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Description
Enhance the DataProcessor class located in src/ragbuilder/data_processor.py to improve error handling and optimize efficiency. The following changes will be made:
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Add Error Handling:
- Implement
try-exceptblocks to catch errors in file reading, URL processing, and directory processing. - Log error messages using the
loggerfor better traceability and debugging.
- Implement
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Optimize File and Directory Handling:
- Simplify file and directory path operations.
- Use built-in Python utilities for more robust file handling.
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Improve Multiprocessing Usage:
- Refine the use of
multiprocessing.Poolto reduce overhead and enhance progress tracking.
- Refine the use of
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Logging Enhancements:
- Add detailed logging at various steps to provide insights into the data processing workflow.
Assign this issue to me to start working on these improvements.
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