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You need to ensure that processes for the bronze and silver layers run in isolation How should you configure the Apache Spark settings?

A.

Modify the number of executors.

B.

Disable high concurrency.

C.

Create a custom pool.

D.

Set the default environment.

You need to ensure that the authors can see only their respective sales data.

How should you complete the statement? To answer, drag the appropriate values the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content

NOTE: Each correct selection is worth one point.

HOTSPOT

You need to troubleshoot the ad-hoc query issue.

How should you complete the statement? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

You need to ensure that WorkspaceA can be configured for source control. Which two actions should you perform?

Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

A.

Assign WorkspaceA to Capl.

B.

From Tenant setting, set Users can synchronize workspace items with their Git repositories to Enabled

C.

Configure WorkspaceA to use a Premium Per User (PPU) license

D.

From Tenant setting, set Users can sync workspace items with GitHub repositories to Enabled

You need to recommend a solution to resolve the MAR1 connectivity issues. The solution must minimize development effort. What should you recommend?

A.

Add a ForEach activity to the data pipeline.

B.

Configure retries for the Copy data activity.

C.

Configure Fault tolerance for the Copy data activity.

D.

Call a notebook from the data pipeline.

You need to ensure that usage of the data in the Amazon S3 bucket meets the technical requirements.

What should you do?

A.

Create a workspace identity and enable high concurrency for the notebooks.

B.

Create a shortcut and ensure that caching is disabled for the workspace.

C.

Create a workspace identity and use the identity in a data pipeline.

D.

Create a shortcut and ensure that caching is enabled for the workspace.

You need to create a workflow for the new book cover images.

Which two components should you include in the workflow? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

A.

a notebook that uses Apache Spark Structured Streaming

B.

a time-based schedule

C.

an activator item

D.

a data pipeline

E.

a streaming dataflow

F.

a blob storage action

You need to recommend a solution for handling old files. The solution must meet the technical requirements. What should you include in the recommendation?

A.

a data pipeline that includes a Copy data activity

B.

a notebook that runs the VACUUM command

C.

a notebook that runs the OPTIMIZE command

D.

a data pipeline that includes a Delete data activity

You need to ensure that the data analysts can access the gold layer lakehouse.

What should you do?

A.

Add the DataAnalyst group to the Viewer role for WorkspaceA.

B.

Share the lakehouse with the DataAnalysts group and grant the Build reports on the default semantic model permission.

C.

Share the lakehouse with the DataAnalysts group and grant the Read all SQL Endpoint data permission.

D.

Share the lakehouse with the DataAnalysts group and grant the Read all Apache Spark permission.

You need to ensure that the data engineer s are notified if any step in populating the lakehouses fails. The solution must meet the technical requirements and minimize development effort.

What should you use? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.