Top 12 Python Schema Projects
A lightweight library for converting complex objects to and from simple Python datatypes.Project mention: How to implement conditional model | reddit.com/r/flask | 2022-07-06
Either using meta programming: https://github.com/marshmallow-code/marshmallow/issues/585
An implementation of the JSON Schema specification for PythonProject mention: I wrote okjson - A fast, simple, and pythonic JSON Schema Validator | reddit.com/r/Python | 2022-03-31
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.
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Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a variety of languages.
Python Data Structures for Humans™.
A light-weight, flexible, and expressive data validation library for dataframesProject mention: Data validation for dashboards | reddit.com/r/dataengineering | 2022-04-22
In my opinion for simple data validation tasks the best solution is always Pandera.
Type-safe YAML parser and validator.Project mention: Hacker News top posts: Jul 3, 2022 | reddit.com/r/hackerdigest | 2022-07-03
StrictYAML\ (33 comments)
A Simple , ☁️ Lightweight , 💪 Efficent JSON based database for 🐍 Python. PysonDB-V2 has been released ⬇️Project mention: Cattle RFID Tags | reddit.com/r/RFID | 2022-04-04
Choice of database depends on your needs and network requirements. If you just want timestamp and a tag ID connected to it I’d recommend pysonDB a simple JSON-based database. If you need to be able to access data outside of the network I’d recommend you to use Googles Firebase with firestore / real-time DB (any should be fine) which would allow you to subscribe to real-time updates. If you want a fancy website connected to this I’d recommend using firebase as it allows for free hosting
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🔥 Fire up your APIProject mention: what popular wabsites uses Flask and Django and what popular companies uses Python? | reddit.com/r/learnpython | 2022-06-11
*some options that were mentioned in the thread I linked to include - Starlite (made to bypass perceived shortcomings of FastAPI) - Flama (Starlette w/ Marshmellow instead of Pydantic) - APIFlask (Flask w/ Pydantic) - Django Ninja - Quart-Schema
Turn Pydantic defined Data Models into CLI ToolsProject mention: Stop Hardcoding Sensitive Data in Your Python Applications - use python-dotenv instead! | reddit.com/r/Python | 2022-05-08
Jamf JSON schema manifests automatically generated from ProfileCreator manifests (https://github.com/ProfileCreator/ProfileManifests)Project mention: Anyone know how to disable screen time for macOS? We use Jamf pro so either a script or profile would work if anyone knows or can help . | reddit.com/r/macsysadmin | 2022-06-08
Are you wanting to completely disable it or just skip it during initial sign in? This custom settings json should help with the latter, and if you then restrict access to the "Screen Time" preference pane that should be a roundabout way to fully disable it.
OpenAPI schema validator for PythonProject mention: Validating RESTful-ness of Flask API | reddit.com/r/devops | 2021-08-17
I did find https://github.com/p1c2u/openapi-spec-validator and https://github.com/p1c2u/openapi-schema-validator, but I'm pretty new to the devops world so I'm not sure if these are exactly what I'm looking for. Any recommendations or advice is appreciated.
Python document object mapper (load python object from JSON and vice-versa)
Python Schema related posts
Data validation for dashboards
1 project | reddit.com/r/dataengineering | 22 Apr 2022
Mypy 0.940 Released
3 projects | reddit.com/r/Python | 13 Mar 2022
Show HN: Pandera 0.8.0 – validate pandas, dask, modin, and koalas dataframes
2 projects | news.ycombinator.com | 17 Nov 2021
Pandera 0.8.0: Schema Validation for Pandas, Dask, Modin, and Koalas DataFrames. Oh, and also out-of-the-box Pydantic and Mypy support :)
1 project | reddit.com/r/Python | 17 Nov 2021
Anyone know a CLI parser like plac that is being maintained?
1 project | reddit.com/r/Python | 20 Sep 2021
What's the status of MyPy?
1 project | reddit.com/r/Python | 31 Mar 2021
What are some of the best open-source Schema projects in Python? This list will help you:
|12||lupin is a Python JSON object mapper||23|
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