schema vs Schematics

schema

Schema validation just got Pythonic (by keleshev)

Data Validation

Source Code

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Schematics

Python Data Structures for Humans™. (by schematics)

Data Validation Python Validation Datastructures Types Schema Serialization Deserialization

Source Code

schematics.readthedocs.org

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schema		Schematics
	Project
3	Mentions	-
2,831	Stars	2,571
-	Growth	-0.1%
7.0	Activity	0.0
about 1 month ago	Latest Commit	10 months ago
Python	Language	Python
MIT License	License	GNU General Public License v3.0 or later

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.

schema

Posts with mentions or reviews of schema. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-20.

Python: Data validation
5 projects | dev.to | 20 Jan 2023

Validation using Schema
tqdm (Python)
24 projects | news.ycombinator.com | 16 Dec 2021
How can I Unit Test on a text file?
1 project | /r/learnpython | 31 Aug 2021

I generally use the https://github.com/keleshev/schema to validate data. You can have a script running that monitors for updated files, then sounds up a new process to actually validate the file.

Schematics

Posts with mentions or reviews of Schematics. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning Schematics yet.
Tracking mentions began in Dec 2020.

What are some alternatives?

When comparing schema and Schematics you can also consider the following projects:

Cerberus - Lightweight, extensible data validation library for Python

jsonschema - An implementation of the JSON Schema specification for Python

voluptuous - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data validation library.

pandera - A light-weight, flexible, and expressive statistical data testing library

colander - A serialization/deserialization/validation library for strings, mappings and lists.

valideer - Lightweight data validation and adaptation Python library.

python-codicefiscale - :it: :credit_card: italian fiscal codes encoding, decoding and validation - codifica, decodifica e validazione del Codice Fiscale italiano.