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 Contracts engine for the modern data stack. https://www.soda.io

Home of the Open Data Contract Standard (ODCS).

Code-Native Data Privacy

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

DCEE is a lightweight Python framework for validating data against contracts and enforcing SLA rules. Built on pandas and boto3, it provides simple, fast data validation without heavy dependencies.

The Data Store API Specification Repository

Business model representation automation

Example API implementation for Data Caterer

Kafka Schema Evolution & Contract Enforcement demo with Avro, Schema Registry and Spring Kafka.

Data quality that just works. 3 lines of code, any data source, 10x faster. Snowflake, Databricks, Fabric, BigQuery, S3, Parquet & 16+ connectors.

Amadeus Dataspace Connector built on top of the Eclipse EDC components to support distributed data exchange ecosystems

Let's be honest - most data pipeline frameworks treat types as suggestions. Config files are strings. Schemas are "validated" at runtime. Data quality is an afterthought. So, let's do differently

High-performance, API-compatible drop-in replacement for Confluent Schema Registry. Avro, Protobuf & JSON Schema with PostgreSQL, MySQL, Cassandra storage. Built-in RBAC, CSFLE encryption, data contracts, audit logging. No Kafka dependency. Apache 2.0.