MemotivaPerformance and profiling

How do you measure the performance of Python code?

Performance and profiling

Audio flashcard · 0:16

Nortren·

How do you measure the performance of Python code?

0:16

For small snippets, use the timeit module or the percent timeit magic in IPython. For full programs, use cProfile to find hot functions, line_profiler for line-level detail, and memory_profiler for memory usage. Always measure before optimizing; intuition about Python performance is often wrong.
docs.python.org