Fixes #1559
Fixes #1559
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PR Type: Enhancement
PR Summary: This pull request introduces several enhancements to the MixUp augmentation in the albumentations library. It modifies the handling of reference data and the return type of the read function to allow for more flexibility in the types of data that can be used for mixing. Additionally, it includes changes to the behavior when no reference data is provided and updates the return structure of the get_params method. The PR also extends test coverage to include new scenarios and ensure the robustness of these enhancements.
Decision: Comment
📝 Type: 'Enhancement' - not supported yet.
- Sourcery currently only approves 'Typo fix' PRs.
✅ Issue addressed: this change correctly addresses the issue or implements the desired feature.
No details provided.
✅ Small diff: the diff is small enough to approve with confidence.
No details provided.
General suggestions:
- Given the broadening of types accepted by
reference_dataand the return type ofread_fn, it's crucial to ensure that the code is resilient to various data types and structures. Consider adding more comprehensive type checks or validations within the implementation to prevent runtime errors. - The PR could benefit from more detailed documentation or comments explaining the rationale behind allowing a wider range of types for
reference_dataand the implications of these changes on the augmentation's behavior. - It's important to ensure that the new test cases cover not only positive scenarios but also edge cases and potential error conditions. This will help in maintaining the robustness of the feature.
- Review the PR title and description to ensure they accurately reflect the scope and impact of the changes. A more descriptive title and a detailed description can improve the clarity of the changes for reviewers and future maintainers.
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