from timeit import timeit def get_set_bits_count_using_brian_kernighans_algorithm(number: int) -> int: """ Count the number of set bits in a 32 bit integer >>> get_set_bits_count_using_brian_kernighans_algorithm(25) 3 >>> get_set_bits_count_using_brian_kernighans_algorithm(37) 3 >>> get_set_bits_count_using_brian_kernighans_algorithm(21) 3 >>> get_set_bits_count_using_brian_kernighans_algorithm(58) 4 >>> get_set_bits_count_using_brian_kernighans_algorithm(0) 0 >>> get_set_bits_count_using_brian_kernighans_algorithm(256) 1 >>> get_set_bits_count_using_brian_kernighans_algorithm(-1) Traceback (most recent call last): ... ValueError: the value of input must not be negative """ if number < 0: raise ValueError("the value of input must not be negative") result = 0 while number: number &= number - 1 result += 1 return result def get_set_bits_count_using_modulo_operator(number: int) -> int: """ Count the number of set bits in a 32 bit integer >>> get_set_bits_count_using_modulo_operator(25) 3 >>> get_set_bits_count_using_modulo_operator(37) 3 >>> get_set_bits_count_using_modulo_operator(21) 3 >>> get_set_bits_count_using_modulo_operator(58) 4 >>> get_set_bits_count_using_modulo_operator(0) 0 >>> get_set_bits_count_using_modulo_operator(256) 1 >>> get_set_bits_count_using_modulo_operator(-1) Traceback (most recent call last): ... ValueError: the value of input must not be negative """ if number < 0: raise ValueError("the value of input must not be negative") result = 0 while number: if number % 2 == 1: result += 1 number >>= 1 return result def benchmark() -> None: """ Benchmark code for comparing 2 functions, with different length int values. Brian Kernighan's algorithm is consistently faster than using modulo_operator. """ def do_benchmark(number: int) -> None: setup = "import __main__ as z" print(f"Benchmark when {number = }:") print(f"{get_set_bits_count_using_modulo_operator(number) = }") timing = timeit( f"z.get_set_bits_count_using_modulo_operator({number})", setup=setup ) print(f"timeit() runs in {timing} seconds") print(f"{get_set_bits_count_using_brian_kernighans_algorithm(number) = }") timing = timeit( f"z.get_set_bits_count_using_brian_kernighans_algorithm({number})", setup=setup, ) print(f"timeit() runs in {timing} seconds") for number in (25, 37, 58, 0): do_benchmark(number) print() if __name__ == "__main__": import doctest doctest.testmod() benchmark()