You're reading from Learn Microsoft Fabric

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Published inFeb 2024

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PublisherPackt

ISBN-139781835082287

Edition1st Edition

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Azure Data Factory Power BI

Concepts

Data Analysis

Authors (2):

Arshad Ali

Bradley Schacht

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Monitoring Spark jobs (data engineering and data science)

Data engineering and data science workloads are powered by Fabric Spark Runtime (based on Apache Spark). With the flexibility Fabric provides, you can either choose Notebook for interactive development, use a Spark job definition for batch execution, or use REST APIs for programmatically submitting and executing these jobs. In all these cases, these jobs will be executed by Fabric Spark Runtime and telemetry will be captured for you to look into.

You can monitor these jobs while they’re still executing or when they have completed their execution in Monitoring hub. You can scroll through the list of tracked activity or you can use a filter at the top to search logged information of a specific type. Figure 7.7 shows an example where it uses text-based search to search for all the logs for notebook execution. You can hover over each row to get its details or you can click on it to get more granular details for the Spark...

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Learn Microsoft Fabric

Published in: Feb 2024Publisher: PacktISBN-13: 9781835082287

Authors (2)

Arshad Ali

Arshad Ali is a principal product manager at Microsoft, working on the Microsoft Fabric product team in Redmond, WA. He focuses on Spark Runtime, which empowers both data engineering and data science experiences. In his previous role, he helped strategic customers and partners adopt Azure Synapse and Microsoft Fabric. Arshad has more than 20 years of industry experience and has been with Microsoft for over 16 years. He is the co-author of the book Big Data Analytics with Azure HDInsight and the author of over 200 technical articles and blogs on data and analytics. Arshad holds an MBA from the Foster School of Business at the University of Washington and an MCA from India.
Read more about Arshad Ali

Bradley Schacht

Bradley Schacht is a principal program manager on the Microsoft Fabric product team based in Saint Augustine, Florida. Bradley is a former consultant and trainer and has co-authored five books on SQL Server and Power BI. As a member of the Microsoft Fabric product team, Bradley works directly with customers to solve some of their most complex data problems and helps shape the future of Microsoft Fabric. Bradley gives back to the community by speaking at events, such as the PASS Summit, SQL Saturday, Code Camp, and user groups across the country, including locally at the Jacksonville SQL Server User Group (JSSUG). He is a contributor on SQLServerCentral and blogs on his personal site, BradleySchacht.
Read more about Bradley Schacht

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