Measure the time that the specific python code/function takes and see the results element by element

python_speed_profiler.py

# Profiler
# cumulative time -- time in function + calls to other functions
# total time -- time only in function without calls to other funs
import cProfile
import pstats
import io
def print_c_profiler(pr, lines_to_print=25):
    """ 
    Create the speed profile of the arbitrary code.
    Example usage:
    --------
    pr = cProfile.Profile()
    pr.enable()
    [1*i for i in range(1000000)]
    pr.disable()
    print_c_profile(pr)
    """
    s = io.StringIO()
    stats = pstats.Stats(pr, stream=s).sort_stats('cumulative')
    stats.print_stats(lines_to_print)
    print(s.getvalue())
    s = io.StringIO()
    stats = pstats.Stats(pr, stream=s).sort_stats('tottime')
    stats.print_stats(lines_to_print)
    print(s.getvalue())