dataclassy
mashumaro
| dataclassy | mashumaro | |
|---|---|---|
| 1 | 3 | |
| 79 | 731 | |
| - | - | |
| 0.0 | 9.4 | |
| over 1 year ago | 15 days ago | |
| Python | Python | |
| Mozilla Public License 2.0 | 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.
dataclassy
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Ask Anything Monday Weekly Thread
dataclassy doesn't seem to have field and the docs seem to say to just not write it. But I get the same timestamp for all tests. I guessed/tried name: str = (lambda: 'Study ' + util.timestamp())() but same result. How do I port this?
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?
fypp - Python powered Fortran preprocessor
msgspec - A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML
dataclasses-json - Easily serialize Data Classes to and from JSON
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
dacite - Simple creation of data classes from dictionaries.
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.