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Pass the Microsoft Microsoft Certified: Fabric Data Engineer Associate DP-700 Questions and answers with CertsForce

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Questions # 1:

What should you do to optimize the query experience for the business users?

Options:

A.

Enable V-Order.


B.

Create and update statistics.


C.

Run the VACUUM command.


D.

Introduce primary keys.


Expert Solution
Questions # 2:

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.

Question # 2


Expert Solution
Questions # 3:

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.

Question # 3


Expert Solution
Questions # 4:

You need to resolve the sales data issue. The solution must minimize the amount of data transferred.

What should you do?

Options:

A.

Spilt the dataflow into two dataflows.


B.

Configure scheduled refresh for the dataflow.


C.

Configure incremental refresh for the dataflow. Set Store rows from the past to 1 Month.


D.

Configure incremental refresh for the dataflow. Set Refresh rows from the past to 1 Year.


E.

Configure incremental refresh for the dataflow. Set Refresh rows from the past to 1 Month.


Expert Solution
Questions # 5:

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.

Options:

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


Expert Solution
Questions # 6:

You have a Fabric workspace that contains a lakehouse named Lakehouse1.

In an external data source, you have data files that are 500 GB each. A new file is added every day.

You need to ingest the data into Lakehouse1 without applying any transformations. The solution must meet the following requirements

Trigger the process when a new file is added.

Provide the highest throughput.

Which type of item should you use to ingest the data?

Options:

A.

Data pipeline


B.

Environment


C.

KQL queryset


D.

Dataflow Gen2


Expert Solution
Questions # 7:

You have three users named User1, User2, and User3.

You have the Fabric workspaces shown in the following table.

Question # 7

You have a security group named Group1 that contains User1 and User3.

The Fabric admin creates the domains shown in the following table.

Question # 7

User1 creates a new workspace named Workspace3.

You add Group1 to the default domain of Domain1.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Question # 7


Expert Solution
Questions # 8:

You have a Fabric workspace named Workspace1 that contains the following items:

• A Microsoft Power Bl report named Report1

• A Power Bl dashboard named Dashboard1

• A semantic model named Modell

• A lakehouse name Lakehouse1

Your company requires that specific governance processes be implemented for the items. Which items can you endorse in Fabric?

Options:

A.

Lakehouse1, Modell, and Dashboard1 only


B.

Lakehouse1, Modell, Report1 and Dashboard1


C.

Report1 and Dashboard1 only


D.

Model1, Report1, and Dashboard1 only


E.

Lakehouse1, Model1, and Report1 only


Expert Solution
Questions # 9:

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

What should you do?

Options:

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.


Expert Solution
Questions # 10:

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

Options:

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.


Expert Solution
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