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https://issues.apache.org/jira/browse/BEAM-649?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Amit Sela updated BEAM-649:
---------------------------
    Assignee:     (was: Amit Sela)

> Pipeline "actions" should use foreachRDD via ParDo.
> ---------------------------------------------------
>
>                 Key: BEAM-649
>                 URL: https://issues.apache.org/jira/browse/BEAM-649
>             Project: Beam
>          Issue Type: Bug
>          Components: runner-spark
>            Reporter: Amit Sela
>
> Spark will execute a pipeline ONLY if it's triggered by an action (batch) / 
> output operation (streaming) - 
> http://spark.apache.org/docs/1.6.2/streaming-programming-guide.html#output-operations-on-dstreams.
> Currently, such actions in Beam are mostly implemented via ParDo, and 
> translated by the runner as a Map transformation (via mapPartitions).
> The runner overcomes this by "forcing" actions on untranslated leaves.
> While this is OK, it would be better in some cases, e.g., Sinks, to apply the 
> same ParDo translation but with foreach/foreachRDD instead of 
> foreachPartition/mapPartitions.



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