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| Section | Weight | Objectives |
|---|---|---|
| Big Data Application Development Overall Guide | 15% | - Application development fundamentals - Big data scenario-based solutions - Big data concepts and architecture |
| Big Data Real-time Stream Computing Scenario-based Solution | 30% | - Streaming use cases and configuration - Real-time stream processing frameworks (Flume, Kafka, Spark Streaming, Flink) - Stream data ingestion and processing |
| Big Data Offline Batch Processing Scenario-based Solution | 25% | - HDFS and Hive fundamentals - Spark SQL and data ingestion tools (Loader, Sqoop, Kettle) - Offline batch processing solutions |
| Big Data Real-time Retrieval Scenario-based Solution | 30% | - Real-time retrieval solution components - Real-time query optimization - Distributed database concepts (HBase, Elasticsearch, GES) |
Question 1
Regarding Streaming's topology, what is wrong in the following description?
A. Topology will keep running until it is explicitly killed
B. A Topology can only specify to start one Worker process
C. Business logic is encapsulated in Topology
D. A Topology is a directed acyclic graph (DAG) connected by a set of Spout components and Bolt components through Stream Groupings
Question 2
In which of the following is the MapReduce task finally executed?
A. ResourceManager
B. container
C. NodeManager
D. AppMaster
Question 3
In the FusionInsight HD HBase cluster, Table1 belongs to Namespace1, Table2 belongs to Namespace2, and Table1 has two column families, namely cf11 and cf12, and Table2 has a column family named cf21. Which of the following schemes allows user account A to be at the same time Have read and write permissions for cf11 and cf21. (Multiple choice)
A. Grant the user account Table1 and Tablet2 read and write permissions
B. Grant the user account Namespace1 and Namespace2 read and write permissions
C. Give the user account global read permission
D. Grant the user account Namespace1 read and write permissions
Question 4
For Spark Streaming applications, in a JVM, only one StreamingContext can be active at the same time.
A. False
B. True
Question 5
What is the role of the setMapOutputCompressorClass class in the development of MapReduce applications?
A. Set the compression method of map output
B. Set the compression method of reduce output
C. Set the compression method of Smap input
D. Set the delivery method of map output
Solutions:
| Question 1 Answer: B | Question 2 Answer: B | Question 3 Answer: A,B | Question 4 Answer: B | Question 5 Answer: A |
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