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New Microsoft Azure Data Engineer Associate DP-203 Exam Practice Questions

Total 355 Questions

Last Updated On: 15-Apr-2025

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Question # 1

You have an Azure subscription that contains the following resources:
An Azure Active Directory (Azure AD) tenant that contains a security group named
Group1 An Azure Synapse Analytics SQL pool named Pool1
You need to control the access of Group1 to specific columns and rows in a table in Pool1. Which Transact-SQL commands should you use? To answer, select the appropriate options in the answer area.

Question # 2

You have a self-hosted integration runtime in Azure Data Factory.
The current status of the integration runtime has the following configurations:
Status: Running
Type: Self-Hosted
Version: 4.4.7292.1
Running / Registered Node(s): 1/1
High Availability Enabled: False
Linked Count: 0
Queue Length: 0
Average Queue Duration. 0.00s
The integration runtime has the following node details:
Name: X-M
Status: Running
Version: 4.4.7292.1
Available Memory: 7697MB
CPU Utilization: 6%
Network (In/Out): 1.21KBps/0.83KBps
Concurrent Jobs (Running/Limit): 2/14
Role: Dispatcher/Worker
Credential Status: In Sync
Use the drop-down menus to select the answer choice that completes each statement
based on the information presented.
NOTE: Each correct selection is worth one point

Question # 3

You plan to implement an Azure Data Lake Gen2 storage account. You need to ensure that the data lake will remain available if a data center fails in the primary Azure region. The solution must minimize costs. Which type of replication should you use for the storage account?
A. geo-redundant storage (GRS)
B. zone-redundant storage (ZRS)
C. locally-redundant storage (LRS)
D. geo-zone-redundant storage (GZRS)

geo-redundant storage (GRS)

Explanation:
Geo-redundant storage (GRS) copies your data synchronously three times within a single
physical location in the primary region using LRS. It then copies your data asynchronously
to a single physical location in the secondary region.
Reference:
https://docs.microsoft.com/en-us/azure/storage/common/storage-redundancy

Question # 4

You have an Azure Storage account that generates 200.000 new files daily. The file names have a format of (YYY)/(MM)/(DD)/|HH])/(CustornerID).csv.
You need to design an Azure Data Factory solution that will toad new data from the storage account to an Azure Data lake once hourly. The solution must minimize load times and
costs.How should you configure the solution? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point

Answer: See the answer below in explanation.
Explanation:

Question # 5

The storage account container view is shown in the Refdata exhibit. (Click the Refdata tab.)
You need to configure the Stream Analytics job to pick up the new reference data. What
should you configure? To answer, select the appropriate options in the answer area NOTE:
Each correct selection is worth one point.

Answer: See the answer below in explanation.
Explanation:
Answer as below

Question # 6

You are building an Azure Stream Analytics job to identify how much time a user spends
interacting with a feature on a webpage.
The job receives events based on user actions on the webpage. Each row of data
represents an event. Each event has a type of either 'start' or 'end'.
You need to calculate the duration between start and end events.
How should you complete the query? To answer, select the appropriate options in the
answer area.
NOTE: Each correct selection is worth one point.

Question # 7

You have an Azure Storage account that generates 200,000 new files daily. The file names
have a format of {YYYY}/{MM}/{DD}/{HH}/{CustomerID}.csv.
You need to design an Azure Data Factory solution that will load new data from the storage
account to an Azure Data Lake once hourly. The solution must minimize load times and
costs.
How should you configure the solution? To answer, select the appropriate options in the
answer area.
NOTE: Each correct selection is worth one point.

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