Confluent CCDAK Q&A - in .pdf

  • CCDAK pdf
  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Aug 14, 2026
  • Q & A: 92 Questions and Answers
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Confluent CCDAK Q&A - Testing Engine

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  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Aug 14, 2026
  • Q & A: 92 Questions and Answers
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Confluent CCDAK Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Installing and Configuring Kafka5-10%- ZooKeeper vs KRaft Mode
- Topic Creation and Configuration
- Broker Configuration Parameters
- Partition Assignment Strategies
Topic 2: Monitoring and Operations5-10%- Consumer Lag and Health Checks
- Kafka Metrics and Monitoring
- Log Compaction
- Disaster Recovery
- Cross-region Replication
Topic 3: Kafka Connect10-15%- Connect Architecture (Workers, Connectors, Tasks)
- Offset Management in Connect
- Connector Configuration
- Single Message Transformations (SMT)
- Converters and Transforms
- Source and Sink Connectors
Topic 4: Security5-10%- Authentication (SASL, SSL/TLS)
- Authorization (ACLs)
- Encryption in Transit
- Securing Schema Registry
Topic 5: Kafka Fundamentals10-15%- Topics, Partitions, and Offsets
- Log Segments and Retention
- Replication Factor and ISR
- Brokers and Clusters
- Producer and Consumer Basics
Topic 6: Developing with Kafka Producers15-20%- Idempotent Producers
- Exactly-Once Semantics
- Producer Interceptors
- Partitioning Strategies
- Serialization (JSON, Avro, Protobuf)
- Error Handling and Retry Logic
- Producer Configuration and Tuning
Topic 7: Kafka Streams20-25%- Windowed Operations (Tumbling, Hopping, Session)
- State Stores and Processors
- Exactly-Once Processing
- Testing Kafka Streams Applications
- Interactive Queries
- Streams Architecture and Topology
- Transformation Operations (map, filter, join, aggregate)
Topic 8: Developing with Kafka Consumers15-20%- Consumer Groups and Rebalancing
- Consumer Interceptors
- Multi-threaded Consumers
- Offset Management
- Consumer Configuration and Tuning
- Deserialization
- Commit Strategies (Auto, Manual, Cooperative)
Topic 9: Schema Management5-10%- Schema Evolution and Compatibility
- Avro Schemas
- Protobuf and JSON Schemas
- Schema Registration and Retrieval
- Schema Registry Architecture

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. 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) Compression type will be stored in batch attributes.
B) The message is already compressed so it will not be serialized.
C) By default, compression is the producer's responsibility.
D) All compressed messages will be stored in the same topic partition.


2. (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) TombstoneHandler
C) InsertField
D) RegexRouter


3. (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) MockProducer, MockConsumer
D) TestProducer, TestConsumer


4. (Which configuration is valid for deploying a JDBC Source Connector to read all rows from the orders table and write them to the dbl-orders topic?)

A) {"name": "jdbc-source","connector.class": "io.confluent.connect.jdbc.JdbcSourceConnector","tasks.
max": "1","connection.url": "jdbc:mysql://mysql:3306/dbl?user=user&password=pas","topic.prefix":
"dbl-","table.whitelist": "orders"}
B) {"name": "jdbc-source","connector.class": "io.confluent.connect.jdbc.DdbcSourceConnector","tasks.
max": "1","connection.url": "jdbc:mysql://mysql:3306/dbl?user=user&useAutoAuth=true","topic.
prefix": "dbl-","table.whitelist": "orders"}
C) {"name": "orders-connect","connector.class": "io.confluent.connect.jdbc.DdbcSourceConnector","tasks.
max": "1","connection.url": "jdbc:mysql://mysql:3306/dbl","topic.whitelist": "orders","auto.create":
"true"}
D) {"name": "dbl-orders","connector.class": "io.confluent.connect.jdbc.DdbcSourceConnector","tasks.
max": "1","connection.url": "jdbc:mysql://mysql:3306/dbl?user=user&password=pas","topic.prefix":
"dbl-","table.blacklist": "ord*"}


5. What is the default maximum size of a message the Apache Kafka broker can accept?

A) 5MB
B) 1MB
C) 2MB
D) 10MB


Solutions:

Question # 1
Answer: A,C
Question # 2
Answer: D
Question # 3
Answer: B
Question # 4
Answer: A
Question # 5
Answer: B

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