Latest Confluent CCDAK Study Plan | Exam CCDAK Questions Pdf
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Confluent CCDAK Certification Exam is designed to be challenging and covers a variety of topics, including Kafka core concepts, Kafka ecosystem, developing Kafka producers and consumers, Kafka Connect, Kafka Streams, and several other application development and testing topics. Candidates who pass the certification exam will have demonstrated proficiency in working with the Confluent platform to develop and deploy Kafka-based applications, creating and using Avro schemas, and leveraging various Kafka tools and frameworks.
Confluent Certified Developer for Apache Kafka (CCDAK) Certification Examination is designed to test the knowledge and skills of developers working with Apache Kafka. The CCDAK Exam is a vendor-neutral certification that is recognized globally and is considered as the industry standard for Kafka developers. Passing the exam is a great way to demonstrate your expertise in Kafka and can help you stand out in a competitive job market.
Confluent Certified Developer for Apache Kafka (CCDAK) Certification Examination is a rigorous and comprehensive certification exam designed to test the skills and knowledge of developers working with Apache Kafka. Confluent, the company behind Apache Kafka, offers this certification to help organizations identify and hire qualified developers who can build and maintain Kafka-based applications.
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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q20-Q25):
NEW QUESTION # 20
Which SMTs is used to change the data type?
- A. org.apache.kafka.connect.transforms.Flatten
- B. org.apache.kafka.connect.transforms.TimestampRouter
- C. io.confluent.connect.transforms.TombstoneHandler
- D. org.apache.kafka.connect.transforms.Cast
Answer: D
NEW QUESTION # 21
is KSQL ANSI SQL compliant?
- A. No
- B. Yes
Answer: A
Explanation:
KSQL is not ANSI SQL compliant, for now there are no defined standards on streaming SQL languages
NEW QUESTION # 22
Which two statements are correct when assigning partitions to the consumers in a consumer group using the assign() API?
(Select two.)
- A. It is mandatory to subscribe to a topic before calling assign() to assign partitions.
- B. The consumer group will not be rebalanced if a consumer leaves the group.
- C. The consumer chooses which partition to read without any assignment from brokers.
- D. All topics must have the same number of partitions to use assign() API.
Answer: B,C
Explanation:
Using assign() gives manual control over partition assignment. In this mode:
B is true: The application chooses partitions directly without involving the group coordinator.
C is true: Since no group coordination occurs, no rebalancing happens if a consumer dies.
From Kafka Consumer API Docs:
"assign() manually assigns a list of partitions to this consumer. No coordination takes place and no rebalancing is triggered." A is false: subscribe() and assign() are mutually exclusive.
D is incorrect: Partitions don't need to be equal across topics.
Reference: Kafka Consumer Java API > assign() and subscribe()
NEW QUESTION # 23
How will you find out all the partitions where one or more of the replicas for the partition are not in-sync with the leader?
- A. kafka-topics.sh --broker-list localhost:9092 --describe --under-replicated-partitions
- B. kafka-topics.sh --bootstrap-server localhost:9092 --describe --unavailable- partitions
- C. kafka-topics.sh --zookeeper localhost:2181 --describe --unavailable- partitions
- D. kafka-topics.sh --zookeeper localhost:2181 --describe --under-replicated-partitions
Answer: D
NEW QUESTION # 24
What happens when broker.rack configuration is provided in broker configuration in Kafka cluster?
- A. Replicas for a partition are spread across different racks
- B. Replicas for a partition are placed in the same rack
- C. Each rack contains all the topics and partitions, effectively making Kafka highly available
- D. You can use the same broker.id as long as they have different broker.rack configuration
Answer: A
Explanation:
Partitions for newly created topics are assigned in a rack alternating manner, this is the only change broker.
rack does
NEW QUESTION # 25
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