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Exam Code: CCDAK
Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
Updated: Aug 26, 2026
Q & A: 92 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Kafka Connect | 10-15% | - Connector Configuration - Converters and Transforms - Offset Management in Connect - Source and Sink Connectors - Connect Architecture (Workers, Connectors, Tasks) - Single Message Transformations (SMT) |
| Developing with Kafka Producers | 15-20% | - Exactly-Once Semantics - Producer Configuration and Tuning - Producer Interceptors - Partitioning Strategies - Error Handling and Retry Logic - Idempotent Producers - Serialization (JSON, Avro, Protobuf) |
| Installing and Configuring Kafka | 5-10% | - Topic Creation and Configuration - Broker Configuration Parameters - ZooKeeper vs KRaft Mode - Partition Assignment Strategies |
| Developing with Kafka Consumers | 15-20% | - Multi-threaded Consumers - Consumer Interceptors - Consumer Groups and Rebalancing - Offset Management - Deserialization - Consumer Configuration and Tuning - Commit Strategies (Auto, Manual, Cooperative) |
| Schema Management | 5-10% | - Avro Schemas - Schema Registry Architecture - Schema Evolution and Compatibility - Schema Registration and Retrieval - Protobuf and JSON Schemas |
| Kafka Streams | 20-25% | - Windowed Operations (Tumbling, Hopping, Session) - Streams Architecture and Topology - Interactive Queries - State Stores and Processors - Transformation Operations (map, filter, join, aggregate) - Exactly-Once Processing - Testing Kafka Streams Applications |
| Monitoring and Operations | 5-10% | - Cross-region Replication - Consumer Lag and Health Checks - Kafka Metrics and Monitoring - Log Compaction - Disaster Recovery |
| Security | 5-10% | - Securing Schema Registry - Encryption in Transit - Authorization (ACLs) - Authentication (SASL, SSL/TLS) |
| Kafka Fundamentals | 10-15% | - Brokers and Clusters - Topics, Partitions, and Offsets - Replication Factor and ISR - Producer and Consumer Basics - Log Segments and Retention |
Question 1
(Which configuration determines the maximum number of records a consumer can poll in a single call to poll()?)
A. fetch.max.records
B. max.poll.records.interval
C. max.poll.records
D. max.records.consumer
Question 2
You have a topic with four partitions. The application reads from it using two consumers in a single consumer group.
Processing is CPU-bound, and lag is increasing.
What should you do?
A. Increase the max.poll.records property of consumers.
B. Add more consumers to increase the level of parallelism of the processing.
C. Decrease the max.poll.records property of consumers.
D. Add more partitions to the topic to increase the level of parallelism of the processing.
Question 3
You need to configure a sink connector to write records that fail into a dead letter queue topic. Requirements:
Topic name: DLQ-Topic
Headers containing error context must be added to the messagesWhich three configuration parameters are necessary?(Select three.)
A. errors.tolerance=none
B. errors.deadletterqueue.topic.name=DLQ-Topic
C. errors.log.include.messages=true
D. errors.tolerance=all
E. errors.log.enable=true
F. errors.deadletterqueue.context.headers.enable=true
Question 4
Which two producer exceptions are examples of the class RetriableException? (Select two.)
A. NotEnoughReplicasException
B. AuthorizationException
C. RecordTooLargeException
D. LeaderNotAvailableException
Question 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": "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.JdbcSourceConnector","tasks.
max": "1","connection.url": "jdbc:mysql://mysql:3306/dbl?user=user&password=pas","topic.prefix":
"dbl-","table.whitelist": "orders"}
D. {"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"}
Solutions:
| Question 1 Answer: C | Question 2 Answer: B | Question 3 Answer: B,D,F | Question 4 Answer: A,D | Question 5 Answer: C |
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