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msgspec / _core.cpython-314-arm-linux-androideabi.so
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====$=%=& ='$==(=?,=@0=L4=M8=N<=O@=PD=\H=]L=^P=aT=iX=k\=n`=od=ph=ql={p=t=x=|=²ôB·àM¸°N¸ Q¸ðQ¸àW¹Y¹ø<½ü<¾=Àô@À=Á|BÁ!!!!!!ÀÁ===== =¤=¨=¬=	°=´=¸=
¼=À=Ä=È=Ì=Ð=Ô=Ø=Ü=à=ä=è=ì=ð=ô=ø= ü=!>">#>'>(>)>*>+>, >-$>.(>/,>00>14>28>3<>4@>5D>6H>7L>8P>9T>:X>;\><`>=d>>h>Al>Bp>Ct>Dx>E|>F>G>H>I>J>K>Q>R>S >T¤>U¨>V¬>W°>X´>Y¸>Z¼>[À>_Ä>`È>bÌ>cÐ>dÔ>eØ>fÜ>gà>hä>jè>lì>mð>rô>sø>tü>u?v?w?x?y?z?{?|?} ?~$?(?,?0?4?8?<?@?D?H?L?P?T?X?\?`?d?h?l?p?t?x?|????????? ? ¤?¡¨?¢¬?£°?¤´?¥¸?¦¼?§À?¨Ä?©È?ªÌ?«Ð?¬Ô?®Ø?¯Ü?°à?±ä?³è?´ì?µð?¶ô?ºø?»ü?¼Metareutcoffsetforce_setattrbases must be a tuple or None__slots__All base classes must be typesenc_hook must be callablesetIf a type union contains multiple Struct types, all Struct types must have the same `tag_field` - type `%R` is not supportedInvalid enum value %R%UInteger value out of range%UExpected `bytes` of length >= %zd%Ufalseexpected '"'The default_factory, or NODEFAULT if no default__rich_repr__`%s` must be a bool, got %.200s|O$pOOcode must be an int between -128 and 127JSONDecoderLiteralTypeVar__msgspec_cached_hash____constraints__', 'tzinfo.utcoffset returned a non-timedelta objectType unions may not contain more than one %s type - type `%R` is not supportedType unions may not contain Struct types with both `int` and `str` tags - type `%R` is not supportedExpected `int` that's a multiple of %lld%UInvalid base64 encoded string%UStruct fieldsmsgspec._core.Factorymsgspec._core.IntLookuplt=examples=(UO)`%s` must be an int or float, got %.200scode must be an int, got %.200smsgspec.json.Decoder(%U)compilestrict__supertype__msgspec._coreastupleweakref__annotations__ keys must be stringsNamedTupleinvalid escaped characterUO!O!|$OOOpppppppppppp:StructMeta.__new__copy a structcreate a new struct with replacementsExt expected 2 arguments, got %zdmsgspec._core.NoDefaultTypeBase class for all Msgspec exceptionsEncodeErrorget_type_hintsrebuildenum.EnumMeta should be a type_abc_initMissing %zd required argumentsfieldsFailed to get offset for %REncoding objects of type %.200s is unsupporteddec_hook must be callablestr, bytes, or collectionMessagePack data is malformed: invalid opcode '\x%02x' (byte %zd)timeJSON is malformed: %s (byte %zd)expected ',' or '}'Expected `array` of length %zd%Uunexpected end of escaped utf-16 surrogate pair__struct_fields____struct_config__extra=descriptionreduce a structdecodecodeThe Decoder float_hook_struct_lookup_cache_AnnotatedAliasreplaceCannot set `weakref=False` if base class already has `weakref=True`__abstractmethods____args__ must be a tuple in Expected `array` of length <= %zd%U`extra_json_schema` must be a dict, got %.200s`extra` must be a dict, got %.200sO(OO)msgspec.msgpack.Encoderhexdatetime.datetime_CAPIget_typeddict_inforenameCannot set eq=False and order=TrueCannot set gc=False when inheriting from non-struct types with a __dict__Struct types cannot define %sUsing a non-empty mutable collection (%R) as a default value is unsafe. Instead configure a `default_factory` for this field.__qualname__Literal may only contain None/integers/strings - %R is not supporteddurationtrailing comma in arraytrailing comma in objectobject keys must be stringsbuiltin_typesInvalid value %R%Urawmsgspec._core.Fieldname must be a str or Nonemsgspec._core._StructMixinencodeRaw takes no keyword argumentsRaw expected at most 1 arguments, got %zdStructConfigUnsetType__dict____total____bound__NoDefaultType takes no argumentsjson_decode__annotate__If a type union contains multiple Struct types, all Struct types must be tagged (via `tag` or `tag_field` kwarg) - type `%R` is not supportedboolExpected `str` matching regex %R%U0.0expected ',' or ']'buf`uuid_format` must be 'canonical' or 'hex', got %RThe extension type codeThe extension data payloadcopyExtNODEFAULTunknowndefstructRequired field '%U' cannot follow optional fields. Either reorder the struct fields, or set `kw_only=True` in the struct definition.Unbound TypeVar `%R` has constraints `%R` - constraints are currently unsupported. If possible, either explicitly bind the parameter, or use `bound` instead of constraints.If a type union contains multiple Struct types, all Struct types must have unique `tag` values - type `%R` is not supported>kindFactory takes no keyword argumentsle=decimal_formatUNSETmsgspec.DecodeError_CONCRETE_TYPESabc.ABCMeta should be a typeUsing a mutable struct object (%R) as a default value is unsafe. Either configure a `default_factory` for this field, or set `frozen=True` on `%.200s`ext_hook must be callablepatternEnum types must have at least one item, %R is invalidInput data was truncatednullStruct configurationmsgspec._core.StrLookupmax_length=`%s` must be a str, got %.200sRawThe message didn't match the expected schema__weakref__ext_hookis_safemsgpack_encodefrozen(OOO)modulessExpected `rename[field]` to return a `str` or `None`, got `%.200s`Only dicts with str keys are supported when `order` is not `None`Integer bounds constraints (`ge`, `le`, ...) that don't fit in an int64 are currently not supported. If you need this feature, please open an issue on GitHublt <= -2**63 is not supportedanyExpected `object` of length <= %zd%Uinvalid character in unicode escapeExpected `array` of length %zd to %zd%USignatureannotationmsgspec._core.DataclassInfostringmsgspec.msgpack.Extfloat_hook must be callableget_class_annotationsjson_encodenumericdateExpected `array` of length %zd, got %zd%UExpected `array` of at least length 1, got 0%UObject contains unknown field `%U`%Ubuiltin_types must be an iterable of typesStruct defaultsdefault_factorymsgspec._core.NamedTupleInfo...ValidationErrorStructMultiple `Meta` annotations setting `%s` found, type `%R` is invalidstr enumdatetime or timeNumber out of range%Ufrom_attributes)rich reprmsgspec.structs.StructConfigmsgspec.msgpack.Decoder(%U)O(bO)An error occurred while encoding an object__dataclass_fields____value__namespace`fields` must be an iterableimmutable type: '%s'customType unions may not contain more than one int-like type (`int`, `Enum`, `Literal[int values]`) - type `%R` is not supported<Object missing required field `%U`%UinfOnly dicts with str-like or number-like keys are supportedmsgspec.MsgspecErrorupperkebab while serializing an object%R.__dataclass_fields__ is not a dicttzType unions may not contain more than one array-like type (`Struct(array_like=True)`, `list`, `set`, `frozenset`, `tuple`, `NamedTuple`) - type `%R` is not supportedpattern=Can't instantiate abstract class %s without an implementation for abstract method%s '%U'geExpected `bytes` of length <= %zd%U`%s` must be an int, got %.200sThe Decoder ext_hookMsgpackEncoderUnionordermsgspecStruct field %R is unsetArgument '%U' given by name and positionEnums must contain either all str or all int values - type `%R` is not supportedEnum values must be stringsExpected `str` of length >= %zd%U%S%UindentPositional match argsinspectAn alternative name to use when encoding/decoding this fieldFactory_GenericAliasEnumMeta__msgspec_cache__intforbid_unknown_fields`rename` must be a str, callable, or mapping.<locals>.max_lengththat's a multiple ofobjectinvalid characterInvalid RFC3339 encoded date%UInvalid UUID bytes%Uruemsgspec._core.StructMetaParameterfactoryextra_json_schema=Cannot specify both `lt` and `le`numberMsgspecErrorClassVarTypeAliasTypeabcUnsetType takes no arguments__init___`tag_field` must be a `str`ltExpected `%U`, got `%s`%UOinvalid numberInvalid epoch timestamp%UExpected `object` of length >= %zd%UalseThe default value, or NODEFAULT if no defaultgt=ge=extrauuid_formatenumdatetimeuuidDecimal_missing_dec_hookcache_hashCannot have a struct field named %Rlowergt >= 2**63 - 1 is not supportedType unions may not contain Struct types with `array_like=True` and `array_like=False` - type `%R` is not supportedLiteral types must have at least one item, %R is invalid - at %UextExpected `str` of length <= %zd%UInvalid ISO8601 duration%UExpected `array` of at least length %zd, got %zd%UInvalid value %llu%UABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/defaultThe factory functionmsgspec._core.StructInfotz=`%s` must be >= 0, got %R|$OOOOmsgspec.ValidationError_value2member_map__field_defaultsStruct base classes cannot define %srename='%U' is unsupportedsearchInvalid decimal string%UExpected `%s`, got `%s`%Uinvalid escape character in stringtrailing charactersstr_keys__struct_defaults__Struct encoded field namesCannot set both `default` and `default_factory`msgspec._core.LiteralInfomultiple_of=|$OOOOOOOOOOOOOO:Meta.__new__Ext takes no keyword argumentsmsgspec.Rawtypingget_dataclass_info__post_init__json_formattagomit_defaults__annotate_func__Missing required argument '%U'Extra keyword arguments providedcan't serialize ints < -2**63 or > 2**64 - 1Type `%R` isn't fully defined, and can't be used in any `Decoder`/`decode` operations. This commonly happens when trying to use the struct type within an `__init_subclass__` method. If you believe what you're trying to do should work, please raise an issue on GitHub.multiple_ofType unions may not contain more than one dict-like type (`Struct`, `dict`, `TypedDict`, `dataclass`) - type `%R` is not supportedExpected `array` of length %zd to %zd, got %zd%UInvalid value '%U'%Uull__struct_encode_fields__`%s` must be > 0FieldMsgpackDecodertypesgcnamespace must be a dict or NonesortedType '%R' is not supportedExpected _value2member_map_ to be a dictint enumarray-like (list, set, tuple) | Invalid RFC3339 encoded datetime%UExpected `array` of at most length %zd, got %zd%UInvalid value %lld%UExpected `str`%Umin_length=Cannot specify both `gt` and `ge``decimal_format` must be 'string' or 'number', got %Rreduce an Extmsgspec.EncodeErrors(O){ssss}__new__Expected calling `rename` to return a `str` or `None`, got `%.200s`Cannot set `dict=False` if base class already has `dict=True`Integer `tag` values must be within [-2**63, 2**63 - 1]uuid.int must be an intExpected __origin__ to be a Struct type%R.__msgspec_cache__ has been overwrittenNoneInvalid MessagePack timestamp%U__signature__empty__metadata__msgpack_decodebaseseqCannot set `cache_hash=False` if base class already has `cache_hash=True`Multiple fields rename to the same name, field names must be uniqueUnexpected keyword argument '%U'`order` must be one of `{None, 'deterministic', 'sorted'}`, got %RType unions may not contain more than one str-like type (`str`, `Enum`, `Literal[str values]`, `datetime`, `date`, `time`, `timedelta`, `uuid`, `decimal`, `bytes`, `bytearray`) - type `%R` is not supportedDuration is out of range%Uinvalid utf-16 surrogate pairOO|$ppOOpbuffer must be a `bytearray`canonical__reduce__namearray_like-`tag_field='%U' conflicts with an existing field of that namedataclass or attrsExpected `float` %s %R%UarrayThe Decoder dec_hookO(O)JSONEncoderStructMetamsgspec._utilsABCMetaastimezonetype__required_keys__Extra positional arguments providedtag_fieldrepr_omit_defaults`tag` must be a `str` or an `int`leCannot set both `gt` and `ge` on the same annotated type, type `%R` is invalidInteger values > (2**63 - 1) are not currently supported for Enum/Literal/integer tags. If you need this feature, please open an issue on GitHub.>=O|$nPOSITIONAL_OR_KEYWORD<factory>title=extra_json_schemaencode_intomsgspec.msgpack.Decodermsgspec.json.DecoderAnyFinalenc_hookconvertdictstripregexType unions containing a custom type may not contain any additional types other than `None` - type `%R` is not supportedfloatOnly units 'D', 'H', 'M', and 'S' are supported when parsing ISO8601 durations%UInvalid UUID%Uunexpected end of hex escapeExpected `array` of at least length %zd, got 0%UO|$OpOOmsgspec._core.TypedDictInfodatamsgspec.UnsetTypeDecodeErrorGenericUnionType_value___args____attrs_attrs____doc__kw_onlyUO|$OOOOOOpppppppppppp:defstruct__annotations__ must be a dict0123456789abcdefstr<=Expected `%s` with a timezone component%UnanInvalid MessagePack timestamp: nanoseconds out of range%Udescription=`examples` must be a list, got %.200sThe Decoder typeThe Decoder strict settingdata must be a bytes, bytearray, or buffer-like object, got %.200sO(y#)msgspec.json.Encoderencode_linesAn error occurred while decoding an objectUUIDSafeUUID_fields__module__asdictmoduleCannot set gc=False and dict=TruedeterministicTypedDictTimestamp is out of range %UInvalid RFC3339 encoded time%UExpected `int`%UKEYWORD_ONLY|$OOOoffset must be >= -1`uuid_format` must be 'canonical', 'hex', or 'bytes', got %R`%.200s` has no field '%U'items in `fields` must be one of `str`, `tuple[str, type]`, or `tuple[str, type, Any]`Cannot set cache_hash=True without frozen=True while deserializing an object[...]Expected `array` of length >= %zd%UMessagePack data is malformed: trailing characters (byte %zd)Factory expected 1 argument, got %zd`%s` must be finite, %R is not supported__copy____replace____class_getitem__typing.ClassVarcamelpascaltitledefault_factory must be callableRenamed field names must not contain '\', '"', or control characters ('\u0000' to '\u001F') - '%U' is invalidmin_lengthExpected `int` >= %lld%UExpected `int` <= %lld%UExpected `array` of at most length %zdmsgspec.Metadecode_linesfloat_hook__origin__to_builtins`struct` must be a `msgspec.Struct`module must be a str or None__annotations__ while analyzing a typegtCannot set both `lt` and `le` on the same annotated type, type `%R` is invalidCan only set `%s` on a %s type - type `%R` is invalidExpected `%s` with no timezone component%Ubytesexpected ':'objCannot treat %R as a builtin type__match_args__examplesCannot mix numeric constraints (gt, lt, ...) with non-numeric constraints (pattern, min_length, max_length, tz)NoDefaultType()
--

A singleton indicating no default value is configured.UnsetType()
--

A singleton indicating a field value is unset.

This may be useful for working with message schemas where an unset field
in an object needs to be treated differently than one containing an explicit
``None`` value. In this case, you may use ``UNSET`` as the default value,
rather than ``None`` when defining object schemas. This feature is supported
for any `msgspec.Struct`, `dataclasses` or `attrs` types.

Examples
--------
>>> from msgspec import Struct, UnsetType, UNSET, json
>>> class Example(Struct):
...     x: int
...     y: int | None | UnsetType = UNSET

During encoding, any field containing ``UNSET`` is omitted from the message.

>>> json.encode(Example(1))
b'{"x":1}'
>>> json.encode(Example(1, 2))
b'{"x":1,"y":2}'

During decoding, if a field isn't explicitly set in the message, the default
value of ``UNSET`` will be set instead. This lets downstream consumers
determine whether a field was left unset, or explicitly set to ``None``

>>> json.decode(b'{"x": 1}', type=Example)  # unset
Example(x=1, y=UNSET)
>>> json.decode(b'{"x": 1, "y": null}', type=Example)  # explicit null
Example(x=1, y=None)
>>> json.decode(b'{"x": 1, "y": 2}', type=Example)  # explicit value
Example(x=1, y=2)A base class for defining efficient serializable objects.

Fields are defined using type annotations. Fields may optionally have
default values, which result in keyword parameters to the constructor.

Structs automatically define ``__init__``, ``__eq__``, ``__repr__``, and
``__copy__`` methods. Additional methods can be defined on the class as
needed. Note that ``__init__``/``__new__`` cannot be overridden, but other
methods can. A tuple of the field names is available on the class via the
``__struct_fields__`` attribute if needed.

Additional class options can be enabled by passing keywords to the class
definition (see example below). These configuration options may also be
inspected at runtime through the ``__struct_config__`` attribute.

Configuration
-------------
frozen: bool, default False
   Whether instances of this type are pseudo-immutable. If true, attribute
   assignment is disabled and a corresponding ``__hash__`` is defined.
order: bool, default False
   If True, ``__lt__``, `__le__``, ``__gt__``, and ``__ge__`` methods
   will be generated for this type.
eq: bool, default True
   If True (the default), an ``__eq__`` method will be generated for this
   type. Set to False to compare based on instance identity alone.
kw_only: bool, default False
   If True, all fields will be treated as keyword-only arguments in the
   generated ``__init__`` method. Default is False.
omit_defaults: bool, default False
   Whether fields should be omitted from encoding if the corresponding value
   is the default for that field. Enabling this may reduce message size, and
   often also improve encoding & decoding performance.
forbid_unknown_fields: bool, default False
   If True, an error is raised if an unknown field is encountered while
   decoding structs of this type. If False (the default), no error is raised
   and the unknown field is skipped.
tag: str, int, bool, callable, or None, default None
   Used along with ``tag_field`` for configuring tagged union support. If
   either are non-None, then the struct is considered "tagged". In this case,
   an extra field (the ``tag_field``) and value (the ``tag``) are added to the
   encoded message, which can be used to differentiate message types during
   decoding.

   Set ``tag=True`` to enable the default tagged configuration (``tag_field``
   is ``"type"``, ``tag`` is the class name). Alternatively, you can provide
   a string (or less commonly int) value directly to be used as the tag
   (e.g. ``tag="my-tag-value"``).``tag`` can also be passed a callable that
   takes the class qualname and returns a valid tag value (e.g.
   ``tag=str.lower``). See the docs for more information.
tag_field: str or None, default None
   The field name to use for tagged union support. If ``tag`` is non-None,
   then this defaults to ``"type"``. See the ``tag`` docs above for more
   information.
rename: str, mapping, callable, or None, default None
   Controls renaming the field names used when encoding/decoding the struct.
   May be one of ``"lower"``, ``"upper"``, ``"camel"``, ``"pascal"``, or
   ``"kebab"`` to rename in lowercase, UPPERCASE, camelCase, PascalCase,
   or kebab-case respectively. May also be a mapping from field names to the
   renamed names (missing fields are not renamed). Alternatively, may be a
   callable that takes the field name and returns a new name or ``None`` to
   not rename that field. Default is ``None`` for no field renaming.
repr_omit_defaults: bool, default False
   Whether fields should be omitted from the generated repr if the
   corresponding value is the default for that field.
array_like: bool, default False
   If True, this struct type will be treated as an array-like type during
   encoding/decoding, rather than a dict-like type (the default). This may
   improve performance, at the cost of a more inscrutable message encoding.
gc: bool, default True
   Whether garbage collection is enabled for this type. Disabling this *may*
   help reduce GC pressure, but will prevent reference cycles composed of only
   ``gc=False`` from being collected. It is the user's responsibility to ensure
   that reference cycles don't occur when setting ``gc=False``.
weakref: bool, default False
   Whether instances of this type support weak references. Defaults to False.
dict: bool, default False
   Whether instances of this type will include a ``__dict__``. Setting this to
   True will allow adding additional undeclared attributes to a struct instance,
   which may be useful for holding private runtime state. Defaults to False.
cache_hash: bool, default False
   If enabled, the hash of a frozen struct instance will be computed at most
   once, and then cached on the instance for further reuse. For expensive
   hash values this can improve performance at the cost of a small amount of
   memory usage.

Examples
--------
Here we define a new `Struct` type for describing a dog. It has three fields;
two required and one optional.

>>> class Dog(Struct):
...     name: str
...     breed: str
...     is_good_boy: bool = True
...
>>> Dog('snickers', breed='corgi')
Dog(name='snickers', breed='corgi', is_good_boy=True)

Additional struct options can be set as part of the class definition. Here
we define a new `Struct` type for a frozen `Point` object.

>>> class Point(Struct, frozen=True):
...     x: float
...     y: float
...
>>> {Point(1.5, 2.0): 1}  # frozen structs are hashable
{Point(x=1.5, y=2.0): 1}replace(struct, / **changes)
--

Create a new struct instance of the same type as ``struct``, replacing fields
with values from ``**changes``.

Parameters
----------
struct: Struct
    The original struct instance.
**changes:
    Fields and values that should be replaced in the new struct instance.

Returns
-------
new_struct: Struct
   A new struct instance of the same type as ``struct``.

Examples
--------
>>> class Point(msgspec.Struct):
...     x: int
...     y: int
>>> obj = Point(x=1, y=2)
>>> msgspec.structs.replace(obj, x=3)
Point(x=3, y=2)

See Also
--------
copy.replace
dataclasses.replaceasdict(struct)
--

Convert a struct to a dict.

Parameters
----------
struct: Struct
    The struct instance.

Returns
-------
dict

Examples
--------
>>> class Point(msgspec.Struct):
...     x: int
...     y: int
>>> obj = Point(x=1, y=2)
>>> msgspec.structs.asdict(obj)
{'x': 1, 'y': 2}

See Also
--------
msgspec.structs.astuple
msgspec.to_builtinsastuple(struct)
--

Convert a struct to a tuple.

Parameters
----------
struct: Struct
    The struct instance.

Returns
-------
tuple

Examples
--------
>>> class Point(msgspec.Struct):
...     x: int
...     y: int
>>> obj = Point(x=1, y=2)
>>> msgspec.structs.astuple(obj)
(1, 2)

See Also
--------
msgspec.structs.asdict
msgspec.to_builtinsdefstruct(name, fields, *, bases=None, module=None, namespace=None, tag_field=None, tag=None, rename=None, omit_defaults=False, forbid_unknown_fields=False, frozen=False, eq=True, order=False, kw_only=False, repr_omit_defaults=False, array_like=False, gc=True, weakref=False, dict=False, cache_hash=False)
--

Dynamically define a new Struct class.

Parameters
----------
name : str
    The name of the new Struct class.
fields : iterable
    An iterable of fields in the new class. Elements may be either ``name``,
    tuples of ``(name, type)``, ``(name, type, default)``, or 
    ``(name, type, msgspec.field)``. Fields without a specified type will 
    default to ``typing.Any``.
bases : tuple, optional
    A tuple of any Struct base classes to use when defining the new class.
module : str, optional
    The module name to use for the new class. If not provided, will be inferred
    from the caller's stack frame.
namespace : dict, optional
    If provided, will be used as the base namespace for the new class. This may
    be used to add additional methods to the class definition.
**kwargs :
    Additional Struct configuration options. See the ``Struct`` docs for more
    information.

Examples
--------
>>> from msgspec import defstruct, field
>>> User = defstruct(
...     'User',
...     [
...         ('name', str),
...         ('email', str | None, None),
...         ('groups', set[str], field(default_factory=set)),
...     ],
... )
>>> User('alice')
User(name='alice', email=None, groups=set())

See Also
--------
Structforce_setattr(struct, name, value)
--

Set an attribute on a struct, even if the struct is frozen.

The main use case for this is modifying a frozen struct in a ``__post_init__``
method before returning.

.. warning::

  This function violates the guarantees of a frozen struct, and is potentially
  unsafe. Only use it if you know what you're doing!

Parameters
----------
struct: Struct
    The struct instance.
name: str
    The attribute name.
value: Any
    The attribute value.msgpack_encode(obj, *, enc_hook=None, order=None)
--

Serialize an object as MessagePack.

Parameters
----------
obj : Any
    The object to serialize.
enc_hook : callable, optional
    A callable to call for objects that aren't supported msgspec types. Takes
    the unsupported object and should return a supported object, or raise a
    ``NotImplementedError`` if unsupported.
order : {None, 'deterministic', 'sorted'}, optional
    The ordering to use when encoding unordered compound types.

    - ``None``: All objects are encoded in the most efficient manner matching
      their in-memory representations. The default.
    - `'deterministic'`: Dict keys and set elements are sorted so that values
      which compare equal produce identical encoded output, regardless of
      insertion or iteration order. Useful when comparison/hashing of the
      encoded binary output is necessary.
    - `'sorted'`: Like `'deterministic'`, but *all* object-like types (structs,
      dataclasses, ...) are also sorted by field name before encoding. This is
      slower than `'deterministic'`, but may produce more human-readable output.

Returns
-------
data : bytes
    The serialized object.

See Also
--------
Encoder.encodemsgpack_decode(buf, *, type='Any', strict=True, dec_hook=None, ext_hook=None)
--

Deserialize an object from MessagePack.

Parameters
----------
buf : bytes-like
    The message to decode.
type : type, optional
    A Python type (in type annotation form) to decode the object as. If
    provided, the message will be type checked and decoded as the specified
    type. Defaults to `Any`, in which case the message will be decoded using
    the default MessagePack types.
strict : bool, optional
    Whether type coercion rules should be strict. Setting to False enables a
    wider set of coercion rules from string to non-string types for all values.
    Default is True.
dec_hook : callable, optional
    An optional callback for handling decoding custom types. Should have the
    signature ``dec_hook(type: Type, obj: Any) -> Any``, where ``type`` is the
    expected message type, and ``obj`` is the decoded representation composed
    of only basic MessagePack types. This hook should transform ``obj`` into
    type ``type``, or raise a ``NotImplementedError`` if unsupported.
ext_hook : callable, optional
    An optional callback for decoding MessagePack extensions. Should have the
    signature ``ext_hook(code: int, data: memoryview) -> Any``. If provided,
    this will be called to deserialize all extension types found in the
    message. Note that ``data`` is a memoryview into the larger message
    buffer - any references created to the underlying buffer without copying
    the data out will cause the full message buffer to persist in memory.
    If not provided, extension types will decode as ``msgspec.Ext`` objects.

Returns
-------
obj : Any
    The deserialized object.

See Also
--------
Decoder.decodejson_encode(obj, *, enc_hook=None, order=None)
--

Serialize an object as JSON.

Parameters
----------
obj : Any
    The object to serialize.
enc_hook : callable, optional
    A callable to call for objects that aren't supported msgspec types. Takes
    the unsupported object and should return a supported object, or raise a
    ``NotImplementedError`` if unsupported.
order : {None, 'deterministic', 'sorted'}, optional
    The ordering to use when encoding unordered compound types.

    - ``None``: All objects are encoded in the most efficient manner matching
      their in-memory representations. The default.
    - `'deterministic'`: Dict keys and set elements are sorted so that values
      which compare equal produce identical encoded output, regardless of
      insertion or iteration order. Useful when comparison/hashing of the
      encoded binary output is necessary.
    - `'sorted'`: Like `'deterministic'`, but *all* object-like types (structs,
      dataclasses, ...) are also sorted by field name before encoding. This is
      slower than `'deterministic'`, but may produce more human-readable output.

Returns
-------
data : bytes
    The serialized object.

See Also
--------
Encoder.encodejson_decode(buf, *, type='Any', strict=True, dec_hook=None)
--

Deserialize an object from JSON.

Parameters
----------
buf : bytes-like or str
    The message to decode.
type : type, optional
    A Python type (in type annotation form) to decode the object as. If
    provided, the message will be type checked and decoded as the specified
    type. Defaults to `Any`, in which case the message will be decoded using
    the default JSON types.
strict : bool, optional
    Whether type coercion rules should be strict. Setting to False enables a
    wider set of coercion rules from string to non-string types for all values.
    Default is True.
dec_hook : callable, optional
    An optional callback for handling decoding custom types. Should have the
    signature ``dec_hook(type: Type, obj: Any) -> Any``, where ``type`` is the
    expected message type, and ``obj`` is the decoded representation composed
    of only basic JSON types. This hook should transform ``obj`` into type
    ``type``, or raise a ``TypeError`` if unsupported.

Returns
-------
obj : Any
    The deserialized object.

See Also
--------
Decoder.decodejson_format(buf, *, indent=2)
--

Format an existing JSON message, usually to be more human readable.

Parameters
----------
buf : bytes-like or str
    The JSON message to format.
indent : int, optional
    How many spaces to indent for a single indentation level. Defaults to 2.
    Set to 0 to format the message as a single line, with spaces added between
    items for readability. Set to a negative number to strip all unnecessary
    whitespace, minimizing the message size.

Returns
-------
output : bytes or str
    The formatted JSON message. Returns a str if input is a str, bytes otherwise.to_builtins(obj, *, str_keys=False, builtin_types=None, enc_hook=None, order=None)
--

Convert a complex object to one composed only of simpler builtin types
commonly supported by Python serialization libraries.

This is mainly useful for adding msgspec support for other protocols.

Parameters
----------
obj: Any
    The object to convert.
builtin_types: Iterable[type], optional
    An iterable of types to treat as additional builtin types. These types will
    be passed through ``to_builtins`` unchanged. Currently supports `bytes`,
    `bytearray`, `memoryview`, `datetime.datetime`, `datetime.time`,
    `datetime.date`, `datetime.timedelta`, `uuid.UUID`, `decimal.Decimal`,
    and custom types.
str_keys: bool, optional
    Whether to convert all object keys to strings. Default is False.
enc_hook : callable, optional
    A callable to call for objects that aren't supported msgspec types. Takes
    the unsupported object and should return a supported object, or raise a
    ``NotImplementedError`` if unsupported.
order : {None, 'deterministic', 'sorted'}, optional
    The ordering to use when converting unordered compound types.

    - ``None``: All objects are converted in the most efficient manner matching
      their in-memory representations. The default.
    - `'deterministic'`: Dict keys and set elements are sorted so that values
      which compare equal produce identical converted output, regardless of
      insertion or iteration order. Useful when comparison/hashing of the
      converted output is necessary.
    - `'sorted'`: Like `'deterministic'`, but *all* object-like types (structs,
      dataclasses, ...) are also sorted by field name before encoding. This is
      slower than `'deterministic'`, but may produce more human-readable output.

Returns
-------
Any
    The converted object.

Examples
--------
>>> import msgspec
>>> class Example(msgspec.Struct):
...     x: set[int]
...     y: bytes
>>> msg = Example({1, 2, 3}, b'\x01\x02')

Convert the message to a simpler set of builtin types. Note that by default
all bytes-like objects are base64-encoded and converted to strings.

>>> msgspec.to_builtins(msg)
{'x': [1, 2, 3], 'y': 'AQI='}

If the downstream code supports binary objects natively, you can
disable conversion by passing in the types to ``builtin_types``.

>>> msgspec.to_builtins(msg, builtin_types=(bytes, bytearray, memoryview))
{'x': [1, 2, 3], 'y': b'\x01\x02'}

See Also
--------
msgspec.convert
msgspec.structs.asdict
msgspec.structs.astupleconvert(obj, type, *, strict=True, from_attributes=False, dec_hook=None, str_keys=False, builtin_types=None)
--

Convert the input object to the specified type, or error accordingly.

Parameters
----------
obj: Any
    The object to convert.
type: Type
    A Python type (in type annotation form) to convert the object to.
strict: bool, optional
    Whether type coercion rules should be strict. Setting to False enables a
    wider set of coercion rules from string to non-string types for all values.
    Setting ``strict=False`` implies ``str_keys=True, builtin_types=None``.
    Default is True.
from_attributes: bool, optional
    If True, input objects may be coerced to ``Struct``/``dataclass``/``attrs``
    types by extracting attributes from the input matching fields in the output
    type. One use case is converting database query results (ORM or otherwise)
    to msgspec structured types. Default is False.
dec_hook: callable, optional
    An optional callback for handling decoding custom types. Should have the
    signature ``dec_hook(type: Type, obj: Any) -> Any``, where ``type`` is the
    expected message type, and ``obj`` is the decoded representation composed
    of only basic MessagePack types. This hook should transform ``obj`` into
    type ``type``, or raise a ``NotImplementedError`` if unsupported.
builtin_types: Iterable[type], optional
    Useful for wrapping other serialization protocols. An iterable of types to
    treat as additional builtin types. Passing a type here indicates that the
    wrapped protocol natively supports that type, disabling any coercion to
    that type provided by `convert`. For example, passing
    ``builtin_types=(datetime,)`` disables the default ``str`` to ``datetime``
    conversion; the wrapped protocol must provide a ``datetime`` object
    directly. Currently supports `bytes`, `bytearray`, `datetime.datetime`,
    `datetime.time`, `datetime.date`, `datetime.timedelta`, `uuid.UUID`, and
    `decimal.Decimal`.
str_keys: bool, optional
    Useful for wrapping other serialization protocols. Indicates whether the
    wrapped protocol only supports string keys. Setting to True enables a wider
    set of coercion rules from string to non-string types for dict keys.
    Default is False.

Returns
-------
Any
    The converted object of the specified ``type``.

Examples
--------
>>> import msgspec
>>> class Example(msgspec.Struct):
...     x: set[int]
...     y: bytes
>>> msg = {'x': [1, 2, 3], 'y': 'AQI='}

Construct the message from a simpler set of builtin types.

>>> msgspec.convert(msg, Example)
Example({1, 2, 3}, b'\x01\x02')

See Also
--------
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ÿÿÿÿÿÿ !"#$%&'()*+,-./0123ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿStructMeta(name, bases, namespace, /, *, **struct_config)
--

The metaclass for creating `Struct` types. See its documentation for the
available configuration options when subclassing.

StructMeta can be subclassed, and may be combined with `abc.ABCMeta` to define
abstract base Structs. Other metaclass combinations are not supported; they
may work by accident but are not considered part of the public API.

Examples
--------
Here we define a metaclass that modifies the default configuration and use
it to create a new `Struct` base class.

>>> from msgspec import Struct, StructMeta
>>> class KwOnlyStructMeta(StructMeta):
...     def __new__(mcls, name, bases, namespace, **struct_config):
...         struct_config.setdefault("kw_only", True)
...         return super().__new__(mcls, name, bases, namespace, **struct_config)
...
>>> class KwOnlyStruct(Struct, metaclass=KwOnlyStructMeta): ...

Any subclass of ``KwOnlyStruct`` will have ``kw_only`` set to ``True`` by
default.

>>> class Example(KwOnlyStruct):
...     a: str = 
...     b: int
...
>>> Example(b=123)
Example(a='', b=123)
Configuration for a Struct field.

Parameters
----------
default : Any, optional
    A default value to use for this field.
default_factory : callable, optional
    A zero-argument function called to generate a new default value
    per-instance, rather than using a constant value as in ``default``.
name : str, optional
    The name to use when encoding/decoding this field. If present, this
    will override any struct-level configuration using the ``rename``
    option for this field.Meta(*, gt=None, ge=None, lt=None, le=None, multiple_of=None, pattern=None, min_length=None, max_length=None, tz=None, title=None, description=None, examples=None, extra_json_schema=None, extra=None)
--

Extra metadata and constraints for a type or field.

Parameters
----------
gt : int or float, optional
    The annotated value must be greater than ``gt``.
ge : int or float, optional
    The annotated value must be greater than or equal to ``ge``.
lt : int or float, optional
    The annotated value must be less than ``lt``.
le : int or float, optional
    The annotated value must be less than or equal to ``le``.
multiple_of : int or float, optional
    The annotated value must be a multiple of ``multiple_of``.
pattern : str, optional
    A regex pattern that the annotated value must match against. Note that
    the pattern is treated as **unanchored**, meaning the ``re.search``
    method is used when matching.
min_length: int, optional
    The annotated value must have a length greater than or equal to
    ``min_length``.
max_length: int, optional
    The annotated value must have a length less than or equal to
    ``max_length``.
tz: bool, optional
    Configures the timezone-requirements for annotated ``datetime``/``time``
    types. Set to ``True`` to require timezone-aware values, or ``False`` to
    require timezone-naive values. The default is ``None``, which accepts
    either timezone-aware or timezone-naive values.
title: str, optional
    The title to use for the annotated value when generating a json-schema.
description: str, optional
    The description to use for the annotated value when generating a
    json-schema.
examples: list, optional
    A list of examples to use for the annotated value when generating a
    json-schema.
extra_json_schema: dict, optional
    A dict of extra fields to set for the annotated value when generating
    a json-schema. This dict is recursively merged with the generated schema,
    with ``extra_json_schema`` overriding any conflicting autogenerated fields.
extra: dict, optional
    Any additional user-defined metadata.

Examples
--------
Here we use ``Meta`` to add constraints on two different types. The first
defines a new type alias ``NonNegativeInt``, which is an integer that must be
``>= 0``. This type alias can be reused in multiple locations. The second uses
``Meta`` inline in a struct definition to restrict the ``name`` string field
to a maximum length of 32 characters.

>>> import msgspec
>>> from typing import Annotated
>>> from msgspec import Struct, Meta
>>> NonNegativeInt = Annotated[int, Meta(ge=0)]
>>> class User(Struct):
...     name: Annotated[str, Meta(max_length=32)]
...     age: NonNegativeInt
...
>>> msgspec.json.decode(b'{"name": "alice", "age": 25}', type=User)
User(name='alice', age=25)
StructConfig()
--

Configuration settings for a given Struct type.

This object is accessible through the ``__struct_config__`` field on a struct
type or instance. It exposes the following attributes, matching the Struct
configuration parameters of the same name. See the `Struct` docstring for
details.

Configuration
-------------
frozen: bool
eq: bool
order: bool
array_like: bool
gc: bool
repr_omit_defaults: bool
omit_defaults: bool
forbid_unknown_fields: bool
weakref: bool
dict: bool
cache_hash: bool
tag_field: str | None
tag: str | int | NoneEncoder(*, enc_hook=None, decimal_format='string', uuid_format='canonical', order=None)
--

A MessagePack encoder.

Parameters
----------
enc_hook : callable, optional
    A callable to call for objects that aren't supported msgspec types. Takes
    the unsupported object and should return a supported object, or raise a
    ``NotImplementedError`` if unsupported.
decimal_format : {'string', 'number'}, optional
    The format to use for encoding `decimal.Decimal` objects. If 'string'
    they're encoded as strings, if 'number', they're encoded as floats.
    Defaults to 'string', which is the recommended value since 'number'
    may result in precision loss when decoding.
uuid_format : {'canonical', 'hex', 'bytes'}, optional
    The format to use for encoding `uuid.UUID` objects. The 'canonical'
    and 'hex' formats encode them as strings with and without hyphens
    respectively. The 'bytes' format encodes them as big-endian binary
    representations of the corresponding 128-bit integers. Defaults to
    'canonical'.
order : {None, 'deterministic', 'sorted'}, optional
    The ordering to use when encoding unordered compound types.

    - ``None``: All objects are encoded in the most efficient manner matching
      their in-memory representations. The default.
    - `'deterministic'`: Dict keys and set elements are sorted so that values
      which compare equal produce identical encoded output, regardless of
      insertion or iteration order. Useful when comparison/hashing of the
      encoded binary output is necessary.
    - `'sorted'`: Like `'deterministic'`, but *all* object-like types (structs,
      dataclasses, ...) are also sorted by field name before encoding. This is
      slower than `'deterministic'`, but may produce more human-readable output.encode(self, obj)
--

Serialize an object to bytes.

Parameters
----------
obj : Any
    The object to serialize.

Returns
-------
data : bytes
    The serialized object.
encode_into(self, obj, buffer, offset=0, /)
--

Serialize an object into an existing bytearray buffer.

Upon success, the buffer will be truncated to the end of the serialized
message. Note that the underlying memory buffer *won't* be truncated,
allowing for efficiently appending additional bytes later.

Parameters
----------
obj : Any
    The object to serialize.
buffer : bytearray
    The buffer to serialize into.
offset : int, optional
    The offset into the buffer to start writing at. Defaults to 0. Set to -1
    to start writing at the end of the buffer.

Returns
-------
NoneDecoder(type='Any', *, strict=True, dec_hook=None, ext_hook=None)
--

A MessagePack decoder.

Parameters
----------
type : type, optional
    A Python type (in type annotation form) to decode the object as. If
    provided, the message will be type checked and decoded as the specified
    type. Defaults to `Any`, in which case the message will be decoded using
    the default MessagePack types.
strict : bool, optional
    Whether type coercion rules should be strict. Setting to False enables a
    wider set of coercion rules from string to non-string types for all values.
    Default is True.
dec_hook : callable, optional
    An optional callback for handling decoding custom types. Should have the
    signature ``dec_hook(type: Type, obj: Any) -> Any``, where ``type`` is the
    expected message type, and ``obj`` is the decoded representation composed
    of only basic MessagePack types. This hook should transform ``obj`` into
    type ``type``, or raise a ``NotImplementedError`` if unsupported.
ext_hook : callable, optional
    An optional callback for decoding MessagePack extensions. Should have the
    signature ``ext_hook(code: int, data: memoryview) -> Any``. If provided,
    this will be called to deserialize all extension types found in the
    message. Note that ``data`` is a memoryview into the larger message
    buffer - any references created to the underlying buffer without copying
    the data out will cause the full message buffer to persist in memory.
    If not provided, extension types will decode as ``msgspec.Ext`` objects.decode(self, buf)
--

Deserialize an object from MessagePack.

Parameters
----------
buf : bytes-like
    The message to decode.

Returns
-------
obj : Any
    The deserialized object.
Ext(code, data)
--

A record representing a MessagePack Extension Type.

Parameters
----------
code : int
    The integer type code for this extension. Must be between -128 and 127.
data : bytes, bytearray, or memoryview
    The byte buffer for this extension. One of bytes, bytearray, memoryview,
    or any object that implements the buffer protocol.Raw(msg=, /)
--

A buffer containing an encoded message.

Raw objects have two common uses:

- During decoding. Fields annotated with the ``Raw`` type won't be decoded
  immediately, but will instead return a ``Raw`` object with a view into the
  original message where that field is encoded. This is useful for decoding
  fields whose type may only be inferred after decoding other fields.
- During encoding. Raw objects wrap pre-encoded messages. These can be added
  as components of larger messages without having to pay the cost of decoding
  and re-encoding them.

Parameters
----------
msg: bytes, bytearray, memoryview, or str, optional
    A buffer containing an encoded message. One of bytes, bytearray, memoryview,
    str, or any object that implements the buffer protocol. If not present,
    defaults to an empty buffer.copy(self)
--

Copy a Raw object.

If the raw message is backed by a memoryview into a larger buffer (as happens
during decoding), the message is copied and the reference to the larger buffer
released. This may be useful to reduce memory usage if a Raw object created
during decoding will be kept in memory for a while rather than immediately
decoded and dropped.Encoder(*, enc_hook=None, decimal_format='string', uuid_format='canonical', order=None)
--

A JSON encoder.

Parameters
----------
enc_hook : callable, optional
    A callable to call for objects that aren't supported msgspec types. Takes
    the unsupported object and should return a supported object, or raise a
    ``NotImplementedError`` if unsupported.
decimal_format : {'string', 'number'}, optional
    The format to use for encoding `decimal.Decimal` objects. If 'string'
    they're encoded as strings, if 'number', they're encoded as floats.
    Defaults to 'string', which is the recommended value since 'number'
    may result in precision loss when decoding for some JSON library
    implementations.
uuid_format : {'canonical', 'hex'}, optional
    The format to use for encoding `uuid.UUID` objects. The 'canonical'
    and 'hex' formats encode them as strings with and without hyphens
    respectively. Defaults to 'canonical'.
order : {None, 'deterministic', 'sorted'}, optional
    The ordering to use when encoding unordered compound types.

    - ``None``: All objects are encoded in the most efficient manner matching
      their in-memory representations. The default.
    - `'deterministic'`: Dict keys and set elements are sorted so that values
      which compare equal produce identical encoded output, regardless of
      insertion or iteration order. Useful when comparison/hashing of the
      encoded binary output is necessary.
    - `'sorted'`: Like `'deterministic'`, but *all* object-like types (structs,
      dataclasses, ...) are also sorted by field name before encoding. This is
      slower than `'deterministic'`, but may produce more human-readable output.encode_lines(self, items)
--

Encode an iterable of items as newline-delimited JSON, one item per line.

Parameters
----------
items : iterable
    An iterable of items to encode.

Returns
-------
data : bytes
    The items encoded as newline-delimited JSON, one item per line.

Examples
--------
>>> import msgspec
>>> items = [{"name": "alice"}, {"name": "ben"}]
>>> encoder = msgspec.json.Encoder()
>>> encoder.encode_lines(items)
b'{"name":"alice"}\n{"name":"ben"}\n'Decoder(type='Any', *, strict=True, dec_hook=None, float_hook=None)
--

A JSON decoder.

Parameters
----------
type : type, optional
    A Python type (in type annotation form) to decode the object as. If
    provided, the message will be type checked and decoded as the specified
    type. Defaults to `Any`, in which case the message will be decoded using
    the default JSON types.
strict : bool, optional
    Whether type coercion rules should be strict. Setting to False enables a
    wider set of coercion rules from string to non-string types for all values.
    Default is True.
dec_hook : callable, optional
    An optional callback for handling decoding custom types. Should have the
    signature ``dec_hook(type: Type, obj: Any) -> Any``, where ``type`` is the
    expected message type, and ``obj`` is the decoded representation composed
    of only basic JSON types. This hook should transform ``obj`` into type
    ``type``, or raise a ``NotImplementedError`` if unsupported.
float_hook : callable, optional
    An optional callback for handling decoding untyped float literals. Should
    have the signature ``float_hook(val: str) -> Any``, where ``val`` is the
    raw string value of the JSON float. This hook is called to decode any
    "untyped" float value (e.g. ``typing.Any`` typed). The default is
    equivalent to ``float_hook=float``, where all untyped JSON floats are
    decoded as python floats. Specifying ``float_hook=decimal.Decimal``
    will decode all untyped JSON floats as decimals instead.decode(self, buf)
--

Deserialize an object from JSON.

Parameters
----------
buf : bytes-like or str
    The message to decode.

Returns
-------
obj : Any
    The deserialized object.
decode_lines(self, buf)
--

Decode a list of items from newline-delimited JSON.

Parameters
----------
buf : bytes-like or str
    The message to decode.

Returns
-------
items : list
    A list of decoded objects.
Examples
--------
>>> import msgspec
>>> msg = """
... {"x": 1, "y": 2}
... {"x": 3, "y": 4}
... """
>>> dec = msgspec.json.Decoder()
>>> dec.decode_lines(msg)
[{'x': 1, 'y': 2}, {'x': 3, 'y': 4}]decimalmsgspec.Meta(åàv¨ê¬ëÿ/áýÿÿêPãÿ/ÿ/á áå åà àn¨êàÿÿÿ|ë0å0àm¨êhëÔÔÔÔHxD*ð¸bðþÿhX±µoFH
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