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Microsoft Fabric Updates Blog

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Manage environment configuration in Fabric User data functions with variable libraries 

Data Engineers working with Microsoft Fabric often need to manage environment-specific configurations, including the modification of Lakehouse names, file paths, or schema names for development, testing, and production environments. In this scenario, you would want to avoid hard coding this information. This is where variable libraries in Fabric can help data engineers manage their environment configuration when working with Fabric User data … Continue reading “Manage environment configuration in Fabric User data functions with variable libraries “

OPENROWSET and External Tables for Fabric SQL Databases (Preview)

Data Virtualization (Preview) for Fabric SQL Databases, enable you to query, analyze, and ingest OneLake data (CSV, Parquet, JSON) without moving or duplicating it. Data Virtualization brings to Fabric SQL Database the same set of capabilities already available on Azure SQL Database, Azure SQL Managed Instance and SQL Server, customers can now use OPENROWSET and … Continue reading “OPENROWSET and External Tables for Fabric SQL Databases (Preview)”

Mirroring: Uploading your CSVs is now simpler than ever before!

Open Mirroring in Microsoft Fabric continues to evolve, and the latest updates make working with files simpler and more powerful than ever. Previously, you were required to provide a primary key for mirrored parquet and delimited text files including CSV —now, that’s no longer necessary. Mirroring in Fabric no longer requires primary keys and automatically … Continue reading “Mirroring: Uploading your CSVs is now simpler than ever before!”

AI-powered troubleshooting for Fabric pipeline error messages

  • Headshot of article author november 21, 2025 door Penny Zhou 48.583 Weergaven

Troubleshooting pipeline failures can be overwhelming, especially when a single run throws dozens or even hundreds of errors. The new Error Insights Copilot in Fabric makes this process faster, smarter, and easier. Powered by AI, Copilot provides clear explanations, root cause analysis, and actionable recommendations, so you can resolve issues without getting lost in technical … Continue reading “AI-powered troubleshooting for Fabric pipeline error messages”

Auditing for Fabric SQL database (Preview)

Auditing for Fabric SQL database, is a powerful feature designed to help organizations strengthen security, ensure compliance, and gain deep operational insights into their data environments. Why Auditing Matters Auditing is a cornerstone of data governance. With Fabric SQL Database auditing, you can now easily track and log database activities—answering critical questions like who accessed … Continue reading “Auditing for Fabric SQL database (Preview)”