(    rc@tdd}t|tsJy)u반환 타입은 intfoobarN)r isinstanceintr results rtest_returns_intz(TestLevenshteinDistance.test_returns_int<s%eU3&#&&&rc&tdddk\sJy)u항상 비음수testtextrNr r s rtest_non_negativez)TestLevenshteinDistance.test_non_negativeAs#FF3q888rreturnN)__name__ __module__ __qualname____doc__rrrrrr"r'r)r-r5r9rrrrs<*;14 887>7 ' 9rrcPeZdZdZd dZd dZd dZd dZd dZd dZ d d Z d d Z y) TestSimilarityRatiousimilarity_ratio() 테스트Nc&tdddk(sJy)u동일 문자열 → 1.0r ?Nrr s rrz*TestSimilarityRatio.test_identical_stringsIs1S888rc&tdddk(sJy)u둘 다 빈 문자열 → 1.0rrDNrEr s rrz&TestSimilarityRatio.test_empty_stringsMsB'3...rc<tdd}d|cxkrdksJJy)u/완전히 다른 문자열 → 낮은 유사도rr?NrEr ratios rr)z-TestSimilarityRatio.test_completely_differentQs' .e!c!!!!!rc<tdd}d|cxkrdksJJy)u결과는 0.0~1.0 범위rcarrHrDNrErJs rtest_range_0_to_1z%TestSimilarityRatio.test_range_0_to_1Vs' .e"s"""""rc*tdd}|dkDsJy)u'비슷한 문자열은 높은 유사도r helogffffff?NrErJs rtest_high_similarityz(TestSimilarityRatio.test_high_similarity[s &1s{{rc@tdd}t|tsJy)u반환 타입은 floatr/r0N)rr1floatr3s rtest_returns_floatz&TestSimilarityRatio.test_returns_float`s!%/&%(((rcHtdddk(sJtdddk(sJy)u한쪽 빈 문자열 → 0.0r rrHworldNrEr s rtest_one_empty_stringz)TestSimilarityRatio.test_one_empty_stringes,,333G,333rc:tddtddk(sJy)u#대칭성: ratio(a,b) == ratio(b,a)pythontyphonNrEr s rr-z!TestSimilarityRatio.test_symmetryjs((37G h8    rr:) r<r=r>r?rrr)rNrQrTrWr-r@rrrBrBFs-&9/" #  ) 4  rrBcxeZdZdZddZddZddZddZddZddZ dd Z dd Z dd Z dd Z dd ZddZddZy)TestFuzzyMatchufuzzy_match() 테스트Ncltdgd}t|dk\sJ|d\}}|dk(sJ|dk(sJy)u+정확히 일치하는 항목은 1.0 점수r )r rVr/rrrDNrlen)r results best_name best_scores rtest_exact_matchzTestFuzzyMatch.test_exact_matchtsKg'@A7|q   '  :G###S   rctdgd}t|tsJ|D]M}t|tsJt |dk(sJ|\}}t|t sJt|t rMJy)u&반환 타입: list[tuple[str, float]]r)rrMr!N)rr1listtupler_strrS)r r`itemnamescores rtest_returns_list_of_tuplesz*TestFuzzyMatch.test_returns_list_of_tuples|swe%:;'4((( ,DdE* **t9> !>KD%dC( ((eU+ ++  ,rchgd}td|d}|Dcgc]\}}| }}}d|vsJycc}}w)uthreshold 이하 결과 제외)r rVcompletely_different_xyz_abcr g? thresholdrnNr)r candidatesr`rj_namess rtest_threshold_filteringz'TestFuzzyMatch.test_threshold_filterings?G gzSA%,-'$---U:::.s .ctdDcgc]}d| }}td|d}t|dksJycc}w)umax_results 개수 제한item_item_5r) max_resultsNrangerr_r irrr`s rtest_max_results_limitz%TestFuzzyMatch.test_max_results_limitsD+095aaSk5 5h B7|q   6s ;cxtdgd}|Dcgc]\}}| }}}|t|dk(sJycc}}w)u$결과는 점수 내림차순 정렬rY)rYrZjavaythonT)reverseN)rsorted)r r`rsrkscoress rtest_sorted_by_score_descendingz.TestFuzzyMatch.test_sorted_by_score_descendings@h(MN(/0HAu%0055551s 6c*tdg}|gk(sJy)u 빈 후보 목록 → 빈 결과r Nrqr r`s rtest_empty_candidatesz$TestFuzzyMatch.test_empty_candidatessgr*"}}rc2tdgdd}|gk(sJy)u%threshold 이상 없으면 빈 결과r )rrqqqg?roNrqrs rtest_no_matches_above_thresholdz.TestFuzzyMatch.test_no_matches_above_thresholdsg'<L"}}rcTtdgd}|D]\}}d|cxkrdkrJJy)u모든 점수는 0.0~1.0r7)r7r8testingbestrHrDNrq)r r`rsrks rtest_score_between_0_and_1z)TestFuzzyMatch.test_score_between_0_and_1s;f&IJ 'HAu%&3& && && 'rc`tdgd}|Dcgc]\}}| }}}d|vsJycc}}w)u"기본 threshold=0.6 동작 확인 calculate)r calculationcalcNrq)r r`rjrsrts rtest_default_thresholdz%TestFuzzyMatch.test_default_thresholds9k+OP%,-'$--e###.s *ctdDcgc] }d|dd }}td|}t|dksJycc}w)u기본 max_results=5 제한dfile_03dz.pyz file_005.pyNr{r}s rtest_default_max_resultsz'TestFuzzyMatch.test_default_max_resultssG27*=QaWC(= =mZ87|q   >s;c:tdddg}|dddk(sJy)u1대소문자 구별 여부 확인 (기본 동작)r HELLOrNrq)r results_lowers rtest_case_sensitivityz$TestFuzzyMatch.test_case_sensitivitys+#Ggw-?@ Q"g---rcDtdgd}t|tsJy)u.부분 일치도 threshold 이상이면 포함r)r calculator calibrateN)rr1rfrs rtest_partial_match_includedz*TestFuzzyMatch.test_partial_match_includedsf&NO'4(((rcvtddgd}t|dk(sJ|dddk(sJ|dddk(sJy)u 후보 1개r rIrorrrDNr^rs rtest_single_candidatez$TestFuzzyMatch.test_single_candidatesPgyC@7|q   qz!}'''qz!}###rr:)r<r=r>r?rcrlrurrrrrrrrrrr@rrr\r\qsF!! ,;! 6   ' $! . ) $rr\)r?syspathlibrpytestpathinsertrh__file__parentutils.fuzzy_matchrrrrrBr\r@rrrsj.  3tH~,,33::;<1919h( ( VX$X$r