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https://issues.apache.org/jira/browse/BEAM-11998?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17385111#comment-17385111
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Ignacio Taranto commented on BEAM-11998:
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Is there any plan to implement this? Right now KafkaIO is unusable in Python 
due to this issue.

> Portable runners should be able to issue checkpoints to Splittable DoFn
> -----------------------------------------------------------------------
>
>                 Key: BEAM-11998
>                 URL: https://issues.apache.org/jira/browse/BEAM-11998
>             Project: Beam
>          Issue Type: New Feature
>          Components: cross-language, runner-flink, runner-spark
>            Reporter: Boyuan Zhang
>            Priority: P2
>              Labels: stale-P2
>         Attachments: read.png
>
>
> To execute unbounded Splittable DoFn over fnapi in streaming mode properly, 
> portable runners should issue split(ProcessBundleSplitRequest with 
> fraction_of_remainder > 0) or simply checkpoint(ProcessBundleSplitRequest 
> with fraction_of_remainder == 0) to SDK regularly to make current bundle 
> finished processing instead of running forever.



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