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Free Microsoft DP-700 Practice Exam with Questions & Answers | Set: 2

Questions 11

You have a Fabric workspace named Workspace1.

You enable workspace monitoring for Workspace1.

You need to return records ingested during the last 540 seconds.

Which KQL filter should you use?

Options:
A.

| where SecondsAgo = datetime_diff( ' second ' , now(), JobStartTime) < = 540

B.

| where SecondsAgo = datetime_diff( ' second ' , JobEndTime, JobStartTime) < = 540

C.

| where SecondsAgo = datetime_diff( ' second ' , now(), ingestion_time()) < = 540

D.

| where SecondsAgo = datetime_diff( ' second ' , ingestion_time(), now()) < = 540

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Questions 12

You have a Fabric workspace named Workspace1 that contains an Apache Spark job definition named Job1.

You have an Azure SQL database named Source1 that has public internet access disabled.

You need to ensure that Job1 can access the data in Source1.

What should you create?

Options:
A.

an on-premises data gateway

B.

a managed private endpoint

C.

an integration runtime

D.

a data management gateway

Questions 13

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.

After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.

You have a KQL database that contains two tables named Stream and Reference. Stream contains streaming data in the following format.

DP-700 Question 13

Reference contains reference data in the following format.

DP-700 Question 13

Both tables contain millions of rows.

You have the following KQL queryset.

DP-700 Question 13

You need to reduce how long it takes to run the KQL queryset.

Solution: You change project to extend.

Does this meet the goal?

Options:
A.

Yes

B.

No

Questions 14

You have an Azure SQL database named DB1. The data in DB1 is appended daily.

You have a Fabric workspace named Workspace1 that contains a semanlk model named Model!. Modell is sourced from DB1. You need to configure Model1 to refresh only new and changed data during scheduled refreshes What should you do?

Options:
A.

In Model1, manually partition large tables by using monthly partitions.

B.

For Model1, change storage mode to Import

C.

From Power Query, define the RangeStart and RangeEnd parameters and filter table rows by using the parameters.

D.

For Workspace1, select Large semantic model storage format

Questions 15

You have a Fabric workspace that contains a warehouse named Warehouse1. Warehouse! contains a table named Customer. Customer contains the following data.

DP-700 Question 15

You have an internal Microsoft Entra user named User1 that has an email address of user1@contoso.com.

You need to provide User1 with access to the Customer table. The solution must prevent User1 from accessing the CreditCard column.

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

NOTE: Each correct selection is worth one point.

DP-700 Question 15

Options:
Questions 16

You have an Azure key vault named KeyVaultl that contains secrets.

You have a Fabric workspace named Workspace!. Workspace! contains a notebook named Notebookl that performs the following tasks:

• Loads stage data to the target tables in a lakehouse

• Triggers the refresh of a semantic model

You plan to add functionality to Notebookl that will use the Fabric API to monitor the semantic model refreshes. You need to retrieve the registered application ID and secret from KeyVaultl to generate the authentication token. Solution: You use the following code segment:

Use notebookutils. credentials.getSecret and specify key vault URL and the name of a linked service.

Does this meet the goal?

Options:
A.

Yes

B.

No

Questions 17

You have a Fabric workspace named Workspace1.

You plan to configure Git integration for Workspace1 by using an Azure DevOps Git repository. An Azure DevOps admin creates the required artifacts to support the integration of Workspace1 Which details do you require to perform the integration?

Options:
A.

the project, Git repository, branch, and Git folder

B.

the organization, project. Git repository, and branch

C.

the Git repository URL and the Git folder

D.

the personal access token (PAT) for Git authentication and the Git repository URL

Questions 18

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.

DP-700 Question 18

Options:
Questions 19

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.

Questions 20

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.

Exam Code: DP-700
Certification Provider: Microsoft
Exam Name: Implementing Data Engineering Solutions Using Microsoft Fabric
Last Update: Sep 14, 2026
Questions: 142
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