AsyncIO‑Cython vs GIL Threading 2× Speed Software Engineering

A single Jupyter notebook can run 1.8× faster using a lightweight async Cython wrapper. Disco

https://techpulse.live/asyncio-cython-vs-gil-threading-2x-speed-software/
#pythongil #asyncio #cython

testing of the simple CPU-bound program that performs a countdown with single thread and two threads in parallel (code in the left). comparison performance between #Python 3.13 with GIL and no-GIL option (processes in the right). #Programming #Python313 #PythonGIL #PythonFreethreading #PythonNoGIL

Python 3.14+ eyes GIL removal! 🐍 This Hacker News discussion dives into the huge implications for C extensions' thread safety, performance, & web service concurrency. Community is cautiously optimistic about the massive effort ahead. #PythonGIL 1/6