How do you measure the performance of Python code?
Performance and profiling
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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