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| Section | Weight | Objectives |
|---|---|---|
| Hadoop Fundamentals & Architecture | 20% | - HDFS operations and file management - YARN architecture and job execution - MapReduce concepts and job lifecycle |
| Apache Pig Development | 30% | - Data transformation, filtering, joining, and aggregation - Debug and tune Pig jobs - Write and optimize Pig Latin scripts |
| Data Ingestion | 25% | - Import/export data using Sqoop - Ingest streaming data with Flume - Load data into HDFS from external sources |
| Apache Hive Development | 25% | - Use Hive functions, views, and metastore - Create and manage Hive tables, partitions, and buckets - Write and optimize HiveQL queries |
1. Which best describes what the map method accepts and emits?
A) It accepts a single key-value pairs as input and can emit any number of key-value pair as output, including zero.
B) It accepts a list key-value pairs as input and can emit only one key-value pair as output.
C) It accepts a single key-value pair as input and emits a single key and list of corresponding values as output.
D) It accepts a single key-value pairs as input and can emit only one key-value pair as output.
2. Indentify which method in the Mapper you should use to implement code for reading the file and populating the associative array?
A) init
B) map
C) combine
D) configure
3. Which HDFS command copies an HDFS file named foo to the local filesystem as localFoo?
A) hadoop fs -put foo LocalFoo
B) hadoop -cp foo LocalFoo
C) hadoop fs -get foo LocalFoo
D) hadoop fs -Is foo
4. What are the TWO main components of the YARN ResourceManager process? Choose 2 answers
A) Job Tracker
B) Applications Manager
C) Task Tracker
D) Scheduler
5. Given the following Hive commands:
Which one of the following statements Is true?
A) The file mydata.txt does not move from Its current location in HDFS
B) The file mydata.txt is moved to a subfolder of /apps/hive/warehouse
C) The file mydata.txt is copied to a subfolder of /apps/hive/warehouse
D) The file mydata.txt is copied into Hive's underlying relational database 0.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: B,D | Question # 5 Answer: C |
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