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Confluent CCDAK Exam Syllabus Topics:

SectionObjectives
Topic 1: 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
          Topic 2: Kafka Ecosystem and Confluent Platform- Schema Registry
          • 1. Avro, Protobuf, JSON Schema usage
            - ksqlDB and connectors
            • 1. Kafka Connect basics
              • 2. Stream querying concepts
                Topic 3: 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
                        Topic 4: 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

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

                                You are sending messages to a Kafka cluster in JSON format and want to add more information related to each message:
                                Format of the message payload
                                Message creation time
                                A globally unique identifier that allows the message to be traced through the systemWhere should this additional information be set?

                                • A. Broker
                                • B. Header
                                • C. Value
                                • D. Key
                                Reveal Solution  Discussion  0

                                Correct Answer: B  🗳️

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

                                (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. Check the value of ProducerRecord.status().
                                • C. Surround the call to producer.send() with a try/catch block to catch KafkaException.
                                • D. Check that producer.send() returned a RecordMetadata object and is not null.
                                Reveal Solution  Discussion  0

                                Correct Answer: A,C  🗳️

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

                                (You are designing a stream pipeline to monitor the real-time location of GPS trackers, where historical location data is not required.
                                Each event has:
                                * Key: trackerId
                                * Value: latitude, longitude
                                You need to ensure that the latest location for each tracker is always retained in the Kafka topic.
                                Which topic configuration parameter should you set?)

                                • A. retention.ms=infinite
                                • B. min.cleanable.dirty.ratio=-1
                                • C. cleanup.policy=compact
                                • D. retention.ms=0
                                Reveal Solution  Discussion  0

                                Correct Answer: C  🗳️

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

                                You need to explain the best reason to implement the consumer callback interface ConsumerRebalanceListener prior to a Consumer Group Rebalance.
                                Which statement is correct?

                                • A. Partitions assigned to a consumer may change.
                                • B. Partition leaders may change.
                                • C. Previous log files are deleted.
                                • D. Offsets are compacted.
                                Reveal Solution  Discussion  0

                                Correct Answer: A  🗳️

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

                                (You are configuring a source connector that writes records to an Orders topic.
                                You need to send some of the records to a different topic.
                                Which Single Message Transform (SMT) is best suited for this requirement?)

                                • A. HeaderFrom
                                • B. TombstoneHandler
                                • C. InsertField
                                • D. RegexRouter
                                Reveal Solution  Discussion  0

                                Correct Answer: D  🗳️

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

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