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If you see such scenario, make sure to verify the no. of files in each partitions of the table. It is possible that if there are too many small files in the order of KBs under each partition then most of the time is spent in just opening the file in ORC. Check if it is expected to have so many files in each partition or if it is possible to merge them before loading data.