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Confluent Certified Developer for Apache Kafka Certification Examination : CCDAK
- Exam Code: Confluent
- Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
- Updated: Sep 22, 2026
- Q & A: 92 Questions and Answers
About Confluent Certified Developer for Apache Kafka Certification Examination : Confluent Exam
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Confluent CCDAK Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Developing with Kafka Consumers | 15-20% | - Consumer Groups and Rebalancing - Consumer Configuration and Tuning - Deserialization - Multi-threaded Consumers - Commit Strategies (Auto, Manual, Cooperative) - Consumer Interceptors - Offset Management |
| Topic 2: Security | 5-10% | - Securing Schema Registry - Encryption in Transit - Authentication (SASL, SSL/TLS) - Authorization (ACLs) |
| Topic 3: Kafka Fundamentals | 10-15% | - Brokers and Clusters - Producer and Consumer Basics - Log Segments and Retention - Topics, Partitions, and Offsets - Replication Factor and ISR |
| Topic 4: Schema Management | 5-10% | - Schema Registration and Retrieval - Schema Evolution and Compatibility - Schema Registry Architecture - Avro Schemas - Protobuf and JSON Schemas |
| Topic 5: Kafka Streams | 20-25% | - Testing Kafka Streams Applications - Streams Architecture and Topology - Windowed Operations (Tumbling, Hopping, Session) - Exactly-Once Processing - Interactive Queries - Transformation Operations (map, filter, join, aggregate) - State Stores and Processors |
| Topic 6: Developing with Kafka Producers | 15-20% | - Producer Configuration and Tuning - Producer Interceptors - Idempotent Producers - Error Handling and Retry Logic - Exactly-Once Semantics - Partitioning Strategies - Serialization (JSON, Avro, Protobuf) |
| Topic 7: Monitoring and Operations | 5-10% | - Consumer Lag and Health Checks - Log Compaction - Cross-region Replication - Kafka Metrics and Monitoring - Disaster Recovery |
| Topic 8: Kafka Connect | 10-15% | - Connect Architecture (Workers, Connectors, Tasks) - Single Message Transformations (SMT) - Offset Management in Connect - Converters and Transforms - Source and Sink Connectors - Connector Configuration |
| Topic 9: Installing and Configuring Kafka | 5-10% | - Broker Configuration Parameters - Topic Creation and Configuration - ZooKeeper vs KRaft Mode - Partition Assignment Strategies |
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:
Question #1
(A consumer application runs once every two weeks and reads from a Kafka topic.
The last time the application ran, the last offset processed was 217.
The application is configured with auto.offset.reset=latest.
The current offsets in the topic start at 318 and end at 588.
Which offset will the application start reading from when it starts up for its next run?)
- A. 589
- B. 218
- C. 318
- D. 0
Correct Answer: A 🗳️
Explanation: Only visible for DumpsTests members. You can sign-up / login (it's free).
Question #2
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. YAML
- D. Avro
Correct Answer: B 🗳️
Explanation: Only visible for DumpsTests members. You can sign-up / login (it's free).
Question #3
The producer code below features a Callback class with a method called onCompletion().
When will the onCompletion() method be invoked?
- A. When a consumer sends an acknowledgement to the producer
- B. When the producer receives the acknowledgment from the broker
- C. When the producer puts the message into its socket buffer
- D. When the producer batches the message
Correct Answer: B 🗳️
Explanation: Only visible for DumpsTests members. You can sign-up / login (it's free).
Question #4
(You are implementing a Kafka Streams application to process financial transactions.
Each transaction must be processed exactly once to ensure accuracy.
The application reads from an input topic, performs computations, and writes results to an output topic.
During testing, you notice duplicate entries in the output topic, which violates the exactly-once processing requirement.
You need to ensure exactly-once semantics (EOS) for this Kafka Streams application.
Which step should you take?)
- A. Set enable.idempotence=true in the internal producer configuration of the Kafka Streams application.
- B. Set enable.exactly_once=true in the Kafka Streams configuration.
- C. Enable compaction on the output topic to handle duplicates.
- D. Set processing.guarantee=exactly_once_v2 in the Kafka Streams configuration.
Correct Answer: D 🗳️
Explanation: Only visible for DumpsTests members. You can sign-up / login (it's free).
Question #5
Where are source connector offsets stored?
- A. offset.storage.topic
- B. offset, storage, partitions
- C. topic.offset.config
- D. storage.offset.topic
Correct Answer: A 🗳️
Explanation: Only visible for DumpsTests members. You can sign-up / login (it's free).
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