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https://issues.apache.org/jira/browse/FLINK-7646?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Flink Jira Bot updated FLINK-7646:
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      Labels: auto-deprioritized-major auto-deprioritized-minor  (was: 
auto-deprioritized-major stale-minor)
    Priority: Not a Priority  (was: Minor)

This issue was labeled "stale-minor" 7 days ago and has not received any 
updates so it is being deprioritized. If this ticket is actually Minor, please 
raise the priority and ask a committer to assign you the issue or revive the 
public discussion.


> Restart failed jobs with configurable parallelism range
> -------------------------------------------------------
>
>                 Key: FLINK-7646
>                 URL: https://issues.apache.org/jira/browse/FLINK-7646
>             Project: Flink
>          Issue Type: Improvement
>          Components: API / DataStream
>    Affects Versions: 1.3.2
>            Reporter: Elias Levy
>            Priority: Not a Priority
>              Labels: auto-deprioritized-major, auto-deprioritized-minor
>
> Currently, if a TaskManager fails the whole job is terminated and then, 
> depending on the restart policy, may be attempted to be restarted.  If the 
> failed TaskManager has not been replaced, and there are no spare task slots 
> in the cluster, the job will fail to be restarted.
> There are situations where restoring or adding a new TaskManager may take a 
> while  For instance, in AWS an Auto Scaling Group can only be used to manage 
> a group of instances in a single availability zone.  If you have a cluster of 
> TaskManagers that spans an AZ, managed by one ASG per AZ, and an AZ goes 
> dark, the other ASGs won't scale automatically to make up for the lost 
> TaskManagers.  To resolve the situation the healthy ASGs will need to be 
> modified manually or by systems external to AWS.
> With that in mind, it would be useful if you could specify a range for the 
> parallelism parameter.  Under normal circumstances the job would execute with 
> the maximum parallelism of the range.  But if TaskManagers were lost and not 
> replaced after some time, the job would accept being execute with some lower 
> parallelism within the range.
> I understand that this may not be feasible with checkpoints, as savepoints 
> are supposed to be the mechanism used to change parallelism of a stateful 
> job.  Therefore, this proposal may need to wait until the implementation of 
> the periodic savepoint feature (FLINK-4511).
> This feature would aid the availability of Flink jobs.



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