dataclasses-json
mashumaro
| dataclasses-json | mashumaro | |
|---|---|---|
| 1 | 3 | |
| 1,300 | 729 | |
| - | - | |
| 7.1 | 9.4 | |
| 6 days ago | 11 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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dataclasses-json
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)
-
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?
dacite - Simple creation of data classes from dictionaries.
msgspec - A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML
dataconf - Simple dataclasses configuration management for Python with hocon/json/yaml/properties/env-vars/dict/cli support.
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
dataclassy - A fast and flexible reimplementation of data classes
cattrs - Composable custom class converters for attrs.
Elasticsearch - Free and Open, Distributed, RESTful Search Engine
ultrajson - Ultra fast JSON decoder and encoder written in C with Python bindings
python-youtube - A simple Python wrapper for YouTube Data API :sparkles: :cake: :sparkles: .
python-rapidjson - Python wrapper around rapidjson