How can I use the advanced memory profiler in Python?

How can I use the advanced memory profiler in Python?

You can use the advanced memory profiler by installing the memory_profiler package and using the @profile decorator.

What are the benefits of using memory profiling?

Memory profiling helps identify memory leaks, optimize memory usage, and improve the performance of your application.

Can you show me a simple example?

Sure! Here's a basic example:

from memory_profiler import profile

@profile
def my_function():
    a = [1] * (10 ** 6)
    b = [2] * (2 * 10 ** 7)
    del b
    return a

my_function()

How do I interpret the output from the profiler?

The output shows memory usage line by line, indicating how much memory was allocated and freed at each step.