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| Section | Weight | Objectives |
|---|---|---|
| Flume & Kafka | 12% | - Flume data collection mechanism and configuration - Kafka message system, storage, transmission and application |
| HBase & Hive | 20% | - Hive data warehouse principle, table design, SQL and optimization - HBase architecture, data model, design and operation |
| HDFS & ZooKeeper | 12% | - ZooKeeper core functions and working mechanism - HDFS architecture, principle and operation |
| Spark & Flink | 20% | - Flink stream processing, architecture, API and application development - Spark core architecture, RDD, DataFrame, SQL and streaming processing |
| MapReduce & YARN | 12% | - YARN architecture, resource scheduling and management - MapReduce programming model and execution process |
| ClickHouse & Elasticsearch | 8% | - Elasticsearch search engine, indexing and analysis - ClickHouse architecture, storage and query features |
| Big Data Industry Overview & Basic Concepts | 8% | - Application scenarios and value of big data - Huawei Kunpeng big data ecosystem - Development trend and characteristics of big data |
| Huawei Big Data Platform MRS & DataArts Studio | 8% | - MRS platform architecture, components and operation - Typical industry solutions and cases - DataArts Studio data development and governance |
Hive does not check whether the data conforms to the schema when loading. Hive follows the schema on read (read mode). Only when reading, Hive checks and parses specific data fields and schema.
Correct Answer: A 🗳️
On the Fusioninsight HD platform, HBase does not currently support secondary indexes.
Correct Answer: B 🗳️
In many small file scenarios, Spark will start many tasks. When there is a Shuffle operation in the SQL logic, the number of hash buckets will be greatly increased, which will seriously affect the performance. In Fusioninsight, the () operator is usually used for small file scenarios to merge the partitions generated by the small files in the Table to reduce the number of partitions, so as to avoid generating too many hash buckets during shuffle and improve performance.
Correct Answer: A 🗳️
What information does a KeyValue format contain in the data file HFile of HBase? (Multiple choice)
Correct Answer: A,B,C,D 🗳️
Normally, tables stored in text files in Hive use carriage returns as their line separators. In Huawei Fusioninsight Hive, you can specify the input and output format processing classes for table data.
Correct Answer: A 🗳️
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