OfGhSSKrSSKJr SSKJr SSKJr "SS\5rSr\ S:Xa\"5 gg) N) defaultdict)reduce) CorpusReaderc^\rSrSrSr\R "S5r\S5r S U4Sjjr S Sjr S Sjr S Sjr S rS rU=r$) LinThesaurusCorpusReaderzEWrapper for the LISP-formatted thesauruses distributed by Dekang Lin.z \("?([^"]+)"? \(desc [0-9.]+\).+c [[5$)z6Factory for creating defaultdict of defaultdict(dict)s)rdict8/usr/lib/python3/dist-packages/nltk/corpus/reader/lin.py__defaultdict_factory.LinThesaurusCorpusReader.__defaultdict_factorys4  r c4>[T U]US5 [[R5UlX lURSSS9Hup4n[U5nSnUHnUR5nU(a$[RRSU5n SnM>US:XaSnMHURS5n [U 5S:XdMjU up[U 5UR UW U RS 5'M S S S 5 M g !,(df  M=f) 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 % $&*ZZ%5 z?a/+5LEMR %NDOOF3C8S9IJ%' sA+D5D D cX:Xa&U(agURVs/sHoDS4PM sn$U(a6X RUU;aURUUU$UR$URVs/sH;nUX RUU;aURUUUO UR4PM= sn$s snfs snf)a Returns the similarity score for two ngrams. :param ngram1: first ngram to compare :type ngram1: C{string} :param ngram2: second ngram to compare :type ngram2: C{string} :param fileid: thesaurus fileid to search in. If None, search all fileids. :type fileid: C{string} :return: If fileid is specified, just the score for the two ngrams; otherwise, list of tuples of fileids and scores. g?)_fileidsrr)r#ngram1ngram2r(fids r similarity#LinThesaurusCorpusReader.similarity?s  .2mm?+ r>c>^^[UU4SjTRS5$)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. c:>U=(d TTRU;$N)r)accumr(r.r#s r 7LinThesaurusCorpusReader.__contains__..s%"MET__V5L,L"Mr F)rr3)r#r.s``r __contains__%LinThesaurusCorpusReader.__contains__s M MM   r )rr)grE)__name__ __module__ __qualname____firstlineno____doc__recompiler staticmethodrrr7r<rArI__static_attributes__ __classcell__)r0s@r rrsIOjj<=G!!"H%N(&   r rcSSKJn SnSn[SU-5 [URU55 [SU-5 [UR U55 [SU-5 [URUSS 95 [SU-5 [URUSS 95 [S US US 35 [UR X55 g) Nr) 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 :) nltk.corpusrVprintrAr<r7)thesword1word2s r demor_s1 E E !E )* $--  (5 01 $  u %& AE IJ $--j- 12 AE IJ $--j- 12 !%eWA 67 $//% '(r __main__) rP collectionsr functoolsrnltk.corpus.readerrrr_rKr r r rds; #+J |J d)* zFr