The Fabric Metadata-Driven Framework (FMD) is a cutting-edge accelerator designed to optimize data handling and utilization.
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Updated
Feb 3, 2026 - Jupyter Notebook
The Fabric Metadata-Driven Framework (FMD) is a cutting-edge accelerator designed to optimize data handling and utilization.
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.
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