core.py

Episode 2 - PEP 703: Removing the GIL


Listen Later

We've read the PEP on making the Global Interpreter Lock optional so you don't have to.


Timestamps


(00:00:00) Intro

(00:00:50) CURRENT STATE OF THINGS

(00:00:58) Reference counting

(00:01:35) Garbage collection

(00:02:33) What is the Global Interpreter Lock?

(00:03:57) The GIL and threading

(00:07:24) Current ways around the GIL

(00:09:26) HISTORICAL ATTEMPTS TO REMOVE THE GIL

(00:09:46) 1999: Greg Stein's attempt at Python 1.6

(00:10:46) Jython doesn't have the GIL

(00:11:19) 2015: Larry Hastings' Gilectomy at Python 3.5

(00:12:34) Pablo says removing the GIL is actually very easy

(00:13:24) Łukasz is skeptical

(00:14:20) 2021: Sam Gross' nogil at Python 3.9

(00:18:22) 2023: PEP 703 for Python 3.13

(00:20:05) PEP 703 IN DETAIL

(00:20:20) Biased Reference Counting

(00:25:19) Other needed speedups: deferred refcounts, immortalization, GC

(00:28:41) mimalloc

(00:34:46) More GC changes

(00:38:20) eval breaker

(00:42:08) Thread-safe standard collections

(00:45:26) Fast paths vs. slow paths

(00:49:47) Reading freed memory with mimalloc is kinda okay?

(00:58:06) Specializations become harder to implement without the GIL

(01:01:27) PEP 703 terms of acceptance

(01:04:08) No free lunch

(01:09:25) It's now or never

(01:11:59) Outro


...more
View all episodesView all episodes
Download on the App Store

core.pyBy Pablo Galindo and Łukasz Langa

  • 5
  • 5
  • 5
  • 5
  • 5

5

17 ratings


More shows like core.py

View all
Economist Podcasts by The Economist

Economist Podcasts

4,196 Listeners

The Changelog: Software Development, Open Source by Changelog Media

The Changelog: Software Development, Open Source

288 Listeners

Talk Python To Me by Michael Kennedy

Talk Python To Me

585 Listeners

Test & Code by Brian Okken

Test & Code

70 Listeners

Soft Skills Engineering by Jamison Dance and Dave Smith

Soft Skills Engineering

284 Listeners

Python Bytes by Michael Kennedy and Brian Okken

Python Bytes

215 Listeners

Data Engineering Podcast by Tobias Macey

Data Engineering Podcast

143 Listeners

Sean Carroll's Mindscape: Science, Society, Philosophy, Culture, Arts, and Ideas by Sean Carroll | Wondery

Sean Carroll's Mindscape: Science, Society, Philosophy, Culture, Arts, and Ideas

4,131 Listeners

Django Chat by William Vincent and Carlton Gibson

Django Chat

75 Listeners

The Stack Overflow Podcast by The Stack Overflow Podcast

The Stack Overflow Podcast

62 Listeners

The Real Python Podcast by Real Python

The Real Python Podcast

140 Listeners

Dwarkesh Podcast by Dwarkesh Patel

Dwarkesh Podcast

456 Listeners

Hard Fork by The New York Times

Hard Fork

5,505 Listeners

Signals and Threads by Jane Street

Signals and Threads

73 Listeners

OpenAI Podcast by OpenAI

OpenAI Podcast

54 Listeners