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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Big Data Offline Batch Processing Scenario-Based Solution | 25% | - Offline Batch Processing Framework (HDFS, Hive, SparkSQL) - Batch Processing Case Studies - Data Collection Tools (Loader, Sqoop, Kettle) |
| Topic 2: Big Data Application Development Overall Guide | 15% | - Mainstream Big Data Technologies - Big Data Application Development Concepts - Big Data Scenario-Based Solutions |
| Topic 3: Big Data Real-Time Retrieval Scenario-Based Solution | 30% | - Distributed Retrieval Technologies (HBase, Elasticsearch, GES) - Real-Time Retrieval Case Studies |
| Topic 4: Big Data Real-Time Stream Computing Scenario-Based Solution | 30% | - Stream Processing Configuration and Cases - Real-Time Stream Processing Components (Flume, Kafka, Flink, SparkStreaming, Redis) |
1. HDFSThe system time of the node where the client is located is the same as theFusionInsight HDThe system time of the cluster should be maintained Consistent, if there is a time difference, then the time difference should be less than a few minutes?
A) 30
B) 20
C) 10
D) 5
2. Fusioninsight HDin useStreamingofA, CKWhich of the following statements is true of? (multiple choice)
A) The application needs to be inspoutoffail() interface method to implement message resend logic.
B) AckerThe message that will identify the processing timeout or processing failure isfail.
C) fromspoutstarted, formedTupleFailure of any link in the tree will mark the entire tree as failed.
D) enabledAckerLater,StreamingIt will identify the failure to sendTupleAnd automatically resend, no need for human intervention pre.
3. Flumesupport real-time data collection source Which is the type?
Taildir Log4jJMSThrift 12.FusionInsight HDofHive, user-definedUDFcan andHiveBuilt-inUDFrepeat name, In this case, the user-definedUDF.
A) True
B) False
4. Which of the following methods can generateDStreamobject?
A) StreamingContext.fileStream(...)
B) KafkaUtils.createDirectStream(...)
C) KafkaUtils.createStream(...)
D) StreamingContext.socketStream
5. existSpark, which of the following statements about broadcast variables is correct? (multiple choice)
A) broadcast variable in eachExecutorsave a copy
B) broadcast variable viaSparkContext.broadcast) method to generate
C) Broadcast variables are read-only
D) broadcast variable in eachTasksave a copy
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A,C,D | Question # 3 Answer: B | Question # 4 Answer: A,B,C,D | Question # 5 Answer: A,B,C |
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