+ h=^RIHt^RIHt^RI5^RI5^RIHt^RIH t !RR] 4t !RR 4t !R R 4t !R R ] 4t!RR] 4t]!RR] 44tR#))total_ordering) ElementTree)*)raise_unorderable_types)Treecba]tRt^toRtR RltR RltRtRtR Rlt Rt R 3R lt R t Vt R#)NombankCorpusReaderah Corpus reader for the nombank corpus, which augments the Penn Treebank with information about the predicate argument structure of every noun instance. The corpus consists of two parts: the predicate-argument annotations themselves, and a set of "frameset files" which define the argument labels used by the annotations, on a per-noun basis. Each "frameset file" contains one or more predicates, such as ``'turn'`` or ``'turn_on'``, each of which is divided into coarse-grained word senses called "rolesets". For each "roleset", the frameset file provides descriptions of the argument roles, along with examples. Nc \V\4'd\W4Vn\ V4Vn\ P WW74W nW@nWPn W`n R#)ar :param root: The root directory for this corpus. :param nomfile: The name of the file containing the predicate- argument annotations (relative to ``root``). :param framefiles: A list or regexp specifying the frameset fileids for this corpus. :param parse_fileid_xform: A transform that should be applied to the fileids in this corpus. This should be a function of one argument (a fileid) that returns a string (the new fileid). :param parse_corpus: The corpus containing the parse trees corresponding to this corpus. These parse trees are necessary to resolve the tree pointers used by nombank. N) isinstancestrfind_corpus_fileids_fileidslist CorpusReader__init___nomfile _nounsfile_parse_fileid_xform _parse_corpus)selfrootnomfile framefiles nounsfileparse_fileid_xform parse_corpusencodings&&&&&&&&/NombankCorpusReader.instances..MsT]]h5Nr instance_filterc*<SP!V3/SB#r#)_read_instance_block)streamkwargsrs&rr&r'Ps444VFvFr r)StreamBackedCorpusViewabspathrr)rr$r,sff@r instancesNombankCorpusReader.instancesFsK   (NF$ %% LL ' F]]4==1  r c \VPVP4\VP VP4R7#)zy :return: a corpus view that acts as a list of strings, one for each line in the predicate-argument annotation file. r-)r.r/rread_line_blockrrs&rlinesNombankCorpusReader.linesTs4 & LL ' ]]4==1  r c PVPR4^,pVPRR4pVPRR4PRR4pRV,pW0P49d\RV,4hVP V4P 4;_uu_4p\ P!V4P4pR R R 4XPR 4FpVPR ,V8XgKVu# \R V R V 24h +'giLU;i)z5 :return: the xml description for the given roleset. . perc-sign%oneslashonezero1/10 1-slash-10 frames/%s.xmlFrameset file for %s not foundNpredicate/rolesetidzRoleset z not found in ) splitreplacefileids ValueErrorr/openrparsegetrootfindallattrib)r roleset_idr$ framefilefpetreerolesets&& rrONombankCorpusReader.roleset_s##C(+##K5##$5v>FF L $h. LLN *= JK K\\) $ ) ) + +r%%b)113E,}}%89G~~d#z1:8J<~i[IJJ , +s #%D D% c Ve4RV,pW P49d\RV,4hV.pMVP4p.pVFwpVPV4P4;_uu_4p\P !V4P 4pRRR4VPXPR44Ky \V4# +'giL?;i)z1 :return: list of xml descriptions for rolesets. Nr>r?r@) rDrEr/rFrrGrHappendrILazyConcatenation)rr$rLrrsetsrMrNs&& rrolesetsNombankCorpusReader.rolesetsus  '(2I . !AH!LMM#JJ#Ii(--//2#))"-5570 LL':; < $ !''0/s 6%C C" c \VPVP4\VP VP4R7#)zu :return: a corpus view that acts as a list of all noun lemmas in this corpus (from the nombank.1.0.words file). r-)r.r/rr3rr4s&rnounsNombankCorpusReader.nounss4 & LL ) ]]4??3  r cR#)T)r%s&rr&NombankCorpusReader.sr c.p\^d4FvpVP4P4pV'gK+\P WPP VP 4pV!V4'gKeVPV4Kx V#)d)rangereadlinestripNombankInstancerGrrrR)rr+r(blockiliner%s&&& rr*(NombankCorpusReader._read_instance_blocksrsA??$**,Dt&,,22D4F4F#4((LL& r )rrrrr)NNNutf8r#)__name__ __module__ __qualname____firstlineno____doc__rr0r5rOrUrXr*__static_attributes____classdictcell__ __classdict__s@rr r s: $*L    K,(*  `` to look up information about the roleset.r:r9r<r=r;r8)r$rCrw)rrs& rrONombankInstance.rolesetsP MM ! !#{ 3 IIfl + 3 3LBS TAd&&'((r cdRPVPVPVP4#)z')formatrtrurvr4s&r__repr__NombankInstance.__repr__s*8?? KK LL LL  r cRPVPVPVPVPVP 4pVP VPR33,p\V4Fwr4VRV RV 2, pK V#)z{} {} {} {} {}rel -) rrtrurvr$rwr{rxsorted)rsitemsarglocargids& r__str__NombankInstance.__str__s  # # KK LL LL MM     4>>5"9!;;#E]MF 1VHAeW% %A+r cVPfR#VPVPP49dR#VPPVP4VP,#r#)rrtrD parsed_sentsrur4s&r _get_treeNombankInstance._get_treesS    $ ;;d//779 9  --dkk:4<<HHr zs The parse tree corresponding to this instance, or None if the corresponding tree is not available.)docc VP4p\V4^8d\RV,4hVR,wrErgpVR,p \V 4U U u.uFwrRV 9gKV P V 4NK! p p p \V 4^8wd\RV,4hVe V!V4p\ V4p\ V4pV ^,PR^4wr\ PV 4p.pV F>pVPR^4wppVP\ PV4V34K@ \VVVVVVVVV4 #uup p i)z Badly formatted nombank line: %r:NN:rNNz-relr) rBlenrE enumeratepopintNombankTreePointerrGrRrb)rrrpiecesrtrurvr$rwargsrdprpredlocryrxr{argrrs&&& rrGNombankInstance.parsesM v;??!CD D=C2J9'[bz'0Ftq&A+{txx{F s8q=?!CD D  )'/Fg,g,a&,,sA.&,,W5  CIIc1-MFE   066v>F G            1Gs  E 'E ) r{r$rtrrxryrwrurvr#)NN)rirjrkrlrpropertyrOrrrtree staticmethodrGrnrorps@rrbrbsW/-b))  I  4 D+ + r rbc*a]tRtRtoRtRtRtVtR#)NombankPointeri6aB A pointer used by nombank to identify one or more constituents in a parse tree. ``NombankPointer`` is an abstract base class with three concrete subclasses: - ``NombankTreePointer`` is used to point to single constituents. - ``NombankSplitTreePointer`` is used to point to 'split' constituents, which consist of a sequence of two or more ``NombankTreePointer`` pointers. - ``NombankChainTreePointer`` is used to point to entire trace chains in a tree. It consists of a sequence of pieces, which can be ``NombankTreePointer`` or ``NombankSplitTreePointer`` pointers. cDVP\8Xd \4hR#r#) __class__rNotImplementedErrorr4s&rrNombankPointer.__init__Es >>^ +%' ' ,r r[N)rirjrkrlrmrrnrorps@rrr6s ((r rc8a]tRtRtoRtRtRtRtRtVt R#)NombankChainTreePointeriJcWnR#r#rrrs&&rr NombankChainTreePointer.__init__Ks   /r cFRPRVP44#)rc34"TFpRV,xK R#5iz%sNr[.0rs& r 2NombankChainTreePointer.__str__..R6+Qq+joinrr4s&rrNombankChainTreePointer.__str__Qxx6$++666r cRV,#)zr[r4s&rr NombankChainTreePointer.__repr__T .55r c Vf \R4h\RVPUu.uFq"PV4NK up4#uupi)NParse tree not availablez*CHAIN*rErrselectrrrs&& rrNombankChainTreePointer.selectW< <78 8I D 1 DEEDA rN rirjrkrlrrrrrnrorps@rrrJs / 76FFr rc8a]tRtRtoRtRtRtRtRtVt R#)NombankSplitTreePointeri]cWnR#r#rrs&&rr NombankSplitTreePointer.__init__^s   3r cFRPRVP44#),c34"TFpRV,xK R#5irr[rs& rr2NombankSplitTreePointer.__str__..drrrr4s&rrNombankSplitTreePointer.__str__crr cRV,#)zr[r4s&rr NombankSplitTreePointer.__repr__frr c Vf \R4h\RVPUu.uFq"PV4NK up4#uupi)Nrz*SPLIT*rrs&& rrNombankSplitTreePointer.selectirrrNrrps@rrr]s 3 76FFr rcda]tRtRtoRtRt]R4tRtRt Rt Rt R t R t R tR tVtR #)rioz4 wordnum:height*wordnum:height*... wordnum:height, cWnW nR#r#rvheight)rrvrs&&&rrNombankTreePointer.__init__ws   r cVPR4p\V4^8d/\VUu.uFp\P V4NK up4#VPR4p\V4^8d/\ VUu.uFp\P V4NK up4#VPR4p\V4^8wd\ RV,4h\\V^,4\V^,44#uupiuupi)rr:zbad nombank pointer %r)rBrrrrGrrEr)rrelts& rrGNombankTreePointer.parse{s v;?*:@A&3#))#.&A   v;?*:@A&3#))#.&A   v;! 59: :!#fQi.#fQi.AABBs C>:Dc8VP RVP 2#)rrr4s&rrNombankTreePointer.__str__s,,q ..r c@RVPVP3,#)zNombankTreePointer(%d, %d)rr4s&rrNombankTreePointer.__repr__s+t||T[[.IIIr c \V\\34'dVP^,pK1\V\4'gWJ#VP VP 8H;'dVP VP 8H#r)r rrrrrvrrothers&&r__eq__NombankTreePointer.__eq__sa!8:Q RSSLLOE%!344= ||u}},LL 1LLr c W8X*#r#r[rs&&r__ne__NombankTreePointer.__ne__s   r c$\V\\34'dVP^,pK1\V\4'g\ V4\ V48#VP VP)3VP VP)38#r)r rrrrrArvrrs&&r__lt__NombankTreePointer.__lt__sm!8:Q RSSLLOE%!344d8bi' ' t{{l+u}}u||m.LLLr cNVf \R4hWPV4,#)Nr)rEtreepos)rrs&&rrNombankTreePointer.selects% <78 8LL&''r c pVf \R4hV.p.p^p\VR,\4'd\V4\V48dVP ^4MVR;;,^, uu&VR,\VR,48d)VP VR,VR,,4KVP 4VP 4KW@P 8Xd0\VR\V4VP, ^, 4#V^, pVP 4EK!)ze Convert this pointer to a standard 'tree position' pointer, given that it points to the given tree. Nr) rEr rrrRrrvrzr)rrstackrrvs&& rrNombankTreePointer.treeposs <78 8%)T**w<#e*,NN1%BK1$K2;U2Y/LLr72;!78IIKKKMll* )I3w<$+++E+I!JKKqLGIIKr )rrvN)rirjrkrlrmrrrGrrrrrrrrnrorps@rrrosP BB*/JM!M(   r rN) functoolsr xml.etreernltk.corpus.reader.apinltk.corpus.reader.utilnltk.internalsr nltk.treerrr rbrrrrr[r rrsy%!$%2P,PpI I X(((FnF&FnF$a a a r