Python Concurrency and Parallelism

15 Concurrency and Parallelism packages and projects

• Ray

  9.5 9.8 Python

  A high-performance distributed execution engine

• gevent

  8.7 8.5 L4 Python

  A coroutine-based Python networking library that uses greenlet.

• Faust

  8.2 9.4 Python

  Python Stream Processing

• Tomorrow

  5.7 3.7 L5 Python

  Magic decorator syntax for asynchronous code.

• deco

  5.6 2.5 L5 Python

  Decorated Concurrency

• Wallaroo

  5.5 9.0 Pony

  Build and scale real-time data applications as easily as writing a Python script

• eventlet

  5.4 2.7 L3 Python

  Asynchronous framework with WSGI support.

• SCOOP (Scalable COncurrent Operations in Python)

  3.8 1.5 Python

  SCOOP (Scalable COncurrent Operations in Python)

• pipelines

  3.0 2.8 Nim

  A compile-to-Python language for writing high-level pipelines

• Thespian Actor Library

  2.4 6.9 Python

  Python Actor concurrency library

• aiochan

  1.9 0.0 Python

  CSP-style concurrency for Python like Clojure library core.async

• pyeventbus

  0.9 0.0 Python

  IN PROGRESS: Python 2.7 Event bus

• multiprocessing

  - -

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

• concurrent.futures

  - -

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

• threading

  - -

  (Python standard library) Higher-level threading interface.

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Popular Comparisons

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

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