Top 23 Python Schema Projects

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• marshmallow

  11 7,017 8.7 Python

  A lightweight library for converting complex objects to and from simple Python datatypes.

  

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• jsonschema

  4 4,599 8.8 Python

  An implementation of the JSON Schema specification for Python

  

• Mimesis

  3 4,418 8.5 Python

  Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.

• pandera

  7 3,314 9.1 Python

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

  

• Schematics

  0 2,580 0.0 Python

  Python Data Structures for Humans™.

  

• msgspec

  32 2,308 7.5 Python

  A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML

  Project mention: Don't let dicts spoil your code | news.ycombinator.com | 2024-10-09

  gjson [1] and a few other go packages offer a way to parse arbitrary JSON without requiring structs to hold them.

  re: Python. I like PyRight/PyLance for Python typing, it seems to "just work" afaict. I also like msgspec for dataclass like behavior [2].

  ---

  1: https://github.com/tidwall/gjson

  2: https://jcristharif.com/msgspec/

• strictyaml

  21 1,463 1.9 Python

  Type-safe YAML parser and validator.

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• pydantic-core

  18 1,400 9.5 Python

  Core validation logic for pydantic written in rust

  

• eralchemy

  1 1,136 8.9 Python

  Entity Relation Diagrams generation tool

  

• Yamale

  1 675 7.0 Python

  A schema and validator for YAML.

  

• pygraft

  1 667 6.0 Python

  Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips

• pysonDB

  6 398 3.1 Python

  A Simple , ☁️ Lightweight , 💪 Efficent JSON based database for 🐍 Python. PysonDB-V2 has been released ⬇️

  

  Project mention: PysonDB: A Simple, Lightweight, Efficent JSON Based DataBase for Python | news.ycombinator.com | 2024-06-19

• linkml

  1 315 9.7 Python

  Linked Open Data Modeling Language

  

  Project mention: Loops: journeys in declarative logic programming in genomics [video] | news.ycombinator.com | 2023-11-30

  LinkML that Chris presents here looks really interesting though!

  https://linkml.io/

  https://github.com/linkml/linkml

• flama

  7 257 6.8 Python

  Fire up your models with the flame 🔥

  

  Project mention: Protected ML APIs with Flama JWT Authentication | dev.to | 2024-09-11

  If you like what we do, there is a free and easy way to support our work. Gift us a ⭐ at Flama.

• ProfileManifestsMirror

  14 164 4.0 Python

  Jamf JSON schema manifests automatically generated from ProfileCreator manifests (https://github.com/ProfileCreator/ProfileManifests)

  

• pydantic-cli

  8 142 8.1 Python

  Turn Pydantic defined Data Models into CLI Tools

• openapi-schema-validator

  2 99 7.5 Python

  OpenAPI schema validator is a Python library that validates schema against OpenAPI Schema Specification v3.0 and v3.1

  

  Project mention: Superpower REST API DX with Serverless ⚡ and DevOps Best Practices on AWS (🐍 Python Version) | dev.to | 2024-04-30

  openapi-schema-validator is useful to validate our response against a schema of our spec

• SnowDDL

  1 99 8.1 Python

  Declarative-style object management tool for Snowflake.

• pydantic_schemaorg

  1 56 0.0 Python

  Schema.org classes in pydantic

  

• py2gpt

  1 25 7.4 Python

  Convert Python code into JSON consumable by OpenAI's function API.

• lupin is a Python JSON object mapper

  0 25 0.0 Python

  Python document object mapper (load python object from JSON and vice-versa)

• paradict

  2 22 6.6 Python

  Streamable multi-format serialization with schema

  Project mention: FLaNK 25 December 2023 | dev.to | 2023-12-26

• AdaKGC

  1 17 7.7 Python

  [EMNLP 2023 (Findings)] Schema-adaptable Knowledge Graph Construction

  

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Python Schema related posts

• Unit testing functions that input/output dataframes?

  1 project | /r/datascience | 5 Mar 2023

• Pydantic vs Protobuf vs Namedtuples vs Dataclasses

  4 projects | /r/Python | 25 Feb 2023

• Yet another command line tool: clidantic, typed CLIs with click and pydantic

  2 projects | /r/Python | 18 Aug 2022

• Data validation for dashboards

  1 project | /r/dataengineering | 22 Apr 2022

• Mypy 0.940 Released

  3 projects | /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 | /r/Python | 17 Nov 2021
• A note from our sponsor - SaaSHub
  www.saashub.com | 15 Oct 2024

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