#!/usr/bin/env python # -*- coding: utf-8 -*- import unittest import pytest from rapidfuzz import process, fuzz, utils scorers = [ fuzz.ratio, fuzz.partial_ratio, fuzz.token_sort_ratio, fuzz.token_set_ratio, fuzz.token_ratio, fuzz.partial_token_sort_ratio, fuzz.partial_token_set_ratio, fuzz.partial_token_ratio, fuzz.WRatio, fuzz.QRatio ] class RatioTest(unittest.TestCase): s1 = "new york mets" s1a = "new york mets" s2 = "new YORK mets" s3 = "the wonderful new york mets" s4 = "new york mets vs atlanta braves" s5 = "atlanta braves vs new york mets" s6 = "new york mets - atlanta braves" def testNoProcessor(self): self.assertEqual(fuzz.ratio(self.s1, self.s1a), 100) self.assertNotEqual(fuzz.ratio(self.s1, self.s2), 100) def testPartialRatio(self): self.assertEqual(fuzz.partial_ratio(self.s1, self.s3), 100) def testTokenSortRatio(self): self.assertEqual(fuzz.token_sort_ratio(self.s1, self.s1a), 100) def testPartialTokenSortRatio(self): self.assertEqual(fuzz.partial_token_sort_ratio(self.s1, self.s1a), 100) self.assertEqual(fuzz.partial_token_sort_ratio(self.s4, self.s5), 100) def testTokenSetRatio(self): self.assertEqual(fuzz.token_set_ratio(self.s4, self.s5),100) def testPartialTokenSetRatio(self): self.assertEqual(fuzz.partial_token_set_ratio(self.s4, self.s5),100) def testQuickRatioEqual(self): self.assertEqual(fuzz.QRatio(self.s1, self.s1a), 100) def testQuickRatioCaseInsensitive(self): self.assertEqual(fuzz.QRatio(self.s1, self.s2), 100) def testQuickRatioNotEqual(self): self.assertNotEqual(fuzz.QRatio(self.s1, self.s3), 100) def testWRatioEqual(self): self.assertEqual(fuzz.WRatio(self.s1, self.s1a), 100) def testWRatioCaseInsensitive(self): self.assertEqual(fuzz.WRatio(self.s1, self.s2), 100) def testWRatioPartialMatch(self): # a partial match is scaled by .9 self.assertEqual(fuzz.WRatio(self.s1, self.s3), 90) def testWRatioMisorderedMatch(self): # misordered full matches are scaled by .95 self.assertEqual(fuzz.WRatio(self.s4, self.s5), 95) def testWRatioUnicode(self): self.assertEqual(fuzz.WRatio(self.s1, self.s1a), 100) def testQRatioUnicode(self): self.assertEqual(fuzz.WRatio(self.s1, self.s1a), 100) def testIssue76(self): self.assertAlmostEqual(fuzz.partial_ratio("physics 2 vid", "study physics physics 2"), 81.81818, places=4) self.assertEqual(fuzz.partial_ratio("physics 2 vid", "study physics physics 2 video"), 100) @pytest.mark.parametrize("scorer", scorers) def test_empty_string(scorer): """ when both strings are empty this is a perfect match """ assert scorer("", "") == 100 @pytest.mark.parametrize("scorer", scorers) def test_none_string(scorer): """ when None is passed to a scorer the result should always be 0 """ assert scorer("test", None) == 0 assert scorer(None, "test") == 0 @pytest.mark.parametrize("scorer", scorers) def test_simple_unicode_tests(scorer): """ some very simple tests using unicode with scorers to catch relatively obvious implementation errors """ s1 = u"ÁÄ" s2 = "ABCD" assert scorer(s1, s2) == 0 assert scorer(s1, s1) == 100 @pytest.mark.parametrize("processor", [True, utils.default_process, lambda s: utils.default_process(s)]) @pytest.mark.parametrize("scorer", scorers) def test_scorer_case_insensitive(processor, scorer): """ each scorer should be able to preprocess strings properly """ assert scorer(RatioTest.s1, RatioTest.s2, processor=processor) == 100 @pytest.mark.parametrize("processor", [False, None, lambda s: s]) def test_ratio_case_censitive(processor): assert fuzz.ratio(RatioTest.s1, RatioTest.s2, processor=processor) != 100 @pytest.mark.parametrize("scorer", scorers) def test_custom_processor(scorer): """ Any scorer should accept any type as s1 and s2, as long as it is a string after preprocessing. """ s1 = ["chicago cubs vs new york mets", "CitiField", "2011-05-11", "8pm"] s2 = ["chicago cubs vs new york mets", "CitiFields", "2012-05-11", "9pm"] s3 = ["different string", "CitiFields", "2012-05-11", "9pm"] assert scorer(s1, s2, processor=lambda event: event[0]) == 100 assert scorer(s2, s3, processor=lambda event: event[0]) != 100 @pytest.mark.parametrize("scorer", scorers) def test_help(scorer): """ test that all help texts can be printed without throwing an exception, since they are implemented in C++ aswell """ help(scorer) if __name__ == '__main__': unittest.main()