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https://issues.apache.org/jira/browse/SPARK-7699?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14560227#comment-14560227
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Sandy Ryza commented on SPARK-7699:
-----------------------------------

I think tying this the AM-RM heartbeat would just make things more confusing, 
especially now that the heartbeat interval is variable.  Whether we've had a 
fair chance to allocate resources also depends on internal YARN configurations, 
like the NM-RM heartbeat interval or whether continuous scheduling is enabled.  
I don't think there's any easy notion of "fair chance" that doesn't rely on a 
timeout.

Another option would be to avoid adjusting targetNumExecutors down before the 
first job is submitted.



> Number of executors can be reduced from initial before work is scheduled
> ------------------------------------------------------------------------
>
>                 Key: SPARK-7699
>                 URL: https://issues.apache.org/jira/browse/SPARK-7699
>             Project: Spark
>          Issue Type: Improvement
>          Components: Spark Core
>            Reporter: meiyoula
>            Priority: Minor
>
> spark.dynamicAllocation.minExecutors 2
> spark.dynamicAllocation.initialExecutors  3
> spark.dynamicAllocation.maxExecutors 4
> Just run the spark-shell with above configurations, the initial executor 
> number is 2.



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