Confluent Certified Developer for Apache Kafka Certification Examination : CCDAK

  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Oct 05, 2026
  • Q & A: 92 Questions and Answers

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Confluent CCDAK Exam Syllabus Topics:

SectionObjectives
Kafka Producers and Consumers- Producer API
  • 1. Reliability and acknowledgments
    • 2. Serialization and partitioning strategies
      - Consumer API
      • 1. Consumer groups
        • 2. Rebalancing and offset commits
          Kafka Fundamentals- Kafka architecture and core concepts
          • 1. Replication and fault tolerance
            • 2. Brokers, topics, partitions
              - Data flow in Kafka
              • 1. Offset management
                • 2. Producer and consumer model
                  Kafka Ecosystem and Confluent Platform- ksqlDB and connectors
                  • 1. Stream querying concepts
                    • 2. Kafka Connect basics
                      - Schema Registry
                      • 1. Avro, Protobuf, JSON Schema usage
                        Kafka Streams and Processing- Kafka Streams API
                        • 1. Stream processing fundamentals
                          • 2. Stateful vs stateless processing
                            - Event processing patterns
                            • 1. Windowing and aggregation
                              • 2. Exactly-once semantics

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

                                Question #1

                                You need to configure a sink connector to write records that fail into a dead letter queue topic. Requirements:
                                Topic name: DLQ-Topic
                                Headers containing error context must be added to the messagesWhich three configuration parameters are necessary?(Select three.)

                                • A. errors.log.include.messages=true
                                • B. errors.deadletterqueue.topic.name=DLQ-Topic
                                • C. errors.deadletterqueue.context.headers.enable=true
                                • D. errors.tolerance=none
                                • E. errors.log.enable=true
                                • F. errors.tolerance=all
                                Reveal Solution  Discussion  0

                                Correct Answer: B,C,F  🗳️

                                Explanation: Only visible for Free4Torrent members. You can sign-up / login (it's free).

                                Question #2

                                Clients that connect to a Kafka cluster are required to specify one or more brokers in the bootstrap.servers parameter.
                                What is the primary advantage of specifying more than one broker?

                                • A. It provides redundancy in making the initial connection to the Kafka cluster.
                                • B. It is the mechanism to distribute a topic's partitions across multiple brokers.
                                • C. It forces clients to enumerate every single broker in the cluster.
                                • D. It provides the ability to wake up dormant brokers.
                                Reveal Solution  Discussion  0

                                Correct Answer: A  🗳️

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                                Question #3

                                You have a topic t1 with six partitions. You use Kafka Connect to send data from topic t1 in your Kafka cluster to Amazon S3. Kafka Connect is configured for two tasks.
                                How many partitions will each task process?

                                • A. 2
                                • B. 3
                                • C. 6
                                • D. 12
                                Reveal Solution  Discussion  0

                                Correct Answer: B  🗳️

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                                Question #4

                                (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. Start a new consumer application with the same consumer group id.
                                • B. Update the consumer group's offset to the earliest position using the kafka-consumer-groups CLI tool.
                                • C. Temporarily configure the topic's retention.ms parameter to 0 to empty the topic.
                                • D. Update the consumer configuration by setting the auto.offset.reset property to earliest.
                                Reveal Solution  Discussion  0

                                Correct Answer: B  🗳️

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                                Question #5

                                Your application is consuming from a topic with one consumer group.
                                The number of running consumers is equal to the number of partitions.
                                Application logs show that some consumers are leaving the consumer group during peak time, triggering a rebalance. You also notice that your application is processing many duplicates.
                                You need to stop consumers from leaving the consumer group.
                                What should you do?

                                • A. Add more consumer instances.
                                • B. Increase session.timeout.ms property.
                                • C. Split consumers in different consumer groups.
                                • D. Reduce max.poll.records property.
                                Reveal Solution  Discussion  0

                                Correct Answer: B  🗳️

                                Explanation: Only visible for Free4Torrent members. You can sign-up / login (it's free).

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