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Confluent Certified Developer for Apache Kafka (CCDAK) certification exam is a professional-level exam designed to test the skills and knowledge required to develop and deploy Kafka-based solutions. CCDAK Exam is intended for developers who are experienced in Apache Kafka and are seeking to validate their skills and knowledge with a recognized certification.

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The Confluent CCDAK exam consists of 60 multiple-choice questions that must be completed within 90 minutes. The questions are designed to assess your in-depth knowledge of Kafka and its ecosystem. CCDAK Exam is available in English, Japanese, and Chinese languages, and it can be taken online or in-person at a testing center.

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q37-Q42):

NEW QUESTION # 37
Which type of system best describes Apache Kafka? (Choose 2.)

A. Publish-subscribe messaging
B. FIFO
C. Distributed commit log
D. Leader-follower
E. Quorum based

Answer: A,C

NEW QUESTION # 38
There are two consumers C1 and C2 belonging to the same group G subscribed to topics T1 and T2. Each of the topics has 3 partitions. How will the partitions be assigned to consumers with Partition Assigner being Round Robin Assigner?

A. Two consumers cannot read from two topics at the same time
B. C1 will be assigned partitions 0 and 2 from T1 and partition 1 from T2. C2 will have partition 1 from T1 and partitions 0 and 2 from T2.
C. All consumers will read from all partitions
D. C1 will be assigned partitions 0 and 1 from T1 and T2, C2 will be assigned partition 2 from T1 and T2.

Answer: B

Explanation:
The correct option is the only one where the two consumers share an equal number of partitions amongst the two topics of three partitions. An interesting article to read ishttps://medium.com/@anyili0928/what-i-have-learned-from-kafka-partition-assignment-strategy-799fdf15d3ab

NEW QUESTION # 39
Which of the following errors are retriable from a producer perspective? (select two)

A. TOPIC_AUTHORIZATION_FAILED
B. NOT_LEADER_FOR_PARTITION
C. INVALID_REQUIRED_ACKS
D. MESSAGE_TOO_LARGE
E. NOT_ENOUGH_REPLICAS

Answer: B,E

Explanation:
Both of these are retriable errors, others non-retriable errors. See the full list of errors and their "retriable" status herehttps://kafka.apache.org/protocol#protocol_error_codes

NEW QUESTION # 40
Match the topic configuration setting with the reason the setting affects topic durability.
(You are given settings like unclean.leader.election.enable=false, replication.factor, min.insync.replicas=2)

Answer:

Explanation:

Explanation:
unclean.leader.election.enable=false # Prevents data loss by only considering in-sync replicas when rebalancing.
replication.factor # Specifies how many redundant copies of partitions are distributed across brokers.
min.insync.replicas=2 # Sets the standard for the number of partition instances that must keep up with the latest committed message.
unclean.leader.election.enable=false ensures that only in-sync replicas can be elected as leaders. If disabled, an out-of-sync replica may become leader, potentially leading to data loss.
replication.factor defines how many brokers will maintain copies of each partition, directly impacting durability and availability.
min.insync.replicas determines how many replicas must acknowledge a write when acks=all is used, enforcing write durability.
Reference: Apache Kafka Topic Configuration Documentation

NEW QUESTION # 41
To prevent network-induced duplicates when producing to Kafka, I should use

A. retries=200000
B. enable.idempotence=true
C. batch.size=1
D. max.in.flight.requests.per.connection=1

Answer: B

Explanation:
Producer idempotence helps prevent the network introduced duplicates. More details herehttps://cwiki.apache.org/confluence/display/KAFKA/Idempotent+Producer

NEW QUESTION # 42
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