This DP-203 practice question tests your understanding of develop data processing. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
You are developing a data pipeline in Azure Data Factory that ingests data from multiple on-premises SQL Server databases to Azure Data Lake Storage Gen2. The data volume is about 1 TB per day. You need to ensure the pipeline can handle the volume and provide monitoring and alerting. Which THREE components should you include?
Azure Synapse Analytics pipeline
Why wrong: Not needed for this ingestion pipeline.
Self-hosted integration runtime
Required to connect to on-premises SQL Server.
Azure Monitor
Provides monitoring and alerting for the pipeline.
Power BI
Why wrong: Used for reporting, not data ingestion.
Data flow activity
Can perform transformations at scale.
Answer choices
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
Self-hosted integration runtime
Correct answers: A, C, and E. Self-hosted integration runtime is required for on-premises connectivity. Azure Monitor provides monitoring and alerting. Data flow can be used for data transformation at scale. Option B is wrong because Azure Synapse Analytics is not used in this pipeline. Option D is wrong because Power BI is for visualization, not data ingestion.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
For each option: why learners choose it and why it is or isn't the right answer here.
Azure Synapse Analytics pipeline
Why it's wrong here
Not needed for this ingestion pipeline.
Self-hosted integration runtime
Why this is correct
Required to connect to on-premises SQL Server.
Related concept
Read the scenario before looking for a memorised answer.
Azure Monitor
Why this is correct
Provides monitoring and alerting for the pipeline.
Related concept
Read the scenario before looking for a memorised answer.
Power BI
Why it's wrong here
Used for reporting, not data ingestion.
Data flow activity
Why this is correct
Can perform transformations at scale.
Related concept
Read the scenario before looking for a memorised answer.
Common exam traps
Many certification questions include familiar terms but test a specific constraint. Read the exact wording before choosing an answer that is generally true but wrong for this case.
Detailed technical explanation
This question should be treated as a scenario, not a definition check. Identify the problem, the constraint and the best action. Then compare each option against those facts.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
A media company stores terabytes of video archives that are accessed once a year for audit purposes. Moving these objects to a cold storage tier (Azure Archive, S3 Glacier, or Google Nearline) costs a fraction of hot storage. Questions like this test whether you understand storage tiers, access frequency tradeoffs, and retrieval latency requirements.
What to study next
Identify which DP-203 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
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FAQ
Develop data processing — This question tests Develop data processing — Read the scenario before looking for a memorised answer..
The correct answer is: Self-hosted integration runtime — Correct answers: A, C, and E. Self-hosted integration runtime is required for on-premises connectivity. Azure Monitor provides monitoring and alerting. Data flow can be used for data transformation at scale. Option B is wrong because Azure Synapse Analytics is not used in this pipeline. Option D is wrong because Power BI is for visualization, not data ingestion.
Identify which DP-203 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
Read the scenario before looking for a memorised answer.
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Last reviewed: Jun 21, 2026
This DP-203 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the DP-203 exam.
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