Querying With Hive — Part 1 MCQs with Explanations
Practice high-yield Computer Science & IT MCQs on Querying With Hive — Part 1 with worked academic solutions for PPSC, FPSC, CSS, PMS, NTS.
Questions
40
Difficulty Level
Exam-Level
Target Exams
PPSC, FPSC, CSS...
Estimated Time
48 mins
Exam-Level PPSC FPSC CSS PMS NTS
Verified for Commission Syllabus • Oct 14, 2026
40
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🎉 Set complete! All 40 questions answered.
Question 1 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is Apache Hive in the context of Hadoop?
Correct Answer: Option A — Data warehousing and SQL-like queries for large datasets
Detailed Academic Explanation:
Data warehousing and SQL-like queries for large datasets is the correct answer to “What is Apache Hive in the context of Hadoop”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 2 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In Hive, what is the purpose of the SELECT statement?
Correct Answer: Option D — Retrieve data from a table
Detailed Academic Explanation:
Retrieve data from a table is the correct answer to “In Hive, what is the purpose of the SELECT statement”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 3 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the primary role of the Hive Metastore in Apache Hive?
Correct Answer: Option C — Store metadata for Hive tables
Detailed Academic Explanation:
Store metadata for Hive tables is the correct answer to “What is the primary role of the Hive Metastore in Apache Hive”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 4 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In Hive, what does the term "Partitioning" refer to?
Correct Answer: Option B — Organizing data based on certain columns
Detailed Academic Explanation:
Organizing data based on certain columns is the correct answer to “In Hive, what does the term "Partitioning" refer to”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 5 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the purpose of the Hive HQL (Hive Query Language)?
Correct Answer: Option C — SQL-like language for querying and managing Hive data
Detailed Academic Explanation:
SQL-like language for querying and managing Hive data is the correct answer to “What is the purpose of the Hive HQL (Hive Query Language)”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 6 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In Hive, what is the significance of the WHERE clause in a SELECT statement?
Correct Answer: Option D — Filter records based on a condition
Detailed Academic Explanation:
Filter records based on a condition is the correct answer to “In Hive, what is the significance of the WHERE clause in a SELECT statement”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 7 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the primary role of the Hive SerDe (Serializer/Deserializer)?
Correct Answer: Option A — Define how Hive tables should serialize and deserialize data
Detailed Academic Explanation:
Define how Hive tables should serialize and deserialize data is the correct answer to “What is the primary role of the Hive SerDe (Serializer/Deserializer)”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 8 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In Hive, what is the purpose of the GROUP BY statement?
Correct Answer: Option D — Group records based on a column
Detailed Academic Explanation:
Group records based on a column is the correct answer to “In Hive, what is the purpose of the GROUP BY statement”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 9 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the purpose of the Hive HBase Storage Handler?
Correct Answer: Option C — Allow Hive to interact with HBase tables
Detailed Academic Explanation:
Allow Hive to interact with HBase tables is the correct answer to “What is the purpose of the Hive HBase Storage Handler”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 10 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In Hive, what does the term "Bucketing" refer to?
Correct Answer: Option B — Organizing data into fixed-sized buckets
Detailed Academic Explanation:
Organizing data into fixed-sized buckets is the correct answer to “In Hive, what does the term "Bucketing" refer to”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 11 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the role of the Hive EXPLAIN statement?
Correct Answer: Option C — Display the execution plan for a Hive query
Detailed Academic Explanation:
Display the execution plan for a Hive query is the correct answer to “What is the role of the Hive EXPLAIN statement”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 12 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In Hive, what is the purpose of the JOIN statement?
Correct Answer: Option D — Combine data from multiple tables
Detailed Academic Explanation:
Combine data from multiple tables is the correct answer to “In Hive, what is the purpose of the JOIN statement”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 13 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the significance of the Hive HCatalog?
Correct Answer: Option A — A table and storage management layer for Hadoop
Detailed Academic Explanation:
A table and storage management layer for Hadoop is the correct answer to “What is the significance of the Hive HCatalog”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 14 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In Hive, what is the role of the LIMIT clause in a SELECT statement?
Correct Answer: Option D — Restrict the number of records returned
Detailed Academic Explanation:
Restrict the number of records returned is the correct answer to “In Hive, what is the role of the LIMIT clause in a SELECT statement”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 15 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the primary purpose of the Hive HDFS Storage Handler?
Correct Answer: Option C — Allow Hive to interact with HDFS for storage
Detailed Academic Explanation:
Allow Hive to interact with HDFS for storage is the correct answer to “What is the primary purpose of the Hive HDFS Storage Handler”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 16 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In Hive, what is the primary purpose of the ORDER BY clause in a SELECT statement?
Correct Answer: Option B — Sort the result set based on specified columns
Detailed Academic Explanation:
Sort the result set based on specified columns is the correct answer to “In Hive, what is the primary purpose of the ORDER BY clause in a SELECT statement”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 17 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the role of the Hive CLI (Command-Line Interface) in Apache Hive?
Correct Answer: Option C — Interactive shell for Hive queries
Detailed Academic Explanation:
Interactive shell for Hive queries is the correct answer to “What is the role of the Hive CLI (Command-Line Interface) in Apache Hive”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 18 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In Hive, what does the term "SerDe" stand for?
Correct Answer: Option D — Serializer/Deserializer
Detailed Academic Explanation:
Serializer/Deserializer is the correct answer to “In Hive, what does the term "SerDe" stand for”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 19 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the purpose of the Hive OVER() clause in a SELECT statement?
Correct Answer: Option A — Specify window functions for analytical queries
Detailed Academic Explanation:
Specify window functions for analytical queries is the correct answer to “What is the purpose of the Hive OVER() clause in a SELECT statement”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 20 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In Hive, what is the role of the INDEX clause in a CREATE TABLE statement?
Correct Answer: Option D — Create an index on a specified column
Detailed Academic Explanation:
Create an index on a specified column is the correct answer to “In Hive, what is the role of the INDEX clause in a CREATE TABLE statement”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 21 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the primary function of the Hive UDAF (User Defined Aggregation Function)?
Correct Answer: Option C — Extend the functionality of Hive aggregation functions
Detailed Academic Explanation:
Extend the functionality of Hive aggregation functions is the correct answer to “What is the primary function of the Hive UDAF (User Defined Aggregation Function)”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 22 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In Hive, what is the purpose of the DISTRIBUTE BY clause in a SELECT statement?
Correct Answer: Option B — Determine the distribution of data among reducers
Detailed Academic Explanation:
Determine the distribution of data among reducers is the correct answer to “In Hive, what is the purpose of the DISTRIBUTE BY clause in a SELECT statement”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 23 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the role of the Hive Hadoop Compatibility feature?
Correct Answer: Option C — Allow Hive to run on Hadoop 1.x and Hadoop 2.x clusters
Detailed Academic Explanation:
Allow Hive to run on Hadoop 1.x and Hadoop 2.x clusters is the correct answer to “What is the role of the Hive Hadoop Compatibility feature”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 24 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In Hive, what is the significance of the JOIN ON clause?
Correct Answer: Option D — Specify the columns for joining tables
Detailed Academic Explanation:
Specify the columns for joining tables is the correct answer to “In Hive, what is the significance of the JOIN ON clause”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 25 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the purpose of the Hive TRANSACTIONAL keyword in a CREATE TABLE statement?
Correct Answer: Option A — Create a transactional table for atomic operations
Detailed Academic Explanation:
Create a transactional table for atomic operations is the correct answer to “What is the purpose of the Hive TRANSACTIONAL keyword in a CREATE TABLE statement”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 26 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In Hive, what does the term "Bucket" refer to?
Correct Answer: Option D — Subdivision of data based on a hash function
Detailed Academic Explanation:
Subdivision of data based on a hash function is the correct answer to “In Hive, what does the term "Bucket" refer to”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 27 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the primary role of the Hive ORC (Optimized Row Columnar) file format?
Correct Answer: Option C — Optimize storage and performance for Hive tables
Detailed Academic Explanation:
Optimize storage and performance for Hive tables is the correct answer to “What is the primary role of the Hive ORC (Optimized Row Columnar) file format”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 28 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In Hive, what is the function of the LATERAL VIEW statement?
Correct Answer: Option B — Explode complex types in Hive tables
Detailed Academic Explanation:
Explode complex types in Hive tables is the correct answer to “In Hive, what is the function of the LATERAL VIEW statement”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 29 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the purpose of the Hive EXTERNAL keyword in a CREATE TABLE statement?
Correct Answer: Option C — Create a table that references data outside the Hive environment
Detailed Academic Explanation:
Create a table that references data outside the Hive environment is the correct answer to “What is the purpose of the Hive EXTERNAL keyword in a CREATE TABLE statement”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 30 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
In Hive, what is the role of the STORED BY clause in a CREATE TABLE statement?
Correct Answer: Option D — Specify the storage format for the Hive table
Detailed Academic Explanation:
Specify the storage format for the Hive table is the correct answer to “In Hive, what is the role of the STORED BY clause in a CREATE TABLE statement”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 31 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Types that may be null must be defined as a . . . . . . . . of that type and Null within Avro.
Correct Answer: Option A — Union
Detailed Academic Explanation:
Union is the correct answer to “Types that may be null must be defined as a . . . . . . . . of that type and Null within Avro.”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 32 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Which of the following is a command line option?
Correct Answer: Option A — -d,–define <key=value>
Detailed Academic Explanation:
-d,–define <key=value> is the correct answer to “Which of the following is a command line option”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 33 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Which of the following operator executes a shell command from the Hive shell?
Correct Answer: Option B — !
Detailed Academic Explanation:
! is the correct answer to “Which of the following operator executes a shell command from the Hive shell”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 34 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Which is the additional command line option is available in Hive 0.10.0?
Correct Answer: Option A — -database <dbname>
Detailed Academic Explanation:
-database <dbname> is the correct answer to “Which is the additional command line option is available in Hive 0.10.0”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 35 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Integral literals are assumed to be . . . . . . . . by default.
Correct Answer: Option B — INT
Detailed Academic Explanation:
INT is the correct answer to “Integral literals are assumed to be . . . . . . . . by default.”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 36 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Hive uses . . . . . . . . style escaping within the strings.
Correct Answer: Option A — C
Detailed Academic Explanation:
C is the correct answer to “Hive uses . . . . . . . . style escaping within the strings.”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 37 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Which of the following data type is converted to Array prior to Hive 0.12.0?
Correct Answer: Option D — bytes
Detailed Academic Explanation:
bytes is the correct answer to “Which of the following data type is converted to Array prior to Hive 0.12.0”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 38 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
The minimum number of row versions to keep is configured per column family via . . . . . . . .
Correct Answer: Option C — HColumnDescriptor
Detailed Academic Explanation:
HColumnDescriptor is the correct answer to “The minimum number of row versions to keep is configured per column family via . . . . . . . .”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 39 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
Apache HBase is a non-relational database modeled after Google's . . . . . . . .
Correct Answer: Option B — Bigtable
Detailed Academic Explanation:
Bigtable is the correct answer to “Apache HBase is a non-relational database modeled after Google's . . . . . . . .”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
Question 40 of 40
★ PPSC
★ FPSC
★ PPSC
★ FPSC
HBase supports a . . . . . . . . interface via Put and Result.
Correct Answer: Option A — "bytes-in/bytes-out"
Detailed Academic Explanation:
"bytes-in/bytes-out" is the correct answer to “HBase supports a . . . . . . . . interface via Put and Result.”. This question is standard in competitive examination syllabi for Querying With Hive.
💡Key Conceptual Anchor:Querying With Hive
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In competitive commission exams (FPSC, PPSC, KPPSC, SPSC, CSS, PMS), questions are frequently phrased with distractor options designed to catch rote learners. Whenever you answer an MCQ, read the Detailed Academic Explanation and Conceptual Anchor to understand why the remaining options are incorrect.