list_tuple_set_frozenset_benchmark.py

import sys
import timeit

NUMBER_OF_TESTS = 10_000
RANGE_SIZE = 100_000

list_test = timeit.timeit(f'{RANGE_SIZE - 1} in x', setup=f'x = list(range({RANGE_SIZE}))', number=NUMBER_OF_TESTS)
tuple_test = timeit.timeit(f'{RANGE_SIZE - 1} in x', setup=f'x = tuple(range({RANGE_SIZE}))', number=NUMBER_OF_TESTS)
set_test = timeit.timeit(f'{RANGE_SIZE - 1} in x', setup=f'x = set(range({RANGE_SIZE}))', number=NUMBER_OF_TESTS)
frozenset_test = timeit.timeit(f'{RANGE_SIZE - 1} in x', setup=f'x = frozenset(range({RANGE_SIZE}))', number=NUMBER_OF_TESTS)

print('time benchmark (Lower is better)')
print(f'List:  {list_test:.4f}s')
print(f'Tuple: {tuple_test:.4f}s')
print(f'Set:   {set_test:.4f}s')
print(f'FrozenSet: {frozenset_test:.4f}s')

print('\nmemory benchmark (Lower is better)')
data_range = range(RANGE_SIZE)
x_list = list(data_range)
x_tuple = tuple(data_range)
x_set = set(data_range)
x_frozenset = frozenset(data_range)

print(f'List:      {sys.getsizeof(x_list)} bytes')
print(f'Tuple:     {sys.getsizeof(x_tuple)} bytes')
print(f'Set:       {sys.getsizeof(x_set)} bytes')
print(f'FrozenSet: {sys.getsizeof(x_frozenset)} bytes')