SmartMultiprocessing
A drop-in replacement for Python's multiprocessing library with many extra features, including: memory management, smart task scheduling, a pause button, a GUI, and more.
SmartMultiprocessing is ideal for use cases beyond typical multiprocessing use, like:
- Running code where memory usage is different depending on input values
- Benchmarking experimental code where memory usage is not well understood
- Running code on a machine where it's important to be able to pause execution/change thread and memory use on the fly
- Being able to monitor the performance of code without having to write your own monitoring library from scratch
SmartMultiprocessing is in active development!
This project is a spin-out from code that @emilyhunt wrote during her PhD. It's currently in alpha / active development - check back here soon for the first production-ready versions!
1 maintainer
Metadata
1 maintainer
Release files for smartmultiprocessing 0.0.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| smartmultiprocessing-0.0.1.tar.gz | 18.3 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| smartmultiprocessing-0.0.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 35.8 kB
Release files / smartmultiprocessing-0.0.1.tar.gz
| Download URL | smartmultiprocessing-0.0.1.tar.gz |
|---|---|
| Size | 18.3 kB |
| Tags | Source |
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Release files / smartmultiprocessing-0.0.1-py3-none-any.whl
| Download URL | smartmultiprocessing-0.0.1-py3-none-any.whl |
|---|---|
| Size | 17.4 kB |
| Tags | Python 3 |
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