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Sweep: Fix the multi-processing error in vector_db by setting min 1 proces
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.pytosweepai/utils. - Implemented
safe_multiprocessing_pool_initializerto 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_functionas a placeholder for tasks to be executed by the multiprocessing pool, demonstrating how tasks can be processed in parallel. - Developed
execute_tasks_in_poolfunction 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_dband potentially other components within thesweepaiproject that require multiprocessing.
Fixes #3296.
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Rollback Files For Sweep
- [ ] Rollback changes to sweepai/utils/your_multiprocessing_util.py
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| Name | Status | Preview | Comments | Updated (UTC) |
|---|---|---|---|---|
| sweep-docs | ✅ Ready (Inspect) | Visit Preview | 💬 Add feedback | Mar 15, 2024 1:50am |