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https://issues.apache.org/jira/browse/SPARK-17071?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15422241#comment-15422241
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Apache Spark commented on SPARK-17071:
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User 'HyukjinKwon' has created a pull request for this issue:
https://github.com/apache/spark/pull/14660

> Fetch Parquet schema within driver-side when there is single file to touch 
> without another Spark job
> ----------------------------------------------------------------------------------------------------
>
>                 Key: SPARK-17071
>                 URL: https://issues.apache.org/jira/browse/SPARK-17071
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>    Affects Versions: 2.0.0
>            Reporter: Hyukjin Kwon
>
> Currently, it seems always launch a Spark distributed job to fetch and merge 
> Parquet's schemas.
> It seems we don't actually have to run another Spark job even when there is 
> only a single file to touch (meaning without {{mergeSchema}}) but just fetch 
> the schema within driver-side just like ORC data source is doing.



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