How can I measure the performance of my Python code?

How can I measure the performance of my Python code?

You can use the time module to measure execution time or the cProfile module for more detailed profiling.

Can you show me an example using cProfile?

Sure! Here's a simple example:

import cProfile

def my_function():
    # Your code here
    pass

cProfile.run('my_function()')

What if I want to visualize the profiling results?

You can use the snakeviz package to visualize the results. Just install it and run snakeviz output.prof after profiling.

Are there any other tools for performance measurement?

Yes, tools like line_profiler and memory_profiler can help you analyze line-by-line performance and memory usage.