Maat VS serialite

Compare Maat vs serialite and see what are their differences.

Maat

Validation and transformation library powered by deductive ascending parser. Made to be extended for any kind of project. (by Attumm)

serialite

Serialization and deserialization library for Python (by drhagen)
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Maat serialite
5 1
30 7
- -
2.6 5.1
8 months ago about 1 month ago
Python Python
MIT License MIT 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.

Maat

Posts with mentions or reviews of Maat. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-29.
  • [Guide] A Tour Through the Python Framework Galaxy: Discovering the Stars
    14 projects | /r/coder_corner | 29 Apr 2023
    Try msgspec | Maat | turbo for fast serialization and validation
  • Pydantic V2 leverages Rust's Superpowers [video]
    4 projects | news.ycombinator.com | 23 Apr 2023
    Personally, I think it's great to have many projects solving the same problem and pushing each other further. Although the differences between the faster validations are small, the older ones were quite slow. This will save unnecessary CPU cycles, making it eco-friendly. And now the bar will be even higher with a Rust version, which is really great.

    [0]Maat is 2.5 times faster than Pydantic on their own benchmark, as stated in their readme.

    [0]https://github.com/Attumm/Maat

  • Pydantic
    3 projects | news.ycombinator.com | 22 Jan 2022
  • Parse, Don't Validate (2019)
    8 projects | news.ycombinator.com | 26 Jun 2021
    https://github.com/Attumm/Maat/blob/main/tests/test_validati...

    Since validation is written as dictionaries its possible to store the validations in caching db such as Redis.

    And since its simple its easy to extend for anyone use case.

    Benchmarks of pydantic has Maat around twice as Pydantic.

serialite

Posts with mentions or reviews of serialite. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-23.
  • Pydantic V2 leverages Rust's Superpowers [video]
    4 projects | news.ycombinator.com | 23 Apr 2023
    Pydantic is so cool and I am really excited to migrate to v2. My biggest pain point in Pydantic is that it has no abstract base class for a serializer/deserializer. There is just BaseModel. This means that there is no "Pydantic interface" to implement. If I need to serialize/deserialize something other than an object with attributes, I basically can't do it in Pydantic, or at least I couldn't figure out how to do it.

    In contrast, when I designed Serialite [1], I designed it to have a Serializer base class with two abstract methods: to_data and from_data. Then I added a @serializable decorator that can be applied to any dataclass, which injects concrete implementations of to_data and from_data. The decorator is what I usually use, but I sometimes implement the base class directly when it gets too complicated.

    Making Serialite work with FastAPI was almost impossible because there is no interface to implement, duck type or otherwise. In the end, Serialite monkey patches some key FastAPI functions to make them understand Serialite Serializers and that seems to work.

    [1] https://github.com/drhagen/serialite

What are some alternatives?

When comparing Maat and serialite you can also consider the following projects:

wiktextract - Wiktionary dump file parser and multilingual data extractor

koda-validate - Typesafe, Composable Validation

io-ts - Runtime type system for IO decoding/encoding

pydantic-core - Core validation logic for pydantic written in rust

baize - Powerful and exquisite WSGI/ASGI framework/toolkit.

pydantic - Data validation using Python type hints

traitlets - A lightweight Traits like module

hupper - in-process file monitor / reloader for reloading your code automatically during development

OpenAlchemy - Define SQLAlchemy models using the OpenAPI specification.

aiomonitor - aiomonitor is module that adds monitor and python REPL capabilities for asyncio application

validator - :100:Go Struct and Field validation, including Cross Field, Cross Struct, Map, Slice and Array diving