Python Concurrency and Parallelism by Dev Activity

9.6

10.0

Ray

8.5

7.1

gevent

8.4

0.0

Faust

5.4

4.8

eventlet

5.4

0.0

Wallaroo

2.3

6.3

Thespian Actor Library

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

8.5 7.1 L4 Python

Coroutine-based concurrency library for Python

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Faust

8.4 0.0 Python

Python Stream Processing
eventlet

5.4 4.8 L3 Python

Concurrent networking library for Python
Wallaroo

5.4 0.0 Pony

Distributed Stream Processing
Thespian Actor Library

2.3 6.3 Python

Python Actor concurrency library
deco

5.2 2.6 L5 Python

Decorated Concurrency
Tomorrow

5.4 0.0 L5 Python

Magic decorator syntax for asynchronous code in Python
pyeventbus

0.9 0.0 Python

Python Eventbus
pipelines

2.9 0.0 Nim

An experimental programming language for data flow
aiochan

1.9 0.0 Python

CSP-style concurrency for Python
SCOOP (Scalable COncurrent Operations in Python)

3.9 0.0 Python

SCOOP (Scalable COncurrent Operations in Python)
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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