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: Kafka Streams | 20-25% | - Interactive Queries - Windowed Operations (Tumbling, Hopping, Session) - Streams Architecture and Topology - State Stores and Processors - Exactly-Once Processing - Transformation Operations (map, filter, join, aggregate) - Testing Kafka Streams Applications |
| Topic 2: Kafka Connect | 10-15% | - Offset Management in Connect - Connector Configuration - Connect Architecture (Workers, Connectors, Tasks) - Converters and Transforms - Single Message Transformations (SMT) - Source and Sink Connectors |
| Topic 3: Security | 5-10% | - Authorization (ACLs) - Securing Schema Registry - Authentication (SASL, SSL/TLS) - Encryption in Transit |
| Topic 4: Developing with Kafka Consumers | 15-20% | - Multi-threaded Consumers - Offset Management - Consumer Groups and Rebalancing - Consumer Configuration and Tuning - Consumer Interceptors - Deserialization - Commit Strategies (Auto, Manual, Cooperative) |
| Topic 5: Monitoring and Operations | 5-10% | - Cross-region Replication - Consumer Lag and Health Checks - Kafka Metrics and Monitoring - Disaster Recovery - Log Compaction |
| Topic 6: Kafka Fundamentals | 10-15% | - Producer and Consumer Basics - Topics, Partitions, and Offsets - Brokers and Clusters - Log Segments and Retention - Replication Factor and ISR |
| Topic 7: Installing and Configuring Kafka | 5-10% | - ZooKeeper vs KRaft Mode - Partition Assignment Strategies - Broker Configuration Parameters - Topic Creation and Configuration |
| Topic 8: Developing with Kafka Producers | 15-20% | - Error Handling and Retry Logic - Producer Configuration and Tuning - Serialization (JSON, Avro, Protobuf) - Idempotent Producers - Partitioning Strategies - Producer Interceptors - Exactly-Once Semantics |
| Topic 9: Schema Management | 5-10% | - Schema Registry Architecture - Schema Registration and Retrieval - Protobuf and JSON Schemas - Schema Evolution and Compatibility - Avro Schemas |
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 that producer.send() returned a RecordMetadata object and is not null.
- B. Check the value of ProducerRecord.status().
- C. Surround the call of producer.send() with a try/catch block to catch KafkaException.
- D. Use a callback argument in producer.send() where you check delivery status.
Correct Answer: C,D 🗳️
Explanation: Only visible for Actual4dump members. You can sign-up / login (it's free).
(Your application consumes from a topic configured with a deserializer.
You want the application to be resilient to badly formatted records (poison pills).
You surround the poll() call with a try/catch block for RecordDeserializationException.
You need to log the bad record, skip it, and continue processing other records.
Which action should you take in the catch block?)
- A. Log the bad record; no other action is needed.
- 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 and call consumer.skip() method.
Correct Answer: C 🗳️
Explanation: Only visible for Actual4dump members. You can sign-up / login (it's free).
(You are configuring a source connector that writes records to an Orders topic.
You need to send some of the records to a different topic.
Which Single Message Transform (SMT) is best suited for this requirement?)
- A. HeaderFrom
- B. RegexRouter
- C. TombstoneHandler
- D. InsertField
Correct Answer: B 🗳️
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Where are source connector offsets stored?
- A. storage.offset.topic
- B. offset.storage.topic
- C. offset, storage, partitions
- D. topic.offset.config
Correct Answer: B 🗳️
Explanation: Only visible for Actual4dump members. You can sign-up / login (it's free).
You are building a system for a retail store selling products to customers.
Which three datasets should you model as a GlobalKTable?
(Select three.)
- A. Customer profile information
- B. Catalog of products
- C. Log of payment transactions
- D. All purchases at a retail store occurring in real time
- E. Inventory of products at a warehouse
Correct Answer: A,B,E 🗳️
Explanation: Only visible for Actual4dump members. You can sign-up / login (it's free).
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