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To prepare for the CCDAK certification exam, candidates can take advantage of various training resources provided by Confluent. Confluent offers online training courses, workshops, and practice exams to help candidates prepare for the exam. Additionally, candidates can also refer to the Kafka documentation and community resources for further learning.

Confluent CCDAK (Confluent Certified Developer for Apache Kafka) certification exam is designed for software developers who want to demonstrate their proficiency in building Kafka-based applications. Kafka is an open-source distributed messaging system that allows applications to exchange messages in real-time. It offers a highly scalable, fault-tolerant, and reliable platform for building large-scale distributed systems. The CCDAK Exam Tests the candidate's ability to work with Kafka and its ecosystem components e.g., producer, consumer, connectors, and streams API.

Confluent CCDAK certification exam is a comprehensive exam that covers all aspects of Kafka development, including Kafka architecture, Kafka producers and consumers, Kafka Streams, Kafka Connect, Confluent Platform, and Kafka Security. CCDAK exam is designed to test the candidate's ability to build Kafka-based applications using Confluent Platform, and their ability to troubleshoot and optimize Kafka applications.

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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q35-Q40):

NEW QUESTION # 35
You have a Kafka client application that has real-time processing requirements.
What are the most important metrics available in Kafka that you should monitor?

• A. Consumer heartbeat rate to the group coordinator
• B. Total time to serve requests to replica followers
• C. Aggregate incoming byte rate
• D. Consumer lag between the brokers and the consumers

Answer: D

 

NEW QUESTION # 36
Which function does ZooKeeper offer in Kafka?

• A. Partition assignment
• B. Controller re-election
• C. Authentication
• D. Consumer group rebalancing

Answer: B

 

NEW QUESTION # 37
Which of the following Kafka Streams operators are stateful? (select all that apply)

• A. aggregate
• B. reduce
• C. peek
• D. joining
• E. count
• F. flatmap

Answer: A,B,D,E

Explanation:
Seehttps://kafka.apache.org/20/documentation/streams/developer-guide/dsl-api.html#stateful-transformations

 

NEW QUESTION # 38
Select all the way for one consumer to subscribe simultaneously to the following topics - topic.history, topic.sports, topic.politics? (select two)

• A. consumer.subscribe(Arrays.asList("topic.history", "topic.sports", "topic.politics"));
• B. consumer.subscribe(Pattern.compile("topic..*"));
• C. consumer.subscribe("topic.history"); consumer.subscribe("topic.sports"); consumer.subscribe("topic.politics");
• D. consumer.subscribePrefix("topic.");

Answer: A,B

Explanation:
Multiple topics can be passed as a list or regex pattern.

 

NEW QUESTION # 39
Which KSQL queries write to Kafka?

• A. COUNT and JOIN
• B. SHOW STREAMS and EXPLAIN <query> statements
• C. CREATE STREAM AS SELECT and CREATE TABLE AS SELECT
• D. CREATE STREAM WITH <topic> and CREATE TABLE WITH <topic>

Answer: C,D

Explanation:
SHOW STREAMS and EXPLAIN <query> statements run against the KSQL server that the KSQL client is connected to. They don't communicate directly with Kafka. CREATE STREAM WITH <topic> and CREATE TABLE WITH <topic> write metadata to the KSQL command topic. Persistent queries based on CREATE STREAM AS SELECT and CREATE TABLE AS SELECT read and write to Kafka topics.
Non-persistent queries based on SELECT that are stateless only read from Kafka topics, for example:
SELECT A FROM foo WHERE A;
Non-persistent queries that are stateful read and write to Kafka, for example, COUNT and JOIN. The data in Kafka is deleted automatically when you terminate the query with CTRL-C.

 

NEW QUESTION # 40
......

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