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Version:
0.18.6 ▾
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msgspec
/
_core.cpython-312.so
|
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ì 'ì ¾ë ì 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
--------
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'`: Unordered collections (sets, dicts) are sorted to
ensure a consistent output between runs. 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'`: Unordered collections (sets, dicts) are sorted to
ensure a consistent output between runs. 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'`: Unordered collections (sets, dicts) are sorted to
ensure a consistent output between runs. 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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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'`: Unordered collections (sets, dicts) are sorted to
ensure a consistent output between runs. 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'`: Unordered collections (sets, dicts) are sorted to
ensure a consistent output between runs. 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}] P
¯4 ¯4 ¯4 g g g ¦, ¦, ~ ~ ~ ~ ~ ~ ~ ~ g g g g g $. $. $. ã) ã) L L Meta re utcoffset force_setattr bases must be a tuple or None __slots__ All base classes must be types enc_hook must be callable set If a type union contains multiple Struct types, all Struct types must have the same `tag_field` - type `%R` is not supported Invalid enum value %R%U Integer value out of range%U Expected `bytes` of length >= %zd%U false expected '"' The default_factory, or NODEFAULT if no default __rich_repr__ `%s` must be a bool, got %.200s |O$pOO code must be an int between -128 and 127 JSONDecoder Literal TypeVar __msgspec_cached_hash__ __constraints__ tzinfo.utcoffset returned a non-timedelta object Type unions may not contain more than one %s type - type `%R` is not supported Type unions may not contain Struct types with both `int` and `str` tags - type `%R` is not supported Expected `int` that's a multiple of %lld%U Invalid base64 encoded string%U Struct fields msgspec._core.Factory msgspec._core.IntLookup lt= examples= (UO) `%s` must be an int or float, got %.200s code must be an int, got %.200s msgspec.json.Decoder(%U) compile strict __supertype__ msgspec._core astuple weakref __annotations__ keys must be strings NamedTuple invalid escaped character UO!O!|$OOOpppppppppppp:StructMeta.__new__ copy a struct Ext expected 2 arguments, got %zd msgspec._core.NoDefaultType Base class for all Msgspec exceptions EncodeError get_type_hints rebuild enum.EnumMeta should be a type Missing %zd required arguments fields Failed to get offset for %R Encoding objects of type %.200s is unsupported dec_hook must be callable str, bytes, or collection MessagePack data is malformed: invalid opcode '\x%02x' (byte %zd) time JSON is malformed: %s (byte %zd) expected ',' or '}' Expected `array` of length %zd%U unexpected end of escaped utf-16 surrogate pair __struct_fields__ __struct_config__ extra= description reduce a struct decode code The Decoder float_hook _struct_lookup_cache _AnnotatedAlias replace Cannot set `weakref=False` if base class already has `weakref=True` __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 %.200s O(OO) msgspec.msgpack.Encoder hex datetime.datetime_CAPI get_typeddict_info rename Cannot set eq=False and order=True Cannot set gc=False when inheriting from non-struct types with a __dict__ Struct types cannot define %s Using 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 supported duration trailing comma in array trailing comma in object object keys must be strings builtin_types Invalid value %R%U msgspec._core.Field name must be a str or None msgspec._core._StructMixin encode Raw takes no keyword arguments Raw expected at most 1 arguments, got %zd StructConfig UnsetType __dict__ __total__ __bound__ NoDefaultType takes no arguments json_decode 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 bool Expected `str` matching regex %R%U 0.0 expected ',' or ']' buf `uuid_format` must be 'canonical' or 'hex', got %R The extension type code The extension data payload copy Ext NODEFAULT unknown defstruct Required 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 > kind Factory takes no keyword arguments le= decimal_format UNSET msgspec.DecodeError _CONCRETE_TYPES 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` ext_hook must be callable pattern Enum types must have at least one item, %R is invalid Input data was truncated null Struct configuration msgspec._core.StrLookup max_length= `%s` must be a str, got %.200s Raw The message didn't match the expected schema __weakref__ ext_hook is_safe msgpack_encode frozen (OOO) modules s Expected `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 GitHub lt <= -2**63 is not supported any Expected `object` of length <= %zd%U invalid character in unicode escape Expected `array` of length %zd to %zd%U Signature annotation msgspec._core.DataclassInfo string msgspec.msgpack.Ext float_hook must be callable get_class_annotations json_encode dicts numeric date Expected `array` of length %zd, got %zd%U Expected `array` of at least length 1, got 0%U Object contains unknown field `%U`%U builtin_types must be an iterable of types Struct defaults default_factory msgspec._core.NamedTupleInfo ... ValidationError Struct Can't encode Ext objects with data longer than 2**32 - 1 Only enums with int or str values are supported Multiple `Meta` annotations setting `%s` found, type `%R` is invalid str enum datetime or time Number out of range%U from_attributes ) rich repr msgspec.structs.StructConfig msgspec.msgpack.Decoder(%U) O(bO) An error occurred while encoding an object __dataclass_fields__ __value__ namespace `fields` must be an iterable immutable type: '%s' custom Type 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`%U inf Only dicts with str-like or number-like keys are supported msgspec.MsgspecError upper kebab while serializing an object %R.__dataclass_fields__ is not a dict tz 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 pattern= ge Expected `bytes` of length <= %zd%U `%s` must be an int, got %.200s The Decoder ext_hook MsgpackEncoder Union order msgspec Struct field %R is unset Argument '%U' given by name and position Can't encode strings longer than 2**32 - 1 Enums must contain either all str or all int values - type `%R` is not supported Enum values must be strings Expected `str` of length >= %zd%U %S%U indent Positional match args inspect An alternative name to use when encoding/decoding this field Factory _GenericAlias EnumMeta decimal __msgspec_cache__ int forbid_unknown_fields `rename` must be a str, callable, or mapping .<locals>. Can't encode %s longer than 2**32 - 1 Can't encode bytes-like objects longer than 2**32 - 1 max_length that's a multiple of object invalid character Invalid RFC3339 encoded date%U Invalid UUID bytes%U rue msgspec._core.StructMeta Parameter factory extra_json_schema= Cannot specify both `lt` and `le` number MsgspecError ClassVar TypeAliasType UnsetType takes no arguments __init__ _ `tag_field` must be a `str` lt Expected `%U`, got `%s`%U O invalid number Invalid epoch timestamp%U Expected `object` of length >= %zd%U alse The default value, or NODEFAULT if no default gt= ge= extra uuid_format enum datetime uuid Decimal _missing_ dec_hook cache_hash Cannot have a struct field named %R lower tuples gt >= 2**63 - 1 is not supported Type unions may not contain Struct types with `array_like=True` and `array_like=False` - type `%R` is not supported Literal types must have at least one item, %R is invalid - at %U ext Expected `str` of length <= %zd%U Invalid ISO8601 duration%U Expected `array` of at least length %zd, got %zd%U Invalid value %llu%U default The factory function msgspec._core.StructInfo tz= `%s` must be >= 0, got %R |$OOOO msgspec.ValidationError _value2member_map_ _field_defaults Struct base classes cannot define %s rename='%U' is unsupported search Invalid decimal string%U Expected `%s`, got `%s`%U invalid escape character in string trailing characters str_keys __struct_defaults__ Struct encoded field names Cannot set both `default` and `default_factory` msgspec._core.LiteralInfo multiple_of= |$OOOOOOOOOOOOOO:Meta.__new__ Ext takes no keyword arguments msgspec.Raw typing get_dataclass_info __post_init__ json_format tag omit_defaults Missing required argument '%U' Extra keyword arguments provided can't serialize ints < -2**63 or > 2**64 - 1 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. multiple_of Type unions may not contain more than one dict-like type (`Struct`, `dict`, `TypedDict`, `dataclass`) - type `%R` is not supported Expected `array` of length %zd to %zd, got %zd%U Invalid value '%U'%U ull __struct_encode_fields__ `%s` must be > 0 Field MsgpackDecoder types gc namespace must be a dict or None sorted Type '%R' is not supported Expected _value2member_map_ to be a dict int enum array-like (list, set, tuple) | Invalid RFC3339 encoded datetime%U Expected `array` of at most length %zd, got %zd%U Invalid value %lld%U Expected `str`%U min_length= Cannot specify both `gt` and `ge` `decimal_format` must be 'string' or 'number', got %R reduce an Ext msgspec.EncodeError s(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] structs uuid.int must be an int Expected __origin__ to be a Struct type %R.__msgspec_cache__ has been overwritten None Invalid MessagePack timestamp%U __signature__ empty msgspec.Meta( __metadata__ msgpack_decode bases eq 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 Unexpected keyword argument '%U' `order` must be one of `{None, 'deterministic', 'sorted'}`, got %R 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 Duration is out of range%U invalid utf-16 surrogate pair OO|$ppOOp buffer must be a `bytearray` canonical __reduce__ name array_like - `tag_field='%U' conflicts with an existing field of that name dataclass or attrs Expected `float` %s %R%U array The Decoder dec_hook O(O) JSONEncoder msgspec._utils astimezone type __required_keys__ Extra positional arguments provided tag_field repr_omit_defaults `tag` must be a `str` or an `int` le Cannot set both `gt` and `ge` on the same annotated type, type `%R` is invalid 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. >= O|$n POSITIONAL_OR_KEYWORD <factory> title= extra_json_schema encode_into msgspec.msgpack.Decoder msgspec.json.Decoder Any Final enc_hook convert dict strip regex Type unions containing a custom type may not contain any additional types other than `None` - type `%R` is not supported float Only units 'D', 'H', 'M', and 'S' are supported when parsing ISO8601 durations%U Invalid UUID%U unexpected end of hex escape Expected `array` of at least length %zd, got 0%U O|$OpOO msgspec._core.TypedDictInfo data msgspec.UnsetType DecodeError Generic UnionType _value_ __args__ __attrs_attrs__ __doc__ kw_only UO|$OOOOOOpppppppppppp:defstruct __annotations__ must be a dict str <= Expected `%s` with a timezone component%U nan Invalid MessagePack timestamp: nanoseconds out of range%U description= `examples` must be a list, got %.200s The Decoder type The Decoder strict setting data must be a bytes, bytearray, or buffer-like object, got %.200s O(y#) msgspec.json.Encoder encode_lines An error occurred while decoding an object UUID SafeUUID _fields __module__ asdict module Cannot set gc=False and dict=True deterministic TypedDict Timestamp is out of range %U Invalid RFC3339 encoded time%U Expected `int`%U KEYWORD_ONLY |$OOO offset 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 list while deserializing an object [...] Expected `array` of length >= %zd%U MessagePack data is malformed: trailing characters (byte %zd) Factory expected 1 argument, got %zd `%s` must be finite, %R is not supported __copy__ __class_getitem__ typing.ClassVar camel pascal title default_factory must be callable Renamed field names must not contain '\', '"', or control characters ('\u0000' to '\u001F') - '%U' is invalid objects min_length Expected `int` >= %lld%U Expected `int` <= %lld%U Expected `array` of at most length %zd msgspec.Meta decode_lines float_hook __origin__ to_builtins `struct` must be a `msgspec.Struct` module must be a str or None __annotations__ while analyzing a type gt Cannot set both `lt` and `le` on the same annotated type, type `%R` is invalid Can only set `%s` on a %s type - type `%R` is invalid Expected `%s` with no timezone component%U bytes expected ':' obj Cannot treat %R as a builtin type __match_args__ examples Cannot mix numeric constraints (gt, lt, ...) with non-numeric constraints (pattern, min_length, max_length, tz) ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/ 0123456789abcdef ;
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