Profiling a Python script means measuring its performance and identifying the parts of the code that are taking the most time to execute. This can help you optimize your code and make it run faster. There are several ways to profile a Python script:
1. cProfile: cProfile is a built-in profiling tool in Python that provides detailed information about the time spent executing each function in the script. To use it, you can run your script with the -m cProfile flag:
python -m cProfile myscript.py
pip install line_profilerThen you can annotate the functions you want to profile with the @profile decorator, and run the script with the kernprof command:
kernprof -l myscript.py
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