metadata-framework

The Fabric Metadata-Driven (FMD) Framework is a community-driven accelerator for Microsoft Fabric that provides the foundation for automated, scalable, and enterprise-grade data platforms. By treating metadata as the control plane, FMD enables organizations to build faster, govern better, and innovate with confidence.

Watcher is an open-source ETL metadata framework built with FastAPI. It provides a structured way to track pipeline executions, manage lineage, measure data freshness and timeliness, and log anomalies — giving data teams a reliable foundation for monitoring and debugging workflows.

DAIS‑10‑Continuum — Repository Description DAIS‑10‑Continuum is the official home of the Data Attribute Importance Standard (DAIS‑10) and its underlying semantic engine, the Data Importance Fading System (DIFS‑10).

SDK for Watcher - Watcher is an open-source ETL metadata framework built with FastAPI. It provides a structured way to track pipeline executions, manage lineage, measure data freshness and timeliness, and log anomalies — giving data teams a reliable foundation for monitoring and debugging workflows.