Confluent CCDAK Q&A - in .pdf

  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Aug 01, 2026
  • Q & A: 92 Questions and Answers
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Confluent CCDAK Q&A - Testing Engine

  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Aug 01, 2026
  • Q & A: 92 Questions and Answers
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Confluent CCDAK Exam Syllabus Topics:

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

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. Which configuration allows more time for the consumer poll to process records?

A) max.poll.interval.ms
B) session.timeout.ms
C) fetch.max.wait.ms
D) heartbeat.interval.ms


2. (A stream processing application tracks user activity in online shopping carts, including items added, removed, and ordered throughout the day for each user.
You need to capture data to identify possible periods of user inactivity.
Which type of Kafka Streams window should you use?)

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


3. You need to explain the best reason to implement the consumer callback interface ConsumerRebalanceListener prior to a Consumer Group Rebalance.
Which statement is correct?

A) Partition leaders may change.
B) Partitions assigned to a consumer may change.
C) Offsets are compacted.
D) Previous log files are deleted.


4. 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?

A) Distributed mode
B) Standalone mode
C) SingleCluster mode
D) Parallel mode


5. (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": "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"}
B) {"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"}
C) {"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*"}
D) {"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"}


Solutions:

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

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