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Confluent Certified Developer for Apache Kafka (CCDAK) Certification Exam is a comprehensive certification program that validates the skills and expertise of developers who work with Apache Kafka. CCDAK exam is designed to test the knowledge and abilities of developers in designing, developing, and deploying Kafka-based applications. Confluent Certified Developer for Apache Kafka Certification Examination certification program is offered by Confluent, the company behind Apache Kafka, and is recognized globally as a mark of excellence in Kafka development.

Confluent CCDAK (Confluent Certified Developer for Apache Kafka Certification Examination) Certification Exam is a globally recognized certification exam that tests the candidate's knowledge and proficiency in Apache Kafka development using Confluent platform. Confluent Certified Developer for Apache Kafka Certification Examination certification exam is designed to certify the developers who have a thorough understanding of Apache Kafka basics, Confluent platform, and building real-world applications using Kafka.

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The CCDAK certification exam covers a range of topics related to Kafka, including basic Kafka concepts, Kafka architecture, Kafka APIs, Kafka Streams, and Kafka Connect. Candidates who pass the exam will be able to demonstrate their proficiency in working with Kafka, and will be able to use the certification as a valuable credential in their careers. CCDAK Exam is designed to be challenging, but with the right preparation and study, any developer can pass the exam and earn the CCDAK certification.

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q82-Q87):

NEW QUESTION # 82
You want to connect with username and password to a secured Kafka cluster that has SSL encryption.
Which properties must your client include?

A. security.protocol=SSL
sasl.jaas.config=org.apache.kafka.common.security.plain.PlainLoginModule required username='myUser' password='myPassword';
B. security.protocol=PLAINTEXT
sasl.jaas.config=org.apache.kafka.common.security.ssl.TlsLoginModule required username='myUser' password='myPassword';
C. security.protocol=SASL_SSL
sasl.jaas.config=org.apache.kafka.common.security.plain.PlainLoginModule required username='myUser' password='myPassword';
D. security.protocol=SASL_PLAINTEXT
sasl.jaas.config=org.apache.kafka.common.security.plain.PlainLoginModule required username='myUser' password='myPassword';

Answer: C

Explanation:
ForSASL/PLAIN authentication over SSL, the correct combination is:
* security.protocol=SASL_SSL
* sasl.jaas.config=...PlainLoginModule required username=... password=...
FromKafka Security Documentation:
"For SASL/PLAIN over SSL, configure security.protocol=SASL_SSL and provide login module configuration using sasl.jaas.config." Options B and D are incorrect because they do not pair the correct protocol with the authentication method.
Reference:Apache Kafka Security Configs > SASL_SSL, PLAIN mechanism

NEW QUESTION # 83
Which is an optional field in an Avro record?

A. namespace
B. name
C. fields
D. doc

Answer: D

Explanation:
doc represents optional description of message

NEW QUESTION # 84
You are using JDBC source connector to copy data from 3 tables to three Kafka topics. There is one connector created with max.tasks equal to 2 deployed on a cluster of 3 workers. How many tasks are launched?

A. 0
B. 1
C. 2
D. 3

Answer: C

Explanation:
here, we have three tables, but the max.tasks is 2, so that's the maximum number of tasks that will be created

NEW QUESTION # 85
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 lag between the brokers and the consumers
B. Aggregate incoming byte rate
C. Total time to serve requests to replica followers
D. Consumer heartbeat rate to the group coordinator

Answer: A

NEW QUESTION # 86
Which two statements are correct when assigning partitions to the consumers in a consumer group using the assign() API?
(Select two.)

A. The consumer chooses which partition to read without any assignment from brokers.
B. All topics must have the same number of partitions to use assign() API.
C. The consumer group will not be rebalanced if a consumer leaves the group.
D. It is mandatory to subscribe to a topic before calling assign() to assign partitions.

Answer: A,C

Explanation:
Using assign() givesmanual controlover partition assignment. In this mode:
* B is true: The applicationchooses partitionsdirectly without involving the group coordinator.
* C is true: Since no group coordination occurs,no rebalancinghappens if a consumer dies.
FromKafka 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() aremutually exclusive.
* D is incorrect: Partitions don't need to be equal across topics.
Reference:Kafka Consumer Java API > assign() and subscribe()

NEW QUESTION # 87
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