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DP-700 Practice Questions

Implementing Data Engineering Solutions Using Microsoft Fabric

Last Update 22 hours ago
Total Questions : 142

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Our free Microsoft Certified: Fabric Data Engineer Associate practice questions crafted to reflect the domains and difficulty of the actual exam. The detailed rationales explain the 'why' behind each answer, reinforcing key concepts about DP-700. Use this test to pinpoint which areas you need to focus your study on.

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Question # 11

You have a Fabric workspace that contains a lakehouse named Lakehouse1. a Dataflow Gen2 named Dataflow1, and a pipeline named Pipeline1. Dataflow1 loads data into Lakehouse1.

You need to ensure that Dataflow1always performs a full data load into Lakehouse1. The solution must minimize how long it takes to load the data.

What should you do?

Options:

A.  

Change the pipeline templates.

B.  

For Dataflow1.set Update method to Replace.

C.  

To Dataflow1, add a data preview.

D.  

To Pipeline1, add an activity to invoke a SQL script.

Discussion 0
Question # 12

You need to create the product dimension.

How should you complete the Apache Spark SQL code? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Question # 12

Options:

Discussion 0
Question # 13

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

Discussion 0
Question # 14

You have a KQL database that contains a table named Readings.

You need to build a KQL query to compare the Meter-Reading value of each row to the previous row base on the ilmestamp value

A sample of the expected output is shown in the following table.

Question # 14

Question # 14

Options:

Discussion 0
Question # 15

You have a Fabric workspace named Workspace1. Your company acquires GitHub licenses.

You need to configure source control for Workpace1 to use GitHub. The solution must follow the principle of least privilege. Which permissions do you require to ensure that you can commit code to GitHub?

Options:

A.  

Actions (Read and write) and Contents (Read and write)

B.  

Actions (Read and write) only

C.  

Contents (Read and write) only

D.  

Contents (Read) and Commit statuses (Read and write)

Discussion 0
Question # 16

You have a Fabric workspace named Workspace1 that contains a notebook named Notebook1.

In Workspace1, you create a new notebook named Notebook2.

You need to ensure that you can attach Notebook2 to the same Apache Spark session as Notebook1.

What should you do?

Options:

A.  

Enable high concurrency for notebooks.

B.  

Enable dynamic allocation for the Spark pool.

C.  

Change the runtime version.

D.  

Increase the number of executors.

Discussion 0
Question # 17

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

Options:

A.  

Modify the number of executors.

B.  

Disable high concurrency.

C.  

Create a custom pool.

D.  

Set the default environment.

Discussion 0
Question # 18

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.

Discussion 0
Question # 19

You have a Fabric workspace that contains a warehouse named Warehouse1.

You have an on-premises Microsoft SQL Server database named Database1 that is accessed by using an on-premises data gateway.

You need to copy data from Database1 to Warehouse1.

Which item should you use?

Options:

A.  

an Apache Spark job definition

B.  

a data pipeline

C.  

a Dataflow Gen1 dataflow

D.  

an eventstream

Discussion 0
Question # 20

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 # 20

Options:

Discussion 0
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