The Confluent CCDAK Exam Dumps In PDF File Format

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Confluent CCDAK Exam Syllabus Topics:

SectionObjectives
Topic 1: Kafka Producers and Consumers- Consumer API
  • 1. Rebalancing and offset commits
    • 2. Consumer groups
      - Producer API
      • 1. Reliability and acknowledgments
        • 2. Serialization and partitioning strategies
          Topic 2: 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 3: Kafka Streams and Processing- Event processing patterns
                • 1. Exactly-once semantics
                  • 2. Windowing and aggregation
                    - 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. Brokers, topics, partitions
                              • 2. Replication and fault tolerance

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                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q83-Q88):

                                NEW QUESTION # 83
                                You are using JDBC source connector to copy data from a table to Kafka topic. There is one connector created with max.tasks equal to 2 deployed on a cluster of 3 workers. How many tasks are launched?

                                Answer: B

                                Explanation:
                                JDBC connector allows one task per table.


                                NEW QUESTION # 84
                                How much should be the heap size of a broker in a production setup on a machine with 256 GB of RAM, in PLAINTEXT mode?

                                Answer: B

                                Explanation:
                                In Kafka, a small heap size is needed, while the rest of the RAM goes automatically to the page cache (managed by the OS). The heap size goes slightly up if you need to enable SSL


                                NEW QUESTION # 85
                                What exceptions may be caught by the following producer? (select two)
                                ProducerRecord<String, String> record =
                                new ProducerRecord<>("topic1", "key1", "value1");
                                try {
                                producer.send(record);
                                } catch (Exception e) {
                                e.printStackTrace();
                                }

                                Answer: B,D

                                Explanation:
                                These are the client side exceptions that may be encountered before message is sent to the broker, and before a future is returned by the .send() method.


                                NEW QUESTION # 86
                                Kafka is configured with following parameters - log.retention.hours = 168 log.retention.minutes = 168 log.
                                retention.ms = 168 How long will the messages be retained for?

                                Answer: D

                                Explanation:
                                If more than one similar config is specified, the smaller unit size will take precedence.


                                NEW QUESTION # 87
                                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 # 88
                                ......

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