Confluent CCDAK exam dumps - Confluent Certified Developer for Apache Kafka Certification Examination

Exam Code: CCDAK
Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
Updated: Sep 13, 2026 Q & A: 92 Questions and Answers

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Confluent CCDAK Exam Syllabus Topics:

Section	Objectives
Topic 1: Kafka Ecosystem and Confluent Platform	- Schema Registry 1. Avro, Protobuf, JSON Schema usage - ksqlDB and connectors 1. Kafka Connect basics 2. Stream querying concepts
Topic 2: Kafka Producers and Consumers	- Consumer API 1. Rebalancing and offset commits 2. Consumer groups - Producer API 1. Reliability and acknowledgments 2. Serialization and partitioning strategies
Topic 3: Kafka Streams and Processing	- Kafka Streams API 1. Stream processing fundamentals 2. Stateful vs stateless processing - Event processing patterns 1. Windowing and aggregation 2. Exactly-once semantics
Topic 4: Kafka Fundamentals	- Data flow in Kafka 1. Producer and consumer model 2. Offset management - Kafka architecture and core concepts 1. Replication and fault tolerance 2. Brokers, topics, partitions

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

Question #1

You need to collect logs from a host and write them to a Kafka topic named 'logs-topic'. You decide to use Kafka Connect File Source connector for this task.
What is the preferred deployment mode for this connector?

A. SingleCluster mode
B. Distributed mode
C. Parallel mode
D. Standalone mode

Reveal Solution Discussion 0

Correct Answer: D 🗳️

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Question #2

Match the testing tool with the type of test it is typically used to perform.

Reveal Solution Discussion 0

Correct Answer:

Explanation:
Unit Testing # MockProducer
Integration Testing # Testcontainers
Performance Testing # Trogdor
Mock Data Generation # Connect Datagen
MockProducer: Simulates a Kafka producer in unit tests (no real broker interaction).
Testcontainers: Spawns Kafka in Docker for real environment testing.
Trogdor: Kafka's built-in performance load testing framework.
Connect Datagen: Creates sample source records for test and demo purposes.
From Kafka Developer Tools Guide:
"Kafka developers commonly use MockProducer for unit tests, Testcontainers for integration, and Trogdor for performance tests." Reference: Kafka Testing and Tools Overview