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Confluent CCDAK Exam Syllabus Topics:

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

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

                                1. (Which configuration is valid for deploying a JDBC Source Connector to read all rows from the orders table and write them to the dbl-orders topic?)

                                A) {"name": "jdbc-source","connector.class": "io.confluent.connect.jdbc.JdbcSourceConnector","tasks.
                                max": "1","connection.url": "jdbc:mysql://mysql:3306/dbl?user=user&password=pas","topic.prefix":
                                "dbl-","table.whitelist": "orders"}
                                B) {"name": "orders-connect","connector.class": "io.confluent.connect.jdbc.DdbcSourceConnector","tasks.
                                max": "1","connection.url": "jdbc:mysql://mysql:3306/dbl","topic.whitelist": "orders","auto.create":
                                "true"}
                                C) {"name": "dbl-orders","connector.class": "io.confluent.connect.jdbc.DdbcSourceConnector","tasks.
                                max": "1","connection.url": "jdbc:mysql://mysql:3306/dbl?user=user&password=pas","topic.prefix":
                                "dbl-","table.blacklist": "ord*"}
                                D) {"name": "jdbc-source","connector.class": "io.confluent.connect.jdbc.DdbcSourceConnector","tasks.
                                max": "1","connection.url": "jdbc:mysql://mysql:3306/dbl?user=user&useAutoAuth=true","topic.
                                prefix": "dbl-","table.whitelist": "orders"}


                                2. 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) Check the value of ProducerRecord.status().
                                B) Surround the call of producer.send() with a try/catch block to catch KafkaException.
                                C) Use a callback argument in producer.send() where you check delivery status.
                                D) Check that producer.send() returned a RecordMetadata object and is not null.


                                3. Match the testing tool with the type of test it is typically used to perform.


                                4. A stream processing application is tracking user activity in online shopping carts.
                                You want to identify periods of user inactivity.
                                Which type of Kafka Streams window should you use?

                                A) Sliding
                                B) Session
                                C) Tumbling
                                D) Hopping


                                5. You are composing a REST request to create a new connector in a running Connect cluster. You invoke POST /connectors with a configuration and receive a 409 (Conflict) response.
                                What are two reasons for this response? (Select two.)

                                A) The connector configuration was invalid, and the response body will expand on the configuration error.
                                B) The connect cluster has reached capacity, and new connectors cannot be created without expanding the cluster.
                                C) The Connector already exists in the cluster.
                                D) The Connect cluster is in process of rebalancing.


                                Solutions:

                                Question # 1
                                Answer: A
                                Question # 2
                                Answer: B,C
                                Question # 3
                                Answer: Only visible for members
                                Question # 4
                                Answer: B
                                Question # 5
                                Answer: C,D

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