Python Schema

Open-source Python projects categorized as Schema

Top 23 Python Schema Projects

  • marshmallow

    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

    An implementation of the JSON Schema specification for Python

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • Mimesis

    Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.

    Project mention: Mimesis allows you toeasily generate detailed dummy datasets. | /r/datascience | 2023-04-12

    Mimesis has well-structured and comprehensive documentation: https://mimesis.name

  • pandera

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

  • Schematics

    Python Data Structures for Humans™.

  • msgspec

    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

    Type-safe YAML parser and validator.

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

    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

    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

    Entity Relation Diagrams generation tool

  • Yamale

    A schema and validator for YAML.

  • pygraft

    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
  • pysonDB

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

    Project mention: LiliDB (JSON-based database) | /r/Python | 2023-04-15

    Have a tl:dr how it differs / improves on pysonDB?

  • linkml

    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

    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.

  • typedload

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

  • ProfileManifestsMirror

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

    Project mention: Firefox Using Only Approved Exts/Add Ons | /r/macsysadmin | 2023-03-31

    You can make custom profiles in Jamf using the same json imazing uses/same repo. This will give you access to all of the keys available in the software. I think the reason they say it’s not enterprise software is there is no central control like chrome or edge. https://github.com/Jamf-Custom-Profile-Schemas/ProfileManifestsMirror

  • pydantic-cli

    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

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

  • SnowDDL

    Declarative-style object management tool for Snowflake.

  • pydantic_schemaorg

    Schema.org classes in pydantic

  • lupin is a Python JSON object mapper

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

  • py2gpt

    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

    Streamable multi-format serialization with schema

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

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-12-26.

Python Schema related posts

Index

What are some of the best open-source Schema projects in Python? This list will help you:

Project Stars
1 marshmallow 6,865
2 jsonschema 4,411
3 Mimesis 4,278
4 pandera 2,919
5 Schematics 2,569
6 msgspec 1,804
7 strictyaml 1,402
8 pydantic-core 1,255
9 eralchemy 1,071
10 Yamale 631
11 pygraft 631
12 pysonDB 359
13 linkml 265
14 flama 254
15 typedload 252
16 ProfileManifestsMirror 147
17 pydantic-cli 125
18 openapi-schema-validator 84
19 SnowDDL 81
20 pydantic_schemaorg 45
21 lupin is a Python JSON object mapper 25
22 py2gpt 23
23 paradict 21
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SaaSHub helps you find the best software and product alternatives
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