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

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

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


                                2. Which two statements about Kafka Connect Single Message Transforms (SMTs) are correct?
                                (Select two.)

                                A) Multiple SMTs can be chained together and act on source or sink messages.
                                B) Masking data is a good example of an SMT.
                                C) SMTs are often used to join multiple records from a source data system into a single Kafka record.
                                D) SMT functionality is included within Kafka Connect converters.


                                3. Match each configuration parameter with the correct deployment step in installing a Kafka connector.


                                4. (You need to set alerts on key broker metrics to trigger notifications when a Kafka cluster is unhealthy.
                                What are three minimum broker metrics to monitor for cluster health?
                                Select three.)

                                A) kafka.controller:type=KafkaController,name=LastCommittedRecordOffset
                                B) kafka.controller:type=KafkaController,name=TopicsToDeleteCount
                                C) kafka.controller:type=KafkaController,name=ActiveControllerCount
                                D) kafka.controller:type=ControllerStats,name=UncleanLeaderElectionsPerSec
                                E) kafka.controller:type=KafkaController,name=OfflinePartitionsCount


                                5. (A stream processing application tracks user activity in online shopping carts, including items added, removed, and ordered throughout the day for each user.
                                You need to capture data to identify possible periods of user inactivity.
                                Which type of Kafka Streams window should you use?)

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


                                Solutions:

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

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