Vendor: Microsoft
Exam Code: DP-203
Exam Name: Data Engineering on Microsoft Azure
Certification: Microsoft Certifications
Total Questions: 422 Q&A
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Updated on: Oct 02, 2025
Exam retired
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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 an Azure Synapse Analytics dedicated SQL pool that contains a table named Table1.
You have files that are ingested and loaded into an Azure Data Lake Storage Gen2 container named container1.
You plan to insert data from the files in container1 into Table1 and transform the data. Each row of data in the files will produce one row in the serving layer of Table1.
You need to ensure that when the source data files are loaded to container1, the DateTime is stored as an additional column in Table1.
Solution: In an Azure Synapse Analytics pipeline, you use a data flow that contains a Derived Column transformation.
Does this meet the goal?
A. Yes
B. No
You have an Azure Stream Analytics job.
You need to ensure that the job has enough streaming units provisioned
You configure monitoring of the SU % Utilization metric.
Which two additional metrics should you monitor? Each correct answer presents part of the solution.
NOTE Each correct selection is worth one point
A. Backlogged Input Events
B. Watermark Delay
C. Watermark Delay
D. Out of order Events
E. Late Input Events
You have a Microsoft Purview account. The Lineage view of a CSV file is shown in the following exhibit.

How is the data for the lineage populated?
A. manually
B. by scanning data stores
C. by executing a Data Factory pipeline
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