Microsoft Fabric Updates Blog

Microsoft Fabric logo
Microsoft Fabric logo

ML Model Scoring in Fabric Eventhouse via Update Policy

In this blog post, we will describe how to train an ML model in Fabric Spark notebook, save it in Fabric’s models registry and use it for scoring new streaming data by Fabric Eventhouse via update policy in real time. We describe a typical workflow that can be implemented to monitor cloud resources or IoT …

New in OneLake: Access your Delta Lake tables as Iceberg automatically (Preview)

Effortlessly read Delta Lake tables using Apache Iceberg readers Microsoft Fabric is a unified, SaaS data and analytics platform designed for the era of AI. All workloads in Microsoft Fabric use Delta Lake as the standard, open-source table format. With Microsoft OneLake, Fabric’s unified SaaS data lake, customers can unify their data estate across multiple …

From Clicks to Code: SQL Operator under Fabric Eventstream (Preview)

A new feature has been added to Eventstream—the SQL Operator—which enables real-time data transformation within the platform. Whether you’re filtering, aggregating, or joining data streams, or handling complex data transformation needs like conditional logic, nested expression, string manipulation etc. SQL Operator gives you the flexibility and control to craft custom transformations using the language you …

Announcing Shortcut Transformations: from files to Delta tables. Always in sync, no pipelines required.

Shortcut transformations is a new capability in Microsoft Fabric that simplifies the process of converting raw files, starting with .CSV files, into Delta tables. This feature eliminates the need for traditional ETL pipelines, enabling users to transform data directly on top of files with minimal setup. Why use Shortcut transformations Shortcut transformations help users: What …

What’s new with SAP connectivity in Microsoft Fabric – July 2025

For enterprise customers, SAP represents one of the most valuable data sources. Integration of SAP data with other non-SAP data estates is a frequent requirement of Microsoft Fabric customers. Consequently, we are continually working to expand the options for SAP data integration to ensure that every customer has a viable solution tailored to their specific …