orjson
Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy (by ijl)
mashumaro
Fast and well tested serialization library (by Fatal1ty)
Our great sponsors
| orjson | mashumaro | |
|---|---|---|
| 17 | 3 | |
| 5,520 | 726 | |
| - | - | |
| 8.3 | 9.3 | |
| 5 days ago | 17 days ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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.
orjson
Posts with mentions or reviews of orjson.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-03-07.
- JSON dans les projets data science : Trucs & Astuces
-
JSON in data science projects: tips & tricks
orjson is the fastest JSON library available for python. It natively manages dataclass objects, datetime, numpy and UUID objects.
- Segunda linguagem
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Litestar 2.0
As we began venturing down that road, a few things emerged that would constitute significant changes to some of the core parts of Litestar, but there were two things in particular that started a chain reaction of changes by opening up further possibilities: The new DTOs and our switch from orjson to msgspec.
- orjson: Fast, correct Python JSON lib (supports dataclasses, datetimes, numpy)
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Starlite development updates January ’23
In version 1.45.0, we introduced msgspec as our serialization backend, replacing orjson. This had some immediate performance benefits, but that's not the main reason we made the switch.
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Making Python classes serializable to/from JSON
Doesn't orjson do that already?
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Processing JSON 2.5x faster than simdjson with msgspec
orjson
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Benchmarking Python JSON serializers - json vs ujson vs orjson
For most cases, you would want to go with python’s standard json library which removes dependencies on other libraries. On other hand you could try out ujsonwhich is simple replacement for python’s json library. If you want more speed and also want dataclass, datetime, numpy, and UUID instances and you are ready to deal with more complex code, then you can try your hands on orjson
-
Json.dump new line with multiple values in key value pair.
Try https://github.com/ijl/orjson. Not exactly sure if that can help.
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.
What are some alternatives?
When comparing orjson and mashumaro you can also consider the following projects:
ujson
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.
ormsgpack - Msgpack serialization/deserialization library for Python, written in Rust using PyO3 and rust-msgpack. Reboot of orjson. msgpack.org[Python]
cattrs - Composable custom class converters for attrs.
pysimdjson - Python bindings for the simdjson project.
ultrajson - Ultra fast JSON decoder and encoder written in C with Python bindings
cookiecutter-fastapi-firestore
serpy - ridiculously fast object serialization
dacite - Simple creation of data classes from dictionaries.
python-rapidjson - Python wrapper around rapidjson