NandanHegde's avatar
NandanHegde
Super User
3 months ago

Semantic Link – MetaData Extractor

πŸ“˜ Notebook Description

The notebook is designed to extract, enrich, and visualize semantic model metadata and measure-level dependencies within Microsoft Fabric. It connects to a specified semantic model, retrieves tables, columns, measures, and relationships, and enhances measures with AI-generated business descriptions. The notebook then derives measure-to-measure dependencies from DAX expressions, builds a Directed Acyclic Graph (DAG), and presents both tabular lineage outputs and graph-based visualizations. This enables a deep understanding of how calculations are structured and interrelated within the semantic model.

🌟 Benefits

Measure Lineage Transparency: Provides clear visibility into how measures are built on top of one another, improving model understanding and governance.

AI-Powered Documentation: Automatically generates business-friendly descriptions for DAX measures, reducing manual documentation effort.

Impact Analysis: Identifies upstream and downstream dependencies between measures, helping assess the impact of logic changes

 

 

GitHub URL : https://github.com/NandanHegde15/MSFTFabric-Notebook/blob/main/SemanticModel/Metadata%20Extraction/2026_SemanticLink_NandanHegde_MetadataExtractor.ipynb

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