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| Section | Weight | Objectives |
|---|---|---|
| Big Data Real-time Retrieval Scenario-based Solution | 30% | - Elasticsearch indexing, query and cluster management - CarbonData and GaussDB(DWS) basics - HBase architecture, row-key design and optimization - Apache Phoenix and secondary indexes |
| Big Data Offline Batch Processing Scenario-based Solution | 25% | - HDFS and YARN principles and configuration - Hive development, optimization and ACID transactions - Spark Core, Spark SQL and Catalyst optimization - Data ingestion tools: Loader, Sqoop, Flume |
| Big Data Application Development Overall Guide | 15% | - FusionInsight HD architecture and components - Application development process and specifications - Mainstream big data technologies and ecosystem - Scenario-based solution design overview |
| Big Data Real-time Stream Computing Scenario-based Solution | 30% | - Flink SQL and complex event processing - Apache Flink: event time, watermark, windowing and state management - Kafka architecture, transactions and configuration - Spark Structured Streaming fundamentals |
Question 1
existMapReduceIn the development framework,InputFormatWhat is the function of the class?
A. mergemapThe result of the stage has the samekeyvalue key-value pair
B. Divide the input data into one by one. and split this further into pairs, then asmapfunction input of
C. put allmapThe results of the stages are merged to get the final result
D. rightmapThe results of the stages are sorted and merged
Question 2
existSparkmiddle,SparkSQLis an independent module that does not depend onSparkCorefinish independentlySQLSentence parsing, optimization operations such as transformation and execution.
A. False
B. True
Question 3
SparkThe calculation logic of the application will be parsed intoDAG, this parsing operation consists of which of the following function modules Finish? ?
A. Executor
B. Driver
C. ApplicationMaster
D. Client
Question 4
Below aboutZKFCThe statement is wrong ().
A. NameNodeThe primary operation will be performed.
B. HdFSNameoofCConnected to2Ke4Pf, save the hostname and other information tozoKe-p%rmiddle
C. zKFC(ZKFalovercontroler)as aZoKeeperCluster client for monitoringNameNode status information.
D. zkFCprocess hopeNameNodenode andZoKeeperofLeaderdeployed in the node.
//(ZKFCProcess is only deployingNameNodeexists in the node)
standbyameodepassZokceperKnow moreAcibe Nameodestate, onceAeametoesmachine,Standby
Question 5
FlumewriteHDFSWhen the file is generated, what are the ways of generating the file? (multiple choice)
A. Generate files directly according to the source file name
B. Set up single file storageeventquantity, when the file is storedeventWhen the number reaches the set value, the old file will be closed, and the new data will be is written to a new file
C. Set the size of a single file, when the file size reaches the set value, the old file will be closed, and the new data will be written to the new file
D. Set the file generation time interval, close the old file when the time interval is reached, and the new data will be written to the new file
Solutions:
| Question 1 Answer: B | Question 2 Answer: A | Question 3 Answer: B | Question 4 Answer: C | Question 5 Answer: A,B,C,D |
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