orjson
Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy (by ijl)
dataclassy
A fast and flexible reimplementation of data classes (by biqqles)
orjson | dataclassy | |
---|---|---|
17 | 1 | |
5,588 | 79 | |
- | - | |
8.3 | 0.0 | |
7 days ago | over 1 year ago | |
Python | Python | |
Apache License 2.0 | Mozilla Public 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
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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
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Json.dump new line with multiple values in key value pair.
Try https://github.com/ijl/orjson. Not exactly sure if that can help.
dataclassy
Posts with mentions or reviews of dataclassy.
We have used some of these posts to build our list of alternatives
and similar projects.
-
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?
What are some alternatives?
When comparing orjson and dataclassy you can also consider the following projects:
ujson
fypp - Python powered Fortran preprocessor
ormsgpack - Msgpack serialization/deserialization library for Python, written in Rust using PyO3 and rust-msgpack. Reboot of orjson. msgpack.org[Python]
dataclasses-json - Easily serialize Data Classes to and from JSON
msgspec - A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML
dacite - Simple creation of data classes from dictionaries.
pysimdjson - Python bindings for the simdjson project.
mashumaro - Fast and well tested serialization library
cookiecutter-fastapi-firestore
compare-go-json - A comparison of several go JSON packages.