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Args: input: input string. accepsts list of string. out_type: output type. int or str. add_bos: Add to the result (Default = false) add_eos: Add to the result (Default = false) / is added after reversing (if enabled). reverse: Reverses the tokenized sequence (Default = false) emit_unk_piece: Emits the unk literal string (Default = false) nbest_size: sampling parameters for unigram. Invalid in BPE-Dropout. nbest_size = {0,1}: No sampling is performed. nbest_size > 1: samples from the nbest_size results. nbest_size < 0: assuming that nbest_size is infinite and samples from the all hypothesis (lattice) using forward-filtering-and-backward-sampling algorithm. alpha: Soothing parameter for unigram sampling, and merge probability for BPE-dropout (probablity 'p' in BPE-dropout paper). num_threads: the number of threads used in the batch processing (Default = -1). TaWhen enable_sampling is True, We must specify "nbest_size > 1" or "nbest_size = -1", and "alpha". "nbest_size" is enabled only on unigram mode ignored in BPE-dropout. when "nbest_size = -1" , this method samples from all candidates on the lattice instead of nbest segmentations.num_threads must be intserialized_protorimmutable_protozunknown out_type={})r"r#r$r%r&r'r(r)r* RuntimeErrorrintlistrrrrrrrrrrq) rinputr,rrrrrrrrs &&&&&&&&&&&rEncodeSentencePieceProcessor.EncodesW@  >> -- -- --  --  //  %%    '' D j&8J!O&0Ao .    [ 1 <455 e  s?''O(-.Z Z s?**5+07^] ] ) )X-@33E49GVdf f ( (225387Uce e S  !&>S S S##EJ$)GnV V ' '8w+>,,UZ-2W~_ _ & &++EJ,1Gn^ ^ .55h? @@r#c 6VP!RRVR\/VB#r6r,r$r7rrr6kwargss&&,rEncodeAsPieces%SentencePieceProcessor.EncodeAsPieces5 [[ =u =s =f ==r#c 6VP!RRVR\/VB#r:r7r4r<s&&,r EncodeAsIds"SentencePieceProcessor.EncodeAsIds9r@r#c .VP!RRVRR/VB#)r6r,r1r$r7r<s&&,rEncodeAsSerializedProto.SentencePieceProcessor.EncodeAsSerializedProto=s [[ Lu L/A LV LLr#c .VP!RRVRR/VB#)r6r,r2r$rFr<s&&,rEncodeAsImmutableProto-SentencePieceProcessor.EncodeAsImmutableProtoAs [[ Ku K/@ KF KKr#c BVP!RRVRVRVR\RR/VB#r6rrr,rTr$r;rr6rrr=s&&&&,rSampleEncodeAsPieces+SentencePieceProcessor.SampleEncodeAsPiecesEH [[GuGG5G"%G7;G?EGGr#c BVP!RRVRVRVR\RR/VB#rMrBrNs&&&&,rSampleEncodeAsIds(SentencePieceProcessor.SampleEncodeAsIdsJrQr#c :VP!RRVRVRVRRRR/VB#)r6rrr,r1rTr$rFrNs&&&&,rSampleEncodeAsSerializedProto4SentencePieceProcessor.SampleEncodeAsSerializedProtoOsH [[VuVV5V"4VFJVNTVVr#c :VP!RRVRVRVRRRR/VB#)r6rrr,r2rTr$rFrNs&&&&,rSampleEncodeAsImmutableProto3SentencePieceProcessor.SampleEncodeAsImmutableProtoTsH [[UuUU5U"3UEIUMSUUr#c haaaaaaaSf SPoSf SPoSf SPoSf SPoSf SPoSf SP oS^8:d^oVVVVVVV3Rlp\ V4\JdVU u.uF q!V 4NK up #V!V4#uup i)aNBestEncode text input to segmented ids or tokens. Args: input: input string. accepsts list of string. out_type: output type. int or str. add_bos: Add to the result (Default = false) add_eos: Add to the result (Default = false) / is added after reversing (if enabled). reverse: Reverses the tokenized sequence (Default = false) emit_unk_piece: Emits the unk literal string (Default = false) nbest_size: nbest size c<S\JdSPVSSSSS4#S\JdSPVSSSSS4#SR8XgSR8XdSP VSSSSS4#SR8XdSP VSSSSS4#\ R4h)r1rr2zunknown out_type)r4rrrrrr3)rrrrrr,rrs&r_encode3SentencePieceProcessor.NBestEncode.._encode}s s?''j(/'>S S s?**4+2GWnV V ) )X-@33D*4;Wg~_ _ ( (2243:GWn^ ^-..r#)r"r#r$r%r&r(rr5) rr6r,rrrrrr]ns f&ffffff r NBestEncode"SentencePieceProcessor.NBestEncodeYs(  >> -- -- --  --  %% q // e $)*Eq E** U^+sB/c :VP!RRVRVR\/VB#r6rr,r$)r`rrr6rr=s&&&,rNBestEncodeAsPieces*SentencePieceProcessor.NBestEncodeAsPieces3   6E6j6'*6.466r#c :VP!RRVRVR\/VB#rc)r`r4rds&&&,rNBestEncodeAsIds'SentencePieceProcessor.NBestEncodeAsIdsrgr#c 2VP!RRVRVRR/VB#)r6rr,r1r$r`rds&&&,rNBestEncodeAsSerializedProto3SentencePieceProcessor.NBestEncodeAsSerializedProtos9   EEEjE'9E=CEEr#c 2VP!RRVRVRR/VB#)r6rr,r2r$rlrds&&&,rNBestEncodeAsImmutableProto2SentencePieceProcessor.NBestEncodeAsImmutableProtos9   DEDjD'8D to the result (Default = false) add_eos: Add to the result (Default = false) / is added after reversing (if enabled). reverse: Reverses the tokenized sequence (Default = false) emit_unk_piece: Emits the unk literal string (Default = false) num_samples: How many samples to return (Default = 1) alpha: inverse temperature for sampling wor: whether to sample without replacement (Default = false) include_best: whether to include the best tokenization, requires wor=True (Default = false) g?Fznum_examples must be positivez8When include_best is True, We must specify "wor = True".c 4< S\JdS PVSSS SSSSS4 #S\JdS PVSSS SSSSS4 #SR8XgSR8XdS P VSSS SSSSS4 #SR8XdS P VSSS SSSSS4 #\ R4h)r1rr2zunknown output type)r4rrrrrr3) rrrrrrrr,rrrs &rr]._encodes s?00{E3P\18'7N\ \ s?33D+ucS_4;Wg~_ _ ) )X-@<> -- -- --  --        :;; cUVV22& e $)*Eq E** U^+sC!c >VP!RRVRVRVR\/VB#r6rrr,r$)rurrr6rrr=s&&&&,rSampleEncodeAndScoreAsPieces3SentencePieceProcessor.SampleEncodeAndScoreAsPieces;  & &?U? ?SX?03?7=??r#c >VP!RRVRVRVR\/VB#rx)rur4rys&&&&,rSampleEncodeAndScoreAsIds0SentencePieceProcessor.SampleEncodeAndScoreAsIdsr|r#c 6VP!RRVRVRVRR/VB#)r6rrr,r1r$rurys&&&&,r%SampleEncodeAndScoreAsSerializedProto67 7**5EE  # #E 11r#caaVV3Rlp\V4\JdVUu.uF qC!V4NK up#V!V4#uupi)cX<S'dSPV4#SPV4#r.rr rr with_offsetss&r _normalize4SentencePieceProcessor.Normalize.._normalize& ++D1 1t$$r#rr5rr6rrrBsf&f r Normalize SentencePieceProcessor.Normalize?% e ',-u! 1 u--  .<c t/pVP4Fwr4\V4W#&K VPV4#r.)itemsrr)rr= new_kwargskeyrs&, rOverrideNormalizerSpec-SentencePieceProcessor.OverrideNormalizerSpecs5j *#e* '  ) )* 55r#c"VP4#r.r@rPs&r piece_size!SentencePieceProcessor.piece_size     r#c"VP4#r.rrPs&r vocab_size!SentencePieceProcessor.vocab_sizerr#c"VP4#r.rurPs&r __getstate__#SentencePieceProcessor.__getstate__  ( ( **r#cHVP4VPV4R#r.rQrrrus&&r __setstate__#SentencePieceProcessor.__setstate__ mmo ""#9:r#c"VP4#r.rrPs&rrSentencePieceProcessor.__len__rr#c$VPV4#r.)rErDs&&rr"SentencePieceProcessor.__getitem__s ^^E ""r#c V'dV'd \R4hV'dVPV4#VPV4#)zOverwride SentencePieceProcessor.Load to support both model_file and model_proto. Args: model_file: The sentencepiece model file path. model_proto: The sentencepiece model serialized proto. Either `model_file` or `model_proto` must be set. z-model_file and model_proto must be exclusive.)r3rr{)rrr s&&&rr+SentencePieceProcessor.Loads:  JKK ++K88   z **r#) r#r$r)r&r'r(r*r"r%) NNNNNNNNNNN)NNNNNNr.)r1)r2)lrrr8r9rrrr rQrdelete_SentencePieceProcessorrrr"r'r,r0r6r<r@rErJrOrTrXr\r`rdrirmrqrur{rrrrrrrrrrrrrrrrrrrrrrrrrrrrrrr rrrrr4r-r7r>rCrGrJrOrSrVrYr`rerirmrprurzr~rrrrrrrrrrrrrrrrrrr+r<rrs@rrrs-/IOdeGHj%CC___VK_SHLIHIIHFBBBBRM]`ihnqzyKRQ\b[a]dnm`qpJMVUnqzyLWZkY!"-B`[|>>MLG G V U 7t6 6 E D JZ? ? N M &)d\~,/C),CCCCC 26!!+; !# + +r#rc.\P!V4#r.)rSetRandomGeneratorSeed)seeds&rrrs  0 0 66r#c.\P!V4#r.)rSetMinLogLevel)rHs&rrrs  ( ( ++r#ca]tRtRto]!RRRR7tRt]t] R4t ] R4t ] R 4t ] R 4t ] R 4t] RR l4t] RRl4tRtVtR #)SentencePieceTraineric6VPP4#r.r@rAs&rrCSentencePieceTrainer.rEr#c8VPPV4#r.r@rGs&&rrCrrIr#rJrKc\R4h)zNo constructor defined)r)rr;r=s&*,rrQSentencePieceTrainer.__init__s566r#c.\P!V4#r.)r%SentencePieceTrainer__TrainFromString)rzs&r_TrainFromString%SentencePieceTrainer._TrainFromStringsCCCHHr#c.\P!V4#r.)r"SentencePieceTrainer__TrainFromMapr;s&r _TrainFromMap"SentencePieceTrainer._TrainFromMaps@@FFr#c.\P!W4#r.)r#SentencePieceTrainer__TrainFromMap2r;iters&&r_TrainFromMap2#SentencePieceTrainer._TrainFromMap2AA$MMr#c.\P!V4#r.)r#SentencePieceTrainer__TrainFromMap3rs&r_TrainFromMap3#SentencePieceTrainer._TrainFromMap3sAA$GGr#c.\P!W4#r.)r#SentencePieceTrainer__TrainFromMap4rs&&r_TrainFromMap4#SentencePieceTrainer._TrainFromMap4rr#Nc Ve)\V4\Jd\PV4#RpRpRp/pVP 4F%wrgVR9dTpKVR9dTpKV!V4WV&K' V'dHV'd\P VV4pM\P V4pVPV4R#V'd\PWS4#\PV4#)zDTrain Sentencepiece model. Accept both kwargs and legacy string arg.NcN\V4\Jd\P^,^8Xd \ 4pM \ 4p\ P!VRR7pTPVUu.uFp\V4NK up4VP4#\V4#uupi)zEncode value to CSV..r)lineterminator) rr5sysrStringIOBytesIOcsvwriterwriterowrgetvalue)rfrrHs& rr],SentencePieceTrainer._Train.._encodesy ;$    a A % A A::a3& //515a3q651 2 U 2s,B")sentence_iteratorsentence_reader) model_writer) rrrrrrrwriterr) rzr=r]rrrrrr s &, r_TrainSentencePieceTrainer._Trains T#Y#-#44S99 lj *# : :#  $ $,#EN*/ '  ,;;J;LN+-;;JG+;' %44ZS S%33J? ?r#c \VR7;_uu_4\P!RRV/VBRRR4R# +'giR#;i))ostreamrzNr$) _LogStreamrr)rz logstreamr=s&&,rTrainSentencePieceTrainer.Trains2 i ( (##66v6 ) ( ( (s 8 A r$r.r)rrr8r9rrrQrr staticmethodrrrrrrr r<rrs@rrrs-/IOdeG7HIIGGNNHHNN**X77r#rca]tRtRto]!RRRR7t]tRt] Pt Rt Rt R tR tR tR tR tRtRRltRRltRtRtRtVtR#)SentencePieceNormalizeric6VPP4#r.r@rAs&rrC SentencePieceNormalizer.rEr#c8VPPV4#r.r@rGs&&rrCrrIr#rJrKcZ\P!V\P!44R#r.)r SentencePieceNormalizer_swiginitnew_SentencePieceNormalizerrPs&rrQ SentencePieceNormalizer.__init__ s77n>h>h>jkr#c.\P!W4#r.)r/SentencePieceNormalizer_LoadFromSerializedProtors&&rr/SentencePieceNormalizer.LoadFromSerializedProto$sMMd__r#c.\P!W4#r.)r'SentencePieceNormalizer_LoadFromRuleTSV)rr4s&&rLoadFromRuleTSV'SentencePieceNormalizer.LoadFromRuleTSV'sEEdUUr#c.\P!W4#r.)r(SentencePieceNormalizer_LoadFromRuleName)rrs&&rLoadFromRuleName(SentencePieceNormalizer.LoadFromRuleName*sFFtRRr#c.\P!V4#r.)r.SentencePieceNormalizer_serialized_model_protorPs&rru.SentencePieceNormalizer.serialized_model_proto-sLLTRRr#c.\P!W4#r.)r$SentencePieceNormalizer_LoadFromFilerys&&rr{$SentencePieceNormalizer.LoadFromFile0sBB4MMr#c.\P!W4#r.)r"SentencePieceNormalizer__Normalizer s&&rr "SentencePieceNormalizer._Normalize3s@@LLr#c.\P!W4#r.)r-SentencePieceNormalizer__NormalizeWithOffsetsr s&&rr-SentencePieceNormalizer._NormalizeWithOffsets6sKKDWWr#c0\P!WV4#r.)r&SentencePieceNormalizer__SetProtoField)rrrs&&&r_SetProtoField&SentencePieceNormalizer._SetProtoField9sDDTQVWWr#Nc \V4V'dVPV4pMYV'dVPV4pM?V'dVPV4pM%V'dVP V4pM \ R4hV'd9VP RV4VP RV4VP RV4R#R#)aInitialzie sentencePieceNormalizer. Args: model_file: The sentencepiece model file path. model_proto: The sentencepiece model serialized proto. rule_tsv: The normalization rule file in TSV format. rule_name: Pre-defined normalization name. add_dummy_prefix: add dummy prefix. escape_whitespaces: escape whitespaces. remove_extra_whitespaces: remove extra whitespaces. zno model is specifiedadd_dummy_prefixescape_whitespacesremove_extra_whitespacesN)%_sentencepiece_normalizer_init_nativer{rrr r3r0) rrr rule_tsv rule_namer3r4r5statuss &&&&&&&& rr-SentencePieceNormalizer.Init<s(,D1 "":. --k: %%h/ &&y1233  .0@A 02DE 68PQ r#caaVV3Rlp\V4\JdVUu.uF qC!V4NK up#V!V4#uupi)cX<S'dSPV4#SPV4#r.rrs&rr5SentencePieceNormalizer.Normalize.._normalizecrr#rrsf&f rr!SentencePieceNormalizer.Normalizebrrc"VP4#r.rrPs&rr$SentencePieceNormalizer.__getstate__mrr#cHVP4VPV4R#r.rrs&&rr$SentencePieceNormalizer.__setstate__qrr#r$)NNNNFFFr.)rrr8r9rrrr rQrdelete_SentencePieceNormalizerrrrr rur{r rr0r-rrrr<rrs@rrrsx-/IOdeGHl%DD`VSSNMXX$RL+;;r#rc.\P!V4#r.)r SetDataDir)data_dirs&rrErEys  $ $X ..r#)r)rcL/pVPP4F^wr#\P!RV4'gK$\P!RRV4P 4P RR4pW1V&K` VP4Fwr#\WV4K R#)z1Added snake_cased method from CammelCased method.z^[A-Z]+z(?._funcs5 Aw#~1q5A$7 2 33 :r#ct<\V4\JdVUu.uF pS!W4NK up#S!W4#uupir.r)rrzr_rYs&& r _batched_func!_batchnize.._batched_funcs8 CyD&) *ceDnc ** 4 +s5)rrP)rQrr\rYrXs&& @@r _batchnizer^s% $ '$   )=)r#rQ) __version__ sentencepiece package_datac6a]tRtRtoRRltRtRtRtVtR#)r iNcxWnVPe&\PP4VnR#R#r.)rrstderrfilenoorig_stream_fileno)rrs&&rrQ_LogStream.__init__s+L || # 1 1 3d r#cVPea\P!VP4Vn\P !VPP 4VP4R#R#r.)rosduprforig_stream_dupdup2rerPs&r __enter___LogStream.__enter__sI ||VVD$;$; r#r )rErJrOrTrXr\r`)>rr_swig_python_version_info __package__rrrbuiltinsr ImportErrorrr%r+r5rr7objectr>>ImmutableSentencePieceText_ImmutableSentencePiece_swigregisterr'ImmutableSentencePieceText_swigregisterr,ImmutableNBestSentencePieceText_swigregisterr#SentencePieceProcessor_swigregisterrrr!SentencePieceTrainer_swigregisterr$SentencePieceNormalizer_swigregisterrErKrriimportlib.resources importlibiorrrUr^rQr!r6rPr-r7Tokenizer Detokenizemset_random_generator_seedset_min_log_level_versionr_pathrr resourcesfilesr r$r#rrs&:#/ "[ L$L 33nMMNADDP667QR4f4p;;<[\J +VJ +\223IJ7,K76K7^001EFW;fW;v334KL/  *"(>'F'F$(?(H(H% ,B,G,GH-D-I-IJ"8"?"?$:$A$A! A #Q'   &'$%'(2"! 277<<I//55oFG XYY%sG>> H  H