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Last Updated: Sep 14, 2026
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Confluent CCDAK Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Installing and Configuring Kafka | 5-10% | - Partition Assignment Strategies - Broker Configuration Parameters - Topic Creation and Configuration - ZooKeeper vs KRaft Mode |
| Topic 2: Kafka Streams | 20-25% | - Interactive Queries - Testing Kafka Streams Applications - Transformation Operations (map, filter, join, aggregate) - Streams Architecture and Topology - State Stores and Processors - Windowed Operations (Tumbling, Hopping, Session) - Exactly-Once Processing |
| Topic 3: Security | 5-10% | - Authentication (SASL, SSL/TLS) - Encryption in Transit - Securing Schema Registry - Authorization (ACLs) |
| Topic 4: Developing with Kafka Consumers | 15-20% | - Consumer Interceptors - Consumer Groups and Rebalancing - Consumer Configuration and Tuning - Deserialization - Commit Strategies (Auto, Manual, Cooperative) - Multi-threaded Consumers - Offset Management |
| Topic 5: Developing with Kafka Producers | 15-20% | - Producer Interceptors - Producer Configuration and Tuning - Error Handling and Retry Logic - Idempotent Producers - Exactly-Once Semantics - Serialization (JSON, Avro, Protobuf) - Partitioning Strategies |
| Topic 6: Kafka Fundamentals | 10-15% | - Topics, Partitions, and Offsets - Replication Factor and ISR - Brokers and Clusters - Log Segments and Retention - Producer and Consumer Basics |
| Topic 7: Kafka Connect | 10-15% | - Offset Management in Connect - Source and Sink Connectors - Converters and Transforms - Connect Architecture (Workers, Connectors, Tasks) - Single Message Transformations (SMT) - Connector Configuration |
| Topic 8: Monitoring and Operations | 5-10% | - Disaster Recovery - Cross-region Replication - Consumer Lag and Health Checks - Log Compaction - Kafka Metrics and Monitoring |
| Topic 9: Schema Management | 5-10% | - Avro Schemas - Schema Registration and Retrieval - Schema Evolution and Compatibility - Protobuf and JSON Schemas - Schema Registry Architecture |
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:
You are writing a producer application and need to ensure proper delivery. You configure the producer with acks=all.
Which two actions should you take to ensure proper error handling?
(Select two.)
- A. Check the value of ProducerRecord.status().
- B. Use a callback argument in producer.send() where you check delivery status.
- C. Surround the call of producer.send() with a try/catch block to catch KafkaException.
- D. Check that producer.send() returned a RecordMetadata object and is not null.
Correct Answer: B,C 🗳️
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(An S3 source connector named s3-connector stopped running.
You use the Kafka Connect REST API to query the connector and task status.
One of the three tasks has failed.
You need to restart the connector and all currently running tasks.
Which REST request will restart the connector instance and all its tasks?)
- A. POST /connectors/s3-connector/restart?includeTasks=true&onlyFailed=true
- B. POST /connectors/s3-connector/tasks/0/restart
- C. POST /connectors/s3-connector/restart?includeTasks=true
- D. POST /connectors/s3-connector/restart
Correct Answer: C 🗳️
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You are working on a Kafka cluster with three nodes. You create a topic named orders with:
replication.factor = 3
min.insync.replicas = 2
acks = allWhat exception will be generated if two brokers are down due to network delay?
- A. NotCoordinatorException
- B. NotLeaderForPartitionException
- C. NetworkException
- D. NotEnoughReplicasException
Correct Answer: D 🗳️
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(You are writing to a Kafka topic with producer configuration acks=all.
The producer receives acknowledgements from the broker but still creates duplicate messages due to network timeouts and retries.
You need to ensure that duplicate messages are not created.
Which producer configuration should you set?)
- A. retries=2147483647max.in.flight.requests.per.connection=5enable.idempotence=false
- B. enable.auto.commit=true
- C. retries=2147483647max.in.flight.requests.per.connection=1enable.idempotence=true
- D. retries=0max.in.flight.requests.per.connection=5enable.idempotence=true
Correct Answer: C 🗳️
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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.log.enable=true
- B. errors.log.include.messages=true
- C. errors.tolerance=none
- D. errors.deadletterqueue.topic.name=DLQ-Topic
- E. errors.tolerance=all
- F. errors.deadletterqueue.context.headers.enable=true
Correct Answer: D,E,F 🗳️
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