How do I set up line profiler for my Python project?

How do I set up line profiler for my Python project?

To set up line profiler, first install it using pip: pip install line_profiler. Then, you can use the @profile decorator on the functions you want to analyze.

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

Sure! Just add @profile above the function definition. For example:

@profile
def my_function():
    # your code here

What command do I run to see the profiling results?

After running your script, use the command python -m line_profiler your_script.py.lprof to view the results.

Are there any tips for interpreting the results?

Yes! Look for functions with high time percentages and consider optimizing them. Focus on the lines that take the most time.