Last Updated: Jul 18, 2026
No. of Questions: 110 Questions & Answers with Testing Engine
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| Section | Objectives |
|---|---|
| Hadoop Ecosystem Fundamentals | - HDFS Architecture and Data Storage Concepts
|
| Data Processing and Integration | - Hadoop data formats
|
| Apache Hive | - Hive architecture
|
| Apache Pig | - Pig Latin Programming
|
1. Which best describes how TextInputFormat processes input files and line breaks?
A) Input file splits may cross line breaks. A line that crosses file splits is read by the RecordReader of the split that contains the end of the broken line.
B) Input file splits may cross line breaks. A line that crosses file splits is read by the RecordReader of the split that contains the beginning of the broken line.
C) The input file is split exactly at the line breaks, so each RecordReader will read a series of complete lines.
D) Input file splits may cross line breaks. A line that crosses file splits is read by the RecordReaders of both splits containing the broken line.
E) Input file splits may cross line breaks. A line that crosses file splits is ignored.
2. A combiner reduces:
A) The number of output files a reducer must produce.
B) The number of values across different keys in the iterator supplied to a single reduce method call.
C) The number of input files a mapper must process.
D) The amount of intermediate data that must be transferred between the mapper and reducer.
3. You need to move a file titled "weblogs" into HDFS. When you try to copy the file, you can't. You know you have ample space on your DataNodes. Which action should you take to relieve this situation and store more files in HDFS?
A) Increase the block size on your remaining files.
B) Decrease the block size on all current files in HDFS.
C) Increase the amount of memory for the NameNode.
D) Decrease the block size on your remaining files.
E) Increase the number of disks (or size) for the NameNode.
F) Increase the block size on all current files in HDFS.
4. Which YARN component is responsible for monitoring the success or failure of a Container?
A) JobTracker
B) ResourceManager
C) ApplicationMaster
D) NodeManager
5. Indentify which method in the Mapper you should use to implement code for reading the file and populating the associative array?
A) init
B) combine
C) map
D) configure
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: B | Question # 5 Answer: D |
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