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From "Jeff Zhang (JIRA)" <>
Subject [jira] [Commented] (SPARK-13587) Support virtualenv in PySpark
Date Thu, 02 Jun 2016 03:04:59 GMT


Jeff Zhang commented on SPARK-13587:

Yes, I focus on yarn mode, I did some test on local mode, but not full test. I haven't done
it on mesos yet. 

> Support virtualenv in PySpark
> -----------------------------
>                 Key: SPARK-13587
>                 URL:
>             Project: Spark
>          Issue Type: New Feature
>          Components: PySpark
>            Reporter: Jeff Zhang
> Currently, it's not easy for user to add third party python packages in pyspark.
> * One way is to using --py-files (suitable for simple dependency, but not suitable for
complicated dependency, especially with transitive dependency)
> * Another way is install packages manually on each node (time wasting, and not easy to
switch to different environment)
> Python has now 2 different virtualenv implementation. One is native virtualenv another
is through conda. This jira is trying to migrate these 2 tools to distributed environment

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