How we are making CPython faster. Past, present and future.
30 min

How we are making CPython faster. Past, present and future.

PyCon - PyCon US 2023
Mark Shannon
cpython performance optimization python interpreter programming-languages compiler runtime
Quicksort, Timsort, Powersort - Algorithmic ideas, engineering tricks, and trivia behind CPython's new sorting algorithm
30 min

Quicksort, Timsort, Powersort - Algorithmic ideas, engineering tricks, and trivia behind CPython's new sorting algorithm

PyCon - PyCon US 2023
Sebastian Wild
python cpython algorithms sorting timsort quicksort powersort performance optimization mergesort
Trying No GIL on Scientific Programming
30 min

Trying No GIL on Scientific Programming

PyCon - PyCon US 2023
Cheuk Ting Ho
python gil scientific-programming data-science performance multithreading cpu-bound sam-gross cpython pca clustering scikit-learn pandas
Inside CPython 3.11's New Specializing, Adaptive Interpreter
24 min

Inside CPython 3.11's New Specializing, Adaptive Interpreter

PyCon - PyCon US 2023
Brandt Bucher
python cpython interpreter performance-optimization adaptive-interpreter specialization programming-languages compiler-internals python-3.11 developer-tooling
Python & Bloomberg: An Open Source Duo
58 min

Python & Bloomberg: An Open Source Duo

PyCon - PyCon US 2023
Pradyun Gedam Bernat Gabor Laszlo Kiss Kollar Mario Corchero Matt Wozniski Pablo Galindo Salgado
python open-source bloomberg packaging pip cpython performance profiling memory-profiler developer-tooling troubleshooting biostack