Confluent Certified Developer for Apache Kafka Certification Examination : CCDAK

  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Oct 02, 2026
  • Q & A: 92 Questions and Answers

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

                                Your application is consuming from a topic configured with a deserializer.
                                It needs to be resilient to badly formatted records ("poison pills"). You surround the poll() call with a try/catch for RecordDeserializationException.
                                You need to log the bad record, skip it, and continue processing.
                                Which action should you take in the catch block?

                                • A. Log the bad record and call the consumer.skip() method.
                                • B. Log the bad record and seek the consumer to the offset of the next record.
                                • C. Throw a runtime exception to trigger a restart of the application.
                                • D. Log the bad record, no other action needed.
                                Reveal Solution  Discussion  0

                                Correct Answer: B  🗳️

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                                Question #2

                                A producer is configured with the default partitioner. It is sending records to a topic that is configured with five partitions. The record does not contain any key.
                                What is the result of this?

                                • A. An error will be raised and no record will be sent.
                                • B. Records will be sent to partition 0.
                                • C. Records will be dispatched among the available partitions.
                                • D. Records will be sent to the least used partition.
                                Reveal Solution  Discussion  0

                                Correct Answer: C  🗳️

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                                Question #3

                                (You are building real-time streaming applications using Kafka Streams.
                                Your application has a custom transformation.
                                You need to define custom processors in Kafka Streams.
                                Which tool should you use?)

                                • A. TopologyTestDriver
                                • B. Processor API
                                • C. Kafka Streams Custom Transformation Language
                                • D. Kafka Streams Domain Specific Language (DSL)
                                Reveal Solution  Discussion  0

                                Correct Answer: B  🗳️

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                                Question #4

                                You create a topic named stream-logs with:
                                A replication factor of 3
                                Four partitions
                                Messages that are plain logs without a keyHow will messages be distributed across partitions?

                                • A. All messages will be written to the same log segment.
                                • B. The first message will always be written to partition 0.
                                • C. Messages will be distributed among all the topic partitions with strict ordering.
                                • D. Messages will be distributed round-robin among all the topic partitions.
                                Reveal Solution  Discussion  0

                                Correct Answer: D  🗳️

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                                Question #5

                                You need to correctly join data from two Kafka topics.
                                Which two scenarios will allow for co-partitioning?
                                (Select two.)

                                • A. Both topics have the same key and partitioning strategy.
                                • B. Both topics have the same number of partitions.
                                • C. Both topics have the same retention time.
                                • D. Both topics have the same value schema.
                                Reveal Solution  Discussion  0

                                Correct Answer: A,B  🗳️

                                Explanation: Only visible for Test4Cram members. You can sign-up / login (it's free).

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