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Confluent CCDAK Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Application Testing | 8% | - Unit testing producers and consumers - Mocking and test utilities - Integration testing and test clusters |
| Apache Kafka Fundamentals | 23% | - Kafka architecture and data flow - Delivery semantics: at-most-once, at-least-once, exactly-once - Core concepts: brokers, topics, partitions, replicas, offsets - Configuration basics and cluster setup |
| Apache Kafka Application Development | 28% | - Schema management: Confluent Schema Registry, compatibility rules, evolution - Transactional messaging and idempotence - Consumer API: configuration, offset management, consumer groups, rebalancing - Producer API: configuration, serialization, partitioning, error handling |
| Application Observability | 13% | - Error diagnosis and troubleshooting - Tracing and performance tuning - Logging and monitoring metrics |
| Kafka Connect | 15% | - Source and sink connectors configuration - Data transformation and integration patterns - Connect architecture: workers, connectors, tasks, converters |
| Apache Kafka Streams | 12% | - Stream processing operations: map, filter, join, aggregation - Error handling and state management - Windowing and time semantics - Streams API concepts: topology, processors, state stores |
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:
This schema excerpt is an example of which schema format?
package com.mycorp.mynamespace;
message SampleRecord {
int32 Stock = 1;
double Price = 2;
string Product_Name = 3;
}
- A. JSON Schema
- B. Protobuf
- C. Avro
- D. YAML
Correct Answer: B 🗳️
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You are sending messages to a Kafka cluster in JSON format and want to add more information related to each message:
Format of the message payload
Message creation time
A globally unique identifier that allows the message to be traced through the systemWhere should this additional information be set?
- A. Value
- B. Key
- C. Header
- D. Broker
Correct Answer: C 🗳️
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(You want to read messages from all partitions of a topic in every consumer instance of your application.
How do you do this?)
- A. Use the assign() method with the topic name as argument.
- B. Use the subscribe() method with a regular expression argument.
- C. Use the assign() method using all topic-partitions of the topic as argument.
- D. Use the subscribe() method with an empty consumer group name configuration.
Correct Answer: C 🗳️
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(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. TombstoneHandler
- B. InsertField
- C. HeaderFrom
- D. RegexRouter
Correct Answer: D 🗳️
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Which configuration allows more time for the consumer poll to process records?
- A. session.timeout.ms
- B. heartbeat.interval.ms
- C. max.poll.interval.ms
- D. fetch.max.wait.ms
Correct Answer: C 🗳️
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