7P[iFW0ddlZddlmZmZmZmZmZmZddlm Z m Z ddl m Z m Z mZmZmZmZmZmZmZmZmZmZ ddl mZmZd d lmZmZm Z ee gdfZ!ed Z"ed e#e$e f Z%e&Z'edee"dee"fdZ(eddde)deee"gee"ffdZ( d:dddeee"de)deee"eee"gee"fffdZ(dee%de#ddfdZ*e dee%defdZ+dee%de#e$e ffdZ,eedddddfdee-e!e!fdee efdeege fefde)d e)d!ee)d"e)d#ee#d$e de fd%Z.de!fd&Z/d'e$d(e d)e ddfd*Z0d'e$d(e d+e1e d,fddfd-Z2d'e$d(e d+e1e d,fddfd.Z3d'e$d(e d+e1e d,fddfd/Z4d'e$d(e d+e1e d,fddfd0Z5d'e$d(e d+e1e d,fddfd1Z6d'e$d(e d+e1e d,fddfd2Z7d'e$d(e d)eddfd3Z8d4ede!fd5Z9de de)fd6Z:d7e de)fd8Z;ee2ee3e-e4e#e5e1e6ey#e$r- ddlmZmZn#e$reddiZeddiZYnwxYwYwxYw);N) _MISSING_TYPEMISSINGFieldfieldfieldsmake_dataclass) lru_cachewraps) AnnotatedAnyCallable ForwardRefLiteralOptionalTypeTypeVarUnionget_args get_originoverload) NotRequiredRequiredrr)#StrictDataclassClassValidationErrorStrictDataclassDefinitionError#StrictDataclassFieldValidationErrorT TypedDictType)boundclsreturncyNr)r!s i/var/www/html/chatbot/Makanify-Chatbot-2/venv/lib/python3.12/site-packages/huggingface_hub/dataclasses.pystrictr&/s%(F accept_kwargsr)cyr$rr(s r%r&r&3sLOr'c\dttdttffd }|||S|S)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 tdstdjdi}tD]}g}|j t ||j jd}|Rt|ts|g}|D])}t|rtd|jd|d|j||||j<|_ jdtd t d td dffd }|_r^j"t%d td dffd }|_j&t%d t ffd }|_g} t)D]} | j+dst-| } t/| s-t1t3j4| j6dk7rtdjd| d| j | | _dt:d dffd } d| _tdr0t-j>ddstdjd| _j"t%dfd } tAd| S)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|jj|gD] } || |||y#ttf$r}t |||d}~wwxYw)z1Custom __setattr__ method for strict dataclasses.)rcauseN)__validators__get ValueError TypeErrorr)r0r1r2r.eoriginal_setattrs r%__strict_setattr__z0strict..wrap..__strict_setattr__so"0044T2> Z Ze$ Z T4 / #I.Z=DPQRXYYZs7AAAkwargsc t Dchc]}|j}}|jDcic] \}}||vs ||}}} |fi||jD]\}}||vs |j||ycc}wcc}}wr$)rr1items __setattr__) r0r<fdataclass_fieldskvstandard_kwargsr1r2r! original_inits r%__init__z&strict..wrap..__init__s5;3K#@qAFF#@ #@4:LLN"\DAqaK[F[1a4"\"\d6o6$*<<>6KD%#33((u56$A"\sB B B c|}|jjDcgc]\}}|jvrd|d|}}}dj|}|r |ddd|dS|Scc}}w)N*=z, ))__dict__r>r-join)r0 standard_reprrBrCadditional_kwargsadditional_reprr! original_reprs r%__repr__z&strict..wrap..__repr__s!.d 3 !% 3 3 5%1 8 88s!A5M%!% #')),=">GX-,-R/@Bj]jj%s A* validate_rz' has a class validator 'z' that takes more than one argument. Class validators must take only 'self' as an argument. Methods starting with 'validate_' are considered to be class validators.cjD] } || y#ttf$r}t|j||d}~wwxYw)z%Run class validators on the instance.)r.r4N)__class_validators__r7r8r__name__)r0r.r9r!s r%validatez&strict..wrap..validatesW 55 l ldO l#I.l= HZHZbcdjkklsA AA TrW"__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@|g|i|j|y)z*Run class validators after initialization.N)rW)r0argsr<r! initial_inits r%init_with_validatez0strict..wrap..init_with_validates#  / / / LL r'rF)r"N)!hasattrrrVrappend_create_type_validatormetadatar6 isinstancelist _is_validatorr1extendr5r?r strrFr rRdir startswithgetattrcallableleninspect signature parametersrUrrXrWsetattr)r!field_validatorsr@ validatorscustom_validatorr.r;rFrRclass_validatorsr1methodrWr\r[rErQr:r)s` @@@@r%wrapzstrict..wrapqss230#,,'UV  :< 2AJ   4Q7 8 zz~~k: +!"2D9(8'9$!1I(3<;AFF83ykQA !!"23'1 QVV $ 2.?? 0S 0 0C 0D 0- LLM = ! 6 6 6" 6$CL LLM = ! k# k" k $CLH ,D??;/S$'FF#7$$V,778A=4cll^+DTFK>>  # #F + ,$4  l1 l l7;3 3 #3<<)MuU4cll^,NN   || |     Z!34 r')rr)r!r)rts ` r%r&r&7s8tH$q'Hd1gHV491T1r'schemadatac*t|}|di|y)a 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)rurv strict_clss r%validate_typed_dictrzsX36:Jr'c t|}t|dds|jD]t\}}t|}|turDt |^}}t |s t|}tt|gt|z||<]t |rit|||<vg}|jD]p\}}t|tur7t |^}}|j||ttd|difN|j||ttfrtt|j|S)N __total__Tr.r)defaultr`)r})_get_typed_dict_annotationsrhr>rr r_is_required_or_notrequiredrtuplerbr^r_TYPED_DICT_DEFAULT_VALUEr&rrV)ru type_hintskeyr2originbasemetars r%rxrx1s9-V4J 6; -$**, 5JC&F"&uo t248&t,D"+E4&4:2E,F"G 307"-e"4 3 5F &&(R U e  )"5/KD4 FMM3e4MYdfjklfmXn&op q FMM3u5N'OP Q R .&9 ::r'c  ddl}|j|S#t$rU|jj dij Dcic]\}}|||n t dncc}}wc}}cYSwxYw)z0Extract type annotations from a TypedDict class.rN__annotations__) annotationlibget_annotations ImportErrorrLr6r>type)rurr1r2s r%r~r~Ps}  ,,V44  &223DbIOOQ  e 5,%$t* <    s6A5 A(' A54A5Tr.r}default_factoryinitreprhashcomparer`r<c `t|ts|g}|i}||d<td|||||||d|S)a< Create a dataclass field with a custom validator. Useful to apply several checks to a field. If only applying one rule, check out the [`as_validated_field`] decorator. Args: validator (`Callable` or `list[Callable]`): A method that takes a value as input and raises ValueError/TypeError if the value is invalid. Can be a list of validators to apply multiple checks. **kwargs: Additional arguments to pass to `dataclasses.field()`. Returns: A field with the validator attached in metadata r.r}rrrrrr`r)rarbr) r.r}rrrrrr`r<s r%validated_fieldr`s[4 i &K %H[  '       r'cttdddddfdtttfdttgtftfdt dt dt t dt d t td tffd }|S) a Decorates a validator function as a [`validated_field`] (i.e. a dataclass field with a custom validator). Args: validator (`Callable`): A method that takes a value as input and raises ValueError/TypeError if the value is invalid. TNr}rrrrrr`r<c ,tf|||||||d|S)Nr)r) r}rrrrrr`r<r.s r%_innerz"as_validated_field.._inners9   +    r')rrr rr boolrdict)r.rs` r%as_validated_fieldrs.5CJ##' sM)* xC0-?@    tn    4.  , Mr'r1r2 expected_typect|}t|}|turytj |x}r ||||yt |t rt|||yt |tst |try|tur(|turtd|dt|||dy|tur|turyt|||dytd|d|)z.Validate that 'value' matches 'expected_type'.NField 'z' is required but missing.rzUnsupported type for field 'r/)rrr _BASIC_TYPE_VALIDATORSr6rar_validate_simple_typerrerrr8type_validatorr)r1r2rrrZr.s r%rrs  &F M "D,008 8 8$t$ M4 (dE=9 M: .*]C2P 8  - -gdV+EFG GtUDG, ;  - - tUDG,6tfC OPPr'rZ.c g}|D]} t|||ytd|dt |d|ddj |#t$r$}|jt|Yd}~kd}~wwxYw)z8Validate that value matches one of the types in a Union.Nrz ' with value z doesn't match any type in z . Errors: z; )rr8r^rerrM)r1r2rZerrorstr9s r%_validate_unionrs F " " 4 * "  $}T%[M1LTFR\]a]f]fgm]n\op  " MM#a& ! ! "s A A5A00A5c4||vrtd|d|d|y)zValidate Literal type.rz' expected one of , got N)r8)r1r2rZs r%_validate_literalrs. D'$'9$veWMNNr'c  t|ts$td|dt|j|d}t |D]\}} t |d|d||y #t$r}td|d|d|d }~wwxYw) zValidate list[T] type.rz' expected a list, got r[]Invalid item at index z in list ''N)rarbr8rrV enumeraterr1r2rZ item_typeiitemr9s r%_validate_listrs eT "'$'>tE{?S?S>TUVVQIU#R4 R dV1QCq>4 ;R R4QCz$qIJPQ Q Rs A"" B+A>>Bc0t|ts$td|dt|j|\}}|j D])\}} t |d||t |d|d||+y#t$r}td|d|d}~wwxYw) zValidate dict[K, V] type.rz' expected a dict, got z.keyrrzInvalid key or value in dict 'rN)rarr8rrVr>r)r1r2rZkey_type value_typerBrCr9s r%_validate_dictrs eT "'$'>tE{?S?S>TUVV Hj M1 M dV4=!X 6 dV1QE+Q ;M M W Ah W$q1~tX> W  W"8;tfA NOUVV W W"8;tfA NOUVV Ws0 C+D+ D 4DD  D0D++D0ct|ts$td|dt|j|d}t |D]\}} t |d||y#t$r}td|d|d}~wwxYw)zValidate set[T] type.rz' expected a set, got rz itemzInvalid item in set 'rN)rasetr8rrVrrrs r% _validate_setrs eS !'$'=d5k>R>R=STUUQIU#D4 D dV5>4 ;D D3D6;td|d|jdt|jdt |d y)z&Validate simple type (int, str, etc.).rz ' expected rz (value: rKN)rar8rVrr)r1r2rs r%rrsX e] +dV;}'='=&>fT%[EYEYDZZcdhindocppq r   ,r'rc$dtddffd }|S)z-Create a type validator function for a field.r2r"NcHtj|jyr$)rr1r)r2rs r%r.z)_create_type_validator..validator)suzz5%**5r')r )rr.s` r%r_r_%s666 r'ct|sytj|}t|jj }t |dk(ry|djtjjtjjtjjfvry|ddD]+}|jtjjk(s+yy)zCheck if a function is a validator. A validator is a Callable that can be called with a single positional argument. The validator can have more arguments with default values. Basically, returns True if `validator(value)` is possible. FrrNT)rirkrlrbrmvaluesrjkind ParameterPOSITIONAL_OR_KEYWORDPOSITIONAL_ONLYVAR_POSITIONALr}empty)r.rlrm parameters r%rcrc/s I !!),Ii**1134J :!!}//))((" ^    1 1 7 7 7 r' type_hintcP|ttfvxst|ttfvS)z2Helper to check if a type is Required/NotRequired.)rrr)rs r%rrJs' ;/ / eJy4IhXcMd4der')r&rzr Validator_Trrrr$)?rk dataclassesrrrrrr functoolsr r typingr r r rrrrrrrrrrrrtyping_extensionsrrrrrrrrrerobjectrr&rrzrxr~rbrrrrrrrrrrrr_rcrrr__all__rr'r%rsKTT&     2,ud{#  CLtCH~> "H (Q(DG( ( $)OTOhQy$q'7I.JO O"E2