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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. 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) Update the consumer configuration by setting auto.offset.reset=earliest.
B) Start a new consumer application with the same consumer group id.
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.

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

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

3. This schema excerpt is an example of which schema format?
package com.mycorp.mynamespace;
message SampleRecord {
int32 Stock = 1;
double Price = 2;
string Product_Name = 3;
}

A) YAML
B) Protobuf
C) JSON Schema
D) Avro

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

5. (You need to set alerts on key broker metrics to trigger notifications when a Kafka cluster is unhealthy.
What are three minimum broker metrics to monitor for cluster health?
Select three.)

A) kafka.controller:type=KafkaController,name=OfflinePartitionsCount
B) kafka.controller:type=KafkaController,name=LastCommittedRecordOffset
C) kafka.controller:type=ControllerStats,name=UncleanLeaderElectionsPerSec
D) kafka.controller:type=KafkaController,name=TopicsToDeleteCount
E) kafka.controller:type=KafkaController,name=ActiveControllerCount

Solutions: