What are some effective performance profiling tools for Python?
An example of an AI chatbot conversation about Python performance profiling tools.
What are some effective performance profiling tools for Python?
There are several great tools for profiling Python performance, including cProfile, Py-Spy, and line_profiler. Would you like to know more about any specific tool?
Can you explain how cProfile works?
cProfile is a built-in Python module that provides a way to measure where time is being spent in your code. It collects statistics on function calls, which can help identify bottlenecks.
How do I install Py-Spy?
You can install Py-Spy using pip. Just run pip install py-spy in your terminal. It's a great tool for profiling running Python programs without modifying the code.
What are the advantages of using line_profiler?
line_profiler allows you to see the time spent on each individual line of code, which is useful for pinpointing slow lines in your functions.
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