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| Section | Weight | Objectives |
|---|---|---|
| Big Data Application Development Overall Guide | 15% | - Big data application development - Big data scenario-based solution - Mainstream big data technologies |
| Big Data Offline Batch Processing Scenario-based Solution | 25% | - Offline analysis tools: SparkSQL, Loader, Sqoop, Kettle - Offline batch processing solution - Data storage and warehouse: HDFS, Hive |
| Big Data Real-time Retrieval Scenario-based Solution | 30% | - Real-time retrieval solution - Distributed databases: HBase, Elasticsearch, GES |
| Big Data Real-time Stream Computing Scenario-based Solution | 30% | - Real-time stream computing solution - Stream processing components: Flume, Kafka, Flink, SparkStreaming, Redis |
Question 1
A customer has the following scenario: indexing PB-level data requires real-time indexing performance of more than 2MB/s, and supports full-text retrieval, and requires query performance to reach a second-level response.
For the above scenarios, regarding the Solr collection design, which of the following design schemes are reasonable? (multiple choices)
A. It can be used in conjunction with HBase. Solr only builds indexes for non-RowKey fields that need to be retrieved. HBase is responsible for storing data in all fields.
B. When creating a Collection, you can set the number of Shards to be an integer multiple of the number of SoIrServer instances to ensure that each SoIrServer instance is negatively balanced as much as possible
C. In the configuration set, the DirectoryFactory parameter in the solrconfig.xml file can be set to org.apache.solr.core.NIOFSDirectoryFactory
D. It can be used in conjunction with Hbase, set the uniqueKey field and HBase RowKey field to the same value, and use the implicit Router method to make the document evenly distributed to each shard
Question 2
Document is the main entity stored in the SolrColud cluster. It is the basic unit of indexing and query. It can contain one or more fields and is a set of data describing certain things. Each document must contain a uniqueKey field that can uniquely identify the document.
A. False
B. True
Question 3
In FusionInsight HD, when using Streaming's Linux command line mode to submit a topology, a user with Streaming submission permission needs to be used for kinit authentication
A. False
B. True
Question 4
Spark Streaming, as a stream processing engine for micro-batch processing, converts the data of each time slice into a partition in an RDD for calculation.
A. False
B. True
Question 5
An application needs to interact with two FusionInsight clusters at the same time: it needs to access both the HBase service of cluster 1 and the Hive service of cluster 2;
So which of the following operations are necessary? (multiple choice)
A. The accounts created by option A and option B must belong to the supergroup group
B. Create an account with the same name in option A on cluster 2, and set this account to access the Hive service of this cluster
C. Cluster 1 and cluster 2 complete mutual trust operation
D. Create the account required for this application on cluster 1, and set this account to access the HBase service of the cluster
Solutions:
| Question 1 Answer: A,B,C | Question 2 Answer: B | Question 3 Answer: B | Question 4 Answer: B | Question 5 Answer: B,C,D |
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