mashumaro
Box
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| mashumaro | Box | |
|---|---|---|
| 3 | 12 | |
| 729 | 2,358 | |
| - | - | |
| 9.4 | 2.1 | |
| 8 days ago | 11 days ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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
- 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
Box
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DotDict: A simple Python library to make chained attributes possible
This seems similar to the functionality exposed by Box.
https://github.com/cdgriffith/Box/wiki/Types-of-Boxes#defaul...
- Best way to get a dict-like object with dot notations? Class attributes, or other options?
- I've built a PathDict, a library that makes it easy to work with dicts!
- GitHub - cdgriffith/Box: Python dictionaries with advanced dot notation access
- Box – Python dictionaries with advanced dot notation access
- Box – Python dictionary with dot notation
- What would you want to see in Python?
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I am a proficient Python coder whose learning has plateaued. Any really useful libraries I should look into learning? Taking recommendations.
Here are some that might answer your question: - algorithms is a library which contains many of the most useful algorithms for sorting, searching, working with trees, math algorithms like factorials, prime finders and many more - data classes to save you the trouble of writing everytime special methods in a class like init, repr, set, get - box allows the use of dot on dictionaries to access the keys - more-itertools for more routines to operate on iterables than those itertools provide.
What are some alternatives?
msgspec - A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML
bidict - The bidirectional mapping library for Python.
marshmallow - A lightweight library for converting complex objects to and from simple Python datatypes.
dataclasses
orjson - Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
DottedDict - Python library that provides a method of accessing lists and dicts with a dotted path notation.
cattrs - Composable custom class converters for attrs.
Nim - Nim is a statically typed compiled systems programming language. It combines successful concepts from mature languages like Python, Ada and Modula. Its design focuses on efficiency, expressiveness, and elegance (in that order of priority).
ultrajson - Ultra fast JSON decoder and encoder written in C with Python bindings
awesome-python - An opinionated list of awesome Python frameworks, libraries, software and resources.
python-rapidjson - Python wrapper around rapidjson
nimpy - Nim - Python bridge