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mashumaro
Our great sponsors
| nvelope | mashumaro | |
|---|---|---|
| 1 | 3 | |
| 65 | 727 | |
| - | - | |
| 3.4 | 9.3 | |
| 7 months ago | 8 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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nvelope
mashumaro
- DotDict: A simple Python library to make chained attributes possible
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apischema v0.17 - I've developed the fastest typed JSON (de)serialization library, and you can also build your GraphQL schema with it
This month, I've released version 0.17, and it's now blazing fast; there is in fact no more comparison with Pydantic, which more than 5x slower (up to 30x in serialization). It's also faster than alternatives like mashumaro or cattrs. (See the quick benchmark result in documentation, and the code)
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I use attrs instead of pydantic
Having run into these issues with Pydantic, we've been using Mashumaro[1], which, while not having all the bells and whistles of Pydantic, has served us pretty well.
1: https://github.com/Fatal1ty/mashumaro
What are some alternatives?
jsonschema - An implementation of the JSON Schema specification for Python
msgspec - A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML
marshmallow - A lightweight library for converting complex objects to and from simple Python datatypes.
orjson - Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
cattrs - Composable custom class converters for attrs.
ultrajson - Ultra fast JSON decoder and encoder written in C with Python bindings
python-rapidjson - Python wrapper around rapidjson
serpy - ridiculously fast object serialization
typing - Python static typing home. Hosts the documentation and a user help forum.
pysimdjson - Python bindings for the simdjson project.
Fast JSON schema for Python - Fast JSON schema validator for Python.
py-object-factory - objectfactory is a python package to easily implement the factory design pattern for object creation, serialization, and polymorphism