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Confluent CCDAK Exam Syllabus Topics:

SectionObjectives
Topic 1: Kafka Ecosystem and Confluent Platform- ksqlDB and connectors
  • 1. Kafka Connect basics
    • 2. Stream querying concepts
      - Schema Registry
      • 1. Avro, Protobuf, JSON Schema usage
        Topic 2: Kafka Streams and Processing- Kafka Streams API
        • 1. Stream processing fundamentals
          • 2. Stateful vs stateless processing
            - Event processing patterns
            • 1. Windowing and aggregation
              • 2. Exactly-once semantics
                Topic 3: 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 4: 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

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

                                You need to configure a sink connector to write records that fail into a dead letter queue topic. Requirements:
                                Topic name: DLQ-Topic
                                Headers containing error context must be added to the messagesWhich three configuration parameters are necessary?(Select three.)

                                • A. errors.log.include.messages=true
                                • B. errors.tolerance=none
                                • C. errors.tolerance=all
                                • D. errors.deadletterqueue.context.headers.enable=true
                                • E. errors.deadletterqueue.topic.name=DLQ-Topic
                                • F. errors.log.enable=true
                                Reveal Solution  Discussion  0

                                Correct Answer: C,D,E  🗳️

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

                                Which configuration determines how many bytes of data are collected before sending messages to the Kafka broker?

                                • A. buffer.memory
                                • B. send.buffer.bytes
                                • C. max.block.size
                                • D. batch.size
                                Reveal Solution  Discussion  0

                                Correct Answer: D  🗳️

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

                                You use Kafka Connect with the JDBC source connector to extract data from a large database and push it into Kafka.
                                The database contains tens of tables, and the current connector is unable to process the data fast enough.
                                You add more Kafka Connect workers, but throughput doesn't improve.
                                What should you do next?

                                • A. Increase the number of Kafka partitions for the topics.
                                • B. Increase the value of the connector's property tasks.max.
                                • C. Add more Kafka brokers to the cluster.
                                • D. Modify the database schemas to enable horizontal sharding.
                                Reveal Solution  Discussion  0

                                Correct Answer: B  🗳️

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

                                What are two examples of performance metrics?
                                (Select two.)

                                • A. incoming-byte-rate
                                • B. Number of active user sessions
                                • C. Time of last failed login
                                • D. total-login-attempts
                                • E. Number of active users
                                • F. fetch-rate
                                Reveal Solution  Discussion  0

                                Correct Answer: A,F  🗳️

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

                                You create a topic named loT-Data with 10 partitions and replication factor of three.
                                A producer sends 1 MB messages compressed with Gzip.
                                Which two statements are true in this scenario?
                                (Select two.)

                                • A. Compression type will be stored in batch attributes.
                                • B. The message is already compressed so it will not be serialized.
                                • C. All compressed messages will be stored in the same topic partition.
                                • D. By default, compression is the producer's responsibility.
                                Reveal Solution  Discussion  0

                                Correct Answer: A,D  🗳️

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

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