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[current performance]

When setting up multiple workers in main.py to enable the server to support multi-threading, most of the current project functions can run normally, but logs will not be recorded, and the console prompts that the corresponding log file is occupied

[solution]

Update the native single-threaded library to a library that supports multi-threaded logging, so that it supports concurrent logging without affecting any original functions.

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Summary of Changes

Hello @anfreshman, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request addresses a critical bug preventing log recording when the application operates in a multi-threaded mode. By integrating a specialized concurrent logging library, the system can now handle log writes from multiple workers simultaneously without encountering file access conflicts, thereby ensuring robust logging functionality across all operational modes.

Highlights

  • Multi-threaded Logging Fix: The pull request resolves an issue where logs were not being recorded in multi-threaded environments due to file occupation, by switching to a thread-safe logging handler.
  • Dependency Update: The concurrent-log-handler library has been introduced as a new dependency to facilitate concurrent logging without conflicts.
  • Logging Handler Replacement: The standard logging.handlers.RotatingFileHandler has been replaced with concurrent_log_handler.ConcurrentRotatingFileHandler in the logging configuration.
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Code Review

This pull request effectively resolves the issue of logging in a multi-threaded environment by substituting the standard RotatingFileHandler with ConcurrentRotatingFileHandler. This change is well-implemented, using an import alias to make it a seamless drop-in replacement. I have one suggestion regarding dependency management in requirements.txt to enhance build reproducibility. Overall, this is a great fix.

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