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https://issues.apache.org/jira/browse/FLINK-31173?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Zhipeng Zhang reassigned FLINK-31173:
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Assignee: Zhipeng Zhang
> Fix several bugs in flink-ml-iteration module
> ---------------------------------------------
>
> Key: FLINK-31173
> URL: https://issues.apache.org/jira/browse/FLINK-31173
> Project: Flink
> Issue Type: Bug
> Components: Library / Machine Learning
> Affects Versions: ml-2.0.0, ml-2.1.0, ml-2.2.0
> Reporter: Zhipeng Zhang
> Assignee: Zhipeng Zhang
> Priority: Major
>
> In flink-ml-iteration, there are several bugs as follows:
> # TailOperator should have one input operator. We have added a Tail operator
> to increment the epoch watermark at each iteration. We have made an
> assumption that each Tail operator have only one input and did not align the
> epoch watermarks from different inputs. This assumption might not be true if
> the input is an `union`.
> # ReplayOperator should replay the records when it receives max
> epochwatermark. Currently ReplayOperator does not replay the records when it
> receives the max epochwatermark. However, it is inconsistent with the
> HeadOperator. As HeadOperator will always forward the record to downstreams.
> # ProxyOperatorStateBackend does not correctly initialize the state
> descriptor.
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