How do I configure line profiler for my Python project?

How do I configure line profiler for my Python project?

To configure line profiler, first install it using pip: pip install line_profiler. Then, decorate the functions you want to profile with @profile.

Can you show me an example of how to use the @profile decorator?

Sure! Here's a simple example:

@profile
def my_function():
    # Your code here
    pass

After running your script with kernprof -l -v your_script.py, it will show you the profiling results.

What if I want to profile multiple functions?

You can decorate each function you want to profile with @profile. Just make sure to run the script with kernprof to see the results for all decorated functions.

Is there a way to visualize the profiling results?

Yes! You can use tools like snakeviz to visualize the results. Install it with pip install snakeviz and run snakeviz your_script.lprof to open a web interface.