June 2018
Beginner to intermediate
210 pages
5h 12m
English
Content preview from Apache Hive Essentials - Second Edition
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Rollup and Cube
The ROLLUP statement enables a SELECT statement to calculate multiple levels of aggregations across a specified group of dimensions. The ROLLUP statement is a simple extension of the GROUP BY clause with high efficiency and minimal overhead for a query. Compared to GROUPING SETS, which creates specified levels of aggregations, ROLLUP creates n+1 levels of aggregations, where n is the number of grouping columns. First, it calculates the standard aggregate values specified in the GROUP BY clause. Then, it creates higher-level subtotals, moving from right to left through the list of combinations of grouping columns. For example, GROUP BY a,b,c WITH ROLLUP is equivalent to GROUP BY a,b,c GROUPING SETS ((a,b,c),(a,b),(a),()).
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