- A
Use EventProcessorHost with checkpointing and blob leases to track processed events
Checkpointing with sequence numbers and lease-based partition ownership ensures each event is processed exactly once.
- B
Use Azure Functions with Event Hubs trigger and store events in batches
Why wrong: Batching does not guarantee exactly-once; retries can cause duplicates.
- C
Use a simple consumer group and delete events after reading from Event Hubs
Why wrong: Deleting events is not supported; Event Hubs retains events for a configurable retention period.
- D
Implement a transactional outbox pattern with Azure SQL Database
Why wrong: This pattern is not directly applicable to Event Hubs and Blob Storage.
AZ-204 Practice Question: Connect to and consume Azure services and third-party services
This AZ-204 practice question tests your understanding of connect to and consume azure services and third-party services. 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 solution that processes events from Azure Event Hubs and stores them in Azure Blob Storage. The processing must be idempotent and exactly-once. Which approach should you use?
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
Use EventProcessorHost with checkpointing and blob leases to track processed events
Option A is correct because checkpoints with sequence numbers allow tracking processed events, and using blob leasing ensures exactly-once. Option B is wrong because idempotency is not guaranteed. Option C is wrong because Event Hubs does not support transactional outbox natively. Option D is wrong because batch processing does not provide exactly-once.
Key principle: NAT direction and interface roles matter as much as the IP address mapping. Inside/outside designation controls which traffic is translated.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Use EventProcessorHost with checkpointing and blob leases to track processed events
Why this is correct
Checkpointing with sequence numbers and lease-based partition ownership ensures each event is processed exactly once.
Related concept
Static NAT maps one inside address to one outside address.
- ✗
Use Azure Functions with Event Hubs trigger and store events in batches
Why it's wrong here
Batching does not guarantee exactly-once; retries can cause duplicates.
- ✗
Use a simple consumer group and delete events after reading from Event Hubs
Why it's wrong here
Deleting events is not supported; Event Hubs retains events for a configurable retention period.
- ✗
Implement a transactional outbox pattern with Azure SQL Database
Why it's wrong here
This pattern is not directly applicable to Event Hubs and Blob Storage.
Common exam traps
Common exam trap: NAT rules depend on direction and matching traffic
NAT is not only about the public address. The inside/outside interface roles and the ACL or rule that matches traffic are just as important.
Detailed technical explanation
How to think about this question
NAT questions usually test address translation, overload/PAT behaviour, static mappings and whether the right traffic is being translated. Read the interface direction and address terms carefully.
KKey Concepts to Remember
- Static NAT maps one inside address to one outside address.
- PAT allows many inside hosts to share one public address using ports.
- Inside local and inside global describe the private and translated addresses.
- NAT ACLs identify traffic for translation, not always security filtering.
TExam Day Tips
- Identify inside and outside interfaces first.
- Check whether the scenario needs static NAT, dynamic NAT or PAT.
- Do not confuse NAT matching ACLs with normal packet-filtering intent.
Key takeaway
NAT direction and interface roles matter as much as the IP address mapping. Inside/outside designation controls which traffic is translated.
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.
What to study next
Got this wrong? Here's your next step.
Review the four NAT address types (inside local, inside global, outside local, outside global), PAT port overload, and static vs dynamic NAT use cases. Then practise related AZ-204 NAT questions on configuration and troubleshooting.
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Connect to and consume Azure services and third-party services — study guide chapter
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Connect to and consume Azure services and third-party services practice questions
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FAQ
Questions learners often ask
What does this AZ-204 question test?
Connect to and consume Azure services and third-party services — This question tests Connect to and consume Azure services and third-party services — Static NAT maps one inside address to one outside address..
What is the correct answer to this question?
The correct answer is: Use EventProcessorHost with checkpointing and blob leases to track processed events — Option A is correct because checkpoints with sequence numbers allow tracking processed events, and using blob leasing ensures exactly-once. Option B is wrong because idempotency is not guaranteed. Option C is wrong because Event Hubs does not support transactional outbox natively. Option D is wrong because batch processing does not provide exactly-once.
What should I do if I get this AZ-204 question wrong?
Review the four NAT address types (inside local, inside global, outside local, outside global), PAT port overload, and static vs dynamic NAT use cases. Then practise related AZ-204 NAT questions on configuration and troubleshooting.
What is the key concept behind this question?
Static NAT maps one inside address to one outside address.
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Last reviewed: Jun 20, 2026
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