerabilities 🟢 10 0 existing vulnerabilities detected License 🟢 10 license file detected Packaging ⚠️ -1 packaging workflow not detected Signed-Releases ⚠️ -1 no releases found Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/docplex	2.29.241	Unknown	Unknown
pip/filelock	3.18.0	Unknown	Unknown
pip/fonttools	4.57.0	🟢 6.3	Details Check Score Reason Security-Policy 🟢 10 security policy file detected Code-Review 🟢 5 Found 7/13 approved changesets -- score normalized to 5 Maintained 🟢 10 30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10 Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions License 🟢 10 license file detected Binary-Artifacts 🟢 10 no binaries found in the repo Signed-Releases ⚠️ -1 no releases found Fuzzing ⚠️ 0 project is not fuzzed Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 Vulnerabilities 🟢 10 0 existing vulnerabilities detected Packaging 🟢 10 packaging workflow detected SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/fsspec	2025.3.2	🟢 5.6	Details Check Score Reason Code-Review 🟢 6 Found 18/30 approved changesets -- score normalized to 6 Maintained 🟢 10 29 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10 Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Packaging ⚠️ -1 packaging workflow not detected Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions Binary-Artifacts 🟢 10 no binaries found in the repo CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 Vulnerabilities 🟢 10 0 existing vulnerabilities detected License 🟢 10 license file detected Fuzzing 🟢 10 project is fuzzed Signed-Releases ⚠️ -1 no releases found Security-Policy ⚠️ 0 security policy file not detected Branch-Protection ⚠️ 0 branch protection not enabled on development/release branches SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/gym	0.26.2	🟢 4.2	Details Check Score Reason Code-Review 🟢 8 Found 26/30 approved changesets -- score normalized to 8 Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Token-Permissions 🟢 10 GitHub workflow tokens follow principle of least privilege Maintained ⚠️ 0 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 Packaging ⚠️ -1 packaging workflow not detected Binary-Artifacts 🟢 10 no binaries found in the repo CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 Security-Policy ⚠️ 0 security policy file not detected License 🟢 9 license file detected Fuzzing ⚠️ 0 project is not fuzzed Signed-Releases ⚠️ -1 no releases found Branch-Protection ⚠️ 0 branch protection not enabled on development/release branches Vulnerabilities ⚠️ 0 36 existing vulnerabilities detected SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/gym-notices	0.0.8	🟢 3.4	Details Check Score Reason Maintained ⚠️ 0 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Code-Review ⚠️ 0 Found 2/24 approved changesets -- score normalized to 0 Binary-Artifacts 🟢 10 no binaries found in the repo Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Vulnerabilities 🟢 10 0 existing vulnerabilities detected Fuzzing ⚠️ 0 project is not fuzzed Security-Policy ⚠️ 0 security policy file not detected Packaging ⚠️ -1 packaging workflow not detected License 🟢 10 license file detected Signed-Releases ⚠️ -1 no releases found Branch-Protection ⚠️ 0 branch protection not enabled on development/release branches SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/importlib-metadata	8.6.1	🟢 6.4	Details Check Score Reason Token-Permissions 🟢 10 GitHub workflow tokens follow principle of least privilege Security-Policy 🟢 10 security policy file detected Maintained 🟢 10 11 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 Packaging ⚠️ -1 packaging workflow not detected Code-Review ⚠️ 0 Found 2/28 approved changesets -- score normalized to 0 Binary-Artifacts 🟢 8 binaries present in source code Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected License 🟢 10 license file detected Fuzzing 🟢 10 project is fuzzed Vulnerabilities 🟢 10 0 existing vulnerabilities detected Branch-Protection ⚠️ 0 branch protection not enabled on development/release branches Signed-Releases ⚠️ -1 no releases found SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/importlib-resources	6.5.2	🟢 5.7	Details Check Score Reason Code-Review ⚠️ 1 Found 2/19 approved changesets -- score normalized to 1 Security-Policy 🟢 10 security policy file detected Binary-Artifacts 🟢 10 no binaries found in the repo Maintained 🟢 6 6 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 6 Packaging ⚠️ -1 packaging workflow not detected Token-Permissions 🟢 10 GitHub workflow tokens follow principle of least privilege Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Fuzzing ⚠️ 0 project is not fuzzed Vulnerabilities 🟢 10 0 existing vulnerabilities detected License 🟢 10 license file detected Signed-Releases ⚠️ -1 no releases found Branch-Protection ⚠️ 0 branch protection not enabled on development/release branches SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/jinja2	3.1.6	🟢 6.8	Details Check Score Reason Code-Review ⚠️ 2 Found 4/18 approved changesets -- score normalized to 2 Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Binary-Artifacts 🟢 10 no binaries found in the repo Maintained 🟢 10 8 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10 Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions Pinned-Dependencies 🟢 5 dependency not pinned by hash detected -- score normalized to 5 CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Fuzzing 🟢 10 project is fuzzed License 🟢 10 license file detected Vulnerabilities 🟢 10 0 existing vulnerabilities detected Packaging 🟢 10 packaging workflow detected Signed-Releases 🟢 10 4 out of the last 4 releases have a total of 4 signed artifacts. Branch-Protection 🟢 3 branch protection is not maximal on development and all release branches Security-Policy 🟢 9 security policy file detected SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/joblib	1.4.2	🟢 7.1	Details Check Score Reason Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Security-Policy 🟢 10 security policy file detected Packaging ⚠️ -1 packaging workflow not detected Code-Review 🟢 9 Found 27/30 approved changesets -- score normalized to 9 Maintained 🟢 10 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10 Token-Permissions 🟢 10 GitHub workflow tokens follow principle of least privilege Binary-Artifacts 🟢 10 no binaries found in the repo Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected License 🟢 10 license file detected Fuzzing 🟢 10 project is fuzzed Signed-Releases ⚠️ -1 no releases found Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Vulnerabilities ⚠️ 0 10 existing vulnerabilities detected SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/kiwisolver	1.4.7	🟢 5	Details Check Score Reason Maintained ⚠️ 2 1 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 2 Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Binary-Artifacts 🟢 10 no binaries found in the repo Code-Review ⚠️ 2 Found 6/22 approved changesets -- score normalized to 2 Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Security-Policy ⚠️ 0 security policy file not detected Fuzzing 🟢 10 project is fuzzed License 🟢 9 license file detected Vulnerabilities 🟢 10 0 existing vulnerabilities detected Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Signed-Releases 🟢 3 2 out of the last 5 releases have a total of 2 signed artifacts. Packaging 🟢 10 packaging workflow detected SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/markupsafe	3.0.2	🟢 5.9	Details Check Score Reason Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Binary-Artifacts 🟢 10 no binaries found in the repo Code-Review ⚠️ 0 Found 0/24 approved changesets -- score normalized to 0 Maintained ⚠️ 0 0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0 Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions Pinned-Dependencies 🟢 6 dependency not pinned by hash detected -- score normalized to 6 CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Fuzzing 🟢 10 project is fuzzed Vulnerabilities 🟢 10 0 existing vulnerabilities detected License 🟢 10 license file detected Packaging 🟢 10 packaging workflow detected Signed-Releases 🟢 10 5 out of the last 5 releases have a total of 5 signed artifacts. Security-Policy 🟢 9 security policy file detected Branch-Protection 🟢 3 branch protection is not maximal on development and all release branches SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/matplotlib	3.9.4	🟢 7.5	Details Check Score Reason Code-Review 🟢 10 all changesets reviewed CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Security-Policy 🟢 10 security policy file detected Maintained 🟢 10 30 commit(s) and 19 issue activity found in the last 90 days -- score normalized to 10 Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected License 🟢 9 license file detected Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions Signed-Releases ⚠️ -1 no releases found Binary-Artifacts 🟢 10 no binaries found in the repo Fuzzing 🟢 10 project is fuzzed Branch-Protection 🟢 8 branch protection is not maximal on development and all release branches Pinned-Dependencies 🟢 6 dependency not pinned by hash detected -- score normalized to 6 Packaging 🟢 10 packaging workflow detected Vulnerabilities ⚠️ 0 18 existing vulnerabilities detected SAST 🟢 10 SAST tool is run on all commits
pip/mpmath	1.3.0	Unknown	Unknown
pip/networkx	3.2.1	🟢 5	Details Check Score Reason Maintained 🟢 10 30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10 Code-Review 🟢 10 all changesets reviewed CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Dangerous-Workflow ⚠️ 0 dangerous workflow patterns detected License 🟢 9 license file detected Vulnerabilities 🟢 10 0 existing vulnerabilities detected Binary-Artifacts 🟢 10 no binaries found in the repo Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions Signed-Releases ⚠️ -1 no releases found Branch-Protection ⚠️ 0 branch protection not enabled on development/release branches Security-Policy ⚠️ 0 security policy file not detected Fuzzing 🟢 10 project is fuzzed Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 Packaging 🟢 10 packaging workflow detected SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/nn-builder	0.0.12	⚠️ 1.7	Details Check Score Reason Packaging ⚠️ -1 packaging workflow not detected Maintained ⚠️ 0 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 Code-Review ⚠️ 0 Found 0/30 approved changesets -- score normalized to 0 Binary-Artifacts 🟢 10 no binaries found in the repo Token-Permissions ⚠️ -1 No tokens found Dangerous-Workflow ⚠️ -1 no workflows found SAST ⚠️ 0 no SAST tool detected CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Pinned-Dependencies ⚠️ -1 no dependencies found Security-Policy ⚠️ 0 security policy file not detected License 🟢 10 license file detected Fuzzing ⚠️ 0 project is not fuzzed Signed-Releases ⚠️ -1 no releases found Branch-Protection ⚠️ 0 branch protection not enabled on development/release branches Vulnerabilities ⚠️ 0 400 existing vulnerabilities detected
pip/numpy	1.26.4	🟢 7.2	Details Check Score Reason Dependency-Update-Tool 🟢 10 update tool detected Code-Review 🟢 10 all changesets reviewed Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Maintained 🟢 10 30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10 Packaging ⚠️ -1 packaging workflow not detected Token-Permissions 🟢 9 detected GitHub workflow tokens with excessive permissions Binary-Artifacts 🟢 10 no binaries found in the repo CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Pinned-Dependencies 🟢 3 dependency not pinned by hash detected -- score normalized to 3 Signed-Releases ⚠️ 0 Project has not signed or included provenance with any releases. Vulnerabilities ⚠️ 0 24 existing vulnerabilities detected SAST 🟢 10 SAST tool is run on all commits Fuzzing 🟢 10 project is fuzzed Branch-Protection 🟢 3 branch protection is not maximal on development and all release branches License 🟢 9 license file detected Security-Policy 🟢 9 security policy file detected CI-Tests 🟢 10 20 out of 20 merged PRs checked by a CI test -- score normalized to 10 Contributors 🟢 10 project has 95 contributing companies or organizations
pip/packaging	24.2	🟢 7.6	Details Check Score Reason Security-Policy 🟢 9 security policy file detected Maintained 🟢 10 4 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10 Packaging ⚠️ -1 packaging workflow not detected Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Binary-Artifacts 🟢 4 binaries present in source code Code-Review 🟢 8 Found 20/24 approved changesets -- score normalized to 8 CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions Pinned-Dependencies 🟢 10 all dependencies are pinned Fuzzing 🟢 10 project is fuzzed License 🟢 9 license file detected Signed-Releases ⚠️ -1 no releases found Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Vulnerabilities 🟢 9 1 existing vulnerabilities detected SAST 🟢 10 SAST tool is run on all commits
pip/pandas	2.2.3	🟢 6.4	Details Check Score Reason Binary-Artifacts 🟢 10 no binaries found in the repo Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration CI-Tests 🟢 10 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 CII-Best-Practices ⚠️ 0 no badge detected Code-Review 🟢 8 25 out of last 30 changesets reviewed before merge -- score normalized to 8 Contributors 🟢 10 47 different organizations found -- score normalized to 10 Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Dependency-Update-Tool ⚠️ 0 no update tool detected Fuzzing 🟢 10 project is fuzzed with [OSSFuzz] License 🟢 10 license file detected Maintained 🟢 10 30 commit(s) out of 30 and 21 issue activity out of 30 found in the last 90 days -- score normalized to 10 Packaging ⚠️ -1 no published package detected Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 SAST 🟢 7 SAST tool detected but not run on all commmits Security-Policy 🟢 10 security policy file detected Signed-Releases ⚠️ 0 0 out of 5 artifacts are signed or have provenance Token-Permissions ⚠️ 0 non read-only tokens detected in GitHub workflows Vulnerabilities 🟢 10 no vulnerabilities detected
pip/pillow	11.2.1	🟢 6.9	Details Check Score Reason Code-Review 🟢 10 all changesets reviewed Security-Policy 🟢 10 security policy file detected Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Maintained 🟢 10 30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10 Token-Permissions 🟢 10 GitHub workflow tokens follow principle of least privilege Binary-Artifacts 🟢 10 no binaries found in the repo License 🟢 9 license file detected CII-Best-Practices 🟢 5 badge detected: Passing Signed-Releases ⚠️ -1 no releases found Fuzzing 🟢 10 project is fuzzed Packaging 🟢 10 packaging workflow detected Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 Vulnerabilities ⚠️ 0 13 existing vulnerabilities detected SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0 Branch-Protection ⚠️ 0 branch protection not enabled on development/release branches
pip/pyparsing	3.2.3	🟢 6.6	Details Check Score Reason Token-Permissions 🟢 10 GitHub workflow tokens follow principle of least privilege Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Maintained 🟢 10 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10 Security-Policy 🟢 10 security policy file detected Code-Review ⚠️ 0 Found 0/30 approved changesets -- score normalized to 0 Packaging ⚠️ -1 packaging workflow not detected SAST ⚠️ 0 no SAST tool detected Binary-Artifacts 🟢 10 no binaries found in the repo CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 License 🟢 10 license file detected Fuzzing 🟢 10 project is fuzzed Vulnerabilities 🟢 10 0 existing vulnerabilities detected Signed-Releases ⚠️ 0 Project has not signed or included provenance with any releases. Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration
pip/python-dateutil	2.9.0.post0	🟢 5.6	Details Check Score Reason Code-Review 🟢 5 Found 7/13 approved changesets -- score normalized to 5 Packaging ⚠️ -1 packaging workflow not detected Maintained 🟢 4 3 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 4 Binary-Artifacts 🟢 10 no binaries found in the repo Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Security-Policy ⚠️ 0 security policy file not detected Fuzzing 🟢 10 project is fuzzed License 🟢 9 license file detected Vulnerabilities 🟢 10 0 existing vulnerabilities detected Signed-Releases 🟢 8 2 out of the last 2 releases have a total of 2 signed artifacts. Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/pytz	2025.2	🟢 5.2	Details Check Score Reason Code-Review ⚠️ 1 Found 3/25 approved changesets -- score normalized to 1 Security-Policy 🟢 9 security policy file detected Maintained 🟢 7 6 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 7 CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Binary-Artifacts 🟢 10 no binaries found in the repo Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions License 🟢 10 license file detected Vulnerabilities 🟢 10 0 existing vulnerabilities detected Fuzzing 🟢 10 project is fuzzed Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 Signed-Releases ⚠️ 0 Project has not signed or included provenance with any releases. Packaging 🟢 10 packaging workflow detected Branch-Protection ⚠️ 0 branch protection not enabled on development/release branches SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/scikit-learn	1.6.1	🟢 9.5	Details Check Score Reason Token-Permissions ⚠️ -1 No tokens found Code-Review 🟢 10 all changesets reviewed Maintained 🟢 10 30 commit(s) and 21 issue activity found in the last 90 days -- score normalized to 10 Packaging ⚠️ -1 packaging workflow not detected Security-Policy 🟢 10 security policy file detected Dangerous-Workflow ⚠️ -1 no workflows found CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected License 🟢 10 license file detected Binary-Artifacts 🟢 10 no binaries found in the repo Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Vulnerabilities 🟢 10 0 existing vulnerabilities detected Signed-Releases ⚠️ -1 no releases found Pinned-Dependencies ⚠️ -1 no dependencies found Fuzzing 🟢 10 project is fuzzed SAST 🟢 10 SAST tool is run on all commits
pip/scipy	1.13.1	🟢 5.5	Details Check Score Reason Code-Review 🟢 7 Found 10/13 approved changesets -- score normalized to 7 Packaging ⚠️ -1 packaging workflow not detected Token-Permissions ⚠️ -1 No tokens found Maintained 🟢 10 30 commit(s) and 19 issue activity found in the last 90 days -- score normalized to 10 Dangerous-Workflow ⚠️ -1 no workflows found CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected License 🟢 10 license file detected Binary-Artifacts 🟢 10 no binaries found in the repo Security-Policy 🟢 9 security policy file detected Signed-Releases ⚠️ 0 Project has not signed or included provenance with any releases. Branch-Protection ⚠️ -1 internal error: error during GetBranch(maintenance/1.11.x): error during branchesHandler.query: internal error: githubv4.Query: Resource not accessible by integration Fuzzing 🟢 10 project is fuzzed Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 Vulnerabilities 🟢 3 7 existing vulnerabilities detected SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/seaborn	0.13.2	🟢 5.9	Details Check Score Reason Security-Policy 🟢 10 security policy file detected Packaging ⚠️ -1 packaging workflow not detected Maintained 🟢 10 4 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10 Token-Permissions 🟢 10 GitHub workflow tokens follow principle of least privilege Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Code-Review 🟢 3 Found 11/29 approved changesets -- score normalized to 3 CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Binary-Artifacts 🟢 10 no binaries found in the repo License 🟢 10 license file detected Vulnerabilities 🟢 10 0 existing vulnerabilities detected Pinned-Dependencies ⚠️ 2 dependency not pinned by hash detected -- score normalized to 2 Fuzzing ⚠️ 0 project is not fuzzed Signed-Releases ⚠️ 0 Project has not signed or included provenance with any releases. Branch-Protection ⚠️ 0 branch protection not enabled on development/release branches SAST ⚠️ 2 SAST tool is not run on all commits -- score normalized to 2
pip/simpy	4.1.1	Unknown	Unknown
pip/six	1.17.0	🟢 4.3	Details Check Score Reason Code-Review 🟢 3 Found 9/30 approved changesets -- score normalized to 3 Packaging ⚠️ -1 packaging workflow not detected Binary-Artifacts 🟢 10 no binaries found in the repo Maintained ⚠️ 0 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Security-Policy ⚠️ 0 security policy file not detected Fuzzing 🟢 10 project is fuzzed Vulnerabilities 🟢 10 0 existing vulnerabilities detected License 🟢 10 license file detected Signed-Releases ⚠️ -1 no releases found Branch-Protection ⚠️ 0 branch protection not enabled on development/release branches SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/sympy	1.13.3	🟢 3.9	Details Check Score Reason Code-Review 🟢 10 all changesets reviewed Maintained 🟢 10 30 commit(s) and 16 issue activity found in the last 90 days -- score normalized to 10 Dangerous-Workflow ⚠️ 0 dangerous workflow patterns detected CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions Binary-Artifacts 🟢 10 no binaries found in the repo License 🟢 9 license file detected Signed-Releases ⚠️ 0 Project has not signed or included provenance with any releases. Security-Policy ⚠️ 0 security policy file not detected Branch-Protection 🟢 3 branch protection is not maximal on development and all release branches Vulnerabilities 🟢 6 4 existing vulnerabilities detected Packaging 🟢 10 packaging workflow detected Fuzzing ⚠️ 0 project is not fuzzed Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/threadpoolctl	3.6.0	🟢 4.2	Details Check Score Reason Maintained 🟢 10 15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Code-Review ⚠️ 2 Found 8/30 approved changesets -- score normalized to 2 Binary-Artifacts 🟢 10 no binaries found in the repo Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Security-Policy ⚠️ 0 security policy file not detected License 🟢 10 license file detected Fuzzing ⚠️ 0 project is not fuzzed Signed-Releases ⚠️ 0 Project has not signed or included provenance with any releases. Branch-Protection ⚠️ 0 branch protection not enabled on development/release branches Packaging 🟢 10 packaging workflow detected Vulnerabilities 🟢 7 3 existing vulnerabilities detected SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/torch	2.2.2	🟢 6.4	Details Check Score Reason Binary-Artifacts 🟢 9 binaries present in source code Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration CI-Tests ⚠️ -1 no pull request found CII-Best-Practices ⚠️ 0 no badge detected Code-Review 🟢 10 all last 30 commits are reviewed through Prow Contributors 🟢 10 35 different organizations found -- score normalized to 10 Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Dependency-Update-Tool ⚠️ 0 no update tool detected Fuzzing ⚠️ 0 project is not fuzzed License 🟢 10 license file detected Maintained 🟢 10 30 commit(s) out of 30 and 15 issue activity out of 30 found in the last 90 days -- score normalized to 10 Packaging ⚠️ -1 no published package detected Pinned-Dependencies ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration SAST ⚠️ 0 no SAST tool detected Security-Policy 🟢 10 security policy file detected Signed-Releases ⚠️ 0 0 out of 5 artifacts are signed -- score normalized to 0 Token-Permissions ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Vulnerabilities 🟢 10 no vulnerabilities detected Webhooks ⚠️ -1 check is not supported for this request: SCORECARD_V6 is not set, not running the Webhook check
pip/typing-extensions	4.13.2	🟢 6.6	Details Check Score Reason Token-Permissions 🟢 10 GitHub workflow tokens follow principle of least privilege Maintained 🟢 10 23 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10 Code-Review 🟢 8 Found 26/30 approved changesets -- score normalized to 8 Packaging ⚠️ -1 packaging workflow not detected Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Binary-Artifacts 🟢 10 no binaries found in the repo Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 License 🟢 9 license file detected Fuzzing ⚠️ 0 project is not fuzzed Signed-Releases ⚠️ -1 no releases found Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Security-Policy 🟢 10 security policy file detected Vulnerabilities 🟢 3 7 existing vulnerabilities detected SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/tzdata	2025.2	🟢 5.4	Details Check Score Reason Code-Review ⚠️ 1 Found 2/18 approved changesets -- score normalized to 1 Maintained 🟢 8 8 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 8 Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Packaging ⚠️ -1 packaging workflow not detected Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Binary-Artifacts 🟢 10 no binaries found in the repo Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 Fuzzing ⚠️ 0 project is not fuzzed License 🟢 9 license file detected Vulnerabilities 🟢 10 0 existing vulnerabilities detected Signed-Releases ⚠️ -1 no releases found Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Security-Policy 🟢 10 security policy file detected SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/zipp	3.21.0	🟢 6.1	Details Check Score Reason Security-Policy 🟢 10 security policy file detected Binary-Artifacts 🟢 10 no binaries found in the repo Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Code-Review ⚠️ 0 Found 1/29 approved changesets -- score normalized to 0 Maintained 🟢 5 6 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5 Token-Permissions 🟢 10 GitHub workflow tokens follow principle of least privilege Packaging ⚠️ -1 packaging workflow not detected Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Fuzzing 🟢 10 project is fuzzed License 🟢 10 license file detected Vulnerabilities 🟢 10 0 existing vulnerabilities detected Signed-Releases ⚠️ -1 no releases found Branch-Protection ⚠️ 0 branch protection not enabled on development/release branches SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0

Scanned Files

• poetry.lock
• requirements.uv.txt