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Posted to issues@spark.apache.org by "Apache Spark (JIRA)" <ji...@apache.org> on 2015/01/03 05:19:34 UTC
[jira] [Commented] (SPARK-5063) Raise more helpful errors when RDD
actions or transformations are called inside of transformations
[ https://issues.apache.org/jira/browse/SPARK-5063?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14263415#comment-14263415 ]
Apache Spark commented on SPARK-5063:
-------------------------------------
User 'JoshRosen' has created a pull request for this issue:
https://github.com/apache/spark/pull/3884
> Raise more helpful errors when RDD actions or transformations are called inside of transformations
> --------------------------------------------------------------------------------------------------
>
> Key: SPARK-5063
> URL: https://issues.apache.org/jira/browse/SPARK-5063
> Project: Spark
> Issue Type: Improvement
> Components: Spark Core
> Reporter: Josh Rosen
> Assignee: Josh Rosen
>
> Spark does not support nested RDDs or performing Spark actions inside of transformations; this usually leads to NullPointerExceptions (see SPARK-718 as one example). The confusing NPE is one of the most common sources of Spark questions on StackOverflow:
> - https://stackoverflow.com/questions/13770218/call-of-distinct-and-map-together-throws-npe-in-spark-library/14130534#14130534
> - https://stackoverflow.com/questions/23793117/nullpointerexception-in-scala-spark-appears-to-be-caused-be-collection-type/23793399#23793399
> - https://stackoverflow.com/questions/25997558/graphx-ive-got-nullpointerexception-inside-mapvertices/26003674#26003674
> (those are just a sample of the ones that I've answered personally; there are many others).
> I think we can detect these errors by adding logic to {{RDD}} to check whether {{sc}} is null (e.g. turn {{sc}} into a getter function); we can use this to add a better error message.
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