You need to store your data into "column-based" format, checking out Hive 
RCFile, and its InputFormat option.
Yong

Date: Mon, 23 Dec 2013 21:37:23 +0800
Subject: Any method to get input splits by column?
From: samliuhad...@gmail.com
To: user@hadoop.apache.org

Hi,

By default, MR inputformat classes break input file into splits by rows. 
However, we have a specilal requirement on MR app: get input splits by column.

Is there any good method?


Thanks!
                                          

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