isunjin removed a comment on issue #6684: [FLINK-10205] Batch Job: InputSplit Fault tolerant for DataSource… URL: https://github.com/apache/flink/pull/6684#issuecomment-431734239 Great discussion, thanks everybody. @wenlong88, the scenario you mention is what i try to fix. [here](https://github.com/isunjin/flink/commit/b61b58d963ea11d34e2eb7ec6f4fe4bfed4dca4a) is a concrete example, a simple word count job will have data inconsistent while failover, the job should fail but success with zero output. @tillrohrmann, **_InputSplitAssigner_** generate a list of _**InputSplit**_, the order might not matter, but every input should be proceed exactly once, if a task fail while process a _**InputSplit**_, this _**InputSplit**_ should be processed again, however, in batch scenario, it might not true, [this](https://github.com/isunjin/flink/commit/b61b58d963ea11d34e2eb7ec6f4fe4bfed4dca4a) repro shows that the current codebase doesn't has this logic and thus it has data inconsistent issue. Its not a problem in Streaming scenario, as the _**InputSplit**_ will be treat as a record, eg: in _**ContinuousFileMonitoringFunction**_, it will collect _**InputSplit**_ and every _**InputSplit**_ will be guaranteed process exactly once by FLINK, @wenlong88 will this work in your scenario?
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