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Confluent CCDAK Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Kafka Producers and Consumers | - Producer API
|
| Topic 2: Kafka Fundamentals | - Kafka architecture and core concepts
|
| Topic 3: Kafka Streams and Processing | - Event processing patterns
|
| Topic 4: Kafka Ecosystem and Confluent Platform | - ksqlDB and connectors
|
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:
You are sending messages to a Kafka cluster in JSON format and want to add more information related to each message:
Format of the message payload
Message creation time
A globally unique identifier that allows the message to be traced through the systemWhere should this additional information be set?
- A. Value
- B. Broker
- C. Header
- D. Key
Correct Answer: C 🗳️
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(You have a Kafka consumer in production actively reading from a critical topic from which multiple other applications are consuming.
You have a new requirement to update the offset of your consumer to start reading from the beginning of the topic.
Which action would you take?)
- A. Update the consumer group's offset to the earliest position using the kafka-consumer-groups CLI tool.
- B. Update the consumer configuration by setting the auto.offset.reset property to earliest.
- C. Start a new consumer application with the same consumer group id.
- D. Temporarily configure the topic's retention.ms parameter to 0 to empty the topic.
Correct Answer: A 🗳️
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(You are experiencing low throughput from a Java producer.
Kafka producer metrics show a low I/O thread ratio and low I/O thread wait ratio.
What is the most likely cause of the slow producer performance?)
- A. There is a bad data link layer (Layer 2) connection from the producer to the cluster.
- B. The producer code has an expensive callback function.
- C. Compression is enabled.
- D. The producer is sending large batches of messages.
Correct Answer: B 🗳️
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You are developing a Java application using a Kafka consumer.
You need to integrate Kafka's client logs with your own application's logs using log4j2.
Which Java library dependency must you include in your project?
- A. SLF4J implementation for Log4j 1.2 (org.slf4j:slf4j-log4j12)
- B. SLF4J implementation for Log4j2 (org.apache.logging.log4j:log4j-slf4j-impl)
- C. Just the log4j2 dependency of the application
- D. None, the right dependency will be added by the Kafka client dependency by transitivity.
Correct Answer: B 🗳️
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(You create a topic with five partitions.
What can you assume about messages read from that topic by a single consumer group?)
- A. All messages will be read from exactly one broker by the consumer group.
- B. Messages can be consumed by a maximum of five consumers in the same consumer group.
- C. The consumer group can only read the same number of messages from all the partitions.
- D. Messages from one partition can be consumed by any of the consumers in a group for faster processing.
Correct Answer: B 🗳️
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