Passing exam with CCDAK latest training materials
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Last Updated: Oct 02, 2026
No. of Questions: 92 Questions & Answers with Testing Engine
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Confluent CCDAK Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Kafka Streams and Processing | - Event processing patterns
|
| Kafka Producers and Consumers | - Producer API
|
| Kafka Ecosystem and Confluent Platform | - ksqlDB and connectors
|
| Kafka Fundamentals | - Kafka architecture and core concepts
|
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:
(You started a new Kafka Connect worker.
Which configuration identifies the Kafka Connect cluster that your worker will join?)
- A. group.id
- B. connector.id
- C. worker.id
- D. cluster.id
Correct Answer: A 🗳️
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Kafka producers can batch messages going to the same partition.
Which statement is correct about producer batching?
- A. Producers can include multiple batches in a single request to a broker.
- B. Producers can only batch messages of the same size.
- C. Two or more broker failures will automatically disable batching on the producer.
- D. Producers have a separate background thread for each batch.
Correct Answer: A 🗳️
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You are composing a REST request to create a new connector in a running Connect cluster. You invoke POST /connectors with a configuration and receive a 409 (Conflict) response.
What are two reasons for this response? (Select two.)
- A. The Connect cluster is in process of rebalancing.
- B. The Connector already exists in the cluster.
- C. The connect cluster has reached capacity, and new connectors cannot be created without expanding the cluster.
- D. The connector configuration was invalid, and the response body will expand on the configuration error.
Correct Answer: A,B 🗳️
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(You are writing to a Kafka topic with producer configuration acks=all.
The producer receives acknowledgements from the broker but still creates duplicate messages due to network timeouts and retries.
You need to ensure that duplicate messages are not created.
Which producer configuration should you set?)
- A. retries=2147483647max.in.flight.requests.per.connection=5enable.idempotence=false
- B. retries=0max.in.flight.requests.per.connection=5enable.idempotence=true
- C. enable.auto.commit=true
- D. retries=2147483647max.in.flight.requests.per.connection=1enable.idempotence=true
Correct Answer: D 🗳️
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You create a topic named loT-Data with 10 partitions and replication factor of three.
A producer sends 1 MB messages compressed with Gzip.
Which two statements are true in this scenario?
(Select two.)
- A. Compression type will be stored in batch attributes.
- B. The message is already compressed so it will not be serialized.
- C. By default, compression is the producer's responsibility.
- D. All compressed messages will be stored in the same topic partition.
Correct Answer: A,C 🗳️
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