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https://issues.apache.org/jira/browse/SPARK-12890?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15115204#comment-15115204
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Hyukjin Kwon commented on SPARK-12890:
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Actually I don't still understand what is an issue here. This might not be 
merging schemas as it is disabled by default and any filter is not being pushed 
down here.

I mean, the referenced column would be {{date}} and given filters would be 
empty. So it tries to read all the files regardless of file format as long as 
it supports to partitioned files.

> Spark SQL query related to only partition fields should not scan the whole 
> data.
> --------------------------------------------------------------------------------
>
>                 Key: SPARK-12890
>                 URL: https://issues.apache.org/jira/browse/SPARK-12890
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>            Reporter: Prakash Chockalingam
>
> I have a SQL query which has only partition fields. The query ends up 
> scanning all the data which is unnecessary.
> Example: select max(date) from table, where the table is partitioned by date.



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