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| Section | Objectives |
|---|---|
| Topic 1: Distributed Data Processing | - Spark Computing Framework - MapReduce Principles |
| Topic 2: Real-time Data Processing | - Flink/Spark Streaming Basics - Stream Processing Concepts |
| Topic 3: Data Development and Engineering Practices | - ETL Design and Implementation - Data Pipeline Development |
| Topic 4: Big Data Fundamentals | - Data Storage and Processing Concepts - Big Data Architecture and Ecosystem Overview |
| Topic 5: Hadoop Ecosystem Technologies | - YARN Resource Scheduling - HDFS and Data Management |
1. Regarding the characteristics of the data collected by Flume, which of the following descriptions is correct?
A) Parallel collection with MapReduce tasks
B) Only structured data can be collected
C) Support distributed and streaming collection
D) Use external timing tasks to trigger data collection
2. In FusionInsight HD, regarding Hive's data loading function (importing data through Hive's LOAD command), what is wrong in the following description?
A) It can be loaded directly to the hive table from HDFS
B) Hive's data loading process will not parse the specific file content, mainly the process of file transfer
C) It can be directly loaded to the hive table from the local hard disk of the node where the client is located
D) It can be directly loaded to the hive table from the local hard disk of the node where HiveServer is located
3. Solr is a high-performance, full-text search service based on Lucene. Solr has extended Lucene to provide a richer query language than Lucene, and implements a powerful full-text search function with a high degree of scalability. At the same time, starting from Solr 4.0 version, SolrCloud mode is supported.
A) False
B) True
4. In FusionInsight HD, which method of the OozieClient class will be called by the JAVA API of the Oozie client when running tasks?
A) getJobInfo
B) suspend
C) submit
D) run
5. What are the several parameter setting methods for Spark applications? (multiple choices)
A) In the application code, set by the setProperty method of SparkContext
B) When submitting the application, set it through --conf
C) Configure in the application configuration file spark-defaults.conf
D) In the application code, set through the SparkConf object
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: B,C,D |
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