Async, multithreading and multiprocessing resources

Websites#

• asyncio: a library with too many sharp corners: Common footguns and unexpected behaviors in asyncio.
• AsyncIO: Why I Hate It: Critical look at the design trade-offs and ergonomics of Python’s asyncio.
• GUI commits: Effective Python Async like a PRO 🐍🔀: Practical patterns for writing clean async Python code.
• Limiting concurrency in Python asyncio: the story of async imap_unordered(): Step-by-step walkthrough of bounding concurrent tasks in asyncio.
• Michał Klich: asyncio: real world coroutines: Working with coroutines, error handling, retries, and progress tracking in production.
• Michał Klich: asyncio’s event loop: Under-the-hood explanation of how the asyncio event loop schedules work.
• Python/Django AsyncIO Tutorial with Examples: Introduction to asynchronous programming in Python and Django.
• RealPython: Python’s asyncio: A Hands-On Walkthrough: Comprehensive tutorial on async/await and coroutine patterns in Python.
• RealPython: Speed Up Your Python Program With Concurrency: When to choose asyncio, threading, or multiprocessing in Python.
• SuperFastPython: Asyncio Event Loop in Separate Thread: Running and interacting with an asyncio event loop on a background thread.
• SuperFastPython: Asyncio gather() Limit Concurrency: Using semaphores with asyncio.gather() to cap concurrent execution.
• SuperFastPython: Parallel Nested For-Loops in Python: Patterns for parallelizing nested loops with process pools and queues.
• SuperFastPython: Python Asyncio: 5 Common Asyncio Errors in Python (and how to avoid them): Troubleshooting frequent asyncio mistakes and warnings.
• SuperFastPython: Python Asyncio: The Complete Guide: End-to-end reference guide to Python’s asyncio module.
• The easy way to concurrency and parallelism with Python stdlib: Pragmatic guide to concurrency using Python’s standard library (concurrent.futures).

Books#

• Using Asyncio in Python: Caleb Hattingh’s O’Reilly book on understanding Python’s asynchronous programming features.

Videos#

• Tutorial: Santiago Basulto - Python Concurrency: from beginner to pro: Hands-on video tutorial covering threads, processes, and async in Python.
• YouTube Playlist: import asyncio: Learn Python’s AsyncIO: Łukasz Langa’s deep-dive video series on Python asyncio.