Pythonic code vs. Performance ukasz K kol Who am I? Senior - PowerPoint PPT Presentation

Jun 27, 2023 •114 likes •239 views

Pythonic code vs. Performance ukasz K kol Who am I? Senior Python Developer @ STX Next Speaker @ PyCon UK, PySS and local meetups Optimization enthusiast Agenda Introduction Demo! Summary Q&A Introduction

Pythonic code vs. Performance Ł ukasz K ą kol
Who am I? ● Senior Python Developer @ STX Next ● Speaker @ PyCon UK, PySS and local meetups ● Optimization enthusiast
Agenda ● Introduction ● Demo! ● Summary ● Q&A
Introduction
Performance aspects ● CPU time ● Memory ● I/O operations
You can into performance ● Plan ● Measure ● Monitor ● Identify bottlenecks and quick-wins ● Optimize them all! (?)
Profiling tools ● cProfile ● memory_profiler ● sys ● dis
DEMO!
Summary
Summary ● Predict ● Don’t trust presumptions ● Profile everything ● Calculate ROI
Q&A lukasz.kakol@stxnext.pl lukkol.pl/ep2018-performance github.com/lukaszkakol/python-performance goo.gl/gPDTuN

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