import unittest from rapidfuzz.distance import Hamming_cpp, Hamming_py def isclose(a, b, rel_tol=1e-09, abs_tol=0.0): return abs(a - b) <= max(rel_tol * max(abs(a), abs(b)), abs_tol) class Hamming: @staticmethod def distance(*args, **kwargs): dist1 = Hamming_cpp.distance(*args, **kwargs) dist2 = Hamming_py.distance(*args, **kwargs) assert dist1 == dist2 return dist1 @staticmethod def similarity(*args, **kwargs): dist1 = Hamming_cpp.similarity(*args, **kwargs) dist2 = Hamming_py.similarity(*args, **kwargs) assert dist1 == dist2 return dist1 @staticmethod def normalized_distance(*args, **kwargs): dist1 = Hamming_cpp.normalized_distance(*args, **kwargs) dist2 = Hamming_py.normalized_distance(*args, **kwargs) assert isclose(dist1, dist2) return dist1 @staticmethod def normalized_similarity(*args, **kwargs): dist1 = Hamming_cpp.normalized_similarity(*args, **kwargs) dist2 = Hamming_py.normalized_similarity(*args, **kwargs) assert isclose(dist1, dist2) return dist1 def test_empty_string(): """ when both strings are empty this is a perfect match """ assert Hamming.distance("", "") == 0 assert Hamming.similarity("", "") == 0 assert Hamming.normalized_distance("", "") == 0.0 assert Hamming.normalized_similarity("", "") == 1.0 def test_similar_strings(): """ Test similar strings """ assert Hamming.distance("test", "test") == 0 assert Hamming.similarity("test", "test") == 4 assert Hamming.normalized_distance("test", "test") == 0 assert Hamming.normalized_similarity("test", "test") == 1.0 def test_different_strings(): """ Test completly different strings """ assert Hamming.distance("aaaa", "bbbb") == 4 assert Hamming.similarity("aaaa", "bbbb") == 0 assert Hamming.normalized_distance("aaaa", "bbbb") == 1.0 assert Hamming.normalized_similarity("aaaa", "bbbb") == 0.0 def test_score_cutoff(): """ test whether score_cutoff works correctly """ assert Hamming.distance("South Korea", "North Korea") == 2 assert Hamming.distance("South Korea", "North Korea", score_cutoff=4) == 2 assert Hamming.distance("South Korea", "North Korea", score_cutoff=3) == 2 assert Hamming.distance("South Korea", "North Korea", score_cutoff=2) == 2 assert Hamming.distance("South Korea", "North Korea", score_cutoff=1) == 2 assert Hamming.distance("South Korea", "North Korea", score_cutoff=0) == 1 if __name__ == "__main__": unittest.main()