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| Section | Weight | Objectives |
|---|---|---|
| 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) |
| Big Data Real-Time Stream Computing Scenario-Based Solution | 30% | - Real-Time Stream Processing Components (Flume, Kafka, Flink, SparkStreaming, Redis) - Stream Processing Configuration and Cases |
| Big Data Real-Time Retrieval Scenario-Based Solution | 30% | - Distributed Retrieval Technologies (HBase, Elasticsearch, GES) - Real-Time Retrieval Case Studies |
| Big Data Application Development Overall Guide | 15% | - Big Data Scenario-Based Solutions - Big Data Application Development Concepts - Mainstream Big Data Technologies |
1. existSparkmiddle,SparkSQLis an independent module that does not depend onSparkCorefinish independentlySQL Statement parsing, optimization, and execution.
A) False
B) True
2. existFusionInsight HDin the cluster,FlumeWhich service does not support writing collected data to the cluster?
A) Kafka
B) HBase
C) Redis
D) HDFS
3. existSolrWhen indexing, which of the following code snippets can significantly improve indexing performance? (multiple choice)
A) mouthif(updateRequest.getDocuments).size(O>=1000){
B) mouthIbClient.setRequestWriter(new BinaryRequestWriterO);
C) mouthif(updateRequest.getDocumentsMapO.size)>=10000){
cloudSolrClient.request(updateRequest,collName);updateRequest.clear);
D) cloudSolrClient.request(updateRequest,collName);updateRequest.clear(); S8tW9H2xgntdc=new SolrInputDocument); doc.addField("id",i.tostring( )doc.addField("name", "Zhang San4i); doc.addField("features","test"+i):
doc.addreldc"price, (float)*1.01);
cloudSolrClient.add(doc);
cloudSolrClient.commit();
4. Fusionlnsigt HD which of the following components can be used for data collection? (multiple choice)
A) MapReduce
B) Loader
C) Flume
D) HBase
5. KafkaIt is a distributed message publishing and subscribing system. It only forwards messages and does not guarantee save message.
A) False
B) True
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: A,B,C | Question # 4 Answer: B,C | Question # 5 Answer: A |

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