CCDAK Exam Questions And Answers, CCDAK Lead2pass Review

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Confluent CCDAK Exam Syllabus Topics:

SectionObjectives
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 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- 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 Producers and Consumers- Producer API
                        • 1. Serialization and partitioning strategies
                          • 2. Reliability and acknowledgments
                            - Consumer API
                            • 1. Rebalancing and offset commits
                              • 2. Consumer groups

                                >> CCDAK Exam Questions And Answers <<

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                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q18-Q23):

                                NEW QUESTION # 18
                                Which Kafka CLI should you use to consume from a topic?

                                Answer: B

                                Explanation:
                                Examplekafka-console-consumer --bootstrap-server 127.0.0.1:9092 --topic test --from-beginning


                                NEW QUESTION # 19
                                There are five brokers in a cluster, a topic with 10 partitions and replication factor of 3, and a quota of producer_bytes_rate of 1 MB/sec has been specified for the client. What is the maximum throughput allowed for the client?

                                Answer: D

                                Explanation:
                                Each producer is allowed to produce @ 1MB/s to a broker. Max throughput 5 * 1MB, because we have 5 brokers.


                                NEW QUESTION # 20
                                Refer to the producer code below. It features a 'Callback' class with a method called 'onCompletion()'. When will the 'onCompletion()' method be Invoked?

                                producer.send(record, new MyCallback(record));

                                Answer: B


                                NEW QUESTION # 21
                                A consumer has auto.offset.reset=latest, and the topic partition currently has data for offsets going from 45 to
                                2311. The consumer group never committed offsets for the topic before. Where will the consumer read from?

                                Answer: A

                                Explanation:
                                Latest means that data retrievals will start from where the offsets currently end


                                NEW QUESTION # 22
                                Which of the following setting increases the chance of batching for a Kafka Producer?

                                Answer: C

                                Explanation:
                                linger.ms forces the producer to wait to send messages, hence increasing the chance of creating batches


                                NEW QUESTION # 23
                                ......

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