A clear and concise description of what this pull request does.
Please delete options that are not relevant.
- Bug fix (non-breaking change which fixes an issue)
- New feature (non-breaking change which adds functionality)
- Breaking change (fix or feature that would cause existing functionality to not work as expected)
- Documentation update
- Performance improvement
- Code refactoring
- Test addition or update
- CI/CD improvement
- Other (please describe)
Closes #[issue number]
Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce.
- Unit tests pass
- Integration tests pass
- Manual testing completed
- All existing tests still pass
- OS: [e.g. macOS 12.0, Windows 10, Ubuntu 20.04]
- Python Version: [e.g. 3.8.10]
- Dependencies: [List any new or updated dependencies]
Before submitting this pull request, please make sure:
- My code follows the style guidelines of this project
- I have performed a self-review of my own code
- I have commented my code, particularly in hard-to-understand areas
- I have made corresponding changes to the documentation
- My changes generate no new warnings
- I have added tests that prove my fix is effective or that my feature works
- New and existing unit tests pass locally with my changes
- Any dependent changes have been merged and published in downstream modules
- I have updated the version number if appropriate
- I have added/updated any relevant documentation
If this PR introduces breaking changes, please describe them and provide migration instructions.
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Add any other context about the pull request here.
- No performance impact
- Performance improvement
- Performance regression (please explain)
- No security implications
- Security improvement
- Potential security concern (please explain)
- No new dependencies added
- New dependencies added (please list them)
- Dependencies updated (please list them)
- Code follows project conventions
- Code is well-documented
- Code is testable
- Code is maintainable
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