srsly
mashumaro
| srsly | mashumaro | |
|---|---|---|
| 1 | 3 | |
| 414 | 731 | |
| 1.7% | - | |
| 5.4 | 9.4 | |
| about 1 month ago | 12 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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srsly
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?
jsonpickle - Python library for serializing any arbitrary object graph into JSON. It can take almost any Python object and turn the object into JSON. Additionally, it can reconstitute the object back into Python.
msgspec - A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML
pyserde - Yet another serialization library on top of dataclasses, inspired by serde-rs.
marshmallow - A lightweight library for converting complex objects to and from simple Python datatypes.
jinsi - JSON/YAML homoiconic templating language
orjson - Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
dataconf - Simple dataclasses configuration management for Python with hocon/json/yaml/properties/env-vars/dict/cli support.
cattrs - Composable custom class converters for attrs.
ultrajson - Ultra fast JSON decoder and encoder written in C with Python bindings
rememberer - Rememberer is a python package to help your functions remember their previous results.
python-rapidjson - Python wrapper around rapidjson