Writing Faster Python 3 - presented by Sebastian Witowski

EuroPython 2022 - Writing Faster Python 3 - presented by Sebastian Witowski
[The Auditorium on 2022-07-14]
Did you know that Python preallocates integers from -5 to 257? Reusing them 1000 times, instead of allocating memory for a bigger integer, can save you a couple milliseconds of code’s execution time. If you want to learn more about this kind of optimizations then, … well, probably this presentation is not for you :) Instead of going into such small details, I will talk about more “sane” ideas for writing faster code.
After a brief overview of different levels of optimization and how they work in Python, I will show you simple and fast ways of measuring the execution time of your code and finally, discuss examples of how some code structures could be improved.
You will see:
The fastest way of removing duplicates from a list
How much faster your code is when you reuse the built-in functions instead of trying to reinvent the wheel
What is faster than the “for loop”
If the lookup is faster in a list or a set
When it’s better to beg for forgiveness than to ask for permission
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