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Addressing robustness of Drain.py #119

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Aaryaveerkrishna23
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This PR enhances the log parsing functionality by addressing string handling and error resilience. Key improvements include:

  • String Handling: Ensured all inputs and intermediates are explicitly converted to strings, particularly before regex operations, to prevent type-related errors.

  • Robust Exception Handling: Implemented comprehensive exception handling across parsing functions to gracefully capture and report errors without interrupting the processing flow.

  • Malformed Line Processing: Added logic to effectively parse and standardize malformed or incomplete log entries, improving reliability across diverse log data formats.

  • Regex Validation: Reviewed and validated regex patterns to ensure correct formation, preventing syntax-related issues.

  • Enhanced Debugging: Introduced detailed print statements around error-prone areas to facilitate easy identification and debugging of issues.

These changes collectively improve the parser's robustness, ensuring it can handle various inconsistencies and edge cases in log files efficiently.

@zhujiem zhujiem changed the title Update Drain.py Addressing robustness of Drain.py Nov 9, 2024
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zhujiem commented Nov 9, 2024

Thanks for your PR to enhance robustness of Drain. But we hope to keep it to be simple and concise so that it can be run on the given environment.

@zhujiem zhujiem closed this Nov 9, 2024
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