2026 CCDAK Study Material | Valid Valid CCDAK Test Forum: Confluent Certified Developer for Apache Kafka Certification Examination 100% Pass

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Confluent CCDAK Exam Syllabus Topics:

SectionObjectives
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 Producers and Consumers- Producer API
          • 1. Reliability and acknowledgments
            • 2. Serialization and partitioning strategies
              - Consumer API
              • 1. Rebalancing and offset commits
                • 2. Consumer groups
                  Kafka Ecosystem and Confluent Platform- ksqlDB and connectors
                  • 1. Stream querying concepts
                    • 2. Kafka Connect basics
                      - Schema Registry
                      • 1. Avro, Protobuf, JSON Schema usage
                        Kafka Fundamentals- Kafka architecture and core concepts
                        • 1. Replication and fault tolerance
                          • 2. Brokers, topics, partitions
                            - Data flow in Kafka
                            • 1. Producer and consumer model
                              • 2. Offset management

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                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q34-Q39):

                                NEW QUESTION # 34
                                How do you create a topic named test with 3 partitions and 3 replicas using the Kafka CLI?

                                Answer: D

                                Explanation:
                                As of Kafka 2.3, the kafka-topics.sh command can take --bootstrap-server localhost:9092 as an argument.
                                You could also use the (now deprecated) option of --zookeeper localhost:2181.


                                NEW QUESTION # 35
                                In Java, Avro SpecificRecords classes are

                                Answer: A

                                Explanation:
                                SpecificRecord is created from generated record classes


                                NEW QUESTION # 36
                                Select the Kafka Streams joins that are always windowed joins.

                                Answer: A

                                Explanation:
                                Seehttps://docs.confluent.io/current/streams/developer-guide/dsl-api.html#joining


                                NEW QUESTION # 37
                                You are building a system for a retail store to sell products to customers Which dataset should be modeled as a GlobatKTable? (Choose 3.)

                                Answer: B,C,D


                                NEW QUESTION # 38
                                Match each configuration parameter with the correct deployment step in installing a Kafka connector.

                                Answer:

                                Explanation:

                                Explanation:
                                1st: Place the connector's JAR file in the directory specified by plugin.path
                                2nd: Restart the Kafka Connect cluster
                                3rd: Verify using REST API (/connector-plugins)
                                4th: Configure the connector
                                5th: (Repeat of 4th, duplicate step)
                                1st # Place the connector's JAR file in the directory specified by the plugin.path configuration.
                                2nd # Restart the Kafka Connect cluster.
                                3rd # Verify that the connector is installed by listing all available connectors using the Kafka Connect REST API (/connector-plugins).
                                4th # Configure the connector using a JSON or properties file with the necessary settings.
                                5th # Configure the connector using a JSON or properties file with the necessary settings.
                                Kafka Connect requires that custom connectors be placed in the directory defined by plugin.path. After restarting the cluster, you can use the REST API to confirm availability and then deploy the connector configuration.
                                From Kafka Connect Documentation:
                                "After placing the JAR in the plugin.path, you must restart the Connect cluster to pick it up. Use the
                                /connector-plugins REST endpoint to verify."
                                The duplication of configuration is an error in the question options and should occur only once.
                                Reference: Kafka Connect Plugin Installation Guide


                                NEW QUESTION # 39
                                ......

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