Python Concurrency and Parallelism

15 Concurrency and Parallelism packages and projects

• Ray

  9.6 10.0 Python

  An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
  

• gevent

  8.6 8.3 L4 Python

  Coroutine-based concurrency library for Python
  

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• Faust

  8.4 0.5 Python

  Python Stream Processing
  

• Tomorrow

  5.6 0.0 L5 Python

  Magic decorator syntax for asynchronous code in Python

• Wallaroo

  5.4 0.9 Pony

  Distributed Stream Processing
  

• eventlet

  5.4 6.2 L3 Python

  Concurrent networking library for Python
  

• deco

  5.3 3.1 L5 Python

  Decorated Concurrency

• SCOOP (Scalable COncurrent Operations in Python)

  3.8 0.0 Python

  SCOOP (Scalable COncurrent Operations in Python)

• pipelines

  2.9 0.0 Nim

  An experimental programming language for data flow

• Thespian Actor Library

  2.3 7.3 Python

  Python Actor concurrency library

• aiochan

  1.9 0.0 Python

  CSP-style concurrency for Python

• pyeventbus

  0.9 0.0 Python

  Python Eventbus

• concurrent.futures

  -

  (Python standard library) A high-level interface for asynchronously executing callables.

• threading

  -

  (Python standard library) Higher-level threading interface.

• multiprocessing

  -

  (Python standard library) Process-based "threading" interface.

* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest.

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Popular Comparisons

• eventlet
  vs
  gevent
• multiprocessing
  vs
  Ray
• Faust
  vs
  Ray
• gevent
  vs
  multiprocessing
• Ray
  vs
  SCOOP (Scalable COncurrent Operations in Python)

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