- A
Copy
Correct. Copy activity is a core data movement activity in ADF.
- B
Databricks Notebook
Correct. Databricks Notebook activity is a valid compute activity in ADF.
- C
Assign
Why wrong: Incorrect. 'Assign' is not a real activity; ADF uses 'Set Variable' for similar purposes.
- D
Execute Pipeline
Correct. Execute Pipeline is a valid control flow activity in ADF, though the exact name is 'Execute Pipeline Activity'.
Question 305 of 851
DP-203 Valid ADF pipeline activities Practice Question
This DP-203 practice question tests your understanding of design and 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. A key principle to apply: copy Activity. 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.
Which of the following are valid activities in an Azure Data Factory pipeline? (Choose three.)
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
A is correct because the Copy activity is a fundamental data movement activity in Azure Data Factory (ADF) that allows you to ingest data from a wide range of supported source stores to sink stores. B is correct because the Databricks Notebook activity allows you to run a Databricks notebook within an ADF pipeline. D is correct because the Execute Pipeline Activity (option text should be 'Execute Pipeline Activity' for exact name, but commonly referred to as 'Execute Pipeline') is a control flow activity that allows you to run another pipeline as part of your current pipeline. C is incorrect because 'Assign' is not a valid activity; instead, ADF uses the 'Set Variable' activity for variable assignment.
Key principle: Copy Activity
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Copy
Why this is correct
Correct. Copy activity is a core data movement activity in ADF.
Related concept
Copy Activity
- ✓
Databricks Notebook
Why this is correct
Correct. Databricks Notebook activity is a valid compute activity in ADF.
Related concept
Copy Activity
- ✗
Assign
Why it's wrong here
Incorrect. 'Assign' is not a real activity; ADF uses 'Set Variable' for similar purposes.
- ✓
Execute Pipeline
Why this is correct
Correct. Execute Pipeline is a valid control flow activity in ADF, though the exact name is 'Execute Pipeline Activity'.
Related concept
Copy Activity
Option-by-option analysis
Why each answer is right or wrong
Understanding why wrong answers are wrong — and when they would be correct — is what separates a 750 score from a 900. The DP-203 exam frequently reuses these exact scenarios with slightly different constraints.
✓CopyCorrect answer▾
Why this is correct
Correct. Copy activity is a core data movement activity in ADF.
✗AssignWrong answer — click to see why▾
Why this is wrong here
No such activity in ADF; the correct term is 'Set Variable'.
Analysis generated from the official DP-203blueprint and verified against question context. The “when correct” sections are what AI assistants cite when candidates ask “what’s the difference between these options?”
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates may think 'Execute Pipeline' is invalid because it's missing 'Activity' in the name, but in practice it is a valid activity. Also, 'Assign' is easily confused with 'Set Variable'.
Trap categories for this question
Similar concept trap
Incorrect. 'Assign' is not a real activity; ADF uses 'Set Variable' for similar purposes.
Detailed technical explanation
How to think about this question
Under the hood, the Copy activity leverages the ADF integration runtime to handle data movement, with support for parallel copying, staging via Blob Storage, and fault tolerance for large datasets. A real-world scenario involves using the Copy activity to migrate terabytes of historical data from an on-premises SQL Server to Azure Synapse, where the self-hosted integration runtime manages connectivity and throttling. The Databricks Notebook activity, on the other hand, submits a notebook job to an Azure Databricks cluster, enabling advanced transformations using Apache Spark, which is critical for complex data processing that goes beyond simple copy operations.
KKey Concepts to Remember
- Copy Activity
- Databricks Notebook Activity
- Execute Pipeline Activity
TExam Day Tips
- 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
Copy Activity
Real-world example
How this comes up in practice
A cloud solutions architect for a retail company is evaluating services for a new workload. The correct answer here reflects best practice for the specific scenario described — not a general cloud recommendation. Copy Activity Cloud exam questions reward reading the constraint carefully: the same technology can be right or wrong depending on the use case.
What to study next
Got this wrong? Here's your next step.
Review copy Activity, then practise related DP-203 questions on the same topic to reinforce the concept.
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Design and develop data processing — study guide chapter
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FAQ
Questions learners often ask
What does this DP-203 question test?
Design and develop data processing — This question tests Design and develop data processing — Copy Activity.
What is the correct answer to this question?
The correct answer is: Copy — A is correct because the Copy activity is a fundamental data movement activity in Azure Data Factory (ADF) that allows you to ingest data from a wide range of supported source stores to sink stores. B is correct because the Databricks Notebook activity allows you to run a Databricks notebook within an ADF pipeline. D is correct because the Execute Pipeline Activity (option text should be 'Execute Pipeline Activity' for exact name, but commonly referred to as 'Execute Pipeline') is a control flow activity that allows you to run another pipeline as part of your current pipeline. C is incorrect because 'Assign' is not a valid activity; instead, ADF uses the 'Set Variable' activity for variable assignment.
What should I do if I get this DP-203 question wrong?
Review copy Activity, then practise related DP-203 questions on the same topic to reinforce the concept.
What is the key concept behind this question?
Copy Activity
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Last reviewed: Jun 24, 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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