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https://issues.apache.org/jira/browse/SPARK-18931?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15765755#comment-15765755
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Dongjoon Hyun commented on SPARK-18931:
---------------------------------------

Hi, [~smilegator].
This seems to be related to SPARK-18931 .
Could you test this together when you make a PR for SPARK-18931 for master 
branch?

> Create empty staging directory in partitioned table on insert
> -------------------------------------------------------------
>
>                 Key: SPARK-18931
>                 URL: https://issues.apache.org/jira/browse/SPARK-18931
>             Project: Spark
>          Issue Type: Bug
>          Components: SQL
>    Affects Versions: 2.0.2
>            Reporter: Egor Pahomov
>
> CREATE TABLE temp.test_partitioning_4 (                
>   num string
>  )                                 
> PARTITIONED BY (                                    
>   day string)    
>   stored as parquet
> On every 
> INSERT INTO TABLE temp.test_partitioning_4 PARTITION (day)
> select day, count(*) as num from 
> hss.session where year=2016 and month=4 
> group by day
> new directory 
> ".hive-staging_hive_2016-12-19_15-55-11_298_3412488541559534475-4" created on 
> HDFS.  It's big issue, because I insert every day and bunch of empty dirs on 
> HDFS is very bad for HDFS.



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