Python에서 얼마나 많은 빠른 반복 방법을 알고 있습니까?

def while_loop(n=100_000_000):
i = 0
s = 0
while i < n:
s += i
i += 1
return s

def for_loop(n=100_000_000):
s = 0
for i in range(n):
s += i
return s

def sum_range(n=100_000_000):
return sum(range(n))

def sum_generator(n=100_000_000):
return sum(i for i in range(n))

def sum_list_comp(n=100_000_000):
return sum([i for i in range(n)])

import numpy
def sum_numpy(n=100_000_000):
return numpy.sum(numpy.arange(n, dtype=numpy.int64))

import numpy
def sum_numpy_python_range(n=100_000_000):
return numpy.sum(range(n))

import timeit

def main():
l_align = 25
print(f'{"1、while 循环":<{l_align}} {timeit.timeit(while_loop, number=1):.6f}')
print(f"{'2、for 循环':<{l_align}}{timeit.timeit(for_loop, number=1):.6f}")
print(f'{"3、sum range":<{l_align}} {timeit.timeit(sum_range, number=1):.6f}')
print(f'{"4、sum generator":<{l_align}} {timeit.timeit(sum_generator, number=1):.6f}')
print(f'{"5、sum list comprehension":<{l_align}} {timeit.timeit(sum_list_comp, number=1):.6f}')
print(f'{"6、sum numpy":<{l_align}} {timeit.timeit(sum_numpy, number=1):.6f}')
print(f'{"7、sum numpy python range":<{l_align}} {timeit.timeit(sum_numpy_python_range, number=1):.6f}')

if __name__ == '__main__':
main()