Ufuk Celebi created FLINK-4512:
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             Summary: Add option for persistent checkpoints
                 Key: FLINK-4512
                 URL: https://issues.apache.org/jira/browse/FLINK-4512
             Project: Flink
          Issue Type: Sub-task
          Components: State Backends, Checkpointing
            Reporter: Ufuk Celebi


Allow periodic checkpoints to be persisted by writing out their meta data. This 
is what we currently do for savepoints, but in the future checkpoints and 
savepoints are likely to diverge with respect to guarantees they give for 
updatability, etc.

This means that the difference between persistent checkpoints and savepoints in 
the long term will be that persistent checkpoints can only be restored with the 
same job settings (like parallelism, etc.)

Regular and persisted checkpoints should behave differently with respect to 
disposal in *globally* terminal job states (FINISHED, CANCELLED, FAILED): 
regular checkpoints are cleaned up in all of these cases whereas persistent 
checkpoints only on FINISHED. Maybe with the option to customize behaviour on 
CANCELLED or FAILED.



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