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https://issues.apache.org/jira/browse/FLINK-11110?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Robert Metzger updated FLINK-11110:
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Component/s: Library / Machine Learning
> Support pipeline stage type inference
> -------------------------------------
>
> Key: FLINK-11110
> URL: https://issues.apache.org/jira/browse/FLINK-11110
> Project: Flink
> Issue Type: Sub-task
> Components: Library / Machine Learning
> Reporter: Weihua Jiang
> Priority: Major
>
> It is important for any AI platform to have the type inference for each stage
> and pipeline. We can have some help here for ML pipeline to support such kind
> of type inference (static type and compatibility check) for each stage and
> pipeline.
>
> That is, each stage shall declare which kind of input type and shape it can
> accept and it will output. Then, the framework will perform compatibility
> check to see whether they are compatible or not.
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