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Confluent CCDAK Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Apache Kafka Fundamentals | 23% | - Configuration basics and cluster setup - Kafka architecture and data flow - Delivery semantics: at-most-once, at-least-once, exactly-once - Core concepts: brokers, topics, partitions, replicas, offsets |
| Apache Kafka Streams | 12% | - Streams API concepts: topology, processors, state stores - Stream processing operations: map, filter, join, aggregation - Error handling and state management - Windowing and time semantics |
| Kafka Connect | 15% | - Connect architecture: workers, connectors, tasks, converters - Source and sink connectors configuration - Data transformation and integration patterns |
| Application Testing | 8% | - Mocking and test utilities - Integration testing and test clusters - Unit testing producers and consumers |
| Application Observability | 13% | - Tracing and performance tuning - Logging and monitoring metrics - Error diagnosis and troubleshooting |
| Apache Kafka Application Development | 28% | - Producer API: configuration, serialization, partitioning, error handling - Transactional messaging and idempotence - Schema management: Confluent Schema Registry, compatibility rules, evolution - Consumer API: configuration, offset management, consumer groups, rebalancing |
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:
Kafka producers can batch messages going to the same partition.
Which statement is correct about producer batching?
- A. Producers can only batch messages of the same size.
- B. Producers can include multiple batches in a single request to a broker.
- C. Two or more broker failures will automatically disable batching on the producer.
- D. Producers have a separate background thread for each batch.
Correct Answer: B 🗳️
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Where are source connector offsets stored?
- A. offset, storage, partitions
- B. storage.offset.topic
- C. topic.offset.config
- D. offset.storage.topic
Correct Answer: D 🗳️
Explanation: Only visible for Pass4sureCert members. You can sign-up / login (it's free).
Your Kafka cluster has five brokers. The topic t1 on the cluster has:
Two partitions
Replication factor = 4
min.insync.replicas = 3You need strong durability guarantees for messages written to topic t1.You configure a producer acks=all and all the replicas for t1 are in-sync.How many brokers need to acknowledge a message before it is considered committed?
- A. 4
- B. 2
- C. 3
- D. 5
Correct Answer: C 🗳️
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Which statement describes the storage location for a sink connector's offsets?
- A. The topic specified in the offsets.storage.topic configuration parameter
- B. In a file specified by the offset.storage.file.filename configuration parameter
- C. In memory which is then periodically flushed to a RocksDB instance
- D. The __consumer_offsets topic, like any other consumer
Correct Answer: D 🗳️
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(You are designing a stream pipeline to monitor the real-time location of GPS trackers, where historical location data is not required.
Each event has:
* Key: trackerId
* Value: latitude, longitude
You need to ensure that the latest location for each tracker is always retained in the Kafka topic.
Which topic configuration parameter should you set?)
- A. cleanup.policy=compact
- B. min.cleanable.dirty.ratio=-1
- C. retention.ms=infinite
- D. retention.ms=0
Correct Answer: A 🗳️
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