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Confluent Certified Developer for Apache Kafka (CCDAK) certification examination is a comprehensive test designed to evaluate the proficiency of developers in designing, building, and deploying Apache Kafka-based applications using Confluent's platform. CCDAK exam is a rigorous assessment of the candidate's knowledge and skills, covering various topics such as Kafka architecture, data modeling, stream processing, and security.

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.

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Confluent Certified Developer for Apache Kafka (CCDAK) Certification Exam is a rigorous certification program designed for developers who are interested in validating their skills and understanding of Apache Kafka. Confluent Certified Developer for Apache Kafka Certification Examination certification program is offered by Confluent, a leading data streaming platform that provides enterprise-grade solutions for managing and processing data in real-time. The CCDAK Certification program is designed to measure a developer's proficiency in Kafka development and ensures that they have the necessary skills to build and maintain Kafka-based applications.

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q22-Q27):

NEW QUESTION # 22
Which topic stores the sink connector offsets?

Answer: D


NEW QUESTION # 23
You need to collect logs from a host and write them to a Kafka topic named 'logs-topic'. You decide to use Kafka Connect File Source connector for this task.
What is the preferred deployment mode for this connector?

Answer: C

Explanation:
Kafka Connect can run instandalone modeordistributed mode. For simple tasks likereading logs from a file on a single host,standalone modeis recommended.
FromKafka Connect User Guide:
"Standalone mode is useful when running connectors on a single machine (e.g., for development or simple deployments like log collection from a local file)." Distributed mode is preferred for scalability and fault tolerance but overkill for this use case.
Reference:Kafka Connect User Guide > Deployment Modes


NEW QUESTION # 24
A consumer has auto.offset.reset=latest, and the topic partition currently has data for offsets going from 45 to
2311. The consumer group never committed offsets for the topic before. Where will the consumer read from?

Answer: B

Explanation:
Latest means that data retrievals will start from where the offsets currently end


NEW QUESTION # 25
When using plain JSON data with Connect, you see the following error messageorg.apache.kafka.connect.errors.DataExceptionJsonDeserializer with schemas.enable requires "schema" and "payload" fields and may not contain additional fields. How will you fix the error?

Answer: D

Explanation:
You will need to set the schemas.enable parameters for the converter to false for plain text with no schema.


NEW QUESTION # 26
How often is log compaction evaluated?

Answer: D

Explanation:
Log compaction is evaluated every time a segment is closed. It will be triggered if enough data is "dirty" (see dirty ratio config)


NEW QUESTION # 27
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