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Confluent CCDAK Exam Syllabus Topics:

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

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

                                Which tool can you use to modify the replication factor of an existing topic?

                                • A. kafka-reassign-partitions.sh
                                • B. kafka-reassign-topics.sh
                                • C. kafka-topics.sh
                                • D. kafka-recreate-topic.sh
                                Answer: A

                                Explanation: Only visible for Pass4sures members. You can sign-up / login (it's free).

                                The producer code below features a Callback class with a method called onCompletion().
                                In the onCompletion() method, when the request is completed successfully, what does the value metadata.
                                offset() represent?

                                • A. The number of bytes that overflowed beyond a producer batch of messages
                                • B. The ID of the partition to which the message was committed
                                • C. The sequential ID of the message committed into a partition
                                • D. Its position in the producer's batch of messages
                                Answer: C

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

                                • A. ByteSerializer
                                • B. VoidSerializer
                                • C. StringSerializer
                                • D. XmlSerializer
                                Answer: C

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                                Which two producer exceptions are examples of the class RetriableException? (Select two.)

                                • A. AuthorizationException
                                • B. NotEnoughReplicasException
                                • C. LeaderNotAvailableException
                                • D. RecordTooLargeException
                                Answer: B,C

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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. The producer code has an expensive callback function.
                                • B. The producer is sending large batches of messages.
                                • C. Compression is enabled.
                                • D. There is a bad data link layer (Layer 2) connection from the producer to the cluster.
                                Answer: A

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