[Python] 반복문 속도 비교 (for vs numba)

코드

import time
from numba import jit

@jit(nopython=True)
def function_numba():

    numba_data_list = []

    for i in range(0, 100000000):
        numba_data_list.append(i)

for_data_list   = []

for_time_list   = []
numba_time_list = []

for i in range(10):

    start_time = time.time()

    for j in range(0, 100000000):

        for_data_list.append(j)

    end_time = time.time()

    for_time_list.append(round(end_time - start_time, 2))

    start_time = time.time()

    function_numba()

    end_time = time.time()

    numba_time_list.append(round(end_time - start_time, 2))

print(f'for   : {round(sum(for_time_list) / 10, 2)}s')
print(f'numba : {round(sum(numba_time_list) / 10, 2)}s')