def levenshtein_distance(s1: str, s2: str) -> int: ... def jaro_similarity(s1: str, s2: str) -> float: ... def jaro_winkler_similarity(s1: str, s2: str, long_tolerance: bool = ...) -> float: ... def damerau_levenshtein_distance(s1: str, s2: str) -> int: ... def soundex(s: str) -> str: ... def hamming_distance(s1: str, s2: str) -> int: ... def nysiis(s: str) -> str: ... def match_rating_codex(s: str) -> str: ... def match_rating_comparison(s1: str, s2: str) -> bool: ... def metaphone(s: str) -> str: ...