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WithoutBook LIVE Mock Interviews Sqoop Related interview subjects: 74

Interview Questions and Answers

Know the top Sqoop interview questions and answers for freshers and experienced candidates to prepare for job interviews.

Total 30 questions Interview Questions and Answers

The Best LIVE Mock Interview - You should go through before interview

Know the top Sqoop interview questions and answers for freshers and experienced candidates to prepare for job interviews.

Interview Questions and Answers

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Freshers / Beginner level questions & answers

Ques 6

How can you perform a full load import in Sqoop?

A full load import in Sqoop can be done by using the --m (or --num-mappers) option with a value of 1 to import the data using a single mapper.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --table mytable --m 1
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Ques 7

What is the purpose of the --null-string and --null-non-string options in Sqoop?

These options are used to specify the representation of NULL values in the imported data for string and non-string columns, respectively.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --table mytable --null-string --null-non-string -1
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Ques 8

What is the purpose of the --columns option in Sqoop?

The --columns option allows you to specify a comma-separated list of columns to import, excluding others from the source table.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --table mytable --columns id,name
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Ques 9

What is the purpose of the --fetch-size option in Sqoop?

The --fetch-size option specifies the number of rows to fetch in each round trip between Sqoop and the database during import.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --table mytable --fetch-size 100
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Intermediate / 1 to 5 years experienced level questions & answers

Ques 10

Explain the import command in Sqoop.

The import command in Sqoop is used to import data from a relational database into Hadoop.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --table mytable --target-dir /user/hadoop/mytable
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Ques 11

How can you perform an incremental import in Sqoop?

Incremental imports in Sqoop can be done using the --incremental option. You need to specify the mode and the column to use for tracking changes.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --table mytable --incremental append --check-column id --last-value 100
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Ques 12

Explain the export command in Sqoop.

The export command in Sqoop is used to export data from Hadoop to a relational database.

Example:

sqoop export --connect jdbc:mysql://localhost:3306/db --table mytable --export-dir /user/hadoop/mytable
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Ques 14

Explain the purpose of the --map-column-java option in Sqoop.

The --map-column-java option allows you to specify how the columns from the database table should be mapped to Java types during import.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --table mytable --map-column-java id=String,value=Double
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Ques 15

What is the difference between the free-form query import and table-based import in Sqoop?

In free-form query import, you can specify a SQL query to extract data, while in table-based import, you directly import an entire table.
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Ques 17

Explain the purpose of the --query option in Sqoop.

The --query option allows you to specify a SQL SELECT statement to retrieve data during Sqoop import.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --query SELECT * FROM mytable WHERE $CONDITIONS --split-by id
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Ques 18

Explain the purpose of the --boundary-query option in Sqoop.

The --boundary-query option allows you to specify a SQL query that is used to determine the range of values for the splitting column.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --table mytable --boundary-query SELECT MIN(id), MAX(id) FROM mytable
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Ques 19

Explain the purpose of the --boundary-query option in Sqoop.

The --boundary-query option allows you to specify a SQL query that is used to determine the range of values for the splitting column.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --table mytable --boundary-query SELECT MIN(id), MAX(id) FROM mytable
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Ques 20

How can you import data into Hive using Sqoop?

You can import data into Hive using Sqoop by specifying the --hive-import option along with the target Hive table using --hive-table.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --table mytable --hive-import --hive-table myhivetable
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Ques 21

Explain the purpose of the --hive-overwrite option in Sqoop.

The --hive-overwrite option in Sqoop is used to overwrite existing data in the Hive table during import.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --table mytable --hive-import --hive-table myhivetable --hive-overwrite
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Ques 22

How can you perform an export operation in Sqoop to update existing records?

To update existing records during export in Sqoop, you can use the --update-key option along with --update-mode option set to allowinsert.

Example:

sqoop export --connect jdbc:mysql://localhost:3306/db --table mytable --update-key id --update-mode allowinsert --export-dir /user/hadoop/mytable
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Ques 23

Explain the purpose of the --hcatalog-database option in Sqoop.

The --hcatalog-database option specifies the HCatalog database name when importing data into HCatalog.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --table mytable --hcatalog-import --hcatalog-database mydatabase
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Experienced / Expert level questions & answers

Ques 25

Explain the purpose of the --direct-split-size option in Sqoop.

The --direct-split-size option is used to specify the number of bytes per split when using direct mode for imports and exports.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --table mytable --direct --direct-split-size 1000000
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Ques 27

What is the purpose of the --validate option in Sqoop?

The --validate option is used to perform data validation during import by comparing the source and target data counts.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --table mytable --validate
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Ques 28

Explain the purpose of the --direct-split-size option in Sqoop.

The --direct-split-size option is used to specify the number of bytes per split when using direct mode for imports and exports.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --table mytable --direct --direct-split-size 1000000
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Ques 29

What is the purpose of the --direct-split-size option in Sqoop?

The --direct-split-size option is used to specify the number of bytes per split when using direct mode for imports and exports.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --table mytable --direct --direct-split-size 1000000
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Ques 30

Explain the purpose of the --autoreset-to-one-mapper option in Sqoop.

The --autoreset-to-one-mapper option automatically resets the number of mappers to one if the initial split size is larger than the total number of rows in the table.

Example:

sqoop import --connect jdbc:mysql://localhost:3306/db --table mytable --autoreset-to-one-mapper
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