Created
August 10, 2023 07:20
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Python Itertools experiments
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from itertools import accumulate | |
from timeit import default_timer as timer | |
if __name__ == "__main__": | |
custom_accumulate_start = timer() | |
myList = range(0, 10000, 2) | |
myTotal = 0 | |
myAccumulation = list() | |
for myItem in myList: | |
myTotal += int(myItem) | |
myAccumulation.append(myTotal) | |
custom_accumulate_end = timer() | |
itertools_accumulate_start = timer() | |
iterAccumulation = list(accumulate(myList)) | |
itertools_accumulate_end = timer() | |
custom_accumulate_duration = custom_accumulate_end-custom_accumulate_start | |
itertools_accumulate_duration = itertools_accumulate_end-itertools_accumulate_start | |
difference = (itertools_accumulate_duration - custom_accumulate_duration) | |
improvement = (difference/itertools_accumulate_duration) * 100 | |
assert myAccumulation == iterAccumulation | |
print(f'custom accumulation result in {custom_accumulate_duration} seconds') | |
print(f'itertools accumulation result in {itertools_accumulate_duration} seconds') | |
print(f'{(difference/itertools_accumulate_duration) * 100}') | |
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