pip install -U ctools

jump_consistent_hash(key: int, num_buckets: int) -> int:
    """Generate a number in the range [0, num_buckets).

    This function uses C bindings for speed.

    :param key: The key to hash.
    :type key: int
    :param num_buckets: Number of buckets to use.
    :type num_buckets: int
    :return: hash number
    :rtype: int
    """

strhash(s: str) -> int:
    """
    hash str with consistent value.

    This function uses C bindings for speed.

    :param s: The string to hash.
    :type s: string
    :return: hash number
    :rtype: int
    """

int8_to_datetime(date_integer: int) -> datetime.datetime:
    """
    Convert int like 20180101 to datetime.datetime(2018, 1, 1)).

    This function uses C bindings for speed.

    :param date_integer: The string to hash.
    :type date_integer: int
    :return: parsed datetime
    :rtype: datetime.datetime
    """

$ ./run.sh benchmark
  int8_to_datetime,       63.481 ns ± 4.179 nseach (10 runs, 1,000,000 loops)
  jump_consistent_hash,   156.082 ns ± 6.489 nseach (10 runs, 1,000,000 loops)
  strhash,                139.542 ns ± 4.268 nseach (10 runs, 1,000,000 loops)

$ ./run.sh tests