Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
Certification Provider: Confluent
Corresponding Certification: Confluent Certified Developer
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Confluent CCDAK Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Schema Management | 5-10% | - Avro Schemas - Protobuf and JSON Schemas - Schema Registry Architecture - Schema Registration and Retrieval - Schema Evolution and Compatibility |
| Topic 2: Developing with Kafka Producers | 15-20% | - Exactly-Once Semantics - Producer Interceptors - Producer Configuration and Tuning - Error Handling and Retry Logic - Serialization (JSON, Avro, Protobuf) - Partitioning Strategies - Idempotent Producers |
| Topic 3: Installing and Configuring Kafka | 5-10% | - Partition Assignment Strategies - Broker Configuration Parameters - ZooKeeper vs KRaft Mode - Topic Creation and Configuration |
| Topic 4: Monitoring and Operations | 5-10% | - Log Compaction - Cross-region Replication - Consumer Lag and Health Checks - Kafka Metrics and Monitoring - Disaster Recovery |
| Topic 5: Kafka Streams | 20-25% | - Exactly-Once Processing - Testing Kafka Streams Applications - Windowed Operations (Tumbling, Hopping, Session) - Streams Architecture and Topology - Interactive Queries - Transformation Operations (map, filter, join, aggregate) - State Stores and Processors |
| Topic 6: Security | 5-10% | - Authorization (ACLs) - Encryption in Transit - Securing Schema Registry - Authentication (SASL, SSL/TLS) |
| Topic 7: Kafka Fundamentals | 10-15% | - Topics, Partitions, and Offsets - Replication Factor and ISR - Brokers and Clusters - Producer and Consumer Basics - Log Segments and Retention |
| Topic 8: Kafka Connect | 10-15% | - Converters and Transforms - Offset Management in Connect - Connector Configuration - Connect Architecture (Workers, Connectors, Tasks) - Single Message Transformations (SMT) - Source and Sink Connectors |
| Topic 9: Developing with Kafka Consumers | 15-20% | - Multi-threaded Consumers - Consumer Groups and Rebalancing - Deserialization - Consumer Configuration and Tuning - Offset Management - Consumer Interceptors - Commit Strategies (Auto, Manual, Cooperative) |
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:
(You are developing a Kafka Streams application with a complex topology that has multiple sources, processors, sinks, and sub-topologies.
You are working in a development environment and do not have access to a real Kafka cluster or topics.
You need to perform unit testing on your Kafka Streams application.
Which should you use?)
- A. KafkaUnitTestDriver
- B. TopologyTestDriver
- C. TestProducer, TestConsumer
- D. MockProducer, MockConsumer
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(You are developing a Java application that includes a Kafka consumer.
You need to integrate Kafka client logs with your own application logs.
Your application is using the Log4j2 logging framework.
Which Java library dependency must you include in your project?)
- A. SLF4J implementation for Log4j2 (org.apache.logging.log4j:log4j-slf4j-impl)
- B. None, the correct dependency will be added transitively by the Kafka client
- C. Just the Log4j2 dependency of the application
- D. SLF4J implementation for Log4j 1.2 (org.slf4j:slf4j-log4j12)
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(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. Make no change; there is no way to isolate connector logs.
- B. Change the log level to DEBUG to include connector context information.
- C. Modify the log4j.properties file to enable connector context.
- D. Modify the log4j.properties file to add a dedicated log appender for the connector.
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Your application is consuming from a topic configured with a deserializer.
It needs to be resilient to badly formatted records ("poison pills"). You surround the poll() call with a try/catch for RecordDeserializationException.
You need to log the bad record, skip it, and continue processing.
Which action should you take in the catch block?
- A. Log the bad record and call the consumer.skip() method.
- B. Throw a runtime exception to trigger a restart of the application.
- C. Log the bad record and seek the consumer to the offset of the next record.
- D. Log the bad record, no other action needed.
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You create a topic named loT-Data with 10 partitions and replication factor of three.
A producer sends 1 MB messages compressed with Gzip.
Which two statements are true in this scenario?
(Select two.)
- A. All compressed messages will be stored in the same topic partition.
- B. The message is already compressed so it will not be serialized.
- C. Compression type will be stored in batch attributes.
- D. By default, compression is the producer's responsibility.
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