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Certification CCDAK Torrent & CCDAK Latest Test Camp

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Certification CCDAK Torrent & CCDAK Latest Test Camp

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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q95-Q100):NEW QUESTION # 95
Your streams application is reading from an input topic that has 5 partitions. You run 5 instances of your application, each with num.streams.threads set to 5. How many stream tasks will be created and how many will be active?
  • A. 25 created, 5 active
  • B. 5 created, 5 active
  • C. 5 created, 1 active
  • D. 25 created, 25 active
Answer: A
Explanation:
One partition is assigned a thread, so only 5 will be active, and 25 threads (i.e. tasks) will be created

NEW QUESTION # 96
In Avro, adding a field to a record without default is a __ schema evolution
  • A. forward
  • B. breaking
  • C. full
  • D. backward
Answer: A
Explanation:
Clients with old schema will be able to read records saved with new schema.

NEW QUESTION # 97
An application is consuming messages from Kafka.
The application logs show that partitions are frequently being reassigned within the consumer group.
Which two factors may be contributing to this?
(Select two.)
  • A. There is a storage issue on the broker.
  • B. The number of partitions does not match the number of application instances.
  • C. An instance of the application is crashing and being restarted.
  • D. There is a slow consumer processing application.
Answer: C,D
Explanation:
Frequentrebalancesin a consumer group occur when:
* Consumers are too slowand miss heartbeats (A), or
* Instances crash or restart, triggering group membership changes (D)
FromKafka Consumer Group Coordination Docs:
"If a consumer fails to send a heartbeat in time (due to slowness or crash), it is removed from the group, causing a rebalance." Option B (partition mismatch) affectsload balancing, not rebalance frequency.
Option C (broker storage) doesn't trigger consumer rebalances.
Reference:Kafka Consumer Group Coordination and Heartbeats

NEW QUESTION # 98
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: D
Explanation:
Two brokers can go down, and one replica will still be able to receive and serve data

NEW QUESTION # 99
Kafka producers can batch messages going to the same partition.
Which statement is correct about producer batching?
  • A. Producers have a separate background thread for each batch.
  • B. Producers can only batch messages of the same size.
  • C. Producers can include multiple batches in a single request to a broker.
  • D. Two or more broker failures will automatically disable batching on the producer.
Answer: C
Explanation:
Kafka producers can group messages destined fordifferent partitionsintoseparate batches, and send multiple batches in one requestto optimize network usage.
FromKafka Producer Internals:
"The producer maintains buffers (batches) for each partition and can send multiple of these batches together in a single request to the broker."
* Message size is not a constraint for batching (A is false).
* Broker failures don't disable batching (B is false).
* There isno separate thread per batch(C is false).
Reference:Kafka Producer Architecture and Internals

NEW QUESTION # 100
......
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