Python Profiling: Find Slow Code with cProfile and py-spy
Python profiling is how you find the slow parts of your code with evidence instead of a hunch. This guide shows you the three tools that matter, cProfile for the big picture, timeit for tiny measurements, and py-spy for a program that is already running, then walks you through reading a flame graph and fixing the hotspots for a real, measured speedup. “Measure. Do not tune for speed until you have measured, and even then do not unless one part ... Read More
