Free PDF Quiz 2026 Confluent CCDAK: Confluent Certified Developer for Apache Kafka Certification Examination Latest Exam Cram Questions

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Confluent CCDAK Exam Overview:

Certification Vendor:Confluent
Exam Name:Confluent Certified Developer for Apache Kafka (CCDAK) Certification Exam
Exam Number:CCDAK
Exam Format:Multiple select, Multiple choice
Exam Price:$150 USD
Passing Score:70%
Exam Duration:90 minutes
Real Exam Qty:60
Certificate Validity Period:3 years
Related Certifications:Confluent Certified Developer for Apache Kafka (CCDAK)
Confluent Certified Administrator for Apache Kafka (CCAK)
Available Languages:English
Recommended Training:Apache Kafka Developer Training (Confluent)
Kafka Fundamentals Course
Exam Registration:Confluent Training and Exams
Confluent Certification Portal
Sample Questions:Confluent CCDAK Sample Questions
Exam Way:Online proctored exam or authorized testing center
Pre Condition:Basic understanding of Java or another JVM language and familiarity with distributed systems concepts is recommended.
Official Syllabus URL:https://www.confluent.io/certification/

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The CCDAK Certification Exam is open to developers of all levels of experience, from beginners to advanced users. However, it is recommended that candidates have some experience working with Kafka before taking the exam. Candidates who pass the exam receive a certification that demonstrates their proficiency in working with Kafka, which can be a valuable asset in their careers.

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q90-Q95):

NEW QUESTION # 90
Which SMTs is used to change the data type?

Answer: C


NEW QUESTION # 91
Match each configuration parameter with the correct option.
To answer choose a match for each option from the drop-down. Partial
credit is given for each correct answer.

Answer:

Explanation:

Explanation:
Correct Matches
* path.format#Only valid for some Source Connectors
* value.converter#Valid for all Source Connectors
* input.path#Only valid for some Source Connectors
* errors.retry.timeout#Valid for all Source Connectors
* tasks.max#Valid for all Source Connectors
* path.formatThis is a connector-specific configuration, commonly used by file-based or storage-based source connectors (for example, HDFS, S3, or FilePulse connectors). It isnot part of the Kafka Connect framework itself, so it is only valid for some source connectors.
* value.converterThis is aworker-level configurationthat defines how record values are converted (JSON, Avro, Protobuf, etc.). It applies toall connectorsrunning on the worker unless overridden at the connector level.
* input.pathThis configuration is specific to file-based source connectors (e.g., FileStreamSourceConnector). It isnot universally supported, so it is only valid for some source connectors.
* errors.retry.timeoutThis is part of Kafka Connect'serror handling framework, introduced to support retries and tolerance of transient errors. It is ageneric Connect configurationand valid for all connectors.
* tasks.maxThis is amandatory, generic connector configurationthat controls the maximum number of tasks a connector may create. It is valid forall source (and sink) connectors.


NEW QUESTION # 92
You have a Kafka Connect cluster with multiple connectors.
One connector is not working as expected.
How can you find logs related to that specific connector?

Answer: D

Explanation:
To isolate logs for a specific connector, you can configure a separate logger and appender in the Connect worker's log4j.properties file, using the connector's name as the logging context.
From Kafka Connect Logging Docs:
"Kafka Connect loggers use hierarchical logger names. You can configure per-connector log levels and output files by extending log4j.properties." A and C change verbosity but don't separate logs.
D is false; targeted logging is possible.
Reference: Kafka Connect > Logging and Debugging


NEW QUESTION # 93
Which partition assignment minimizes partition movements between two assignments?

Answer: A


NEW QUESTION # 94
What information isn't stored inside of Zookeeper? (select two)

Answer: C

Explanation:
Consumer offsets are stored in a Kafka topic __consumer_offsets, and the Schema Registry stored schemas in the _schemas topic.


NEW QUESTION # 95
......

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