📈 line_profiler
line_profiler is an 3rd party tool that goes into more detail than cProfile, by showing how much time is spent on each line of your code.
Usage Example
Install it with: pip install line_profiler, and then run:
from line_profiler import LineProfiler
def do_some_operations():
[x**2 for x in range(10000)] # Example operation
if __name__ == '__main__':
lp = LineProfiler()
lp_wrapper = lp(do_some_operations)
lp_wrapper()
lp.print_stats()
This code snippet wraps the function to profile, and then prints the statistics to the terminal.