| squall | mashumaro | |
|---|---|---|
| 1 | 3 | |
| 26 | 728 | |
| - | - | |
| 0.0 | 9.4 | |
| over 2 years ago | 6 days ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
squall
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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
By the way, while I was looking at the GitHub projects that are using apischema, I've discover https://github.com/mtag-dev/squall, a fork of FastAPI but using apischema among other differences.
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?
pydantic - Data validation using Python type hints
msgspec - A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML
apischema - JSON (de)serialization, GraphQL and JSON schema generation using Python typing.
marshmallow - A lightweight library for converting complex objects to and from simple Python datatypes.
anchorpy - The Python Anchor client.
orjson - Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
mypy - Optional static typing for Python
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