Microsoft Fabric Data Engineer Associate DP-700 Practice Question
You are onboarding several data scientists to a Microsoft Fabric workspace that is configured for a capacity in the F64 SKU. During test runs, they notice that each new notebook session starts a Spark cluster that uses a driver size of Small (4 v-cores, 32 GB) and a maximum of two executor nodes, which is insufficient for the planned machine-learning workloads. You need to change the default Spark resource allocation so that every new interactive notebook session in the workspace starts with a Medium driver (8 v-cores, 64 GB) and allows up to eight executor nodes. The change must not require users to modify the session settings manually each time they create a notebook.
In the Fabric Admin portal, which blade should you use, and what two parameters must you modify?
Capacity settings > Scale - increase the capacity size and enable autoscale
Security center > Access control - grant data scientists the Fabric Data Engineering workload role
Workspace settings > General - raise the workspace size and enable Enhanced compute
Workspace settings > Data engineering (Spark) - set Driver size to Medium and Maximum executor nodes to 8
Workspace-wide defaults for interactive Spark sessions are controlled from the Workspace settings blade in the Fabric Admin portal. Inside this blade, expand Data engineering \ Spark (sometimes shown as Spark settings) to find the default cluster configuration. There you can raise the Driver size from Small to Medium and change Maximum executor count (sometimes called Max nodes) to eight. Updating only notebook-level settings (for example, in the notebook run settings) or changing capacity-level settings would not alter the automatic defaults for every new session that starts in the workspace.
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Microsoft Fabric Data Engineer Associate DP-700
Implement and manage an analytics solution
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