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https://issues.apache.org/jira/browse/SPARK-12447?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Marcelo Vanzin resolved SPARK-12447.
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       Resolution: Fixed
         Assignee: Saisai Shao  (was: Apache Spark)
    Fix Version/s: 2.0.0

> Only update AM's internal state when executor is successfully launched by NM
> ----------------------------------------------------------------------------
>
>                 Key: SPARK-12447
>                 URL: https://issues.apache.org/jira/browse/SPARK-12447
>             Project: Spark
>          Issue Type: Bug
>          Components: YARN
>    Affects Versions: 1.6.0
>            Reporter: Saisai Shao
>            Assignee: Saisai Shao
>             Fix For: 2.0.0
>
>
> Currently {{YarnAllocator}} will update its managed states like 
> {{numExecutorsRunning}} after container is allocated but before executor are 
> successfully launched. 
> This happened when Spark configuration is wrong (like spark_shuffle 
> aux-service is not configured in NM occasionally), which makes executor fail 
> to launch, or NM lost when NMClient is communicated.
> In the current implementation, state will also be updated even executor is 
> failed to launch, this will lead to incorrect state of AM. Also lingering 
> container will only be release after timeout, this will introduce resource 
> waste.
> So here we should update the states only after executor is correctly 
> launched, otherwise we should release container ASAP to make it fail fast and 
> retry.



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