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Confluent CCDAK Practice Q&A's

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Confluent CCDAK Exam Syllabus Topics:

SectionObjectives
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- ksqlDB and connectors
          • 1. Kafka Connect basics
            • 2. Stream querying concepts
              - Schema Registry
              • 1. Avro, Protobuf, JSON Schema usage
                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 Fundamentals- Kafka architecture and core concepts
                        • 1. Brokers, topics, partitions
                          • 2. Replication and fault tolerance
                            - Data flow in Kafka
                            • 1. Producer and consumer model
                              • 2. Offset management

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

                                1. (Your configuration parameters for a Source connector and Connect worker are:
                                * offset.flush.interval.ms=60000
                                * offset.flush.timeout.ms=500
                                * offset.storage.topic=connect-offsets
                                * offset.storage.replication.factor=-1
                                Which two statements match the expected behavior?
                                Select two.)

                                A) The connector will wait 500 ms before trying to commit offsets for tasks.
                                B) The connector will commit offsets to the broker default offsets topic.
                                C) The connector will commit offsets to a topic called connect-offsets.
                                D) The offsets topic will use the broker default replication factor.


                                2. Where are source connector offsets stored?

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


                                3. Which two statements are correct about transactions in Kafka?
                                (Select two.)

                                A) Transactions guarantee at least once delivery of messages.
                                B) Consumers can consume both committed and uncommitted transactions.
                                C) All messages from a failed transaction will be deleted from a Kafka topic.
                                D) Transactions are only possible when writing messages to a topic with single partition.
                                E) Information about producers and their transactions is stored in the _transaction_state topic.


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


                                5. (Which configuration determines the maximum number of records a consumer can poll in a single call to poll()?)

                                A) max.poll.records.interval
                                B) max.poll.records
                                C) fetch.max.records
                                D) max.records.consumer


                                Solutions:

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

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