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Confluent CCDAK Exam Syllabus Topics:

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

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

Question #1

(You are writing a producer application and need to ensure proper delivery.
You configure the producer with acks=all.
Which two actions should you take to ensure proper error handling?
Select two.)

  • A. Use a callback argument in producer.send() where you check delivery status.
  • B. Check the value of ProducerRecord.status().
  • C. Surround the call to producer.send() with a try/catch block to catch KafkaException.
  • D. Check that producer.send() returned a RecordMetadata object and is not null.
Reveal Solution  Discussion  0

Correct Answer: A,C  🗳️

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Question #2

Kafka producers can batch messages going to the same partition.
Which statement is correct about producer batching?

  • A. Producers have a separate background thread for each batch.
  • B. Producers can only batch messages of the same size.
  • C. Producers can include multiple batches in a single request to a broker.
  • D. Two or more broker failures will automatically disable batching on the producer.
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Correct Answer: C  🗳️

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Question #3

You are writing to a topic with acks=all.
The producer receives acknowledgments but you notice duplicate messages.
You find that timeouts due to network delay are causing resends.
Which configuration should you use to prevent duplicates?

  • A. retries=0max.in.flight.requests.per.connection=5enable.idempotence=true
  • B. enable.auto.commit=true
  • C. retries=2147483647max.in.flight.requests.per.connection=5enable.idempotence=true
  • D. retries=2147483647max.in.flight.requests.per.connection=1enable.idempotence=false
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Correct Answer: C  🗳️

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Question #4

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

  • A. 2MB
  • B. 1MB
  • C. 5MB
  • D. 10MB
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Correct Answer: B  🗳️

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Question #5

A producer is configured with the default partitioner. It is sending records to a topic that is configured with five partitions. The record does not contain any key.
What is the result of this?

  • A. An error will be raised and no record will be sent.
  • B. Records will be sent to partition 0.
  • C. Records will be dispatched among the available partitions.
  • D. Records will be sent to the least used partition.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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