Confluent CCDAK Valid Dump : Confluent Certified Developer for Apache Kafka Certification Examination

CCDAK real exams

Exam Code: CCDAK

Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination

Updated: Aug 05, 2026

Q & A: 92 Questions and Answers

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Confluent CCDAK Exam Syllabus Topics:

SectionObjectives
Topic 1: 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
          Topic 2: Kafka Streams and Processing- Event processing patterns
          • 1. Exactly-once semantics
            • 2. Windowing and aggregation
              - Kafka Streams API
              • 1. Stream processing fundamentals
                • 2. Stateful vs stateless processing
                  Topic 3: Kafka Producers and Consumers- Consumer API
                  • 1. Rebalancing and offset commits
                    • 2. Consumer groups
                      - Producer API
                      • 1. Serialization and partitioning strategies
                        • 2. Reliability and acknowledgments
                          Topic 4: Kafka Ecosystem and Confluent Platform- ksqlDB and connectors
                          • 1. Stream querying concepts
                            • 2. Kafka Connect basics
                              - Schema Registry
                              • 1. Avro, Protobuf, JSON Schema usage

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

                                1. You need to consume messages from Kafka using the command-line interface (CLI).
                                Which command should you use?

                                A) kafka-get-messages
                                B) kafka-console-consumer
                                C) kafka-consume
                                D) kafka-consumer


                                2. You are writing a producer application and need to ensure proper delivery. You configure the producer with acks=all.
                                Which two actions should you take to ensure proper error handling?
                                (Select two.)

                                A) Use a callback argument in producer.send() where you check delivery status.
                                B) Surround the call of producer.send() with a try/catch block to catch KafkaException.
                                C) Check the value of ProducerRecord.status().
                                D) Check that producer.send() returned a RecordMetadata object and is not null.


                                3. 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 has reached capacity, and new connectors cannot be created without expanding the cluster.
                                B) The connector configuration was invalid, and the response body will expand on the configuration error.
                                C) The Connector already exists in the cluster.
                                D) The Connect cluster is in process of rebalancing.


                                4. 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) None, the right dependency will be added by the Kafka client dependency by transitivity.
                                B) SLF4J implementation for Log4j2 (org.apache.logging.log4j:log4j-slf4j-impl)
                                C) Just the log4j2 dependency of the application
                                D) SLF4J implementation for Log4j 1.2 (org.slf4j:slf4j-log4j12)


                                5. (You are writing lightweight XML messages to a Kafka topic named userinfo.
                                Which format should you use for the value field?)

                                A) XmlSerializer
                                B) ByteSerializer
                                C) VoidSerializer
                                D) StringSerializer


                                Solutions:

                                Question # 1
                                Answer: B
                                Question # 2
                                Answer: A,B
                                Question # 3
                                Answer: C,D
                                Question # 4
                                Answer: B
                                Question # 5
                                Answer: D

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