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https://issues.apache.org/jira/browse/FLINK-19799?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17221298#comment-17221298
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Jingsong Lee commented on FLINK-19799:
--------------------------------------

> the checkpoint state is in general a combination of the enumerator's state 
>and the assigner's state

I think yes, it can solve the issue, now for FileSource, it is 
"{{Collection<FileSourceSplit> splits"}} and "{{Collection<Path> 
alreadyProcessedPaths"}}

> Make FileSource extensible
> --------------------------
>
>                 Key: FLINK-19799
>                 URL: https://issues.apache.org/jira/browse/FLINK-19799
>             Project: Flink
>          Issue Type: Improvement
>          Components: Connectors / FileSystem
>            Reporter: Stephan Ewen
>            Assignee: Stephan Ewen
>            Priority: Major
>             Fix For: 1.12.0
>
>
> The File System Source currently assumes all formats can represent their work 
> units as {{FileSourceSplit}}. If that is not the case, the formats cannot be 
> implemented using the {{FileSource}}.
> We need to support extending the splits to carry additional information in 
> the splits, and to use that information when creating bulk readers and 
> handling split state.  



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