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Confluent CCDAK Exam Syllabus Topics:

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

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. Which two statements are correct when assigning partitions to the consumers in a consumer group using the assign() API?
(Select two.)

A) The consumer chooses which partition to read without any assignment from brokers.
B) The consumer group will not be rebalanced if a consumer leaves the group.
C) All topics must have the same number of partitions to use assign() API.
D) It is mandatory to subscribe to a topic before calling assign() to assign partitions.


2. You have a Kafka consumer in production actively reading from a critical topic.
You need to update the offset of your consumer to start reading from the beginning of the topic.
Which action should you take?

A) Start a new consumer application with the same consumer group id.
B) Update the consumer configuration by setting auto.offset.reset=earliest.
C) Update the consumer group's offset to the earliest position using the kafka-consumer-groups CLI tool.
D) Temporarily configure the topic's retention.ms parameter to 0 to empty the topic.


3. (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) Log the bad record and seek the consumer to the offset of the next record.
C) Log the bad record and call consumer.skip() method.
D) Throw a runtime exception to trigger a restart of the application.


4. (You deploy a Kafka Streams application with five application instances.
Kafka Streams stores application metadata using internal topics.
Auto-topic creation is disabled in the Kafka cluster.
Which statement about this scenario is true?)

A) The application will be on hold until internal topics are created manually.
B) The application will continue to work and internal topics will be created, even if auto-topic creation is disabled.
C) The application will terminate with a non-retriable exception.
D) The application will work, but application metadata will not be stored.


5. You use Kafka Connect with the JDBC source connector to extract data from a large database and push it into Kafka.
The database contains tens of tables, and the current connector is unable to process the data fast enough.
You add more Kafka Connect workers, but throughput doesn't improve.
What should you do next?

A) Increase the number of Kafka partitions for the topics.
B) Modify the database schemas to enable horizontal sharding.
C) Increase the value of the connector's property tasks.max.
D) Add more Kafka brokers to the cluster.


Solutions:

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

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