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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. Serialization and partitioning strategies
        • 2. Reliability and acknowledgments
          Kafka Ecosystem and Confluent Platform- Schema Registry
          • 1. Avro, Protobuf, JSON Schema usage
            - ksqlDB and connectors
            • 1. Kafka Connect basics
              • 2. Stream querying concepts
                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 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

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

                                A stream processing application is consuming from a topic with five partitions. You run three instances of the application. Each instance has num.stream.threads=5.
                                You need to identify the number of stream tasks that will be created and how many will actively consume messages from the input topic.

                                • A. 15 created, 15 actively consuming
                                • B. 15 created, 5 actively consuming
                                • C. 5 created, 1 actively consuming
                                • D. 5 created, 5 actively consuming
                                Reveal Solution  Discussion  0

                                Correct Answer: A  🗳️

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

                                (You started a new Kafka Connect worker.
                                Which configuration identifies the Kafka Connect cluster that your worker will join?)

                                • A. cluster.id
                                • B. connector.id
                                • C. group.id
                                • D. worker.id
                                Reveal Solution  Discussion  0

                                Correct Answer: C  🗳️

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

                                (An S3 source connector named s3-connector stopped running.
                                You use the Kafka Connect REST API to query the connector and task status.
                                One of the three tasks has failed.
                                You need to restart the connector and all currently running tasks.
                                Which REST request will restart the connector instance and all its tasks?)

                                • A. POST /connectors/s3-connector/restart
                                • B. POST /connectors/s3-connector/restart?includeTasks=true&onlyFailed=true
                                • C. POST /connectors/s3-connector/restart?includeTasks=true
                                • D. POST /connectors/s3-connector/tasks/0/restart
                                Reveal Solution  Discussion  0

                                Correct Answer: C  🗳️

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

                                What is accomplished by producing data to a topic with a message key?

                                • A. Messages with the same key are routed to a deterministically selected partition, enabling order guarantees within that partition.
                                • B. Consumers can filter messages in real time based on the message key without processing unrelated messages.
                                • C. It provides a mechanism for encrypting messages at the partition level to ensure secure data transmission.
                                • D. Kafka brokers allow you to add more partitions to a given topic, without impacting the data flow for existing keys.
                                Reveal Solution  Discussion  0

                                Correct Answer: A  🗳️

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

                                Correct Answer: B  🗳️

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