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Confluent CCDAK Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Application Testing	8%	- Unit testing producers and consumers - Mocking and test utilities - Integration testing and test clusters
Topic 2: Application Observability	13%	- Logging and monitoring metrics - Error diagnosis and troubleshooting - Tracing and performance tuning
Topic 3: Apache Kafka Streams	12%	- Streams API concepts: topology, processors, state stores - Windowing and time semantics - Error handling and state management - Stream processing operations: map, filter, join, aggregation
Topic 4: Apache Kafka Application Development	28%	- Transactional messaging and idempotence - Producer API: configuration, serialization, partitioning, error handling - Consumer API: configuration, offset management, consumer groups, rebalancing - Schema management: Confluent Schema Registry, compatibility rules, evolution
Topic 5: Kafka Connect	15%	- Source and sink connectors configuration - Data transformation and integration patterns - Connect architecture: workers, connectors, tasks, converters
Topic 6: Apache Kafka Fundamentals	23%	- Kafka architecture and data flow - Delivery semantics: at-most-once, at-least-once, exactly-once - Core concepts: brokers, topics, partitions, replicas, offsets - Configuration basics and cluster setup

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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q90-Q95):

NEW QUESTION # 90
What is a generic unique id that I can use for messages I receive from a consumer?

A. topic + timestamp
B. topic + partition + timestamp
C. topic + partition + offset

Answer: C

Explanation:
(Topic,Partition,Offset) uniquely identifies a message in Kafka

NEW QUESTION # 91
If you enable an SSL endpoint in Kafka, what feature of Kafka will be lost?

A. Cross-cluster mirroring
B. Support for Avro format
C. Exactly-once delivery
D. Zero copy

Answer: D

Explanation:
With SSL, messages will need to be encrypted and decrypted, by being first loaded into the JVM, so you lose the zero copy optimization. See more information herehttps://twitter.com/ijuma/status/1161303431501324293?s=09

NEW QUESTION # 92
You are building a consumer application that processes events from a Kafka topic. What is the most important metric to monitor to ensure real-time processing?

A. records-lag-max
B. UnderReplicatedPartitions
C. MessagesInPerSec
D. BytesInPerSec

Answer: A

Explanation:
This metric shows the current lag (number of messages behind the broker)

NEW QUESTION # 93
What is true about replicas ?

A. Produce and consume requests are load-balanced between Leader and Follower replicas
B. Follower replica handles all consume requests
C. Leader replica handles all produce and consume requests
D. Produce requests can be done to the replicas that are followers

Answer: C

Explanation:
Replicas are passive - they don't handle produce or consume request. Produce and consume requests get sent to the node hosting partition leader.

NEW QUESTION # 94
Select all the way for one consumer to subscribe simultaneously to the following topics - topic.history, topic.
sports, topic.politics? (select two)

A. consumer.subscribePrefix("topic.");
B. consumer.subscribe(Pattern.compile("topic\..*"));
C. consumer.subscribe("topic.history"); consumer.subscribe("topic.sports"); consumer.subscribe("topic.
politics");
D. consumer.subscribe(Arrays.asList("topic.history", "topic.sports", "topic.politics"));

Answer: B,D

Explanation:
Multiple topics can be passed as a list or regex pattern.

NEW QUESTION # 95
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