MiR^SSKrSSKJr SSKJr SSKJrJrJrJ r J r J r J r J r JrJrJr SSKJrJrJrJrJrJrJrJrJrJrJr SSKJrJrJ r SSK!J"r" SS K#J$r$ SS K%J&r& SS K'J(r( SS K)J*r* \(aSS K+J,r, SSK-J.r. SSK/J0r0 \"S5r1\\\ \1/\ \ \14\"4r2\\S\3/\ S4\"4r4\\S/\ \\ \3\4/S4\44\"4r5S\\S\ \3\4S\ \34Sjr6\"SSS9r7\"SSS9r8\9"5SSS.S\S\ \3S\3S\:S\;\4 S jjrS\ \34S'jr?"S(S)\5r@"S*S+\5rA"S,S-\3\5rB\"S.S/9rC\\B\C4rD\\@\4rE\\A\\4rF\\@\A\3\G\H\>\:4rI\&S0rJ"S1S2\5rK"S3S4\5rL"S5S6\5rM"S7S8\5rN"S9S:\5rO"S;S<\5rP"S=S>\5rQ"S?S@\5rR"SASB\5rS\O\N\Q\RSC.rT"SDSE\5rU"SFSG\5rV"SHSI\5rW"SJSK\5rXg)LN) defaultdict)Enum) TYPE_CHECKINGAnyCallableDictIterableListOptionalTupleTypeTypeVarUnion) BaseModel ConfigDictField StrictBool StrictFloat StrictInt StrictStrValidationErrorconstr create_modelfield_validator)ConfigValidationErrorModel Optimizer)Promise)NAMES)Literal)Lookups)is_cython_func)Language)Example)VocabItemTr$r%schemaobjreturnc U"S0UD6 /$![anUR5n[[5nUHfnSR UR S/5Vs/sHn[ U5PM Os snfsn5nXGRUR S55 Mh UR5VV s/sHupSUSSR U 53PM Os sn nfsn nsSnA$SnAff=f) zValidate data against a given pydantic schema. obj (Dict[str, Any]): JSON-serializable data to validate. schema (pydantic.BaseModel): The schema to validate against. RETURNS (List[str]): A list of error messages, if available. z -> locmsg[z] z, N) rerrorsrlistjoingetstrappenditems) r(r)er0dataerrorperr_locr,r-s g/var/www/eduai.edurigo.com/storigo/production/storigo_env/lib/python3.13/site-packages/spacy/schemas.pyvalidater=6s J   J4 Ekk599UB3G"H3Ga3q63G"HIG M 5!1 2=AJJLIL!C5499S>*+LII Js4 C,AC'A/ .AC'4#C C'!C,'C,forbidTextraarbitrary_types_allowedArgModel)excludenamestrictfuncrCrDrEch0n[R"U5nSnUR R 5HnURU;aMURUR:XaSnM3URUR:wa URO[n[U5(aSOSn URUR:wa UROU n X4XGR'M U=(a U(+n U (a[O[US'[U40UD6$![a [U[S9s$f=f)adGenerate a pydantic model for function arguments. func (Callable): The function to generate the schema for. exclude (Iterable[str]): Parameter names to ignore. name (str): Name of created model class. strict (bool): Don't allow extra arguments if no variable keyword arguments are allowed on the function. RETURNS (type[BaseModel]): A pydantic model. ) __config__FTN.rH)inspect signature ValueErrorrArgSchemaConfigExtra parametersvaluesrDkind VAR_KEYWORD annotationemptyrr#defaultArgSchemaConfig) rFrCrDrEsig_argssig has_variableparamrQ default_emptyrS is_stricts r< get_arg_modelr[Qs HC% L&&( ::  ::** * L ).)9)9U[[)HU%%c !/t 4 4# #(==EKK#?%--] *4!)"+|+I09_?SH\  ) ))1 CD-ABBCsDD10D1) get_examplesnlp)sectionrDrCsettingsr_c[XSS9nURU5R5$![a2nU(dSOSU3nSUS3n[ XR 5XS9SeSnAff=f) asValidate initialization settings against the expected arguments in the method signature. Will parse values if possible (e.g. int to string) and return the updated settings dict. Will raise a ConfigValidationError if types don't match or required values are missing. func (Callable): The initialize method of a given component etc. settings (Dict[str, Any]): The settings from the respective [initialize] block. section (str): Initialize section, for error message. name (str): Name of the block in the section. exclude (Iterable[str]): Parameter names to exclude from schema. RETURNS (Dict[str, Any]): The validated settings. InitArgModel)rCrD initializez initialize.z-Error validating initialization settings in [])titler0configparentN)r[model_validate model_dumprrr0) rFr`r_rDrCr(r7blockres r<validate_init_settingsrksx(4~ FF$$X.99;; $+ ;wi1H?waH# 8  s+ A'-A""A'cSn[U[5(a^/nUHTn[U[5(a+UR5VVs0sHupEU"U5U_M nnnUR U5 MV Un[ [ SU05$s snnf)Nch[U[5(aU[[5:a [U$U$N) isinstanceintlenr )ks r<(validate_token_pattern..s&Jq#$6$61s5z>aPqPpattern)ror1dictr6r5r=TokenPatternSchema)r)get_key convertedrvrrvs r<validate_token_patternr|sPG#t G'4((5<]]_E_TQ71:q=_E   W % &C(8 99FsB c\rSrSr%\"SSS9r\\\S4\ S'\"SSS9r \\ \\ S'\"SSS9r \\ \\ S '\"SS S9r \\ \\ S '\"SS S9r\\ \\ S '\"SSS9r\\ \\ S'\"SSS9r\\\S4\ S'\"SSS9r\\\S4\ S'\"SSS9r\\\S4\ S'\"SSS9r\\\S4\ S'\"SSS9r\\\S4\ S'\"SSS9r\\\S4\ S'\"SSS9r\\\S4\ S'\"SSS9r\\\S4\ S'\"SS S9r\\\S4\ S!'\"SS"S9r\\\S4\ S#'\"S$S%S&9r\"S'S(S)9\S*55rS+rg),TokenPatternStringNregexaliasREGEXinINnot_inNOT_IN is_subset IS_SUBSET is_superset IS_SUPERSET intersects INTERSECTSfuzzyFUZZYfuzzy1FUZZY1fuzzy2FUZZY2fuzzy3FUZZY3fuzzy4FUZZY4fuzzy5FUZZY5fuzzy6FUZZY6fuzzy7FUZZY7fuzzy8FUZZY8fuzzy9FUZZY9r>Tr@populate_by_name*beforemodec"Uc [S5eU$NzNone / null is not allowedrKclsr{s r<raise_for_none!TokenPatternString.raise_for_none 99: :rur/) __name__ __module__ __qualname____firstlineno__rrr rr__annotations__rr rrrrrrrrrrrrrrr model_configr classmethodr__static_attributes__r/rur<r~r~sv>CDPW>XE8E)%99: ;X$)$d$;Bi!;(-d((CFHT)_ %C+0[+IIxY(I-24}-MK$y/*M,1$l,KJi)K>CDPW>XE8E)%99: ;X?D H@FHU9&::; <@E H@FHU9&::; <@E H@FHU9&::; <@E H@FHU9&::; <@E H@FHU9&::; <@E H@FHU9&::; <@E H@FHU9&::; <@E H@FHU9&::; <@E H@FHU9&::; <HtDLSx()rur~c \rSrSr%\"SSS9r\\\S'\"SSS9r \\ \ \S'\"SSS9r \\ \ \S '\"SS S9r \\ \ \S '\"SS S9r\\ \ \S '\"SSS9r\\ \ \S'\"SSS9r\\\ \4\S'\"SSS9r\\\ \4\S'\"SSS9r\\\ \4\S'\"SSS9r\\\ \4\S'\"SSS9r\\\ \4\S'\"SSS9r\\\ \4\S'\"SSS9r\"SS S!9\S"55rS#rg)$TokenPatternNumberNrrrrrrrrrrrrrz==EQz!=NEQz>=GEQz<=LEQ>GT<LTr>Trrrrc"Uc [S5eU$rrrs r<r!TokenPatternNumber.raise_for_nonerrur/)rrrrrrr rrrr rrrrrrrrrrrrrrrrrrrr/rur<rrs!&t7!;E8I ;$)$d$;Bi!;(-d((CFHT)_ %C+0[+IIxY(I-24}-MK$y/*M,1$l,KJi)K27D2IBy+-./I38T3JC% ;./ 0J38T3JC% ;./ 0J38T3JC% ;./ 0J27C2HBy+-./H27C2HBy+-./HHtDLSx()rurc~\rSrSr%\"S5r\\S'\"S5r\\S'\"S5r\\S'\"S5r \\S 'S r g ) TokenPatternOperatorSimple+plusrstar?question! exclamationr/N) rrrrrrrrrrrr/rur<rrs:nD)$nD)$#C.Hi(&s^K+rurz#^(\{\d+\}|\{\d+,\d*\}|\{\d*,\d+\})$)rv)r\IOBrrcD\rSrSr%Sr\\\S'Sr\\\S'Sr \\\S'Sr \\\S'Sr \\\S'Sr \\\S'Sr \\\S 'Sr\\\S 'Sr\\\S 'Sr\\\S 'Sr\\\S 'Sr\\\S'Sr\\\S'Sr\\\S'Sr\\\S'Sr\\\S'Sr\\\S'Sr\\\S'Sr\\\S'Sr\\\S'Sr\\\S'Sr\\\S'Sr \\\S'Sr!\\\S'Sr"\\\S'Sr#\\\S'Sr$\\\S'Sr%\\\S'Sr&\\\S'Sr'\\\S 'Sr(\\\S!'Sr)\\\S"'Sr*\\\S#'Sr+\\\S$'Sr,\\\S%'Sr-\\.\S&'\/"SS'S(9r0\\1\2\34\S)'\4"S*S+S,S-9r5\6"S.S/S09\7S155r8S2r9g)3 TokenPatterniNorthtextlowerpostagmorphdeplemmashapeent_typeent_iobent_id ent_kb_idnormlengthspacyis_alphais_asciiis_digitis_loweris_upperis_titleis_punctis_space is_bracketis_quote is_left_punctis_right_punct is_currencyis_stop is_sent_start sent_startlike_numlike_url like_emailop_r underscorer>Tc"UR5$rn)upper)values r<rsTokenPattern.1s ekkmru)r@ralias_generatorrrrc"Uc [S5eU$rrrs r<rTokenPattern.raise_for_none4rrur/):rrrrrr StringValuerrrrrrrrrrrIobValuerrrr NumberValuerrrrrrrrrrrrrrrrrrrrrrTokenPatternOperatorrrrrUnderscoreValuerrrrrrr/rur<rrsu"&D(; &"&D(; &#'E8K '!%C+ %!%C+ %#'E8K '!%C+ %#'E8K '#'E8K '&*Hh{#*"&GXh &$(FH[ !('+Ix $+"&D(; &$(FH[ !("&E8J &%)Hhz")%)Hhz")%)Hhz")%)Hhz")%)Hhz")%)Hhz")%)Hhz")%)Hhz")'+J$+%)Hhz")*.M8J'.+/NHZ(/(,K*%,$(GXj !(*.M8J'.'+J$+%)Hhz")%)Hhz")'+J$+)-B%&-=B4s=SJi89:S3L Sx()rurc@\rSrSr%\"SSS9r\\\S'\ "SS9r Sr g ) rxi<.r) min_lengthrvr>r@r/N) rrrrrrvr rrrrrr/rur<rxrx<s""'":GT, :H-Lrurxc\rSrSr%\"SSS9r\\S'\"SSS9r\\S'\"SSS9r \\S '\"S S S9r \\S '\"S SS9r \\S'\"/SS9r \ \\S'\"/SS9r\ \\S'\"S SS9r\\S'\"S SS9r\\S'\"S SS9r\\S'\"S SS9r\\S'\"S SS9r\\S'\"SSS9r\\\ \\ \\\44\S '\"0S!S9r\\\4\S"'\"0S#S9r\\\ \4\S$'\"0S%S9r\\\4\S&'\"S S'S9r\\S('S)rg)*ModelMetaSchemaiE.z#Two-letter language code, e.g. 'en'relangz Model namerDz Model versionversionr\z#Compatible spaCy version identifier spacy_versionrz9Name of parent spaCy package, e.g. spacy or spacy-nightlyparent_packagezIAdditional Python package dependencies, used for the Python package setup requirementszNames of pipeline componentspipelinezModel description descriptionz Model licenselicensezModel author nameauthorzModel author emailemailzModel author URLurlNzTraining data sourcessourceszIncluded word vectorsvectorsz)Component labels, keyed by component namelabelszAccuracy and speed numbers performancezCommit of spaCy version usedspacy_git_versionr/)rrrrrrrrrDrrrrr rrrrrrrr rrr4rrrrrrr/rur<r r Es}C'LMD)MC|4D)4s/:GY:$R/TUM9U %g5p qNIq$)"4%AL$y/A %b0N OHd9oO"2-@AKAr9GY9b(;Tr?r/)(rrrrrr rrr"r$Batcherr&rr'rr)r*r+r,r r-r.r/rrr1rr2Loggerr3r r4r4r5rr6rrrrr/rur<rrcs!#-QRJ R#C/XYL)YS(GHGWH N;G[;+opHip!#-TUJ U ,YZIyZ %c1` aNIa %c ?D(9 ?).s:`)aM8I&a%*36d%eeNSTW`^O_M4 8E+y2H,I#JJK_ ,BCIyC3&MNFFN#(4s#ttCyt',S8y'z49zCHUgDhNHXzlJ&>?@hLQRU^dMeM8Hj$sCx.%A4%GHIeHdKLrurcP\rSrSr%\"SSS9r\\S'\"SSS9r\ \\S'\"SSS9r \ \\S '\"SS S9r \ \S '\"SS S9r \\ \S /\S 4\S'\"SSS9r\\ S /S 4\S'\"SSS9r\\ S /S 4\S'\"SSS9r\\\S'\"SSS9r\ \S'\"SSS9rSrg)ConfigSchemaNlpi|.zThe base language to user rz%The pipeline component names in orderrz)Pipeline components to disable by defaultdisabledzThe tokenizer to use tokenizerz@Optional callback to modify Language class before initializationr$before_creationz\Optional callback to modify nlp object after creation and before the pipeline is constructedafter_creationzHOptional callback to modify nlp object after the pipeline is constructedafter_pipeline_creationzDefault batch size batch_sizezVectors implementationrr>Tr?r/N)rrrrrrrrrr r;r<rr=r r r>r?r@rprrrrr/rur<r:r:|s C'ABD)B %c1X YHd9oY %c1\ ]Hd9o]+ABIxBPUVYbdQeOXhZ(8'94 ;K'KLMeCHUsDtNHXzlJ&>?@tLQRU^hMiXh |Z/G&HIi %c1E FJ Fc)ABGXBHdKLrur:c \rSrSr\"SS9rSrg)ConfigSchemaPretrainEmptyir>r r/N)rrrrrrrr/rur<rBrBs H-LrurBc.\rSrSr%\"SSS9r\\S'\"SSS9r\ \S'\"SSS9r \ \\S '\"SS S9r \ \\S '\"SS S9r \\S '\"SSS9r\\S'\"SSS9r\\S'\"SSS9r\\S'\"SSS9r\\S'\"SSS9r\S\/\4\S'\"SSS9rSrg)ConfigSchemaPretraini.r(r r)r%r&zASaving additional temporary model after n batches within an epoch n_save_everyz Saving model after every n epoch n_save_epochr0r1r!corpusr#r$z'Component to find the layer to pretrain componentz(Layer to pretrain. Whole model if empty.layerz2A function that creates the pretraining objective.r& objectiver>Tr?r/N)rrrrrr)rrr&rrEr rFr1rrGrr$r7rHr4rIrJrrrrrr/rur<rDrDs!#-TUJ U N;G[;(-c9|(}L(9%}(-c9[(\L(9%\ ,BCIyCc)RSFISS(GHGWH3&OPIsPs"LME3M38Dx3yIx%(%/0yHdKLrurDc>\rSrSr%\"SSS9r\\\S'\"SSS9r \\ \S'\"SSS9r \\\S '\"SS S9r \\\S '\"SS S9r \\\4\S '\"SSS9r\\\\\44\S'\"SSS9r\\S/S4\S'\"SSS9r\\S/S4\S'\"SSS9rSrg)ConfigSchemaIniti.z&Path to JSON-formatted vocabulary filer  vocab_dataz-Vocabulary lookups, e.g. lexeme normalizationlookupszPath to vectorsrz"Path to pretrained tok2vec weights init_tok2vecz0Arguments to be passed into Tokenizer.initializer<zYArguments for TrainablePipe.initialize methods of pipeline components, keyed by component componentszTr?r/N)rrrrrrMr rrrNr"rrOr<rrrPrQrrRrrrr/rur<rLrLs&+C7_&`J#`!&s2a!bGXg b#(4E#FGXi F(-c9](^L(9%^&+C7i&jItIsN#j8=cJe9fJYY^ 445f@EcRPAQK(J<#;<=Q?DSQN@OJ:, ":;<OHdKLrurLc\rSrSr%\\S'\\S'0r\\ \ 4\S'\ \ \ \ \ 44\S'\ \ \4\S'\\S'\"SS S 9rS rg ) ConfigSchemaitrainingr^ pretrainingrPcorporarcallowTr?r/N)rrrrrrr:rVrrDrBrr4rReaderrLrrrr/rur<rTrTs]"" JLK+-FFGLS$sCx.()) #v+   GTJLrurT)r^rUrVrcc*\rSrSr%\\S'\\S'Srg)RecommendationTrfItemirD size_factorr/N)rrrrr4rrprr/rur<r[r[s Irur[c*\rSrSr%\\S'\\S'Srg)RecommendationTrfi efficiencyaccuracyr/N)rrrrr[rrr/rur<r^r^s%%##rur^cL\rSrSr%Sr\\\S'Sr\\ \S'Sr \ \S'Sr g)RecommendationSchemaiN word_vectors transformerT has_lettersr/) rrrrrcr r4rrdr^reboolrr/rur<rbrbs*"&L(3-&/3K+,3Krurbc \rSrSr%Sr\"SSS9r\\\ \ 4\ S'\"SSS9r \\ \\ \\\ 44\ S'\"SS S9r\\ \\ \4\ S '\"S S S9r\ \ S '\"SSS9r\\\ \ \\ \\ \444\ S'\"S SS9r\ \\ \\ \44\ S'\"SSSS9r\\\ \4\ S'\"SSS9r\\\ \ \\ \44\ S'\"SSS9r\\\ \ \\ \44\ S'Srg) DocJSONSchemaiz: JSON/dict format for JSON representation of Doc objects. Nz+Categories with corresponding probabilitiesr catszInformation on entitiesentsz+Indices of sentences' start and end indicessents.z Document textrz2Span information - end/start indices, label, KB IDspansz*Token information - ID, start, annotationstokensz4Any custom data stored in the document's _ attributer)rerunderscore_docz1Any custom data stored in the token's _ attributeunderscore_tokenz0Any custom data stored in the span's _ attributeunderscore_spanr/)rrrr__doc__rrir rrrrrjr rrrkrrlrmrnrrorprr/rur<rhrhs49 A4D(4 ;./ 0JO -JD(4Yi.B(CCDE F9> A9E8Di234 5C7D)7 dNO 8 YT)U9i3G-H"HIJ JK PBG ?BFDiy)';!<<= >6; D6NHT)S.12 OT GOhtItDC4H/I$IJKNS FNOXd9d4 33G.H#HIJrurh)YrI collectionsrenumrtypingrrrrr r r r r rrpydanticrrrrrrrrrrr thinc.apirrr thinc.configrattrsr compatr!rNr"utilr#languager$rUr%vocabr&r'r7r4rYr8r=rTrLtuplerftyper[rkr1r|r~rrTokenPatternOperatorMinMaxrrrrpfloatrrrrxr rr:rBrDrLrTCONFIG_SCHEMASr[r^rbrhr/rur<rsK#        >=  "!  (5/*HT%[,AABGK L xS)8I+>>?H I x eHd38n5Et5K,Lh,V&WWXZaa bJT)_J4S>Jd3iJ,8TJ!$O #W +* +*c]+*  +*  +*  )_ +*d"4  38nc]    c]  #s(^D : :c :++\0,d,$,RS79SST& 12 & ;>? *CeT4G 0 1292j..SiS<L9L2 Li L . .L9L" Ly LK9K $'" I $ $ 9 Iru