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Confluent CCDAK (Confluent Certified Developer for Apache Kafka) Certification Exam is a globally recognized certification exam that tests the expertise of developers in Apache Kafka. Apache Kafka is an open-source distributed event streaming platform that is widely used by companies for building real-time data pipelines and streaming applications. The CCDAK Exam is designed to test the knowledge and skills of developers in building and managing Kafka-based applications.
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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q26-Q31):
NEW QUESTION # 26
What happens if you write the following code in your producer? producer.send(producerRecord).get()
- A. Batching will be increased
- B. Throughput will be decreased
- C. It will force all brokers in Kafka to acknowledge the producerRecord
- D. Compression will be increased
Answer: B
Explanation:
Using Future.get() to wait for a reply from Kafka will limit throughput.
NEW QUESTION # 27
You create a topic with five partitions.
What can be assumed about messages read from that topic by a single consumer group?
- A. All the messages will be read from exactly one Broker by the consumer group.
- B. Messages read from any one partition by the consumer group will all have exactly the same key.
- C. The consumer group can only read the same number of messages from all the partitions.
- D. Messages can be consumed by a maximum of five consumers in the same consumer group.
Answer: D
NEW QUESTION # 28
What isn't a feature of the Confluent schema registry?
- A. Store schemas
- B. Store avro data
- C. Enforce compatibility rules
Answer: B
Explanation:
Data is stored on brokers.
NEW QUESTION # 29
How can you gracefully make a Kafka consumer to stop immediately polling data from Kafka and gracefully shut down a consumer application?
- A. Kill the consumer thread
- B. Call consumer.poll() in another thread
- C. Call consumer.wakeUp() and catch a WakeUpException
Answer: C
Explanation:
See https://stackoverflow.com/a/37748336/3019499
NEW QUESTION # 30
You are running a Kafka Streams application in a Docker container managed by Kubernetes, and upon application restart, it takes a long time for the docker container to replicate the state and get back to processing the dat a. How can you improve dramatically the application restart?
- A. Mount a persistent volume for your RocksDB
- B. Reduce the Streams caching property
- C. Increase the number of Streams threads
- D. Increase the number of partitions in your inputs topic
Answer: A
Explanation:
Although any Kafka Streams application is stateless as the state is stored in Kafka, it can take a while and lots of resources to recover the state from Kafka. In order to speed up recovery, it is advised to store the Kafka Streams state on a persistent volume, so that only the missing part of the state needs to be recovered.
NEW QUESTION # 31
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