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| Section | Weight | Objectives |
|---|---|---|
| Big Data Offline Batch Processing Scenario-based Solution | 25% | - HDFS and YARN principles and configuration - Spark Core, Spark SQL and Catalyst optimization - Data ingestion tools: Loader, Sqoop, Flume - Hive development, optimization and ACID transactions |
| Big Data Real-time Retrieval Scenario-based Solution | 30% | - HBase architecture, row-key design and optimization - Apache Phoenix and secondary indexes - Elasticsearch indexing, query and cluster management - CarbonData and GaussDB(DWS) basics |
| Big Data Application Development Overall Guide | 15% | - Mainstream big data technologies and ecosystem - Scenario-based solution design overview - FusionInsight HD architecture and components - Application development process and specifications |
| Big Data Real-time Stream Computing Scenario-based Solution | 30% | - Flink SQL and complex event processing - Spark Structured Streaming fundamentals - Kafka architecture, transactions and configuration - Apache Flink: event time, watermark, windowing and state management |
1. due toSparkis a memory-based computing engine, therefore, aSparkThe amount of data the app can handle Can't give more than thisSparkThe total memory of the application.
A) False
B) True
2. HDFSclient withNWhen a copy writes a file, which of the following is true about the writing process?
(multiple choice)
A) Copied file blocks all exist on the same rack by default.
B) The first copy of the data block is placed preferentially on the node where the client writing the data block is located.
C) Support multiple users to write to the same file at the same time.
D) eachDataNodemaximum storage1copy.
3. HDFSThere is a file in the cluster root directorytest, which of the following commands can find the file stored in ofDataNodeNode information?
A) hdfs fsck/test.txt-files
B) hdfs fsck/test.txt-blocks
C) hdfs fsck/test.txt-locations
D) hdfs fsck/test.txt-list-corruptfileblocks
4. existBaseIn application development, when a table'sRowkeyRange and distribution are known, pre-score is recommendedregion, Please call the following code (fragment) to pre-sort a tableregionAfter this table will create severalregion?
splits0=Bytes.toBytes("A");splits1=Bytes.toBytes("H");splits2
=Bytes.toBytes("O");splits3=Bytes.toBytes("U");admin.createTable(htd,splits);
A) 5
B) 3
C) 6
D) 4
5. passing throughFusionindight ManagerWhen the interface creates a user, you want the user to have access to allTopichave Read and write permissions, but not createTopicpermissions should be addedkafkaWhich group of services?
A) KakfaGroup
B) KafkaadminGroup
C) kafkasuperuserGroup
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B,D | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: C |
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