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TL;DR

py-spy

A sampling profiler for Python programs. More information: https://github.com/benfred/py-spy.

  • Show a live view of the functions that take the most execution time of a running process:

py-spy top --pid pid

  • Start a program and show a live view of the functions that take the most execution time:

py-spy top -- python path/to/file.py

  • Produce an SVG flame graph of the function call execution time:

py-spy record -o path/to/profile.svg --pid pid

  • Dump the call stack of a running process:

py-spy dump --pid pid

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