Top Python Libraries

Top Python Libraries

Pebble: A Powerful Tool for Python Multithreading and Multiprocessing

Simplify Python multithreading & multiprocessing with Pebble! Enjoy a clean API, async support, error handling, timeouts & process pools for high-performance apps.

Meng Li's avatar
Meng Li
Jan 04, 2025
∙ Paid
Python Multiprocessing Example | CodeFlex

Pebble is a powerful Python library designed to simplify multithreading and multiprocessing programming. It provides a clean and easy-to-use API, enabling developers to effortlessly manage threads and processes while handling potential errors and timeouts. This makes it possible to build high-performance, responsive applications.


1. Core Features of Pebble

Pebble's core strength lies in its ability to manage threads and processes. It significantly enhances parallel processing capabilities without compromising code readability or usability. Its main advantages include:

Simplified Thread and Process Creation

Pebble offers the @concurrent.thread and @concurrent.process decorators, allowing developers to seamlessly transform standard Python functions into tasks running in separate threads or processes. This eliminates the need to work directly with low-level thread or process APIs, reducing programming complexity.

This post is for paid subscribers

Already a paid subscriber? Sign in
© 2025 Meng Li
Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture