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Free Microsoft DP-203 Practice Exam with Questions & Answers | Set: 2

Questions 11

You have a SQL pool in Azure Synapse.

You discover that some queries fail or take a long time to complete.

You need to monitor for transactions that have rolled back.

Which dynamic management view should you query?

Options:
A.

sys.dm_pdw_request_steps

B.

sys.dm_pdw_nodes_tran_database_transactions

C.

sys.dm_pdw_waits

D.

sys.dm_pdw_exec_sessions

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Questions 12

You need to implement the surrogate key for the retail store table. The solution must meet the sales transaction

dataset requirements.

What should you create?

Options:
A.

a table that has an IDENTITY property

B.

a system-versioned temporal table

C.

a user-defined SEQUENCE object

D.

a table that has a FOREIGN KEY constraint

Questions 13

You need to design a data storage structure for the product sales transactions. The solution must meet the sales transaction dataset requirements.

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

NOTE: Each correct selection is worth one point.

DP-203 Question 13

Options:
Questions 14

You have an Azure Synapse Analytics pipeline named pipeline1 that has concurrency set to 1.

To run pipeline 1, you create a new trigger as shown in the following exhibit.

DP-203 Question 14

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the [graphic.

NOTE: Each correct selection is worth one point.

DP-203 Question 14

Options:
Questions 15

You plan to perform batch processing in Azure Databricks once daily.

Which type of Databricks cluster should you use?

Options:
A.

High Concurrency

B.

automated

C.

interactive

Questions 16

You have an Azure subscription that contains an Azure Synapse Analytics workspace named Workspaces a Log Analytics workspace named Workspace2, and an Azure Data Lake Storage Gen2 container named Container1.

Workspace1 contains an Apache Spark job named Job1 that writes data to Container1. Workspace1 sends diagnostics to Workspace2.

From Synapse Studio, you submit Job1.

What should you use to review the LogQuery output of the job?

Options:
A.

the files in the result subfolder of Container1

B.

the Spark monitoring URL returned after Job1 is submitted

C.

a table in Workspace2

D.

the Apache Spark applications option on the Monitor tab

Questions 17

You have an Azure Data Lake Storage account that contains CSV files. The CSV files contain sales order data and are partitioned by using the following format.

/data/salesorders/year=xxxx/month-y

You need to retrieve only the sales orders from January 2023 and February 2023.

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

NOTE: Each correct selection is worth one point.

DP-203 Question 17

Options:
Questions 18

You have a table named SalesFact in an enterprise data warehouse in Azure Synapse Analytics. SalesFact contains sales data from the past 36 months and has the following characteristics:

Is partitioned by month

Contains one billion rows

Has clustered columnstore indexes

At the beginning of each month, you need to remove data from SalesFact that is older than 36 months as quickly as possible.

Which three actions should you perform in sequence in a stored procedure? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

DP-203 Question 18

Options:
Questions 19

You are designing an Azure Synapse Analytics dedicated SQL pool.

Groups will have access to sensitive data in the pool as shown in the following table.

DP-203 Question 19

You have policies for the sensitive data. The policies vary be region as shown in the following table.

DP-203 Question 19

You have a table of patients for each region. The tables contain the following potentially sensitive columns.

DP-203 Question 19

You are designing dynamic data masking to maintain compliance.

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

NOTE: Each correct selection is worth one point.

DP-203 Question 19

Options:
Questions 20

You need to design an Azure Synapse Analytics dedicated SQL pool that meets the following requirements:

Can return an employee record from a given point in time.

Maintains the latest employee information.

Minimizes query complexity.

How should you model the employee data?

Options:
A.

as a temporal table

B.

as a SQL graph table

C.

as a degenerate dimension table

D.

as a Type 2 slowly changing dimension (SCD) table

Exam Code: DP-203
Certification Provider: Microsoft
Exam Name: Data Engineering on Microsoft Azure
Last Update: Jul 19, 2025
Questions: 361