³ò 4ÒÇIc@sÛddkZddkZddkZddkZddklZddklZddklZddkl Z ddk l Z ddk l Z ddklZd e fd „ƒYZd „Zed jo eƒndS( iÿÿÿÿN(tadd(tdata(ttokenize(ttag(tParserI(tDependencyGraph(t find_binaryt MaltParsercBsSeZed„Zeed„Zed„Zed„Zed„Zed„Z RS(c Csg|iƒd|_t|_|dj o ||_n.tidddddddddg ƒ|_dS(Nt malt_temps^-?[0-9]+(.[0-9]+)?$tCDs(The|the|A|a|An|an)$tATs.*able$tJJs.*ness$tNNs.*ly$tRBs.*s$tNNSs.*ing$tVBGs.*ed$tVBDs.*(s^-?[0-9]+(.[0-9]+)?$R (s(The|the|A|a|An|an)$sAT(s.*able$R (s.*ness$R (s.*ly$R (s.*s$R(s.*ing$R(s.*ed$R(s.*R (t config_malttmcotFalset_trainedtNonettaggerRt RegexpTagger(tselfR((s%/p/zhu/06/nlp/nltk/nltk/parse/malt.pyt__init__s     c Csgdddddddg}tttti|ƒƒ}td|d|d d gd d d |ƒ|_dS(s“ Configure NLTK's interface to the C{malt} package. This searches for a directory containing the malt jar @param bin: The full path to the C{malt} binary. If not specified, then nltk will search the system for a C{malt} binary; and if one is not found, it will raise a C{LookupError} exception. @type bin: C{string} t.s/usr/lib/malt-1*s/usr/local/bins/usr/local/malt-1*s/usr/local/bin/malt-1*s/usr/local/share/malt-1*smalt.jart searchpathtenv_varstMALTPARSERHOMEturls/http://w3.msi.vxu.se/~jha/maltparser/index.htmltverboseN(treduceRtmaptglobRt _malt_bin(RtbinRt _malt_patht malt_path((s%/p/zhu/06/nlp/nltk/nltk/parse/malt.pyR+s  c Cs®|iptdƒ‚n|iptdƒ‚ntiitiƒdƒ}tiitiƒdƒ}d}|p'|dtiitiƒdƒ7}nd}zít |dƒ}xet |i i |i ƒƒƒD]E\}\}} |id |d |d | | d d d d d f ƒqÕW|idƒ|iƒdd|idtiƒd|id|d|dg} |i| d|ƒti|ƒSWd|o|iƒnXdS(så Use MaltParser to parse a sentence @param sentence: Input sentence to parse @type sentence: L{str} @return: C{DependencyGraph} the dependency graph representation of the sentence sAMaltParser location is not configured. Call config_malt() first.s1Parser has not been trained. Call train() first.smalt_input.conllsmalt_output.conlls-java -jar %s -w %s -c %s -i %s -o %s -m parses > smalt.outtws%s %s %s %s %s %s %s %s %s %s it_t0tas tjavas-jar %ss-w %ss-c %ss-i %ss-o %ss-m parsetparseN(R#t ExceptionRtostpathtjointtempfilet gettempdirRtopent enumerateRRtsplittwritetcloseRt_executeRtload( RtsentenceRt input_filet output_filetexecute_stringtftitwordRtcmd((s%/p/zhu/06/nlp/nltk/nltk/parse/malt.pyR,Js.  ' .  !c Csžtiitiƒdƒ}d}zMt|dƒ}|idig}|D]}||idƒqJ~ƒƒWd|o|i ƒnX|i |d|ƒdS(sŸ Train MaltParser from a list of C{DependencyGraph}s @param depgraphs: C{list} of C{DependencyGraph}s for training input data smalt_train.conllR's i NR( R.R/R0R1R2RR3R6tto_conllR7ttrain_from_file(Rt depgraphsRR;R>t_[1]tdg((s%/p/zhu/06/nlp/nltk/nltk/parse/malt.pyttrainps>cCsn|iptdƒ‚ndd|idtiƒd|id|dg}|i|d|ƒt|_d S( s… Train MaltParser from a file @param conll_file: C{str} for the filename of the training input data sAMaltParser location is not configured. Call config_malt() first.R+s-jar %ss-w %ss-c %ss-i %ss-m learnRGN(R#R-R1R2RR8tTrueR(Rt conll_fileRRA((s%/p/zhu/06/nlp/nltk/nltk/parse/malt.pyRCs  cCs]|p:tiitiƒdƒ}|id||fdƒntidi|ƒƒ}dS(Nts! > %smalt_%s.out 2> %smalt_%s.errit (R.R/R0R1R2tappendtsystem(RRAttypeRttemp_dirt malt_exit((s%/p/zhu/06/nlp/nltk/nltk/parse/malt.pyR8–s( t__name__t __module__RRRRR,RGRCR8(((s%/p/zhu/06/nlp/nltk/nltk/parse/malt.pyRs   &  cCs„tdƒ}tdƒ}t}tƒ}|i||gd|ƒ|idd|ƒiƒiƒGH|idd|ƒiƒiƒGHdS(NsI1 John _ NNP _ _ 2 SUBJ _ _ 2 sees _ VB _ _ 0 ROOT _ _ 3 a _ DT _ _ 4 SPEC _ _ 4 dog _ NN _ _ 2 OBJ _ _ s£1 John _ NNP _ _ 2 SUBJ _ _ 2 walks _ VB _ _ 0 ROOT _ _ RsJohn sees Marys a man runs(RRRRGR,ttreetpprint(tdg1tdg2Rt maltParser((s%/p/zhu/06/nlp/nltk/nltk/parse/malt.pytdemos    t__main__(R.R1t subprocessR"toperatorRtnltkRRRtapiRtdependencygraphRtnltk.internalsRRRXRQ(((s%/p/zhu/06/nlp/nltk/nltk/parse/malt.pyss    ˆ