hive.max.split.size can be tuned to decrease the number of mappers. Reference: http://www.slideshare.net/ye.mikez/hive-tuning (slide number 38)

Also using CombineHiveInputFormat (default input format) will combine multiple small files to form a large split and hence less number of mappers.

Prasanth Jayachandran

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