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