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WithoutBook LIVE Mock Interviews Apache Hive Related interview subjects: 24

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Intermediate / 1 to 5 years experienced level questions & answers

Ques 4

How can you load data into Hive from an external table?

You can use the 'LOAD DATA INPATH' or 'INSERT OVERWRITE' command to load data into Hive from an external table.

Example:

LOAD DATA INPATH '/path/to/data' INTO TABLE table_name;
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Ques 7

How can you perform data sorting in Hive?

You can use the 'SORT BY' clause in the 'CREATE TABLE' statement to achieve data sorting in Hive.

Example:

CREATE TABLE sorted_table (column1 INT, column2 STRING) SORT BY column1;
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Ques 8

What are the differences between Hive and Pig?

Hive is SQL-based, while Pig uses a scripting language called Pig Latin. Hive is suitable for data warehousing, while Pig is more versatile for data processing.
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Ques 9

How can you join tables in Hive?

You can perform joins in Hive using the standard SQL syntax, such as INNER JOIN, LEFT JOIN, and RIGHT JOIN.

Example:

SELECT * FROM table1 t1 INNER JOIN table2 t2 ON t1.id = t2.id;
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Ques 10

How can you handle null values in Hive?

You can use the 'COALESCE' function or 'CASE' statement to handle null values in Hive queries.

Example:

SELECT column1, COALESCE(column2, 'NA') FROM table_name;
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Ques 14

How can you perform data sampling in Hive?

You can use the 'TABLESAMPLE' clause in the 'SELECT' statement to perform data sampling in Hive.

Example:

SELECT * FROM table_name TABLESAMPLE(BUCKET x OUT OF total);
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Ques 15

Explain the use of Hive's EXPLAIN statement.

The 'EXPLAIN' statement in Hive provides the execution plan of a query, helping in query optimization and troubleshooting.

Example:

EXPLAIN SELECT * FROM table_name;
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