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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Big Data Application Development Overall Guide | 15% | - Mainstream big data technologies - Big data application development - Big data scenario-based solution |
| Topic 2: Big Data Offline Batch Processing Scenario-based Solution | 25% | - Offline analysis tools: SparkSQL, Loader, Sqoop, Kettle - Data storage and warehouse: HDFS, Hive - Offline batch processing solution |
| Topic 3: Big Data Real-time Retrieval Scenario-based Solution | 30% | - Real-time retrieval solution - Distributed databases: HBase, Elasticsearch, GES |
| Topic 4: Big Data Real-time Stream Computing Scenario-based Solution | 30% | - Stream processing components: Flume, Kafka, Flink, SparkStreaming, Redis - Real-time stream computing solution |
1. In Spark, assuming that lines is a DStream object, the filter statement can filter out 80% of the data. Which statement is correct for the following two statements:
X: lines.filter(...).groupByKey(...)
Y: lines.groupByKey(...).filter(...)
A) X and Y have the same performance
B) It is impossible to determine the performance difference between X and Y
C) X has lower performance than Y
D) X has higher performance than Y
2. In HDFS application development, which of the following are the interfaces supported by the HDFS service? (multiple choice)
A) BufferedOutputStream.write
B) FileSystem.append
C) BufferedOutputStream.flush
D) FileSystem.create
3. In FusionInsight HD's Hive, the user-defined UDF can have the same name as the Hive built-in UDF. In this case, the user-defined UDF will be used.
A) False
B) True
4. In FusionInsight HD, regarding Ooze job management, which of the following operations can be performed on suspended jobs? (multiple choice)
A) resume
B) run
C) submit
D) kill
5. In FusionInsight HD, regarding the partition function of Hive, what is wrong in the following description?
A) The partition field can be used as the condition of the where clause
B) The partition field should be defined when the table is created
C) Using partitions can reduce the data scan range of certain queries, thereby improving query efficiency
D) There can only be one partition field, and multi-level partitions cannot be created
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A,B,C,D | Question # 3 Answer: A | Question # 4 Answer: A,D | Question # 5 Answer: D |
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