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CCDAK Test Registration, Valid CCDAK Exam Camp Pdf
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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q15-Q20):
NEW QUESTION # 15
Select the Kafka Streams joins that are always windowed joins.
- A. KStream-KStream join
- B. KTable-KTable join
- C. KStream-KTable join
- D. KStream-GlobalKTable
Answer: A
Explanation:
Seehttps://docs.confluent.io/current/streams/developer-guide/dsl-api.html#joining
NEW QUESTION # 16
What are two examples of performance metrics?
(Select two.)
- A. total-login-attempts
- B. Number of active users
- C. Time of last failed login
- D. incoming-byte-rate
- E. fetch-rate
- F. Number of active user sessions
Answer: D,E
Explanation:
fetch-rate: Measures how frequently consumers fetch data - critical for monitoring throughput.
incoming-byte-rate: Shows how much data is being written to the broker per second - a key producer-side metric.
From Kafka JMX Metrics Guide:
"fetch-rate, incoming-byte-rate, request-latency are key performance metrics for producers and consumers." B, C, E, and F are application-layer business metrics, not Kafka performance metrics.
Reference: Kafka Monitoring > JMX Metrics
NEW QUESTION # 17
How do you create a topic named test with 3 partitions and 3 replicas using the Kafka CLI?
- A. bin/kafka-topics.sh --create --bootstrap-server localhost:9092 --replication-factor 3 --partitions 3 --topic test
- B. bin/kafka-topics.sh --create --broker-list localhost:9092 --replication-factor 3 --partitions 3 --topic test
- C. bin/kafka-topics.sh --create --bootstrap-server localhost:2181 --replication-factor 3 --partitions 3 --topic test
- D. bin/kafka-topics-create.sh --zookeeper localhost:9092 --replication-factor 3 --partitions 3 --topic test
Answer: A
Explanation:
As of Kafka 2.3, the kafka-topics.sh command can take --bootstrap-server localhost:9092 as an argument.
You could also use the (now deprecated) option of --zookeeper localhost:2181.
NEW QUESTION # 18
You create a producer that writes messages about bank account transactions from tens of thousands of different customers into a topic.
Your consumers must process these messages with low latency and minimize consumer lag Processing takes ~6x longer than producing Transactions for each bank account must be processed in orderWhich strategy should you use?
- A. Use a unique identifier such as a universally unique identifier (UUID) as the message key.
- B. Use the bank account number found in the message as the message key.
- C. Use a combination of the bank account number and the transaction timestamp as the message key.
- D. Use the timestamp of the message's arrival as its key.
Answer: B
Explanation:
To maintain message ordering per bank account, the message key must be the account number. Kafka guarantees ordering per partition, and the partition is selected based on the hash of the key.
From Kafka Producer Docs:
"All records with the same key will be sent to the same partition, and Kafka preserves the order of records in a partition." Using account number ensures:
All messages for the same account go to the same partition
Order is maintained
Workload is evenly distributed if account keys are varied
Other options break ordering or introduce unnecessary randomness.
Reference: Kafka Producer Concepts > Partitions and Keys
NEW QUESTION # 19
A Zookeeper configuration has tickTime of 2000, initLimit of 20 and syncLimit of 5. What's the timeout value for followers to connect to Zookeeper?
- A. 10 sec
- B. 20 sec
- C. 40 sec
- D. 2000 ms
Answer: C
Explanation:
tick time is 2000 ms, and initLimit is the config taken into account when establishing a connection to Zookeeper, so the answer is 2000 * 20 = 40000 ms = 40s
NEW QUESTION # 20
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