9iFW^SSKrSSKJrJrJrJrJrJr SSKJ r J r SSK J r J r JrJrJrJrJrJrJrJrJrJr SSK JrJr S S KJrJrJ r \\ /S4r!\"S 5r"\"S \#\$\ 4S 9r%\&"5r'\S\\"S\\"4Sj5r(\SS.S\)S\\\"/\\"44Sjj5r(S:SS.S\\\"S\)S\\\"\\\"/\\"444Sjjjr(S\\%S\#SS4Sjr*\ S\\%S\4Sj5r+S\\%S\#\$\ 44Sjr,\\SSSSS4S\\-\!\!4S\\ \4S\\/\ 4\4S\)S \)S!\\)S"\)S#\\#S$\ S\ 4S%jjr.S\!4S&jr/S'\$S(\ S)\ SS4S*jr0S'\$S(\ S+\1\ S,4SS4S-jr2S'\$S(\ S+\1\ S,4SS4S.jr3S'\$S(\ S+\1\ S,4SS4S/jr4S'\$S(\ S+\1\ S,4SS4S0jr5S'\$S(\ S+\1\ S,4SS4S1jr6S'\$S(\ S+\1\ S,4SS4S2jr7S'\$S(\ S)\SS4S3jr8S4\S\!4S5jr9S\ S\)4S6jr:S7\ S\)4S8jr;\\2\\3\-\4\#\5\1\6\<\70r=/S9Qr>g!\a/ SSKJrJr GN!\a \"SS05r\"SS05rGNf=ff=f);N) _MISSING_TYPEMISSINGFieldfieldfieldsmake_dataclass) lru_cachewraps) AnnotatedAnyCallable ForwardRefLiteralOptionalTypeTypeVarUnionget_args get_originoverload) NotRequiredRequiredrr)#StrictDataclassClassValidationErrorStrictDataclassDefinitionError#StrictDataclassFieldValidationErrorT TypedDictType)boundclsreturncgNr)r!s [/var/www/html/land-doc-ocr/venv/lib/python3.13/site-packages/huggingface_hub/dataclasses.pystrictr&/s%(F accept_kwargsr)cgr$rr(s r%r&r&3sLOr'cb^S[[S[[4U4SjjnUbU"U5$U$)a Decorator to add strict validation to a dataclass. This decorator must be used on top of `@dataclass` to ensure IDEs and static typing tools recognize the class as a dataclass. Can be used with or without arguments: - `@strict` - `@strict(accept_kwargs=True)` Args: cls: The class to convert to a strict dataclass. accept_kwargs (`bool`, *optional*): If True, allows arbitrary keyword arguments in `__init__`. Defaults to False. Returns: The enhanced dataclass with strict validation on field assignment. Example: ```py >>> from dataclasses import dataclass >>> from huggingface_hub.dataclasses import as_validated_field, strict, validated_field >>> @as_validated_field >>> def positive_int(value: int): ... if not value >= 0: ... raise ValueError(f"Value must be positive, got {value}") >>> @strict(accept_kwargs=True) ... @dataclass ... class User: ... name: str ... age: int = positive_int(default=10) # Initialize >>> User(name="John") User(name='John', age=10) # Extra kwargs are accepted >>> User(name="John", age=30, lastname="Doe") User(name='John', age=30, *lastname='Doe') # Invalid type => raises >>> User(name="John", age="30") huggingface_hub.errors.StrictDataclassFieldValidationError: Validation error for field 'age': TypeError: Field 'age' expected int, got str (value: '30') # Invalid value => raises >>> User(name="John", age=-1) huggingface_hub.errors.StrictDataclassFieldValidationError: Validation error for field 'age': ValueError: Value must be positive, got -1 ``` r!r"c >^^^^^[TS5(d[STRS35e0n[T5Hn/nUR [ U55 UR RS5nUb^[U[5(dU/nUH/n[U5(aM[SURSUS35e URU5 X1UR'M UTl TRmS[S [ S [S S4U4S jjnUTlT(abTR"m[%T5S [S S4UU4Sjj5nUTlTR&m[%T5S [ 4UU4Sjj5nUTl/n [)T5Hn U R+S5(dM[-TU 5n [/U 5(dM9[1[2R4"U 5R65S:wa[STRSU S35eU R U 5 M U TlS[:S S4U4Sjjn SU l[TS5(a5[-TR>SS5(d[STRS35eU TlTR"m[%T5SUU4Sjj5n [ATSU 5 T$)N__dataclass_fields__zClass 'z.' must be a dataclass before applying @strict. validatorzInvalid validator for field '': z.. Must be a callable taking a single argument.selfnamevaluer"c>URRU/5H nU"U5 M T"XU5 g![[4an[ XS9UeSnAff=f)z1Custom __setattr__ method for strict dataclasses.)rcauseN)__validators__get ValueError TypeErrorr)r0r1r2r.eoriginal_setattrs r%__strict_setattr__0strict..wrap..__strict_setattr__sc"0044T2> Ze$? T / #I.Z=DRXYYZs8A AAkwargsc.>[T 5Vs1sHo"RiM nnUR5VVs0sHupEXC;dM XE_M nnnT "U40UD6 UR5HupxXs;dM URXx5 M gs snfs snnfr$)rr1items __setattr__) r0r=fdataclass_fieldskvstandard_kwargsr1r2r! original_inits r%__init__&strict..wrap..__init__s5;3K#@KqFFK #@4:LLN"\NDAaF[414N"\d6o6$*<<>KD3((5$2$A"\sB  BBc>T"U5nURR5VVs/sH up#UTR;dMSUSU<3PM" nnnSRU5nU(a USSSUS3$U$s snnf)N*=z, ))__dict__r?r-join)r0 standard_reprrCrDadditional_kwargsadditional_reprr! original_reprs r%__repr__&strict..wrap..__repr__s!.d 3 !% 3 3 5%!6 8 88"as!A5M 5"% #')),=">GX-,-R/@Bj]jj%s A6 A6 validate_rz' has a class validator 'z' that takes more than one argument. Class validators must take only 'self' as an argument. Methods starting with 'validate_' are considered to be class validators.c>TRH nU"U5 M g![[4an[URUS9UeSnAff=f)z%Run class validators on the instance.)r.r4N)__class_validators__r7r8r__name__)r0r.r9r!s r%validate&strict..wrap..validatesP 55 ldO6#I.l= HZHZbcdjkklsA AA TrZ"__is_defined_by_strict_decorator__Fz' already implements a method called 'validate'. This method name is reserved when using the @strict decorator on a dataclass. If you want to keep your own method, please rename it.c@>T"U/UQ70UD6 TRU5 g)z*Run class validators after initialization.N)rZ)r0argsr=r! initial_inits r%init_with_validate0strict..wrap..init_with_validates#  / / / LL r'rG)r"N)!hasattrrrYrappend_create_type_validatormetadatar6 isinstancelist _is_validatorr1extendr5r@r strrGr rTdir startswithgetattrcallableleninspect signature parametersrXrr\rZsetattr)r!field_validatorsrA validatorscustom_validatorr.r;rGrTclass_validatorsr1methodrZr`r_rFrSr:r)s` @@@@r%wrapstrict..wrapqss2330#,,'UV  :<AJ   4Q7 8 zz~~k: +!"2D99(8'9$!1I(33<;AFF83ykQA"2 !!"23'1QVV $.?? 0S 0 0C 0D 0- LLM = ! 6 6 6" 6$CL LLM = ! k# k" k $CLHD??;//S$'FF##7$$V,778A=4cll^+DTFK>>  # #F +$4  l1 l l7;3 3 # #3<<)MuUU4cll^,NN   || |     Z!34 r')rr)r!r)rys ` r%r&r&7s8tH$q'Hd1gHV491T1r'schemadatac*[U5nU"S0UD6 g)an Validate that a dictionary conforms to the types defined in a TypedDict class. Under the hood, the typed dict is converted to a strict dataclass and validated using the `@strict` decorator. Args: schema (`type[TypedDictType]`): The TypedDict class defining the expected structure and types. data (`dict`): The dictionary to validate. Raises: `StrictDataclassFieldValidationError`: If any field in the dictionary does not conform to the expected type. Example: ```py >>> from typing import Annotated, TypedDict >>> from huggingface_hub.dataclasses import validate_typed_dict >>> def positive_int(value: int): ... if not value >= 0: ... raise ValueError(f"Value must be positive, got {value}") >>> class User(TypedDict): ... name: str ... age: Annotated[int, positive_int] >>> # Valid data >>> validate_typed_dict(User, {"name": "John", "age": 30}) >>> # Invalid type for age >>> validate_typed_dict(User, {"name": "John", "age": "30"}) huggingface_hub.errors.StrictDataclassFieldValidationError: Validation error for field 'age': TypeError: Field 'age' expected int, got str (value: '30') >>> # Invalid value for age >>> validate_typed_dict(User, {"name": "John", "age": -1}) huggingface_hub.errors.StrictDataclassFieldValidationError: Validation error for field 'age': ValueError: Value must be positive, got -1 ``` Nr)!_build_strict_cls_from_typed_dict)r{r| strict_clss r%validate_typed_dictrsX36:Jr'c [U5n[USS5(dUR5H~up#[U5nU[LaH[ U5tpV[ U5(d [Un[[U/[U5-5X'Ma[ U5(aMs[UX'M /nUR5Hiup#[U5[La3[ U5tpVUR"X%[[SUS0S945 MJUR"X#[[S945 Mk [[URU55$)N __total__Tr.r)defaultre)r)_get_typed_dict_annotationsrmr?rr r_is_required_or_notrequiredrtuplergrcr_TYPED_DICT_DEFAULT_VALUEr&rrY)r{ type_hintskeyr2originbasemetars r%r~r~1s"-V4J 6; - -$**,JC&F"&uo 2488&t,D"+E4&4:2E,F"G 077"-e"4 -F &&(  e  )"5/KD MM3e4MYdfjklfmXn&op q MM3u5N'OP Q ) .&9 ::r'c SSKnURU5$![aW URR S05R 5VVs0sHup#X#bUO [ S5_M Os snnfsnns$f=f)z0Extract type annotations from a TypedDict class.rN__annotations__) annotationlibget_annotations ImportErrorrNr6r?type)r{rr1r2s r%rrPsz  ,,V44  &223DbIOOQ   R  ,%$t* <Q    s7A8A+* A87A8Tr.rdefault_factoryinitreprhashcomparerer=c j[U[5(dU/nUc0nXS'[SUUUUUUUS.UD6$)a Create a dataclass field with a custom validator. Useful to apply several checks to a field. If only applying one rule, check out the [`as_validated_field`] decorator. Args: validator (`Callable` or `list[Callable]`): A method that takes a value as input and raises ValueError/TypeError if the value is invalid. Can be a list of validators to apply multiple checks. **kwargs: Additional arguments to pass to `dataclasses.field()`. Returns: A field with the validator attached in metadata r.rrrrrrrer)rfrgr) r.rrrrrrrer=s r%validated_fieldr`s\4 i & &K %[  '       r'c^[[SSSSS4S[[[4S[[/[4[4S[ S[ S[ [ S[ S [ [S [4U4S jjjnU$) z Decorates a validator function as a [`validated_field`] (i.e. a dataclass field with a custom validator). Args: validator (`Callable`): A method that takes a value as input and raises ValueError/TypeError if the value is invalid. TNrrrrrrrer=c ,>[T4UUUUUUUS.UD6$)Nr)r) rrrrrrrer=r.s r%_inner"as_validated_field.._inners9   +    r')rrr rr boolrdict)r.rs` r%as_validated_fieldrs.5CJ##' sM)* xC0-?@    tn    4.   , Mr'r1r2 expected_typec[U5n[U5nU[Lag[R U5=n(a U"XU5 g[ U[ 5(a [XU5 g[ U[5(d[ U[5(agU[La(U[La[SUS35e[XUS5 gU[LaU[Lag[XUS5 g[SUSU35e)z.Validate that 'value' matches 'expected_type'.NField 'z' is required but missing.rzUnsupported type for field 'r/)rrr _BASIC_TYPE_VALIDATORSr6rfr_validate_simple_typerrjrrr8type_validatorr)r1r2rrr^r.s r%rrs  &F M "D,008 8 8$t$ M4 ( (d=9 M: . .*]C2P2P 8  - -gdV+EFG GtDG, ;  - - tDG,6tfC OPPr'r^.c /nUHn[XU5 g [SUS[ U5SUSSR U535e![a%nUR[U55 SnAMmSnAff=f)z8Validate that value matches one of the types in a Union.Nrz ' with value z doesn't match any type in z . Errors: z; )rr8rcrjrrO)r1r2r^errorstr9s r%_validate_unionrs F  " 4 *   $}T%[M1LTFR\]a]f]fgm]n\op  " MM#a& ! ! "s A A7A22A7c6X;a[SUSUSU35eg)zValidate Literal type.rz' expected one of , got N)r8)r1r2r^s r%_validate_literalrs, '$'9$veWMNNr'c [U[5(d$[SUS[U5R35eUSn[ U5HupE[ USUS3XS5 M g ![an[SUSUS35UeS nAff=f) zValidate list[T] type.rz' expected a list, got r[]Invalid item at index z in list ''N)rfrgr8rrY enumeraterr1r2r^ item_typeiitemr9s r%_validate_listrs eT " "'$'>tE{?S?S>TUVVQIU# R dV1QCq>4 ;$ R4QCz$qIJPQ Q RsA'' B 1BB c:[U[5(d$[SUS[U5R35eUup4UR 5H(upV[ US3XS5 [ USU<S3Xd5 M* g![an[SUS35UeSnAff=f) zValidate dict[K, V] type.rz' expected a dict, got z.keyrrzInvalid key or value in dict 'rN)rfrr8rrYr?r)r1r2r^key_type value_typerCrDr9s r%_validate_dictrs eT " "'$'>tE{?S?S>TUVV H  M dV4=! 6 dV1QE+Q ; M A W$q1~t>$?  W"8;tfA NOUVV W W"8;tfA NOUVV Ws0&C2D2 D<DD D9!D44D9c [U[5(d$[SUS[U5R35eUSn[ U5HupE[ US3XS5 M g![an[SUS35UeSnAff=f)zValidate set[T] type.rz' expected a set, got rz itemzInvalid item in set 'rN)rfsetr8rrYrrrs r% _validate_setrs eS ! !'$'=d5k>R>R=STUUQIU# D dV5>4 ;$ D3D6;>Bc [X5(d>[SUSURS[U5RS[ U5S3 5eg)z&Validate simple type (int, str, etc.).rz ' expected rz (value: rMN)rfr8rYrr)r1r2rs r%rrsY e + +dV;}'='=&>fT%[EYEYDZZcdhindocppq r   ,r'rc(^S[SS4U4SjjnU$)z-Create a type validator function for a field.r2r"NcH>[TRUTR5 gr$)rr1r)r2rs r%r.)_create_type_validator..validator)suzz5%**5r')r )rr.s` r%rdrd%s666 r'c[U5(dg[R"U5n[URR 55n[ U5S:XagUSR[RR[RR[RR4;agUSSH-nUR[RR:XdM- g g)zCheck if a function is a validator. A validator is a Callable that can be called with a single positional argument. The validator can have more arguments with default values. Basically, returns True if `validator(value)` is possible. FrrNT)rnrprqrgrrvaluesrokind ParameterPOSITIONAL_OR_KEYWORDPOSITIONAL_ONLYVAR_POSITIONALrempty)r.rqrr parameters r%rhrh/s I  !!),Ii**1134J :!!}//))((" ^    1 1 7 7 7$ r' type_hintc^U[[4;=(d [U5[[4;$)z2Helper to check if a type is Required/NotRequired.)rrr)rs r%rrJs' ;/ / eJy4IhXcMd4der')r&rr Validator_Trrrr$)?rp dataclassesrrrrrr functoolsr r typingr r r rrrrrrrrrrrrtyping_extensionsrrrrrrrrrjrobjectrr&rrr~rrgrrrrrrrrrrrrdrhrrr__all__rr'r%rsKTT&     2,ud{#  CLtCH~> "H (Q(DG( ( $)OTOhQy$q'7I.JO O"E2