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Confluent CCDAK Exam Syllabus Topics:

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. You are working on a Kafka cluster with three nodes. You create a topic named orders with:
replication.factor = 3
min.insync.replicas = 2
acks = allWhat exception will be generated if two brokers are down due to network delay?

A) NotCoordinatorException
B) NetworkException
C) NotLeaderForPartitionException
D) NotEnoughReplicasException

2. What is accomplished by producing data to a topic with a message key?

A) Kafka brokers allow you to add more partitions to a given topic, without impacting the data flow for existing keys.
B) Messages with the same key are routed to a deterministically selected partition, enabling order guarantees within that partition.
C) It provides a mechanism for encrypting messages at the partition level to ensure secure data transmission.
D) Consumers can filter messages in real time based on the message key without processing unrelated messages.

3. (You are writing to a Kafka topic with producer configuration acks=all.
The producer receives acknowledgements from the broker but still creates duplicate messages due to network timeouts and retries.
You need to ensure that duplicate messages are not created.
Which producer configuration should you set?)

A) retries=0max.in.flight.requests.per.connection=5enable.idempotence=true
B) retries=2147483647max.in.flight.requests.per.connection=1enable.idempotence=true
C) enable.auto.commit=true
D) retries=2147483647max.in.flight.requests.per.connection=5enable.idempotence=false

4. You create a topic named stream-logs with:
A replication factor of 3
Four partitions
Messages that are plain logs without a keyHow will messages be distributed across partitions?

A) The first message will always be written to partition 0.
B) All messages will be written to the same log segment.
C) Messages will be distributed round-robin among all the topic partitions.
D) Messages will be distributed among all the topic partitions with strict ordering.

5. The producer code below features a Callback class with a method called onCompletion().
When will the onCompletion() method be invoked?

A) When the producer batches the message
B) When a consumer sends an acknowledgement to the producer
C) When the producer receives the acknowledgment from the broker
D) When the producer puts the message into its socket buffer

Solutions: