- A
Execute Pipeline activity
Why wrong: This activity is used to run another pipeline. It does not load data or execute stored procedures. Therefore, it is not suitable for this requirement.
- B
Copy activity
Copy activity is used to copy data from sources.
- C
Azure Function activity
Why wrong: This activity runs custom code in an Azure Function. While it could potentially be used to call a stored procedure or load data, it is not the standard way and adds unnecessary complexity. The Copy activity is preferred for loading data, and Stored procedure activity is preferred for executing stored procedures.
- D
Stored procedure activity
Stored procedure activity is used to execute the aggregation procedure.
- E
Data Flow activity
Why wrong: This activity is used for data transformations in a visual designer. The requirement here is to load data and then run a stored procedure, not to transform data. Therefore, Data Flow is not needed.
DP-203 Develop data processing Practice Question
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 designing a batch processing solution in Azure Synapse Analytics using pipelines. The solution must load data from multiple sources (Azure Blob Storage, Azure SQL Database, and REST API) into a dedicated SQL pool. After loading, you need to run a stored procedure to aggregate the data. Which two activities should you include in the pipeline? (Choose two.)
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
Copy activity
Options B and D are correct. Copy Activity (B) is used to copy data from the various sources into the dedicated SQL pool. Stored Procedure Activity (D) is used to execute the aggregation stored procedure after data loading. Option A (Execute Pipeline Activity) is incorrect because it runs another pipeline, not relevant here. Option C (Azure Function Activity) is incorrect because it executes custom code, which is not needed. Option E (Data Flow Activity) is incorrect because while it can perform transformations, the requirement is to load and then run a stored procedure; Data Flow is not required for this simple load-and-aggregate scenario.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Execute Pipeline activity
Why it's wrong here
This activity is used to run another pipeline. It does not load data or execute stored procedures. Therefore, it is not suitable for this requirement.
- ✓
Copy activity
Why this is correct
Copy activity is used to copy data from sources.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
Azure Function activity
Why it's wrong here
This activity runs custom code in an Azure Function. While it could potentially be used to call a stored procedure or load data, it is not the standard way and adds unnecessary complexity. The Copy activity is preferred for loading data, and Stored procedure activity is preferred for executing stored procedures.
- ✓
Stored procedure activity
Why this is correct
Stored procedure activity is used to execute the aggregation procedure.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
Data Flow activity
Why it's wrong here
This activity is used for data transformations in a visual designer. The requirement here is to load data and then run a stored procedure, not to transform data. Therefore, Data Flow is not needed.
Common exam traps
Common exam trap: answer the scenario, not the keyword
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
How to think about this question
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.
KKey Concepts to Remember
- Read the scenario before looking for a memorised answer.
- Find the constraint that changes the correct option.
- Eliminate answers that are true in general but not in this case.
- Use explanations to understand the rule behind the answer.
TExam Day Tips
- Underline the problem statement mentally.
- Watch for words such as best, first, most likely and least administrative effort.
- Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
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.
Quick reference
Azure Blob Storage Tier Comparison
| Tier | Storage Cost | Retrieval Cost | Latency | Use Case |
|---|---|---|---|---|
| Hot | Highest | Lowest | Immediate | Active data, frequent reads |
| Cool | Lower | Higher | Immediate | Data accessed < once / month |
| Cold | Lower still | Higher | Immediate | Data accessed < once / quarter |
| Archive | Lowest | Highest + rehydration delay | Hours | Long-term compliance retention |
What to study next
Got this wrong? Here's your next step.
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.
- →
Develop data processing — study guide chapter
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Develop data processing practice questions
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FAQ
Questions learners often ask
What does this DP-203 question test?
Develop data processing — This question tests Develop data processing — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Copy activity — Options B and D are correct. Copy Activity (B) is used to copy data from the various sources into the dedicated SQL pool. Stored Procedure Activity (D) is used to execute the aggregation stored procedure after data loading. Option A (Execute Pipeline Activity) is incorrect because it runs another pipeline, not relevant here. Option C (Azure Function Activity) is incorrect because it executes custom code, which is not needed. Option E (Data Flow Activity) is incorrect because while it can perform transformations, the requirement is to load and then run a stored procedure; Data Flow is not required for this simple load-and-aggregate scenario.
What should I do if I get this DP-203 question wrong?
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.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
About these practice questions
Courseiva creates original exam-style practice questions with explanations and wrong-answer analysis. It does not publish real exam questions, exam dumps, or protected exam content. Learn why practice questions differ from exam dumps →
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Last reviewed: Jun 21, 2026
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