Metadata-Version: 2.4
Name: qpool
Version: 0.5.1
Summary: Trait based multiprocessing with queues
Requires-Python: >=3.11.11
Requires-Dist: aiohttp>=3.11.11
Requires-Dist: certifi>=2025.1.31
Requires-Dist: line-profiler>=5.0.0
Requires-Dist: matplotlib>=3.10.5
Requires-Dist: msgpack>=1.1.1
Requires-Dist: pydantic-partial>=0.6.0
Requires-Dist: pydantic>=2.9.1
Requires-Dist: python-dotenv>=1.0.1
Requires-Dist: rich<14.0,>=13.0
Requires-Dist: uvloop>=0.21.0
Requires-Dist: wombat-utils>=0.2.4
Description-Content-Type: text/markdown

# QPool

## Description

Multiprocessing with Process Pools implemented using Processes and Shared Memory objects.

- Built in progress bar.
- Traits for rate-limiting, exponential backoff and retry, logging, and more.
- Graceful shutdown by default (CTRL+C 2x, will kill immediately).- Allows re-use of pool after join, cutting down on process spawning time.

# Debugging Tips
- If hanging, investigate stop_workers, specifically the point of joining the processes, unclosed queues and resources can prevent process closure.

