Of=SSKJr SSKJr SSK7 SSK7 SSKJr SSKJ r "SS\ 5r "SS 5r "S S 5r "S S \ 5r"SS\ 5r\"SS\ 55rg))total_ordering) ElementTree)*)raise_unorderable_types)Treec`\rSrSrSrS SjrSSjrSrSrSSjr S r S 4S jr S r g)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[U[5(a[X5Ul[ U5Ul[ R XX75 X lX@lXPl X`l g)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 URT:H$N)baseform)instr%s r/NombankCorpusReader.instances..MsT]]h5Nr!instance_filterc*>TR"U40TD6$r$)_read_instance_block)streamkwargsrs rr'r(Ps444VFvFr!r)StreamBackedCorpusViewabspathrr)rr%r-s``@r instancesNombankCorpusReader.instancesFsK   (NF$ %% LL ' F]]4==1  r!c[URUR5[UR UR5S9$)zy :return: a corpus view that acts as a list of strings, one for each line in the predicate-argument annotation file. r.)r/r0rread_line_blockrrs rlinesNombankCorpusReader.linesTs4 & LL ' ]]4==1  r!cURS5SnURSS5nURSS5RSS5nSU-nX0R5;a[S U-5eUR U5R 5n[ R"U5R5nS S S 5 WRS 5HnURS U:XdMUs $ [S USU35e!,(df  NN=f)z5 :return: the xml description for the given roleset. .r perc-sign%oneslashonezero1/10 1-slash-10 frames/%s.xmlFrameset file for %s not foundNpredicate/rolesetidzRoleset z not found in ) splitreplacefileids ValueErrorr0openrparsegetrootfindallattrib)r roleset_idr% framefilefpetreerolesets rrPNombankCorpusReader.roleset_s##C(+##K5##$5v>FF L $h. LLN *= JK K\\) $ ) ) +r%%b)113E,}}%89G~~d#z1:8J<~i[IJJ , +s %C;; D cUb*SU-nX R5;a[SU-5eU/nOUR5n/nUHonURU5R5n[R "U5R 5nSSS5 URWRS55 Mq [U5$!,(df  N==f)z1 :return: list of xml descriptions for rolesets. Nr?r@rA) rErFr0rGrrHrIappendrJLazyConcatenation)rr%rMrrsetsrNrOs rrolesetsNombankCorpusReader.rolesetsus  '(2I . !AH!LMM#JJ#Ii(--/2#))"-5570 LL':; < $ !''0/s $%C C c[URUR5[UR UR5S9$)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/r0rr4rr5s rnounsNombankCorpusReader.nounss4 & LL ) ]]4??3  r!cg)NT)r&s rr'NombankCorpusReader.sr!c/n[S5HtnUR5R5nU(dM*[R XPR UR 5nU"U5(dMcURU5 Mv U$)Nd)rangereadlinestripNombankInstancerHrrrS)rr,r)blockiliner&s rr+(NombankCorpusReader._read_instance_blocksrsA??$**,Dt&,,22D4F4F#4((LL& r!)rrrrr)NNNutf8r$) __name__ __module__ __qualname____firstlineno____doc__rr1r6rPrVrYr+__static_attributes__r\r!rr r sC "$*L    K,(*  `` to look up information about the roleset.r;r:r=r>r<r9)r%rDrv)rrs rrPNombankInstance.rolesetsP MM ! !#{ 3 IIfl + 3 3LBS TAd&&'((r!cdSRURURUR5$)Nz')formatrsrtrur5s r__repr__NombankInstance.__repr__s*8?? KK LL LL  r!c SRURURURURUR 5nUR URS44-n[U5Hup4USUSU3- nM U$)Nz{} {} {} {} {}rel -) rrsrtrur%rvrzrwsorted)rsitemsarglocargids r__str__NombankInstance.__str__s  # # KK LL LL MM     4>>5"9!;;#E]MF 1VHAeW% %A+r!cURcgURURR5;agURRUR5UR$r$)rrsrE parsed_sentsrtr5s 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 vUR5n[U5S:a[SU-5eUSSupEpgnUSSn [U 5V V s/sHupSU ;dM U R U 5PM n n n [U 5S:wa[SU-5eUbU"U5n[ U5n[ U5nU SRSS5up[ RU 5n/nU H>nURSS5unnUR[ RU5U45 M@ [UUUUUUUUU5 $s sn n f)Nz Badly formatted nombank line: %rz-relrr) rClenrF enumeratepopintNombankTreePointerrHrSrc)rrrpiecesrsrtrur%rvargsreprpredlocrxrwrzargrrs rrHNombankInstance.parsesQ v;??!CD D=C2AJ9'[abz'0Ftq&A+{txx{F s8q=?!CD D  )'/Fg,g,a&,,sA.&,,W5  CIIc1-MFE   066v>F G            1Gs D5D5) rzr%rsrrwrxrvrtrur$)NN)rjrkrlrmrpropertyrPrrrtree staticmethodrHror\r!rrcrcsY/-b))  I  4 D+ + r!rcc\rSrSrSrSrSrg)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. c@UR[:Xa [5egr$) __class__rNotImplementedErrorr5s rrNombankPointer.__init__Es >>^ +%' ' ,r!r\N)rjrkrlrmrnrror\r!rrr6s  (r!rc,\rSrSrSrSrSrSrSrg)NombankChainTreePointeriJcXlgr$rrrs rr NombankChainTreePointer.__init__Ks   /r!cFSRSUR55$)Nrc3,# UH nSU-v M g7fz%sNr\.0rs r 2NombankChainTreePointer.__str__..R6+Qq+joinrr5s rrNombankChainTreePointer.__str__Qxx6$++666r!c SU-$)Nzr\r5s rr NombankChainTreePointer.__repr__T .55r!c Uc [S5e[SURVs/sHo"RU5PM sn5$s snf)NParse tree not availablez*CHAIN*rFrrselectrrrs rrNombankChainTreePointer.selectW< <78 8I D 1 DEEDA rN rjrkrlrmrrrrror\r!rrrJs/ 76Fr!rc,\rSrSrSrSrSrSrSrg)NombankSplitTreePointeri]cXlgr$rrs rr NombankSplitTreePointer.__init__^s   3r!cFSRSUR55$)N,c3,# UH nSU-v M g7frr\rs rr2NombankSplitTreePointer.__str__..drrrr5s rrNombankSplitTreePointer.__str__crr!c SU-$)Nzr\r5s rr NombankSplitTreePointer.__repr__frr!c Uc [S5e[SURVs/sHo"RU5PM sn5$s snf)Nrz*SPLIT*rrs rrNombankSplitTreePointer.selectirrrNrr\r!rrr]s3 76Fr!rcX\rSrSrSrSr\S5rSrSr Sr Sr S r S r S rS rg )rioz4 wordnum:height*wordnum:height*... wordnum:height, cXlX lgr$ruheight)rrurs rrNombankTreePointer.__init__ws   r!cURS5n[U5S:a/[UVs/sHn[R U5PM sn5$URS5n[U5S:a/[ UVs/sHn[R U5PM sn5$URS5n[U5S:wa[ SU-5e[[US5[US55$s snfs snf)Nrrr:zbad nombank pointer %rr)rCrrrrHrrFr)rrelts rrHNombankTreePointer.parse{s v;?*:@A&3#))#.&A   v;?*:@A&3#))#.&A   v;! 59: :!#fQi.#fQi.AABBs C19C6c8URSUR3$)Nrrr5s rrNombankTreePointer.__str__s,,q ..r!c8SURUR4-$)NzNombankTreePointer(%d, %d)rr5s rrNombankTreePointer.__repr__s+t||T[[.IIIr!c2[U[[45(a,URSn[U[[45(aM,[U[5(dXL$UR UR :H=(a UR UR :H$Nr)r rrrrrurrothers r__eq__NombankTreePointer.__eq__sv!8:Q RSSLLOE!8:Q RSS%!344= ||u}},L 1LLr!c X:X+$r$r\rs r__ne__NombankTreePointer.__ne__s   r!cN[U[[45(a,URSn[U[[45(aM,[U[5(d[ U5[ U5:$UR UR*4UR UR*4:$r)r rrrrrBrurrs r__lt__NombankTreePointer.__lt__s!8:Q RSSLLOE!8:Q RSS%!344d8bi' ' t{{l+u}}u||m.LLLr!cDUc [S5eXRU5$)Nr)rFtreepos)rrs rrNombankTreePointer.selects% <78 8LL&''r!cUc [S5eU/n/nSn[US[5(a[U5[U5:aUR S5 O US==S- ss'US[US5:aUR USUS5 OlUR 5 UR 5 OKX@R :Xa'[US[U5UR- S- 5$US- nUR 5 M)ze Convert this pointer to a standard 'tree position' pointer, given that it points to the given tree. Nrrr) rFr rrrSrruryr)rrstackrrus rrNombankTreePointer.treeposs <78 8%)T**w<#e*,NN1%BK1$K2;U2Y/LLr72;!78IIKKKMll* )I3w<$+++E+I!JKKqLGIIK+r!)rruN)rjrkrlrmrnrrrHrrrrrrrror\r!rrrosH BB*/JM!M(  r!rN) functoolsr xml.etreernltk.corpus.reader.apinltk.corpus.reader.utilnltk.internalsr nltk.treerrr rcrrrrr\r!rrsy%!$%2P,PpI I X(((FnF&FnF$a a a r!