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Microsoft Fabric Updates Blog

  1. 更新
  2. 8月 2025

Enhanced Monitoring for Spark High Concurrency Workloads in Microsoft Fabric

  • Headshot of article author 8月 26, 2025 作者： Jenny Jiang 25,276 點閱數

We’ve completed a set of improvements to the monitoring experience for Notebooks running in high concurrency mode, whether triggered manually or as part of a pipeline using the high concurrency execution model. These updates provide deeper visibility into Spark applications, improve observability across multiple Notebooks, and enable more efficient debugging and performance tuning. New Enhancements … Continue reading “Enhanced Monitoring for Spark High Concurrency Workloads in Microsoft Fabric”

Use Fabric User Data Functions with Pandas DataFrames and Series in Notebooks

  • Headshot of article author 8月 26, 2025 作者： Jenny Jiang 28,490 點閱數

We’ve made a major enhancement to the Notebook Integration with Fabric User Data Functions (UDFs)—you can now use Pandas DataFrames and Series as input and output types, powered by native integration with Apache Arrow! This enhancement brings higher performance, improved efficiency, and better scalability to your Fabric Notebooks—enabling seamless function reuse for large-scale data processing … Continue reading “Use Fabric User Data Functions with Pandas DataFrames and Series in Notebooks”

Copy job Activity in pipelines (Preview)

  • Headshot of article author 8月 25, 2025 作者： Connie Xu 30,532 點閱數

We’re thrilled to announce that the Copy job Activity is now in Preview!  This new orchestration activity brings the simplicity of the Copy job item directly into your Microsoft Fabric Data Factory pipelines, enabling you to manage data movement alongside transformations, notifications, and more; all in one place.  The Copy job activity includes a monitoring link that gives you … Continue reading “Copy job Activity in pipelines (Preview)”

Introducing the Item History Page in Microsoft Fabric Capacity Metrics App (Preview)

Introducing the Item History Page in Microsoft Fabric Capacity Metrics App (Preview) We’re thrilled to announce the Preview of the Item History page in the latest version of the Microsoft Fabric Capacity Metrics App. The Item History page provides a 30-day compute usage analysis through dynamic visuals and slicers, enabling users to explore both high-level … Continue reading “Introducing the Item History Page in Microsoft Fabric Capacity Metrics App (Preview)”