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| Section | Weight | Objectives |
|---|---|---|
| Big Data Offline Batch Processing Scenario-based Solution | 25% | - Data ingestion tools: Loader, Sqoop, Flume - HDFS and YARN principles and configuration - Hive development, optimization and ACID transactions - Spark Core, Spark SQL and Catalyst optimization |
| Big Data Application Development Overall Guide | 15% | - Scenario-based solution design overview - Application development process and specifications - Mainstream big data technologies and ecosystem - FusionInsight HD architecture and components |
| Big Data Real-time Stream Computing Scenario-based Solution | 30% | - Kafka architecture, transactions and configuration - Flink SQL and complex event processing - Apache Flink: event time, watermark, windowing and state management - Spark Structured Streaming fundamentals |
| Big Data Real-time Retrieval Scenario-based Solution | 30% | - Apache Phoenix and secondary indexes - CarbonData and GaussDB(DWS) basics - Elasticsearch indexing, query and cluster management - HBase architecture, row-key design and optimization |
Question 1
existSolrWhen indexing, which of the following code snippets can significantly improve indexing performance? (multiple choice)
A. if(updateRequest.getDocuments( ).size( )>= 1000){
cloudSolrClient.request(updateRequest,collName);updateRequest.clear();}
B. SolrInputDocument doc = new SolrInputDocument();doc.addField("id",i.toString ());doc.addField("name", "Zhang San"+ i);doc.addField("features","test"+ i);doc.addField ("price", (float)i*1.01);cloudSolrClient.add(doc);cloudSolrClient.commit();
C. IbClient.setRequestWriter(new BinaryRequestWriter())
D. if(updateRequest.getDocumentsMap(O.size( )>= 10000)cloudSolClient.request (updateRequest,collName);updateRequest.clear();}
Question 2
FusionInsight HD V100R002C60in, aboutHiveofPythonInterface type, which of the following descriptions is incorrect?
A. hive_python_clientscript provides direct executionSQLfunctions, such ashive_python_client'show tables'
B. PythonSecondary development does not support secure clusters
C. RequirePythonversion no lower than2.6.6,not higher than2.7.0
D. Client must havesetuptools, and the version is not lower than5.0
Question 3
FusionInsight HDmiddle,StreamingPackaging tools are used tojarpackages and other dependencies jarpackage, etc., typed into a completeStreamingAppliedjarBag
A. False
B. True
Question 4
Suppose there is an application with10Tables, each table has tens of millions of records, and the number of fields is about20indivual. now useRedisto cache this10The data of a table, the design of its data structure, which of the following is the best design?
A. usehashstructure, and a table uses ahashKEY, a row in the table records forhash keyone of indivualed.
B. usehashTable structure, each row record of each table uses onehashKEY, hashKEYofebCorrespondence table
C. record fields, and designKEYEach table adds a different prefix to distinguish it.
useringstructure, each field of each row record of each table uses oneKEY.
D. usem3structure, each row record of each table uses oneKEY,,aueAll records for a row in the table. The value after the field is concatenated.
Question 5
existSpark, assuminglinesIs anDStreamObject, which of the following statements can periodically count the number of words on this stream?
A. lines.flatMap(_.split??)).map(word=>(word,1)).reduceByKey(_+_).print ( )
B. lines.flatMap(_.split??)).flatmap(word=>(word,1)).groupByKey(_+_).print ( )
C. lines.flatMap(_.split??)).map(word=>(word,1)).reduce(_+_).print ( )
D. lines.flatMap(_.split??)).map(word=>(word,word.length())).reduceByKey(_+_).print ( )
Solutions:
| Question 1 Answer: C,D | Question 2 Answer: B | Question 3 Answer: B | Question 4 Answer: B | Question 5 Answer: A |
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