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https://issues.apache.org/jira/browse/SPARK-12890?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15115148#comment-15115148
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Liang-Chi Hsieh commented on SPARK-12890:
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As {{DataFrame.parquet}} accepts paths as parameter, your partition information 
can be already embedded in the paths?

> 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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