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Posted to issues@spark.apache.org by "Josh Rosen (JIRA)" <ji...@apache.org> on 2014/10/04 23:05:34 UTC

[jira] [Commented] (SPARK-922) Update Spark AMI to Python 2.7

    [ https://issues.apache.org/jira/browse/SPARK-922?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14159284#comment-14159284 ] 

Josh Rosen commented on SPARK-922:
----------------------------------

I chatted with someone who had a job that ran ~20x slower on Python 2.6 than on 2.7, likely due to changes to the json library (in 2.7+, json is implemented as a C extension rather than in pure-Python).  Maybe we should add a note on this to the docs.

> Update Spark AMI to Python 2.7
> ------------------------------
>
>                 Key: SPARK-922
>                 URL: https://issues.apache.org/jira/browse/SPARK-922
>             Project: Spark
>          Issue Type: Task
>          Components: EC2, PySpark
>    Affects Versions: 0.9.0, 0.9.1, 1.0.0
>            Reporter: Josh Rosen
>             Fix For: 1.2.0
>
>
> Many Python libraries only support Python 2.7+, so we should make Python 2.7 the default Python on the Spark AMIs.



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