msgspec is a fast serialization and validation library, with builtin
support for JSON, MessagePack,
YAML, and TOML. It features:
-
🚀 High performance encoders/decoders for common protocols. The JSON and MessagePack implementations regularly benchmark as the fastest options for Python.
-
🎉 Support for a wide variety of Python types. Additional types may be supported through extensions.
-
🔍 Zero-cost schema validation using familiar Python type annotations. In benchmarks
msgspecdecodes and validates JSON faster than orjson can decode it alone. -
✨ A speedy Struct type for representing structured data. If you already use dataclasses or attrs, structs should feel familiar. However, they're 5-60x faster for common operations.
All of this is included in a lightweight library with no required dependencies.
msgspec may be used for serialization alone, as a faster JSON or
MessagePack library. For the greatest benefit though, we recommend using
msgspec to handle the full serialization & validation workflow:
Define your message schemas using standard Python type annotations.
>>> import msgspec
>>> class User(msgspec.Struct):
... """A new type describing a User"""
... name: str
... groups: set[str] = set()
... email: str | None = None
Encode messages as JSON, or one of the many other supported protocols.
>>> alice = User("alice", groups={"admin", "engineering"})
>>> alice
User(name='alice', groups={"admin", "engineering"}, email=None)
>>> msg = msgspec.json.encode(alice)
>>> msg
b'{"name":"alice","groups":["admin","engineering"],"email":null}'
Decode messages back into Python objects, with optional schema validation.
>>> msgspec.json.decode(msg, type=User)
User(name='alice', groups={"admin", "engineering"}, email=None)
>>> msgspec.json.decode(b'{"name":"bob","groups":[123]}', type=User)
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
msgspec.ValidationError: Expected `str`, got `int` - at `$.groups[0]`
msgspec is designed to be as performant as possible, while retaining some of
the nicities of validation libraries like
pydantic. For supported types,
encoding/decoding a message with msgspec can be
~10-80x faster than alternative libraries.
See the documentation for more information.
LICENSE
New BSD. See the License File.
1 maintainer
Release files for msgspec 0.21.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| msgspec-0.21.1.tar.gz | 319.2 kB | Details |
Built distributions (wheels)
Total release size: 10.2 MB
Release files / msgspec-0.21.1.tar.gz
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