CCDAK VCE dumps: Confluent Certified Developer for Apache Kafka Certification Examination & CCDAK test prep

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Confluent CCDAK Exam Syllabus Topics:

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

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                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q80-Q85):

                                NEW QUESTION # 80
                                If a topic has a replication factor of 3...

                                Answer: A

                                Explanation:
                                Replicas are spread across available brokers, and each replica = one broker. RF 3 = 3 brokers


                                NEW QUESTION # 81
                                You are working on a Kafka cluster with three nodes. You create a topic named orders with:
                                * replication.factor = 3
                                * min.insync.replicas = 2
                                * acks = allWhat exception will be generated if two brokers are down due to network delay?

                                Answer: C

                                Explanation:
                                With acks=all and min.insync.replicas=2, Kafka requiresat least two in-sync replicasto acknowledge a write.
                                If onlyone broker is alive, the condition fails, andNotEnoughReplicasExceptionis thrown by the producer.
                                FromKafka Producer Exception Docs:
                                "NotEnoughReplicasException is thrown when the number of in-sync replicas is insufficient to satisfy acks=all with min.insync.replicas."
                                * NetworkException is generic and not raised here.
                                * NotCoordinatorException is related to consumer group coordination.
                                * NotLeaderForPartitionException is unrelated unless accessing an unassigned leader.
                                Reference:Kafka Producer Error Handling


                                NEW QUESTION # 82
                                When running a ksqlDB for connectors, what does the IF NOT EXISTS clause do?

                                Answer: B


                                NEW QUESTION # 83
                                Your Kafka cluster has five brokers. The topic t1 on the cluster has two partitions, and it has replication.factor
                                = 4, min.insync.replicas = 3.
                                You want to have strong durability guarantees for messages written to topic t1.
                                If you configure a producer 'acks=all', how many brokers need to acknowledge a message before it is considered committed?

                                Answer: B


                                NEW QUESTION # 84
                                The kafka-console-consumer CLI, when used with the default options

                                Answer: C

                                Explanation:
                                If a group is not specified, the kafka-console-consumer generates a random consumer group.


                                NEW QUESTION # 85
                                ......

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