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https://issues.apache.org/jira/browse/FLINK-8407?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16337780#comment-16337780
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Aljoscha Krettek commented on FLINK-8407:
-----------------------------------------

The culprit is actually this piece of code: 
https://github.com/apache/flink/blob/e8edbcafae6561423d0f8f321d2b64805f09357b/flink-streaming-java/src/main/java/org/apache/flink/streaming/api/datastream/SingleOutputStreamOperator.java#L409

Setting a connection type, i.e. a partitioning or whatnot, should not return a 
{{SingleOutputStreamOperator}}. In this case the check in {{DataStream.scala}} 
will also work properly.

> Setting the parallelism after a partitioning operation should be forbidden
> --------------------------------------------------------------------------
>
>                 Key: FLINK-8407
>                 URL: https://issues.apache.org/jira/browse/FLINK-8407
>             Project: Flink
>          Issue Type: Bug
>          Components: DataStream API
>            Reporter: Xingcan Cui
>            Assignee: Xingcan Cui
>            Priority: Major
>
> Partitioning operations ({{shuffle}}, {{rescale}}, etc.) for a {{DataStream}} 
> create new {{DataStreams}}, which allow the users to set parallelisms for 
> them. However, the {{PartitionTransformations}} in these returned 
> {{DataStreams}} will only add virtual nodes, whose parallelisms could not be 
> specified, in the execution graph. We should forbid users to set the 
> parallelism after a partitioning operation since they won't actually work. 
> Also the corresponding documents should be updated.



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