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Confluent CCDAK Exam Syllabus Topics:

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

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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q84-Q89):

NEW QUESTION # 84
There are 3 producers writing to a topic with 5 partitions. There are 5 consumers consuming from the topic. How many Controllers will be present in the cluster?

A. 0
B. 1
C. 2
D. 3

Answer: D

Explanation:
There is only one controller in a cluster at all times.

NEW QUESTION # 85
In Kafka, every broker... (select three)

A. knows all the metadata for all topics and partitions
B. contains only a subset of the topics and the partitions
C. is a bootstrap broker
D. contains all the topics and all the partitions
E. is a controller
F. knows the metadata for the topics and partitions it has on its disk

Answer: A,B,C

Explanation:
Kafka topics are divided into partitions and spread across brokers. Each brokers knows about all the metadata and each broker is a bootstrap broker, but only one of them is elected controller

NEW QUESTION # 86
A kafka topic has a replication factor of 3 and min.insync.replicas setting of 1. What is the maximum number of brokers that can be down so that a producer with acks=all can still produce to the topic?

A. 0
B. 1
C. 2
D. 3

Answer: C

Explanation:
Two brokers can go down, and one replica will still be able to receive and serve data

NEW QUESTION # 87
You need to consume messages from Kafka using the command-line interface (CLI).
Which command should you use?

A. kafka-console-consumer
B. kafka-consume
C. kafka-get-messages
D. kafka-consumer

Answer: A

Explanation:
The official CLI utility for consuming messages from Kafka topics is kafka-console-consumer.sh. It connects to the broker, consumes messages, and prints them to standard output.
FromKafka CLI Tools Documentation:
"kafka-console-consumer.sh is used to read data from a Kafka topic and write it to standard output." The other options are not valid Kafka CLI tools.
Reference:Apache Kafka Documentation > kafka-console-consumer.sh

NEW QUESTION # 88
What does producing data to a topic with a message key allow?

A. Consumers to subscribe to a message with a specific key
B. Producers to add extra metadata with the message
C. Messages to be secured with encryption
D. Messages to have a strategy for partition assignment

Answer: D

NEW QUESTION # 89
......

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