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Confluent CCDAK Exam Syllabus Topics:

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

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

                                1. (You need to send a JSON message on the wire. The message key is a string.
                                How would you do this?)

                                A) Specify a value serializer class for the JSON contents of the message's value. Set a key serializer for the string value.
                                B) Specify a key serializer class for the JSON contents of the message's value. Set the value serializer class to null.
                                C) Specify a value serializer class for the JSON contents of the message's value. Set the key serializer class to null.
                                D) Specify a value serializer class for the JSON contents of the message's value. Set the key serializer class to JSON.


                                2. You are building a system for a retail store selling products to customers.
                                Which three datasets should you model as a GlobalKTable?
                                (Select three.)

                                A) Inventory of products at a warehouse
                                B) Log of payment transactions
                                C) Catalog of products
                                D) All purchases at a retail store occurring in real time
                                E) Customer profile information


                                3. You need to correctly join data from two Kafka topics.
                                Which two scenarios will allow for co-partitioning?
                                (Select two.)

                                A) Both topics have the same number of partitions.
                                B) Both topics have the same value schema.
                                C) Both topics have the same key and partitioning strategy.
                                D) Both topics have the same retention time.


                                4. Where are source connector offsets stored?

                                A) storage.offset.topic
                                B) offset.storage.topic
                                C) offset, storage, partitions
                                D) topic.offset.config


                                5. Which statement describes the storage location for a sink connector's offsets?

                                A) The __consumer_offsets topic, like any other consumer
                                B) In a file specified by the offset.storage.file.filename configuration parameter
                                C) The topic specified in the offsets.storage.topic configuration parameter
                                D) In memory which is then periodically flushed to a RocksDB instance


                                Solutions:

                                Question # 1
                                Answer: A
                                Question # 2
                                Answer: A,C,E
                                Question # 3
                                Answer: A,C
                                Question # 4
                                Answer: B
                                Question # 5
                                Answer: A

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