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Description

A clear and concise description of what this pull request does.

Type of Change

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)

Related Issue

Closes #[issue number]

Testing

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

Test Environment

  • 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]

Checklist

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

Breaking Changes

If this PR introduces breaking changes, please describe them and provide migration instructions.

Screenshots

If applicable, add screenshots to help explain your changes.

Additional Notes

Add any other context about the pull request here.

Performance Impact

  • No performance impact
  • Performance improvement
  • Performance regression (please explain)

Security Considerations

  • No security implications
  • Security improvement
  • Potential security concern (please explain)

Dependencies

  • No new dependencies added
  • New dependencies added (please list them)
  • Dependencies updated (please list them)

Code Quality

  • Code follows project conventions
  • Code is well-documented
  • Code is testable
  • Code is maintainable

Reviewers

Please tag appropriate reviewers for this change.

Labels

Please add appropriate labels for this PR (e.g., bug, feature, documentation, enhancement).


Note: Please ensure all CI checks pass before requesting review.