Microsoft Fabric Data Engineer Associate DP-700 Practice Question
You are preparing a Microsoft Fabric workspace that will be used by data engineers to run Apache Spark notebooks against a lakehouse. All engineers must automatically receive 15 minutes of session inactivity timeout and a maximum Spark driver memory of 8 GB without requiring them to configure these values in each notebook. Which action should you take in the workspace to meet both requirements?
Add a Spark-properties section with the required settings to every notebook's %%configure magic command.
In each lakehouse, set the default warehouse size to Small and configure the idle-timeout under properties.
Create or edit the workspace's Spark session template and set "spark.driver.memory" to 8g and "spark.fabric.session.timeout" to 900.
Enable workspace autoshutdown and specify a 15-minute delay, then assign an 8 GB capacity SKU to the workspace.
Spark session defaults such as driver memory size and idle time-out are centrally enforced by defining a Spark session template in the Advanced workspace settings under Spark configuration. The template's JSON lets you set properties like "spark.driver.memory" and "spark.fabric.session.timeout" that are automatically applied to every new notebook session created in that workspace, so individual users do not have to modify their own notebook settings. Other options either set limits per notebook only, require each user to edit code, or do not control Spark at all.
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Microsoft Fabric Data Engineer Associate DP-700
Implement and manage an analytics solution
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