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https://issues.apache.org/jira/browse/SPARK-9270?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14638325#comment-14638325
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Sean Owen commented on SPARK-9270:
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Yeah there's probably an additional change to be made, just have a look at what 
was done in that PR to propose something consistent.

> spark.app.name is not honored by pyspark
> ----------------------------------------
>
>                 Key: SPARK-9270
>                 URL: https://issues.apache.org/jira/browse/SPARK-9270
>             Project: Spark
>          Issue Type: Bug
>          Components: PySpark
>    Affects Versions: 1.4.1, 1.5.0
>            Reporter: Cheolsoo Park
>            Priority: Minor
>
> Currently, the app name is hardcoded in pyspark as "PySparkShell", and the 
> {{spark.app.name}} property is not honored.
> SPARK-8650 fixed this issue for spark-sql, but pyspark is not fixed.
> SPARK-9180 introduced a new option {{--name}} for spark-shell, but the 
> {{spark.app.name}} property isn't honored in spark-shell.
> sparkR is different because {{SparkContext}} is not automatically constructed 
> in sparkR, and the app name can be set when initializing {{SparkContext}}.
> In summary-
> ||shell||support --conf spark.app.name||
> |pyspark|no|
> |spark-shell|no, but --name has the same result|
> |spark-sql|yes|
> |sparkR|n/a| 



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