Rui Fan created FLINK-34906:
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             Summary: Don't start autoscaling when some tasks are not running
                 Key: FLINK-34906
                 URL: https://issues.apache.org/jira/browse/FLINK-34906
             Project: Flink
          Issue Type: Improvement
          Components: Autoscaler
            Reporter: Rui Fan
            Assignee: Rui Fan
             Fix For: 1.9.0
         Attachments: image-2024-03-21-17-40-23-523.png

Currently, the autoscaler will scale a job when the JobStatus is RUNNING. But 
the JobStatus will be RUNNING once job starts schedule, so it doesn't mean all 
tasks are running. Especially, when the resource isn't enough or job recovers 
from large state.

The autoscaler will throw exception and generate the AutoscalerError event when 
tasks are not ready, such as: 

 !image-2024-03-21-17-40-23-523.png! 


Solution: we only scale job that all tasks are running(some of tasks may be 
finished). 



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