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https://issues.apache.org/jira/browse/FLINK-2497?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17427167#comment-17427167
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LI Zhennan edited comment on FLINK-2497 at 10/11/21, 2:31 PM:
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This issue maybe relates with FLIP-15:
https://cwiki.apache.org/confluence/pages/viewpage.action?pageId=66853132
While the fix/refactor is unclear, there is a walkaround:
https://gist.github.com/nanmu42/53fe23c3f15c777291108a7f4df62b9a
Hope that helps.
was (Author: nanmu42):
This issue may related with FLIP-15:
https://cwiki.apache.org/confluence/pages/viewpage.action?pageId=66853132
While the fix/refactor is unclear, there is a walkaround:
https://gist.github.com/nanmu42/53fe23c3f15c777291108a7f4df62b9a
Hope that helps.
> Rework streaming iteration flow control
> ---------------------------------------
>
> Key: FLINK-2497
> URL: https://issues.apache.org/jira/browse/FLINK-2497
> Project: Flink
> Issue Type: Improvement
> Components: API / DataStream
> Reporter: Gyula Fora
> Priority: Minor
> Labels: auto-deprioritized-major
>
> Currently streaming iterations use a simple Blocking queue to pass data from
> the iteration tails to the iteration heads.
> While this works most of the time, during increased load (or even short
> bursts) the increased amount of records in transit inside the loop can cause
> the limited number of input/output buffer-pools to fill up and deadlock the
> system. (caused by the back-pressure mechanism)
> One solution to this problem could be to remove back-pressure on the
> loop-edge by replacing the Blocking queue with some soft spilling queue that
> will write the records automatically to disk letting the iteration tail to
> progress with its input.
> For a more robust solution we need to implement more elaborate flow control
> in streaming programs containing iterations.
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