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Confluent CCDAK Exam Braindumps - in .pdf Free Demo

  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Last Updated: Aug 26, 2026
  • Q & A: 92 Questions and Answers
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  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Last Updated: Aug 26, 2026
  • Q & A: 92 Questions and Answers
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Confluent CCDAK Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Apache Kafka Application Development28%- Consumer API: configuration, offset management, consumer groups, rebalancing
- Transactional messaging and idempotence
- Schema management: Confluent Schema Registry, compatibility rules, evolution
- Producer API: configuration, serialization, partitioning, error handling
Topic 2: Apache Kafka Streams12%- Streams API concepts: topology, processors, state stores
- Stream processing operations: map, filter, join, aggregation
- Error handling and state management
- Windowing and time semantics
Topic 3: Apache Kafka Fundamentals23%- Core concepts: brokers, topics, partitions, replicas, offsets
- Configuration basics and cluster setup
- Kafka architecture and data flow
- Delivery semantics: at-most-once, at-least-once, exactly-once
Topic 4: Application Observability13%- Error diagnosis and troubleshooting
- Logging and monitoring metrics
- Tracing and performance tuning
Topic 5: Kafka Connect15%- Source and sink connectors configuration
- Connect architecture: workers, connectors, tasks, converters
- Data transformation and integration patterns
Topic 6: Application Testing8%- Unit testing producers and consumers
- Integration testing and test clusters
- Mocking and test utilities

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. You have a topic t1 with six partitions. You use Kafka Connect to send data from topic t1 in your Kafka cluster to Amazon S3. Kafka Connect is configured for two tasks.
How many partitions will each task process?

A) 3
B) 12
C) 6
D) 2


2. (You have a Kafka Connect cluster with multiple connectors deployed.
One connector is not working as expected.
You need to find logs related to that specific connector to investigate the issue.
How can you find the connector's logs?)

A) Change the log level to DEBUG to include connector context information.
B) Modify the log4j.properties file to enable connector context.
C) Make no change; there is no way to isolate connector logs.
D) Modify the log4j.properties file to add a dedicated log appender for the connector.


3. A stream processing application is tracking user activity in online shopping carts.
You want to identify periods of user inactivity.
Which type of Kafka Streams window should you use?

A) Sliding
B) Hopping
C) Session
D) Tumbling


4. (Which configuration is valid for deploying a JDBC Source Connector to read all rows from the orders table and write them to the dbl-orders topic?)

A) {"name": "orders-connect","connector.class": "io.confluent.connect.jdbc.DdbcSourceConnector","tasks.
max": "1","connection.url": "jdbc:mysql://mysql:3306/dbl","topic.whitelist": "orders","auto.create":
"true"}
B) {"name": "dbl-orders","connector.class": "io.confluent.connect.jdbc.DdbcSourceConnector","tasks.
max": "1","connection.url": "jdbc:mysql://mysql:3306/dbl?user=user&password=pas","topic.prefix":
"dbl-","table.blacklist": "ord*"}
C) {"name": "jdbc-source","connector.class": "io.confluent.connect.jdbc.DdbcSourceConnector","tasks.
max": "1","connection.url": "jdbc:mysql://mysql:3306/dbl?user=user&useAutoAuth=true","topic.
prefix": "dbl-","table.whitelist": "orders"}
D) {"name": "jdbc-source","connector.class": "io.confluent.connect.jdbc.JdbcSourceConnector","tasks.
max": "1","connection.url": "jdbc:mysql://mysql:3306/dbl?user=user&password=pas","topic.prefix":
"dbl-","table.whitelist": "orders"}


5. Which statement describes the storage location for a sink connector's offsets?

A) In memory which is then periodically flushed to a RocksDB instance
B) The __consumer_offsets topic, like any other consumer
C) The topic specified in the offsets.storage.topic configuration parameter
D) In a file specified by the offset.storage.file.filename configuration parameter


Solutions:

Question # 1
Answer: A
Question # 2
Answer: D
Question # 3
Answer: C
Question # 4
Answer: D
Question # 5
Answer: B

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