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https://issues.apache.org/jira/browse/SPARK-13587?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15218610#comment-15218610
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Juliet Hougland commented on SPARK-13587:
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Being able to ship around pex files like we do .py and .egg files sounds very
reasonable from a delineation of responsibilities perspective.
I like the idea and would support a change like that. A question/edge case
worth working out is how pex files relate to compiled c libs that python libs
may need to link to. I don't know much about pex, but initial assessment is
that it shouldn't be a huge problem. I like this solution.
> Support virtualenv in PySpark
> -----------------------------
>
> Key: SPARK-13587
> URL: https://issues.apache.org/jira/browse/SPARK-13587
> 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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