OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team collaboration.

⚡ Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io

Code-Native Data Privacy

Home of the Open Data Contract Standard (ODCS).

A curated list of awesome blogs, videos, tools and resources about Data Contracts

Easy and flexible data contracts

A simple and easy to use Data Validation library for Python.

Test data management tool for any data source, batch or real-time. Generate, validate and clean up data all in one tool.

The DBT of ML, as Aligned describes data dependencies in ML systems, and reduce technical data debt

Data policy IN, dynamic view OUT: PACE is the Policy As Code Engine. It helps you to programatically create and apply a data policy to a processing platform like Databricks, Snowflake or BigQuery (or plain 'ol Postgres, even!) with definitions imported from Collibra, Datahub, ODD and the like.

A kedro plugin to use pandera in your kedro projects

The Data Store API Specification Repository

Business model representation automation

Example API implementation for Data Caterer

This is a repo designed to show the workflow of a data contract, with pre-commit hooks and GitHub Actions on how to have the contract power a data platform

PoC for Soda Contracts against Vertica DB

Udacity Blockchain ND Section 6: Dapps, Smart Contracts and Oracles

Presentation for DBT Data Contracts for dbt MeetUp Oslo 2024-03-21

PyVeritas is the declarative data contract engine for Python, making Python data objects first-class citizens.

Data Contracts repository for DASH Evolution.