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Confluent CCDAK Exam Syllabus Topics:

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. (You deploy a Kafka Streams application with five application instances.
Kafka Streams stores application metadata using internal topics.
Auto-topic creation is disabled in the Kafka cluster.
Which statement about this scenario is true?)

A) The application will be on hold until internal topics are created manually.
B) The application will terminate with a non-retriable exception.
C) The application will work, but application metadata will not be stored.
D) The application will continue to work and internal topics will be created, even if auto-topic creation is disabled.

2. You have a consumer group with default configuration settings reading messages from your Kafka cluster.
You need to optimize throughput so the consumer group processes more messages in the same amount of time.
Which change should you make?

A) Decrease the session timeout of each consumer.
B) Disable auto commit and have the consumers manually commit offsets.
C) Remove some consumers from the consumer group.
D) Increase the number of bytes the consumers read with each fetch request.

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

4. You are creating a Kafka Streams application to process retail data.
Match the input data streams with the appropriate Kafka Streams object.

5. What is a consequence of increasing the number of partitions in an existing Kafka topic?

A) Records with the same key could be located in different partitions.
B) Existing data will be redistributed across the new number of partitions temporarily increasing cluster load.
C) Consumers will need to process data from more partitions which will significantly increase consumer lag.
D) The acknowledgment process will increase latency for producers using acks=all.

Solutions: