+ hGn^RIt^RIHt^RIHt^RIHt!RR]4tRt] R8Xd ]!4R#R#) N) defaultdict)reduce) CorpusReadercaa]tRt^toRt]P !R4t]R4t R V3Rllt R Rlt R Rlt R Rlt RtR tVtV;t#) LinThesaurusCorpusReaderzEWrapper for the LISP-formatted thesauruses distributed by Dekang Lin.z \("?([^"]+)"? \(desc [0-9.]+\).+c \\4#)z6Factory for creating defaultdict of defaultdict(dict)s)rdict8/usr/lib/python3/dist-packages/nltk/corpus/reader/lin.py__defaultdict_factory.LinThesaurusCorpusReader.__defaultdict_factorys4  r c  f<\S V`VR4\\P4VnW nVPRRR7Fwr4p\V4;_uu_4pRpVFpVP4pV'd%\PPRV4p RpK?VR8XdRpKJVPR4p \V 4^8XgKmV wr\V 4VP V,X ,V PR4&K R R R 4K R # +'giK;i) z Initialize the thesaurus. :param root: root directory containing thesaurus LISP files :type root: C{string} :param badscore: the score to give to words which do not appear in each other's sets of synonyms :type badscore: C{float} z sim[A-Z]\.lspT)include_encodinginclude_fileidz\1Fz)) "N)super__init__rr._LinThesaurusCorpusReader__defaultdict_factory _thesaurus _badscoreabspathsopenstrip_key_resubsplitlenfloat)selfrootbadscorepathencodingfileidlin_filefirstlinekey split_linengramscore __class__s&&& r r!LinThesaurusCorpusReader.__init__s /0%&>&T&TU!&*mm!$'4' "DFdx$D::>BB5$O % $&*ZZ%5 z?a/+5LEMR %NDOOF3C8S9IJ%' s"A-D=D D0 c W8Xd(V'dR#VPUu.uFqDR3NK up#V'dLW PV,V,9d"VPV,V,V,#VP#VPUu.uFPpTW PV,V,9d"VPV,V,V,M VP3NKR up#uupiuupi)a Returns the similarity score for two ngrams. :param ngram1: first ngram to compare :type ngram1: C{string} :param ngram2: second ngram to compare :type ngram2: C{string} :param fileid: thesaurus fileid to search in. If None, search all fileids. :type fileid: C{string} :return: If fileid is specified, just the score for the two ngrams; otherwise, list of tuples of fileids and scores. g?)_fileidsrr)r!ngram1ngram2r&fids&&&& r similarity#LinThesaurusCorpusReader.similarity?s  .2mm?+ r<c >aa\VV3RlSPR4#)z Determines whether or not the given ngram is in the thesaurus. :param ngram: ngram to lookup :type ngram: C{string} :return: whether the given ngram is in the thesaurus. cD<T;'gSSPV,9#N)r)accumr&r,r!s&&r 7LinThesaurusCorpusReader.__contains__..s%"M"MET__V5L,L"Mr F)rr1)r!r,sffr __contains__%LinThesaurusCorpusReader.__contains__s M MM   r )rr)grC)__name__ __module__ __qualname____firstlineno____doc__recompiler staticmethodrrr5r:r?rG__static_attributes____classdictcell__ __classcell__)r. __classdict__s@@r rrsKOjj<=G!!"H%N(&   r rc^RIHpRpRp\RV,4\VPV44\RV,4\VP V44\RV,4\VPVRR74\RV,4\VPVRR74\R V R V R 24\VP W44R #) r) lin_thesaurusbusiness enterprisezGetting synonyms for zGetting scored synonyms for z5Getting synonyms from simN.lsp (noun subsection) for zsimN.lsp)r&zSimilarity score for z and :N) nltk.corpusrVprintr?r:r5)thesword1word2s r demor_s1 E E !E )* $--  (5 01 $  u %& AE IJ $--j- 12 AE IJ $--j- 12 !%eWA 67 $//% '(r __main__) rN collectionsr functoolsrnltk.corpus.readerrrr_rIr r r rds; #+J |J d)* zFr