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Update eval_quality.py #454

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Update eval_quality.py #454

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Yash-2707
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Add error handling and logging
Improve code organization with classes
Add docstrings for better documentation
Implement unit tests

Add error handling and logging
Improve code organization with classes
Add docstrings for better documentation
Implement unit tests
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