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Sweep: Fix the multi-processing error in vector_db by setting min 1 proces

Open sweep-nightly[bot] opened this issue 1 year ago • 3 comments

Description

This pull request introduces a new utility module your_multiprocessing_util.py within the sweepai/utils directory. It aims to address and fix the multi-processing error encountered in the vector_db by ensuring there is a minimum of one process available for the multiprocessing pool, regardless of the system's CPU count. This change is crucial for systems with a single CPU or configurations where the CPU count might dynamically change or be misreported.

Summary

  • Added a new utility module your_multiprocessing_util.py to sweepai/utils.
  • Implemented safe_multiprocessing_pool_initializer to dynamically determine the number of processes based on the system's CPU count, with a safeguard to ensure at least one process is available.
  • Created task_function as a placeholder for tasks to be executed by the multiprocessing pool, demonstrating how tasks can be processed in parallel.
  • Developed execute_tasks_in_pool function to facilitate the execution of tasks in a multiprocessing pool, utilizing the safe initializer.
  • Included comprehensive unit tests to validate the functionality of the multiprocessing utility, covering scenarios with different CPU counts (0, 1, multiple) and the execution of tasks within the pool.
  • This update ensures robust and error-free parallel processing capabilities for the vector_db and potentially other components within the sweepai project that require multiprocessing.

Fixes #3296.


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sweep-nightly[bot] avatar Mar 15 '24 01:03 sweep-nightly[bot]

Rollback Files For Sweep

  • [ ] Rollback changes to sweepai/utils/your_multiprocessing_util.py

This is an automated message generated by Sweep AI.

sweep-nightly[bot] avatar Mar 15 '24 01:03 sweep-nightly[bot]

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  • [ ] Apply: We should use loguru for error logging. If the log is inside an exception, use logger.exception to add tracebacks, where logger is imported from loguru. Use f-strings for string formatting in logger calls (e.g. logger.info(f'Hello {name}') instead of logger.info('Hello {name}', name=name)).
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sweep-nightly[bot] avatar Mar 15 '24 01:03 sweep-nightly[bot]

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