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https://issues.apache.org/jira/browse/FLINK-22136?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Arvid Heise resolved FLINK-22136.
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    Fix Version/s: 1.14.0
       Resolution: Fixed

> Device application for unaligned checkpoint test on cluster
> -----------------------------------------------------------
>
>                 Key: FLINK-22136
>                 URL: https://issues.apache.org/jira/browse/FLINK-22136
>             Project: Flink
>          Issue Type: Sub-task
>            Reporter: Arvid Heise
>            Assignee: Anton Kalashnikov
>            Priority: Major
>              Labels: pull-request-available
>             Fix For: 1.14.0
>
>
> To test unaligned checkpoints, we should use a few different applications 
> that use different features:
> *     Mixing forward/rescale channels with keyby or other shuffle operations
> *     Unions
> *     2 or n-ary operators
> *     Associated state ((keyed) process function)
> *     Correctness verifications
> The sinks should not be mocked but rather should be able to induce a fair 
> amount of backpressure into the system. Quite possibly, it would be a good 
> idea to have a way to add more backpressure to the sink by running the 
> respective system on the cluster and be able to add/remove parallel instances.
> Things to check in the application
> * Inflight data is restored to the correct keygroups -> can be checked with 
> keyed state in a process function
> * Correctness: Completeness (no lost records) + no duplicates
> * Orderness of data for keyed exchanges (we guarantee that records with the 
> same key retain orderness across keyed operators)
> * (To detect errors early, we can also use magic headers)



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