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| Section | Objectives |
|---|---|
| Topic 1: Distributed Data Processing | - MapReduce Principles - Spark Computing Framework |
| Topic 2: Hadoop Ecosystem Technologies | - YARN Resource Scheduling - HDFS and Data Management |
| Topic 3: Big Data Fundamentals | - Data Storage and Processing Concepts - Big Data Architecture and Ecosystem Overview |
| Topic 4: Real-time Data Processing | - Flink/Spark Streaming Basics - Stream Processing Concepts |
| Topic 5: Data Development and Engineering Practices | - Data Pipeline Development - ETL Design and Implementation |
1. In Kafka, which statement about Consumer is correct? (multiple choice)
A) Consumer mainly conducts data consumption
B) The new ConsumerAPI consumption data does not need to specify the ZooKeeper address
C) Topic needs to be specified when Consumer consumes data
D) When multiple Consumers are configured with the same group.id, the data consumed by these Consumers will not be repeated
2. In Kafka, the Producer can ensure that the data is sent in order by configuring the synchronization parameters (producer.type).
A) True
B) False
3. Spark Streaming can receive data from Kafka and perform calculations. The calculation results can only be stored in HDFS and cannot be written back to Kafka.
A) True
B) False
4. A certain project needs to save the online data in a certain area and search the full text whether there is any sensitive information in these online records to prevent crimes in the area.
In this scenario, which of the following is the best solution?
A) Create an index on Solr, save the data, and return all the data when searching the full text.
B) Store data on HBase, and satisfy fuzzy matching queries through HBase's filtering features.
C) When storing data, create an index on Solr and store the complete data in HBasx; when querying, obtain key information of records through Solr full-text search, and obtain complete records on HBase through key information.
5. In FusionInsight HD V100R002C60, regarding the Hive Python interface type, which of the following descriptions is incorrect?
A) Python secondary development does not support secure clusters
B) The client must be installed with setuptools, and the version is not lower than 5.0
C) The hive_python_client script provides the function of directly executing SQL, such as hive_python_client'show tables '
D) The Python version is required to be no lower than 2.6.6 and no higher than 2.7.0
Solutions:
| Question # 1 Answer: A,B,C,D | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: C | Question # 5 Answer: A |
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