Apache PIG Quiz – Apache PIG Multiple Choice Questions and Answers: Here is an interesting article for you. Here, we have incorporated all the Apache PIG Multiple Choice Questions and Answers that are asked by Interview Experts in various exams/ interviews. Students can easily practice the Apache PIG MCQ Quiz as they are provided in Objective Type. So, we advise all the students to take and exercise the Apache PIG Online Practice Test to improve their skills and to know more other exciting details about the concepts.
Apache PIG Quiz – Apache PIG Multiple Choice Questions and Answers
Quiz Name | Apache PIG |
Exam Type | MCQ (Multiple Choice Questions) |
Category | Technical Quiz |
Mode of Quiz | Online |
Prepare with Frequently Asked Apache PIG MCQ Questions | Apache PIG Online Practice Test
1. What is Apache Pig?
a) A database management system
b) A data processing platform
c) A distributed file system
d) A web server
Answer: b) A data processing platform
Explanation: Apache Pig is a high-level platform for creating MapReduce programs used to process large datasets.
2. What language is used in Apache Pig?
a) Python
b) Java
c) Perl
d) Pig Latin
Answer: d) Pig Latin
Explanation: Pig Latin is the language used in Apache Pig for expressing data processing workflows.
3. Which of the following statements is true about Apache Pig?
a) It is an alternative to Hadoop
b) It can only process structured data
c) It supports multiple programming languages
d) It is not scalable
Answer: c) It supports multiple programming languages
Explanation: Apache Pig supports multiple programming languages such as Pig Latin, Python, and Java.
4. What is the main advantage of using Apache Pig?
a) Faster data processing
b) Easier programming
c) Reduced data storage requirements
d) Better security
Answer: b) Easier programming
Explanation: Apache Pig provides a simpler programming model for processing large datasets, making it easier to write data processing workflows.
5. What is the function of the Pig Latin statement “GROUP”?
a) Groups data based on a specified key
b) Sorts data in ascending order
c) Joins two datasets
d) Performs a cross-product of two datasets
Answer: a) Groups data based on a specified key
Explanation: The “GROUP” statement in Pig Latin groups data based on a specified key, allowing for aggregation and analysis.
6. What is the function of the Pig Latin statement “FILTER”?
a) Groups data based on a specified key
b) Sorts data in ascending order
c) Filters data based on a specified condition
d) Performs a cross-product of two datasets
Answer: c) Filters data based on a specified condition
Explanation: The “FILTER” statement in Pig Latin filters data based on a specified condition, allowing for data subset selection.
7. What is the function of the Pig Latin statement “FOREACH”?
a) Groups data based on a specified key
b) Sorts data in ascending order
c) Applies a transformation to each record
d) Performs a cross-product of two datasets
Answer: c) Applies a transformation to each record
Explanation: The “FOREACH” statement in Pig Latin applies a transformation to each record in a dataset, allowing for data cleaning and transformation.
8. What is the function of the Pig Latin statement “JOIN”?
a) Groups data based on a specified key
b) Sorts data in ascending order
c) Joins two datasets based on a common key
d) Performs a cross-product of two datasets
Answer: c) Joins two datasets based on a common key
Explanation: The “JOIN” statement in Pig Latin joins two datasets based on a common key, allowing for data integration.
9. What is the function of the Pig Latin statement “ORDER”?
a) Groups data based on a specified key
b) Sorts data in ascending order
c) Filters data based on a specified condition
d) Performs a cross-product of two datasets
Answer: b) Sorts data in ascending order
Explanation: The “ORDER” statement in Pig Latin sorts data in ascending order based on a specified key.
10. What is the function of the Pig Latin statement “LIMIT”?
a) Groups data based on a specified key
b) Sorts data in ascending order
c) Filters data based on a specified condition
d) Limits the number of records returned
Answer: d) Limits the number of records returned
Explanation: The “LIMIT” statement in Pig Latin limits the number of records returned from a dataset.
11. Which of the following statements is true about Pig Latin scripts?
a) They can be executed only on a single node
b) They must be written in Java
c) They can be run on a cluster of nodes
d) They require a web interface to execute
Answer: c) They can be run on a cluster of nodes
Explanation: Pig Latin scripts can be run on a cluster of nodes, allowing for distributed data processing.
12. What is the name of the component in Apache Pig that translates Pig Latin scripts into MapReduce jobs?
a) Pig Compiler
b) Pig Executor
c) Pig Runner
d) Pig Transformer
Answer: a) Pig Compiler
Explanation: The Pig Compiler component in Apache Pig translates Pig Latin scripts into MapReduce jobs.
13. Which of the following statements is true about Pig Latin UDFs (User-Defined Functions)?
a) They can only be written in Java
b) They can be written in multiple programming languages
c) They are not allowed in Pig Latin scripts
d) They are pre-built functions provided by Pig
Answer: b) They can be written in multiple programming languages
Explanation: Pig Latin UDFs can be written in multiple programming languages such as Java, Python, and JavaScript.
14. What is the function of the Pig Latin statement “DESCRIBE”?
a) Groups data based on a specified key
b) Sorts data in ascending order
c) Provides metadata about a dataset
d) Performs a cross-product of two datasets
Answer: c) Provides metadata about a dataset
Explanation: The “DESCRIBE” statement in Pig Latin provides metadata about a dataset, including schema information and data types.
15. Which of the following statements is true about Apache Pig Latin schemas?
a) They cannot be defined by the user
b) They must be defined using JSON
c) They are optional
d) They must be defined for all datasets
Answer: c) They are optional
Explanation: Schemas in Apache Pig Latin are optional and can be defined by the user if necessary.
16. What is the function of the Pig Latin statement “EXPLAIN”?
a) Groups data based on a specified key
b) Sorts data in ascending order
c) Provides a detailed explanation of the execution plan for a Pig Latin script
d) Performs a cross-product of two datasets
Answer: c) Provides a detailed explanation of the execution plan for a Pig Latin script
Explanation: The “EXPLAIN” statement in Pig Latin provides a detailed explanation of the execution plan for a Pig Latin script.
17. Which of the following statements is true about Pig Latin LOAD statements?
a) They are not required for reading data into Pig
b) They are used to write data to a file
c) They must be written in Java
d) They specify the location and format of the input data
Answer: d) They specify the location and format of the input data
Explanation: Pig Latin LOAD statements specify the location and format of the input data to be read into Pig.
18. What is the function of the Pig Latin statement “STORE”?
a) Groups data based on a specified key
b) Sorts data in ascending order
c) Writes data to a file
d) Performs a cross-product of two datasets
Answer: c) Writes data to a file
Explanation: The “STORE” statement in Pig Latin writes the output data to a file.
19. Which of the following Pig Latin statements is used to group data based on a specified key?
a) GROUP BY
b) SORT BY
c) LIMIT
d) FOREACH
Answer: a) GROUP BY
Explanation: The “GROUP BY” statement in Pig Latin is used to group data based on a specified key.
20. Which of the following Pig Latin statements is used to sort data in ascending order?
a) GROUP BY
b) SORT BY
c) LIMIT
d) FOREACH
Answer: b) SORT BY
Explanation: The “SORT BY” statement in Pig Latin is used to sort data in ascending order.
21. Which of the following Pig Latin statements is used to filter data based on a specified condition?
a) GROUP BY
b) SORT BY
c) LIMIT
d) FILTER
Answer: d) FILTER
Explanation: The “FILTER” statement in Pig Latin is used to filter data based on a specified condition.
22. Which of the following Pig Latin statements is used to join two datasets?
a) JOIN
b) UNION
c) CROSS
d) MERGE
Answer: a) JOIN
Explanation: The “JOIN” statement in Pig Latin is used to join two datasets.
23. Which of the following Pig Latin statements is used to combine two datasets?
a) JOIN
b) UNION
c) CROSS
d) MERGE
Answer: b) UNION
Explanation: The “UNION” statement in Pig Latin is used to combine two datasets.
24. Which of the following Pig Latin statements is used to perform a cross-product of two datasets?
a) JOIN
b) UNION
c) CROSS
d) MERGE
Answer: c) CROSS
Explanation: The “CROSS” statement in Pig Latin is used to perform a cross-product of two datasets.
25. Which of the following Pig Latin statements is used to apply a function to each record in a dataset?
a) GROUP BY
b) SORT BY
c) LIMIT
d) FOREACH
Answer: d) FOREACH
Explanation: The “FOREACH” statement in Pig Latin is used to apply a function to each record in a dataset.
26. Which of the following Pig Latin statements is used to aggregate data based on a specified key?
a) GROUP BY
b) SORT BY
c) LIMIT
d) FOREACH
Answer: a) GROUP BY
Explanation: The “GROUP BY” statement in Pig Latin is used to aggregate data based on a specified key.
27. Which of the following Pig Latin statements is used to compute the sum of a specified column?
a) SUM
b) AVG
c) MAX
d) MIN
Answer: a) SUM
Explanation: The “SUM” statement in Pig Latin is used to compute the sum of a specified column.
28. Which of the following Pig Latin statements is used to compute the average of a specified column?
a) SUM
b) AVG
c) MAX
d) MIN
Answer: b) AVG
Explanation: The “AVG” statement in Pig Latin is used to compute the average of a specified column.
29. Which of the following Pig Latin statements is used to compute the maximum value of a specified column?
a) SUM
b) AVG
c) MAX
d) MIN
Answer: c) MAX
Explanation: The “MAX” statement in Pig Latin is used to compute the maximum value of a specified column.
30. Which of the following Pig Latin statements is used to compute the minimum value of a specified column?
a) SUM
b) AVG
c) MAX
d) MIN
Answer: d) MIN
Explanation: The “MIN” statement in Pig Latin is used to compute the minimum value of a specified column.
31. Which of the following Pig Latin statements is used to load data from a Hadoop Distributed File System (HDFS)?
a) LOAD
b) STORE
c) DUMP
d) FILTER
Answer: a) LOAD
Explanation: The “LOAD” statement in Pig Latin is used to load data from a Hadoop Distributed File System (HDFS).
32. Which of the following Pig Latin statements is used to store data in a Hadoop Distributed File System (HDFS)?
a) LOAD
b) STORE
c) DUMP
d) FILTER
Answer: b) STORE
Explanation: The “STORE” statement in Pig Latin is used to store data in a Hadoop Distributed File System (HDFS).
33. Which of the following Pig Latin statements is used to display data on the console?
a) LOAD
b) STORE
c) DUMP
d) FILTER
Answer: c) DUMP
Explanation: The “DUMP” statement in Pig Latin is used to display data on the console.
34. Which of the following Pig Latin statements is used to remove duplicate records from a dataset?
a) DISTINCT
b) GROUP BY
c) SORT BY
d) LIMIT
Answer: a) DISTINCT
Explanation: The “DISTINCT” statement in Pig Latin is used to remove duplicate records from a dataset.
35. Which of the following Pig Latin statements is used to limit the number of records in a dataset?
a) DISTINCT
b) GROUP BY
c) SORT BY
d) LIMIT
Answer: d) LIMIT
Explanation: The “LIMIT” statement in Pig Latin is used to limit the number of records in a dataset.
36. Which of the following Pig Latin statements is used to split a dataset into multiple datasets based on a specified condition?
a) SPLIT
b) JOIN
c) UNION
d) CROSS
Answer: a) SPLIT
Explanation: The “SPLIT” statement in Pig Latin is used to split a dataset into multiple datasets based on a specified condition.
37. Which of the following Pig Latin statements is used to define a user-defined function?
a) DEFINE
b) REGISTER
c) LOAD
d) STORE
Answer: a) DEFINE
Explanation: The “DEFINE” statement in Pig Latin is used to define a user-defined function.
38. Which of the following Pig Latin statements is used to register a user-defined function?
a) DEFINE
b) REGISTER
c) LOAD
d) STORE
Answer: b) REGISTER
Explanation: The “REGISTER” statement in Pig Latin is used to register a user-defined function.
39. Which of the following Pig Latin statements is used to load a user-defined function?
a) DEFINE
b) REGISTER
c) LOAD
d) STORE
Answer: c) LOAD
Explanation: The “LOAD” statement in Pig Latin is used to load a user-defined function.
40. Which of the following Pig Latin statements is used to store a user-defined function?
a) DEFINE
b) REGISTER
c) LOAD
d) STORE
Answer: d) STORE
Explanation: The “STORE” statement in Pig Latin is used to store data to a file.
41. Which of the following Pig Latin statements is used to perform a left outer join?
a) JOIN
b) COGROUP
c) CROSS
d) UNION
Answer: b) COGROUP
Explanation: The “COGROUP” statement in Pig Latin is used to perform a left outer join.
42. Which of the following Pig Latin statements is used to perform a right outer join?
a) JOIN
b) COGROUP
c) CROSS
d) UNION
Answer: b) COGROUP
Explanation: The “COGROUP” statement in Pig Latin is used to perform a right outer join.
43. Which of the following Pig Latin statements is used to perform a full outer join?
a) JOIN
b) COGROUP
c) CROSS
d) UNION
Answer: b) COGROUP
Explanation: The “COGROUP” statement in Pig Latin is used to perform a full outer join.
44. Which of the following Pig Latin statements is used to perform a self-join?
a) JOIN
b) COGROUP
c) CROSS
d) UNION
Answer: a) JOIN
Explanation: The “JOIN” statement in Pig Latin is used to join a dataset with itself.
45. Which of the following Pig Latin statements is used to filter out records that do not match a specified condition?
a) DISTINCT
b) GROUP BY
c) FILTER
d) LIMIT
Answer: c) FILTER
Explanation: The “FILTER” statement in Pig Latin is used to filter out records that do not match a specified condition.
46. Which of the following Pig Latin statements is used to sort a dataset based on a specified column?
a) DISTINCT
b) GROUP BY
c) SORT BY
d) LIMIT
Answer: c) SORT BY
Explanation: The “SORT BY” statement in Pig Latin is used to sort a dataset based on a specified column.
47. Which of the following Pig Latin statements is used to group a dataset based on a specified column?
a) DISTINCT
b) GROUP BY
c) SORT BY
d) LIMIT
Answer: b) GROUP BY
Explanation: The “GROUP BY” statement in Pig Latin is used to group a dataset based on a specified column.
48. Which of the following Pig Latin statements is used to generate a new dataset by combining two or more datasets?
a) JOIN
b) COGROUP
c) CROSS
d) UNION
Answer: d) UNION
Explanation: The “UNION” statement in Pig Latin is used to generate a new dataset by combining two or more datasets.
49. Which of the following Pig Latin statements is used to calculate the average value of a specified column?
a) SUM
b) AVG
c) MAX
d) MIN
Answer: b) AVG
Explanation: The “AVG” statement in Pig Latin is used to calculate the average value of a specified column.
50. Which of the following Pig Latin statements is used to calculate the total sum of a specified column?
a) SUM
b) AVG
c) MAX
d) MIN
Answer: a) SUM
Explanation: The “SUM” statement in Pig Latin is used to calculate the total sum of a specified column.
51. Which of the following Pig Latin statements is used to calculate the maximum value of a specified column?
a) SUM
b) AVG
c) MAX
d) MIN
Answer: c) MAX
Explanation: The “MAX” statement in Pig Latin is used to calculate the maximum value of a specified column.
52. Which of the following Pig Latin statements is used to calculate the minimum value of a specified column?
a) SUM
b) AVG
c) MAX
d) MIN
Answer: d) MIN
Explanation: The “MIN” statement in Pig Latin is used to calculate the minimum value of a specified column.
53. Which of the following Pig Latin statements is used to flatten a nested column in a dataset?
a) FLATTEN
b) NEST
c) GROUP
d) ORDER
Answer: a) FLATTEN
Explanation: The “FLATTEN” statement in Pig Latin is used to flatten a nested column in a dataset.
54. Which of the following Pig Latin statements is used to generate a schema for a dataset?
a) DESCRIBE
b) ILLUSTRATE
c) DUMP
d) EXPLAIN
Answer: a) DESCRIBE
Explanation: The “DESCRIBE” statement in Pig Latin is used to generate a schema for a dataset.
55. Which of the following Pig Latin statements is used to visualize a sample of a dataset?
a) DESCRIBE
b) ILLUSTRATE
c) DUMP
d) EXPLAIN
Answer: b) ILLUSTRATE
Explanation: The “ILLUSTRATE” statement in Pig Latin is used to visualize a sample of a dataset.
56. Which of the following Pig Latin statements is used to output the contents of a dataset to the console?
a) DESCRIBE
b) ILLUSTRATE
c) DUMP
d) EXPLAIN
Answer: c) DUMP
Explanation: The “DUMP” statement in Pig Latin is used to output the contents of a dataset to the console.
57. Which of the following Pig Latin statements is used to display the logical execution plan for a Pig Latin script?
a) DESCRIBE
b) ILLUSTRATE
c) DUMP
d) EXPLAIN
Answer: d) EXPLAIN
Explanation: The “EXPLAIN” statement in Pig Latin is used to display the logical execution plan for a Pig Latin script.
58. Which of the following Pig Latin statements is used to store the result of a Pig Latin script to a file system?
a) STORE
b) SAVE
c) OUTPUT
d) WRITE
Answer: a) STORE
Explanation: The “STORE” statement in Pig Latin is used to store the result of a Pig Latin script to a file system.
59. Which of the following Pig Latin statements is used to load a dataset from a file system?
a) LOAD
b) INPUT
c) GET
d) FETCH
Answer: a) LOAD
Explanation: The “LOAD” statement in Pig Latin is used to load a dataset from a file system.
60. Which of the following Pig Latin statements is used to specify the format of the data being loaded?
a) FORMAT
b) TYPE
c) SCHEMA
d) USING
Answer: d) USING
Explanation: The “USING” keyword is used in Pig Latin to specify the format of the data being loaded.
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