|Fast JSON schema for Python||marshmallow|
|26 days ago||5 days ago|
|BSD 3-clause "New" or "Revised" License||MIT License|
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.
Fast JSON schema for Python
I wrote okjson - A fast, simple, and pythonic JSON Schema Validator
8 projects | /r/Python | 31 Mar 2022
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.
Faster time-to-market with API-first
12 projects | dev.to | 25 Oct 2022
Uses a robust data validation library: validating payloads is a complex business. Your data validation library must handle optional and required properties, string formats like ISO dates and UUIDs (both dates and UUIDs are string types in OpenAPI), and strict vs loose type validation (should a string pass as an integer if it can be casted?). Also, in the case of Python, you need to make sure 1 and 0 don’t pass for True and False when it comes to boolean properties. In my experience, the best data validation libraries in the Python ecosystem are pydantic and marshmallow. From the above-mentioned libraries, flasgger and flask-smorest work with marshmallow.
What's best library for swagger + flask?
6 projects | /r/Python | 25 Sep 2022
I also came across things like Marsmallow and Blueprints, but don't know what these are, still reading about this as I write.
pydantic VS marshmallow - a user suggested alternative
2 projects | 21 Sep 2022
Pydantic is a data validation library, marshmallow is a data validation library. None of the other libraries in the list of pydantic alternatives is a data validation library.
Yet another object serialization framework!
2 projects | /r/Python | 5 Sep 2022
I have been working on a package that is very similar in concept to marshmallow (https://marshmallow.readthedocs.io), but which adds a versioning mechanism to track changes in object structure across time, allowing you to migrate objects between different versions.
Should I use SQLAlchemy for a side project?
2 projects | /r/Python | 15 Jun 2022
You might be surprised how much I agree - I recently opened an issue there hoping to discuss something like this (still awaiting response). https://github.com/marshmallow-code/marshmallow/issues/2000
The Pocket Guide To API Request Validation You Wish You Had Earlier
2 projects | dev.to | 6 Jan 2022
Project Althaia - looking for performance/accuracy feedback on my shallow fork of marshmallow
2 projects | /r/Python | 3 Jan 2022
I created a shallow fork of everyone's favourite marshmallow, to work around some performance issues while dumping data. The performance gain I measured is around 45%, but since it's a bad idea to rely on one's own testing, I was hoping that there are some folks here who use marshmallow in their projects, and who would be willing to try it out. Doubly so if your project has some unit tests in it, to confirm that nothing is broken due to my patches.
Strict YAML deserialization in Python with marshmallow
3 projects | dev.to | 27 Jan 2021
I found a recommendation to use marshmallow to parse dict generated from JSON object. I decided that these cases are the same as mine only uses JSON instead of YAML. And so I tried to use class_schema generator for dataclass schema:
What are some alternatives?
cattrs - Composable custom class converters for attrs.
serpy - ridiculously fast object serialization
WTForms - A flexible forms validation and rendering library for Python.
jsonschema - JSON Schema validation library
ultrajson - Ultra fast JSON decoder and encoder written in C with Python bindings
Trafaret - Ultimate transformation library that supports validation, contexts and aiohttp.
jsons - 🐍 A Python lib for (de)serializing Python objects to/from JSON
lupin is a Python JSON object mapper - Python document object mapper (load python object from JSON and vice-versa)
mashumaro - Fast and well tested serialization library