Top 23 Python Schema Projects

• marshmallow

  11 6,915 8.8 Python

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

  

Project mention: Help making draggable items for Flask app. | /r/flask | 2023-08-21

Somehow get a serializer going for your database models. I used marshmallow and flask-marshmallow

• jsonschema

  4 4,468 8.8 Python

  An implementation of the JSON Schema specification for Python

  

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• Mimesis

  3 4,315 8.9 Python

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

• pandera

  7 3,074 9.2 Python

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

  

• Schematics

  0 2,575 0.0 Python

  Python Data Structures for Humans™.

  

• msgspec

  31 1,939 8.3 Python

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

Project mention: Htmx, Rust and Shuttle: A New Rapid Prototyping Stack | news.ycombinator.com | 2023-11-01

• strictyaml

  21 1,421 1.9 Python

  Type-safe YAML parser and validator.

Project mention: StrictYAML | news.ycombinator.com | 2023-09-29

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• pydantic-core

  18 1,292 9.5 Python

  Core validation logic for pydantic written in rust

  

Project mention: Is there a pydantic.BaseSettings equivalent in rust? | /r/rust | 2023-06-05

Funny that you ask... https://github.com/pydantic/pydantic-core Unfortunately it seems that the functionality you ask for is not (yet) part of this ...

• eralchemy

  1 1,079 0.0 Python

  Entity Relation Diagrams generation tool

• pygraft

  1 644 8.0 Python

  Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips

Project mention: PyGraft: Configurable Generation of Schemas and Knowledge Graphs | news.ycombinator.com | 2023-09-13

• Yamale

  1 644 7.0 Python

  A schema and validator for YAML.

  

• pysonDB

  5 376 2.8 Python

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

  

• linkml

  1 291 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

• typedload

  5 255 8.1 Python

  Discontinued Python library to load dynamically typed data into statically typed data structures

• flama

  4 255 6.3 Python

  Fire up your models with the flame 🔥

  

Project mention: Introducing Flama for Robust Machine Learning APIs | dev.to | 2023-12-18

There has been a considerable effort in the last few years to try and standardise the way in which these type of APIs are implemented via different frameworks. However, over the last few years, a new type of functionality has become more and more popular: machine learning (ML) models; and the existing frameworks for building APIs are not well suited for this type of functionality. In this series of posts, we will learn how to build APIs using a Framework for the development of Lightweight Applications and Machine-learning Automation, also known as Flama.

• ProfileManifestsMirror

  14 156 1.4 Python

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

  

• pydantic-cli

  8 126 0.0 Python

  Turn Pydantic defined Data Models into CLI Tools

Project mention: argparse_dataclass: declarative CLIs with argparse and dataclasses (e.g. similar to Rust's structopt) | /r/Python | 2023-06-01

• openapi-schema-validator

  2 88 8.1 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 84 8.1 Python

  Declarative-style object management tool for Snowflake.

• pydantic_schemaorg

  1 45 0.0 Python

  Schema.org classes in pydantic

  

• lupin is a Python JSON object mapper

  0 25 0.0 Python

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

• py2gpt

  1 24 7.4 Python

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

Project mention: Convert Python Functions into OpenAI Functions | news.ycombinator.com | 2023-07-12

• paradict

  2 22 5.9 Python

  Streamable multi-format serialization with schema

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

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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
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