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msgspec
/
_core.cpython-312-iphonesimulator.so
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--
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) unknown int 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.replace asdict(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_builtins astuple(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_builtins defstruct(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
--------
Struct force_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.encode msgpack_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.decode json_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.encode json_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.decode json_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.astuple convert(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 | None Encoder(*, 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
-------
None Decoder(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}] Ælÿÿª ÿÿ¤lÿÿ¤lÿÿ¯lÿÿ¯lÿÿ¯lÿÿµlÿÿµlÿÿµlÿÿ©lÿÿ©lÿÿ² ÿÿ² ÿÿ² ÿÿ² ÿÿ² ÿÿ² ÿÿ² ÿÿ² ÿÿµlÿÿµlÿÿµlÿÿµlÿÿµlÿÿlÿÿlÿÿlÿÿÀlÿÿÀlÿÿ¹lÿÿ¹lÿÿ msgspec._core.NoDefaultType msgspec.UnsetType datetime.datetime_CAPI Factory Field Meta StructConfig Ext Raw MsgpackEncoder MsgpackDecoder JSONEncoder JSONDecoder UnsetType StructMeta NODEFAULT UNSET msgspec.MsgspecError Base class for all Msgspec exceptions msgspec.EncodeError An error occurred while encoding an object msgspec.DecodeError An error occurred while decoding an object msgspec.ValidationError The message didn't match the expected schema MsgspecError EncodeError DecodeError ValidationError _struct_lookup_cache typing Union Any Literal ClassVar TypeVar Final Generic _GenericAlias TypeAliasType msgspec._utils _CONCRETE_TYPES get_type_hints get_class_annotations get_typeddict_info get_dataclass_info _AnnotatedAlias rebuild types UnionType enum EnumMeta enum.EnumMeta should be a type abc ABCMeta abc.ABCMeta should be a type _abc_init datetime astimezone uuid UUID SafeUUID decimal Decimal re compile __weakref__ __dict__ __msgspec_cached_hash__ _value2member_map_ __msgspec_cache__ _value_ _missing_ type enc_hook dec_hook ext_hook strict order utcoffset __origin__ __args__ __metadata__ __total__ __required_keys__ _fields _field_defaults __post_init__ __dataclass_fields__ __attrs_attrs__ __supertype__ __value__ __bound__ __constraints__ is_safe s(O){ssss} Struct __module__ msgspec __doc__ __reduce__ NoDefaultType takes no arguments UnsetType takes no arguments msgspec._core replace asdict astuple defstruct force_setattr msgpack_encode msgpack_decode json_encode json_decode json_format to_builtins convert `struct` must be a `msgspec.Struct` Extra positional arguments provided Missing %zd required arguments `%.200s` has no field '%U' Struct field %R is unset name fields bases module namespace tag_field tag rename omit_defaults forbid_unknown_fields frozen eq kw_only repr_omit_defaults array_like gc weakref dict cache_hash UO|$OOOOOOpppppppppppp:defstruct namespace must be a dict or None module must be a str or None bases must be a tuple or None `fields` must be an iterable items in `fields` must be one of `str`, `tuple[str, type]`, or `tuple[str, type, Any]` __annotations__ Cannot set eq=False and order=True Cannot set cache_hash=True without frozen=True Cannot set gc=False when inheriting from non-struct types with a __dict__ Cannot set gc=False and dict=True (OOO) __init__ __new__ __slots__ Struct types cannot define %s All base classes must be types Struct base classes cannot define %s __annotations__ must be a dict __annotations__ keys must be strings Cannot have a struct field named %R __annotate__ __annotate_func__ typing.ClassVar modules Using a non-empty mutable collection (%R) as a default value is unsafe. Instead configure a `default_factory` for this field. Using 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` lower upper camel pascal kebab rename='%U' is unsupported `rename` must be a str, callable, or mapping _ title - strip s Expected calling `rename` to return a `str` or `None`, got `%.200s` Expected `rename[field]` to return a `str` or `None`, got `%.200s` default_factory must be callable Required field '%U' cannot follow optional fields. Either reorder the struct fields, or set `kw_only=True` in the struct definition. Cannot set `weakref=False` if base class already has `weakref=True` Cannot set `dict=False` if base class already has `dict=True` Cannot set `cache_hash=False` if base class already has `cache_hash=True` Multiple fields rename to the same name, field names must be unique Renamed field names must not contain '\', '"', or control characters ('\u0000' to '\u001F') - '%U' is invalid Argument '%U' given by name and position Unexpected keyword argument '%U' Missing required argument '%U' __abstractmethods__ ', ' Can't instantiate abstract class %s without an implementation for abstract method%s '%U' immutable type: '%s' Integer `tag` values must be within [-2**63, 2**63 - 1] `tag` must be a `str` or an `int` `tag_field` must be a `str` `tag_field='%U' conflicts with an existing field of that name __qualname__ .<locals>. Failed to get offset for %R Extra keyword arguments provided enc_hook must be callable deterministic sorted `order` must be one of `{None, 'deterministic', 'sorted'}`, got %R Can't encode strings longer than 2**32 - 1 can't serialize ints < -2**63 or > 2**64 - 1 list while serializing an object Can't encode %s longer than 2**32 - 1 dicts Only dicts with str keys are supported when `order` is not `None` structs Can't encode bytes-like objects longer than 2**32 - 1 tuples tzinfo.utcoffset returned a non-timedelta object Can't encode Ext objects with data longer than 2**32 - 1 uuid.int must be an int 0123456789abcdef set objects %R.__dataclass_fields__ is not a dict Encoding objects of type %.200s is unsupported dec_hook must be callable ext_hook must be callable Expected __origin__ to be a Struct type Type `%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. %R.__msgspec_cache__ has been overwritten while analyzing a type Type '%R' is not supported __args__ must be a tuple gt ge lt le multiple_of regex min_length max_length tz Cannot set both `gt` and `ge` on the same annotated type, type `%R` is invalid Cannot set both `lt` and `le` on the same annotated type, type `%R` is invalid Multiple `Meta` annotations setting `%s` found, type `%R` is invalid Unbound TypeVar `%R` has constraints `%R` - constraints are currently unsupported. If possible, either explicitly bind the parameter, or use `bound` instead of constraints. Expected _value2member_map_ to be a dict Enums must contain either all str or all int values - type `%R` is not supported int enum str enum Type unions may not contain more than one %s type - type `%R` is not supported array-like (list, set, tuple) TypedDict NamedTuple dataclass or attrs custom numeric pattern str, bytes, or collection datetime or time Can only set `%s` on a %s type - type `%R` is invalid 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 GitHub lt <= -2**63 is not supported gt >= 2**63 - 1 is not supported If a type union contains multiple Struct types, all Struct types must be tagged (via `tag` or `tag_field` kwarg) - type `%R` is not supported Type unions may not contain Struct types with `array_like=True` and `array_like=False` - type `%R` is not supported Type unions may not contain Struct types with both `int` and `str` tags - type `%R` is not supported If a type union contains multiple Struct types, all Struct types must have the same `tag_field` - type `%R` is not supported If a type union contains multiple Struct types, all Struct types must have unique `tag` values - type `%R` is not supported Enum types must have at least one item, %R is invalid Enum values must be strings Integer values > (2**63 - 1) are not currently supported for Enum/Literal/integer tags. If you need this feature, please open an issue on GitHub. Literal types must have at least one item, %R is invalid Literal may only contain None/integers/strings - %R is not supported Type unions containing a custom type may not contain any additional types other than `None` - type `%R` is not supported Type unions may not contain more than one array-like type (`Struct(array_like=True)`, `list`, `set`, `frozenset`, `tuple`, `NamedTuple`) - type `%R` is not supported Type unions may not contain more than one dict-like type (`Struct`, `dict`, `TypedDict`, `dataclass`) - type `%R` is not supported Type unions may not contain more than one int-like type (`int`, `Enum`, `Literal[int values]`) - type `%R` is not supported Type 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 supported MessagePack data is malformed: invalid opcode '\x%02x' (byte %zd) Input data was truncated while deserializing an object Expected `int` >= %lld%U Expected `int` <= %lld%U Expected `int` that's a multiple of %lld%U [...] in - at %U Invalid enum value %R%U >= > <= < that's a multiple of Expected `float` %s %R%U Timestamp is out of range %U Expected `%s` with a timezone component%U Expected `%s` with no timezone component%U time Duration is out of range%U Expected `%U`, got `%s`%U | any date duration Expected `str` of length >= %zd%U Expected `str` of length <= %zd%U search O Expected `str` matching regex %R%U invalid number invalid character Integer value out of range%U %S%U Invalid epoch timestamp%U Number out of range%U Invalid RFC3339 encoded datetime%U Invalid RFC3339 encoded date%U Invalid RFC3339 encoded time%U Invalid ISO8601 duration%U Only units 'D', 'H', 'M', and 'S' are supported when parsing ISO8601 durations%U Invalid UUID%U Invalid decimal string%U Expected `array` of length >= %zd%U Expected `array` of length <= %zd%U Expected `array` of length %zd, got %zd%U Expected `array` of length %zd to %zd, got %zd%U Expected `array` of at least length %zd, got %zd%U Expected `array` of at most length %zd, got %zd%U Expected `%s`, got `%s`%U Invalid value '%U'%U Invalid value %llu%U Invalid value %lld%U Expected `array` of at least length 1, got 0%U Object contains unknown field `%U`%U Object missing required field `%U`%U Expected `object` of length >= %zd%U Expected `object` of length <= %zd%U None inf nan 0.0 Expected `bytes` of length >= %zd%U Expected `bytes` of length <= %zd%U Invalid UUID bytes%U Invalid MessagePack timestamp%U Invalid MessagePack timestamp: nanoseconds out of range%U MessagePack data is malformed: trailing characters (byte %zd) Only dicts with str-like or number-like keys are supported ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/ false ull rue alse JSON is malformed: %s (byte %zd) invalid utf-16 surrogate pair unexpected end of hex escape invalid escaped character invalid character in unicode escape expected ',' or ']' trailing comma in array expected ',' or '}' trailing comma in object expected '"' expected ':' Expected `array` of length %zd%U Expected `array` of length %zd to %zd%U Expected `array` of at least length %zd, got 0%U Expected `str`%U invalid escape character in string unexpected end of escaped utf-16 surrogate pair Expected `int`%U Expected `array` of at most length %zd object keys must be strings Invalid base64 encoded string%U trailing characters buf indent O|$n , obj builtin_types str_keys O|$OpOO builtin_types must be an iterable of types Cannot treat %R as a builtin type from_attributes OO|$ppOOp Invalid value %R%U raw msgspec._core.StructMeta __struct_fields__ Struct fields __struct_defaults__ Struct defaults __struct_encode_fields__ Struct encoded field names __match_args__ Positional match args __signature__ __struct_config__ Struct configuration inspect Parameter empty POSITIONAL_OR_KEYWORD KEYWORD_ONLY Signature kind default annotation UO!O!|$OOOpppppppppppp:StructMeta.__new__ msgspec._core.Factory <factory> factory The factory function Factory takes no keyword arguments Factory expected 1 argument, got %zd msgspec._core.Field The default value, or NODEFAULT if no default default_factory The default_factory, or NODEFAULT if no default An alternative name to use when encoding/decoding this field |$OOO Cannot set both `default` and `default_factory` name must be a str or None msgspec._core.IntLookup msgspec._core.StrLookup msgspec._core.LiteralInfo msgspec._core.TypedDictInfo msgspec._core.DataclassInfo msgspec._core.NamedTupleInfo msgspec._core.StructInfo msgspec.Meta msgspec.Meta( gt= ge= lt= le= multiple_of= pattern= min_length= max_length= tz= title= description= examples= extra_json_schema= extra= ) __rich_repr__ rich repr (UO) description examples extra_json_schema extra |$OOOOOOOOOOOOOO:Meta.__new__ Cannot specify both `gt` and `ge` Cannot specify both `lt` and `le` Cannot mix numeric constraints (gt, lt, ...) with non-numeric constraints (pattern, min_length, max_length, tz) `examples` must be a list, got %.200s `extra_json_schema` must be a dict, got %.200s `extra` must be a dict, got %.200s `%s` must be finite, %R is not supported `%s` must be an int or float, got %.200s `%s` must be > 0 `%s` must be a str, got %.200s `%s` must be an int, got %.200s `%s` must be >= 0, got %R `%s` must be a bool, got %.200s msgspec._core._StructMixin ... __copy__ copy a struct __replace__ create a new struct with replacements reduce a struct O(OO) msgspec.structs.StructConfig msgspec.msgpack.Encoder encode encode_into buffer must be a `bytearray` offset must be >= -1 decimal_format uuid_format string number canonical hex |$OOOO `decimal_format` must be 'string' or 'number', got %R `uuid_format` must be 'canonical', 'hex', or 'bytes', got %R `uuid_format` must be 'canonical' or 'hex', got %R msgspec.msgpack.Decoder msgspec.msgpack.Decoder(%U) decode __class_getitem__ The Decoder type The Decoder strict setting The Decoder dec_hook The Decoder ext_hook |O$pOO msgspec.msgpack.Ext reduce an Ext O(bO) code The extension type code data The extension data payload Ext takes no keyword arguments Ext expected 2 arguments, got %zd code must be an int between -128 and 127 code must be an int, got %.200s data must be a bytes, bytearray, or buffer-like object, got %.200s msgspec.Raw copy O(O) O(y#) Raw takes no keyword arguments Raw expected at most 1 arguments, got %zd msgspec.json.Encoder encode_lines msgspec.json.Decoder msgspec.json.Decoder(%U) decode_lines float_hook The Decoder float_hook float_hook must be callable 4 4 ÑX ! a ð X X bu X -À à Ð @ ` p À! 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_convert_seq_to_struct_array_inner _convert_tag_matches _convert_lookup_tag _convert_dict_to_dict _convert_dict_to_struct _getattr_then_getitem _convert_object_to_struct _convert_object_to_dataclass _StructMeta_dealloc _StructMeta_traverse _StructMeta_clear _StructMeta_new _StructMeta_signature _StructMeta_config _Factory_dealloc _Factory_repr _Factory_traverse _Factory_clear _Factory_new _Field_dealloc _Field_traverse _Field_clear _Field_new _IntLookup_dealloc _IntLookup_traverse _IntLookup_clear _StrLookup_dealloc _StrLookup_traverse _StrLookup_clear _LiteralInfo_dealloc _LiteralInfo_traverse _LiteralInfo_clear _TypedDictInfo_dealloc _TypedDictInfo_traverse _TypedDictInfo_clear _TypeNode_traverse _DataclassInfo_dealloc _DataclassInfo_traverse _DataclassInfo_clear _NamedTupleInfo_dealloc _NamedTupleInfo_traverse _NamedTupleInfo_clear _StructInfo_dealloc _StructInfo_traverse _StructInfo_clear _Meta_dealloc _Meta_repr _Meta_hash _Meta_traverse _Meta_clear _Meta_richcompare _Meta_new __meta_repr_part _Meta_rich_repr _ensure_is_bool _Struct_repr _Struct_hash _Struct_copy _Struct_reduce _Struct_rich_repr _StructMixin_fields _StructMixin_encode_fields _StructMixin_defaults _StructMixin_config _StructConfig_dealloc _StructConfig_traverse _StructConfig_clear _StructConfig_frozen _StructConfig_eq _StructConfig_order _StructConfig_repr_omit_defaults _StructConfig_array_like _StructConfig_gc _StructConfig_weakref _StructConfig_dict _StructConfig_cache_hash _StructConfig_omit_defaults _StructConfig_forbid_unknown_fields _StructConfig_tag _StructConfig_tag_field _Encoder_dealloc _Encoder_traverse _Encoder_clear _Encoder_init _Encoder_encode _Encoder_encode_into _encoder_encode_common _encoder_encode_into_common _ms_resize_bytearray _Encoder_decimal_format _Encoder_uuid_format _Encoder_order _Decoder_dealloc _Decoder_repr _Decoder_traverse _Decoder_init _Decoder_decode _Ext_dealloc _Ext_richcompare _Ext_new _Ext_reduce _Raw_dealloc _Raw_richcompare _Raw_new _Raw_length _Raw_buffer_getbuffer _Raw_reduce _Raw_copy _Raw_New _JSONEncoder_encode _JSONEncoder_encode_into _JSONEncoder_encode_lines _JSONDecoder_dealloc _JSONDecoder_repr _JSONDecoder_traverse _JSONDecoder_init _JSONDecoder_decode _JSONDecoder_decode_lines _mpack_decode_bin _Struct_fill_in_defaults _json_skip _json_decode_dict_key_fallback _Struct_richcompare _struct_replace.cold.1 _struct_force_setattr.cold.1 _JSONDecoder_decode.cold.1 _msgspec_json_format.cold.1 _StructMeta_new_inner.cold.1 _Struct_vectorcall.cold.1 _mpack_encode_set.cold.1 _AssocList_FromDataclass.cold.1 _json_encode_dataclass.cold.1 _to_builtins_dataclass.cold.1 _mpack_encode_dataclass.cold.1 _ms_uuid_to_16_bytes.cold.1 _ms_encode_uuid.cold.1 _StructInfo_Convert.cold.1 _convert_seq_to_set.cold.1 _mpack_decode_array.cold.1 _mpack_decode_vartuple.cold.1 _convert_seq.cold.1 _convert_dict_to_dict.cold.1 _mpack_decode_array.cold.2 _mpack_decode_list.cold.1 _mpack_decode_list.cold.2 _mpack_decode_struct_array_inner.cold.1 _json_encode_set.cold.1 _json_encode_object.cold.1 _json_decode.cold.1 _json_skip_string.cold.1 _json_decode_list.cold.1 _json_decode_list.cold.2 _json_decode_list.cold.3 _json_decode_fixtuple.cold.1 _json_decode_fixtuple.cold.2 _json_decode_fixtuple.cold.3 _json_decode_namedtuple.cold.1 _json_decode_namedtuple.cold.2 _json_decode_namedtuple.cold.3 _json_decode_struct_array_inner.cold.1 _json_decode_struct_array_inner.cold.2 _json_decode_struct_array_inner.cold.3 _json_decode_struct_array_inner.cold.4 _json_decode_struct_array_inner.cold.5 _json_decode_cstr.cold.1 _json_decode_string_view.cold.1 _json_decode_struct_union.cold.1 _json_decode_struct_union.cold.2 _json_decode_binary.cold.1 _json_decode_binary.cold.2 _json_format.cold.1 _convert_bytes.cold.1 _convert_bytes.cold.2 _convert_bytearray.cold.1 _convert_bytearray.cold.2 _convert_memoryview.cold.1 _convert_memoryview.cold.2 _convert_seq_to_struct_array_inner.cold.1 _convert_lookup_tag.cold.2 _convert_lookup_tag.cold.1 _convert_object_to_struct.cold.1 _Raw_dealloc.cold.1 _JSONDecoder_decode_lines.cold.1 _JSONDecoder_decode_lines.cold.2 _nodefault__doc__ _unset__doc__ _Struct__doc__ _struct_replace__doc__ _struct_asdict__doc__ _struct_astuple__doc__ _msgspec_defstruct__doc__ _struct_force_setattr__doc__ _msgspec_msgpack_encode__doc__ _msgspec_msgpack_decode__doc__ _msgspec_json_encode__doc__ _msgspec_json_decode__doc__ _msgspec_json_format__doc__ _msgspec_to_builtins__doc__ _msgspec_convert__doc__ _escape_table _DIGIT_TABLE _days_since_min_datetime._days_before_month _datetime_from_epoch.days_in_month _ms_atof_f64_powers_of_10 _ms_atof_powers_of_10 _ms_hpd_to_double.powers _ms_atof_left_shift _ms_atof_powers_of_5 _days_in_month.ndays _DOUBLE_POW5_INV_SPLIT _DOUBLE_POW5_SPLIT _char_types _base64_decode_table _StructMeta__doc__ _Field__doc__ _Meta__doc__ _StructConfig__doc__ _Encoder__doc__ _Encoder_encode__doc__ _Encoder_encode_into__doc__ _Decoder__doc__ _Decoder_decode__doc__ _Ext__doc__ _Raw__doc__ _Raw_copy__doc__ _JSONEncoder__doc__ _JSONEncoder_encode_lines__doc__ _JSONDecoder__doc__ _JSONDecoder_decode__doc__ _JSONDecoder_decode_lines__doc__ _hex_encode_table _base64_encode_table _unset_as_number _msgspecmodule _nodefault_methods _unset_methods _msgspec_methods _StructMeta_getset _StructMetaType _StructMeta_members _Factory_Type _Factory_members _Field_Type _Field_members _IntLookup_Type _StrLookup_Type _LiteralInfo_Type _TypedDictInfo_Type _DataclassInfo_Type _NamedTupleInfo_Type _StructInfo_Type _Meta_Type _Meta_methods _Meta_members _StructMixin_getset _StructMixinType _Struct_methods _StructConfig_getset _StructConfig_Type _Encoder_getset _Encoder_Type _Encoder_methods _Encoder_members _Decoder_Type _Decoder_methods _Decoder_members _Ext_Type _Ext_methods _Ext_members _Raw_as_sequence _Raw_as_buffer _Raw_Type _Raw_methods _JSONEncoder_Type _JSONEncoder_methods _JSONDecoder_Type _JSONDecoder_methods _JSONDecoder_members __dyld_private _PyDateTimeAPI _timezone_cache 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