Updated: Sep 02, 2025
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1. Spark Streaming, as a stream processing engine for micro-batch processing, converts the data of each time slice into a partition in an RDD for calculation.
A) False
B) True
2. Redis LIST data structure, which of the following scenarios is suitable for? (multiple choice)
A) Get the latest N data operations: for example, get the latest 10 comments on a Weibo
B) Simulate stack operation
C) Build a queue system, such as a message queue
D) uniq operation, for example, get the weight value of all data in a certain period of time
3. Which of the following descriptions about the characteristics of Kafka is correct? (multiple choice)
A) Kafka can achieve message persistence
B) Kafka is a high-throughput, distributed, publish-and-subscribe messaging system
C) Kafka is suitable for offline and online message consumption scenarios
D) Kafka can ensure that the messages in each Partition are in order
4. In FusionInsight HD, when using Streaming's ACK mechanism, which of the following statements are correct? (multiple choice)
A) The application needs to implement message retransmission logic in the fail() interface method of spout.
B) Starting from the spout, the failure of any link in the formed Tuple tree will mark the entire tree as a failure.
C) Acker will mark the processing timeout or processing failure message as fail.
D) After Acker is enabled, Streaming will identify the Tuple that failed to be sent and automatically resend it without human intervention.
5. In FusionInsight HD, regarding the partition function of Hive, what is wrong in the following description?
A) There can only be one partition field, and multi-level partitions cannot be created
B) The partition field can be used as the condition of the where clause
C) The partition field should be defined when the table is created
D) Using partitions can reduce the data scan range of certain queries, thereby improving query efficiency
Solutions:
Question # 1 Answer: B | Question # 2 Answer: A,B,C | Question # 3 Answer: A,B,C,D | Question # 4 Answer: A,B,C | Question # 5 Answer: A |
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