rnestler/pyserde

Yet another serialization library on top of dataclasses, inspired by serde-rs.

pyserde

Yet another serialization library on top of dataclasses.

Guide | API Docs | Examples

Overview

Declare a class with pyserde's @serialize and @deserialize decorators.

@deserialize
@serialize
@dataclass
class Foo:
    i: int
    s: str
    f: float
    b: bool

You can serialize Foo object into JSON.

>>> to_json(Foo(i=10, s='foo', f=100.0, b=True))
{"i": 10, "s": "foo", "f": 100.0, "b": true}

You can deserialize JSON into Foo object.

>>> from_json(Foo, '{"i": 10, "s": "foo", "f": 100.0, "b": true}')
Foo(i=10, s='foo', f=100.0, b=True)

Features

• Supported data formats
  • JSON
  • Yaml
  • Toml
  • MsgPack
• Supported types
  • Primitives (int, float, str, bool)
  • Containers (List, Set, Tuple, Dict)
  • typing.Optional
  • typing.Union
  • User defined class with @dataclass
  • typing.NewType for primitive types
  • typing.Any
  • Enum and IntEnum
  • Standard library
    • pathlib.Path
    • decimal.Decimal
    • uuid.UUID
    • datetime.date, datetime.time, datetime.datetime
    • ipaddress
• Python 3.9 type hiting
• Postponed evaluation of type annotation
• Forward reference
• Case Conversion
• Rename
• Skip
• Conditional Skip
• Custom field (de)serializer
• Custom class (de)serializer
• Flatten

LICENSE

This project is licensed under the MIT license.