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If add more rows to hive table, Do we have to run a map reduce job again to build the cube if we create a cube without partition Date column

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Yes, you have to re-run your MapReduce job after adding additional rows.

CUBE creates a subtotal of all possible combinations of the set of columns you mention while running job.

After adding more rows, sub total and/or possible number of combinations might increase based upon the data in new rows.