Last Updated: Aug 21, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Hadoop Fundamentals & Architecture | 20% | - YARN architecture and job execution - MapReduce concepts and job lifecycle - HDFS operations and file management |
| Topic 2: Apache Hive Development | 25% | - Create and manage Hive tables, partitions, and buckets - Write and optimize HiveQL queries - Use Hive functions, views, and metastore |
| Topic 3: Apache Pig Development | 30% | - Write and optimize Pig Latin scripts - Debug and tune Pig jobs - Data transformation, filtering, joining, and aggregation |
| Topic 4: Data Ingestion | 25% | - Import/export data using Sqoop - Ingest streaming data with Flume - Load data into HDFS from external sources |
1. Which TWO of the following statements are true regarding Hive? Choose 2 answers
A) Allows you to define a structure for your unstructured Big Data
B) Offers real-time queries and row level updates
C) Useful for data analysts familiar with SQL who need to do ad-hoc queries
D) Is a relational database
2. Which process describes the lifecycle of a Mapper?
A) The JobTracker calls the TaskTracker's configure () method, then its map () method and finally its close () method.
B) The TaskTracker spawns a new Mapper to process each key-value pair.
C) The JobTracker spawns a new Mapper to process all records in a single file.
D) The TaskTracker spawns a new Mapper to process all records in a single input split.
3. Which project gives you a distributed, Scalable, data store that allows you random, realtime read/write access to hundreds of terabytes of data?
A) Hue
B) Pig
C) Oozie
D) Sqoop
E) Flume
F) HBase
G) Hive
4. For each input key-value pair, mappers can emit:
A) As many intermediate key-value pairs as designed. There are no restrictions on the types of those key-value pairs (i.e., they can be heterogeneous).
B) As many intermediate key-value pairs as designed, but they cannot be of the same type as the input key-value pair.
C) As many intermediate key-value pairs as designed, as long as all the keys have the same types and all the values have the same type.
D) One intermediate key-value pair, but of the same type.
E) One intermediate key-value pair, of a different type.
5. Which of the following tool was designed to import data from a relational database into HDFS?
A) Ambari
B) Sqoop
C) HCatalog
D) Flume
Solutions:
| Question # 1 Answer: A,C | Question # 2 Answer: D | Question # 3 Answer: F | Question # 4 Answer: C | Question # 5 Answer: B |
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