mashumaro
Fast and well tested serialization library (by Fatal1ty)
Fast JSON schema for Python
Fast JSON schema validator for Python. (by horejsek)
Our great sponsors
| mashumaro | Fast JSON schema for Python | |
|---|---|---|
| 3 | 1 | |
| 729 | 431 | |
| - | - | |
| 9.4 | 5.8 | |
| 8 days ago | about 2 months ago | |
| Python | Python | |
| Apache License 2.0 | BSD 3-clause "New" or "Revised" License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
mashumaro
Posts with mentions or reviews of mashumaro.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-08-02.
- DotDict: A simple Python library to make chained attributes possible
-
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
Fast JSON schema for Python
Posts with mentions or reviews of Fast JSON schema for Python.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-31.
-
I wrote okjson - A fast, simple, and pythonic JSON Schema Validator
I had a requirement to process and validate large payloads of JSON concurrently for a web service, initially I implemented it using jsonschema and fastjsonschema but I found the whole JSON Schema Specification to be confusing at times and on top of that wanted better performance. Albeit there are ways to compile/cache the schema, I wanted to move away from the schema specification so I wrote a validation library inspired by the design of tiangolo/sqlmodel (type hints) to solve this problem easier.
What are some alternatives?
When comparing mashumaro and Fast JSON schema for Python you can also consider the following projects:
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.
jsonschema - JSON Schema validation library
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
serpy - ridiculously fast object serialization
python-rapidjson - Python wrapper around rapidjson
lupin is a Python JSON object mapper - Python document object mapper (load python object from JSON and vice-versa)
mashumaro vs msgspec
Fast JSON schema for Python vs marshmallow
mashumaro vs marshmallow
Fast JSON schema for Python vs jsonschema
mashumaro vs orjson
Fast JSON schema for Python vs cattrs
mashumaro vs cattrs
Fast JSON schema for Python vs ultrajson
mashumaro vs ultrajson
Fast JSON schema for Python vs serpy
mashumaro vs python-rapidjson
Fast JSON schema for Python vs lupin is a Python JSON object mapper