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https://issues.apache.org/jira/browse/FLINK-10848?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16736924#comment-16736924
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Till Rohrmann commented on FLINK-10848:
---------------------------------------

I could confirm my suspicion. Apparently, there is a Yarn configuration where 
you request a container with {{mem}} memory and {{cores}} vcores and you 
receive a container with fewer vcores:

{code}
2019-01-07 15:53:04,840 INFO  org.apache.flink.yarn.YarnResourceManager - 
Requesting new TaskExecutor container with resources <memory:2048, vCores:3>. 
Number pending requests 10.
2019-01-07 15:53:05,627 INFO  org.apache.flink.yarn.YarnResourceManager - 
Received new container: container_1546876305579_0001_02_000002 with capacity 
<memory:2048, vCores:1> - Remaining pending container requests: 10
{code}

> Flink's Yarn ResourceManager can allocate too many excess containers
> --------------------------------------------------------------------
>
>                 Key: FLINK-10848
>                 URL: https://issues.apache.org/jira/browse/FLINK-10848
>             Project: Flink
>          Issue Type: Bug
>          Components: YARN
>    Affects Versions: 1.3.3, 1.4.2, 1.5.5, 1.6.2
>            Reporter: Shuyi Chen
>            Assignee: Shuyi Chen
>            Priority: Major
>              Labels: pull-request-available
>          Time Spent: 10m
>  Remaining Estimate: 0h
>
> Currently, both the YarnFlinkResourceManager and YarnResourceManager do not 
> call removeContainerRequest() on container allocation success. Because the 
> YARN AM-RM protocol is not a delta protocol (please see YARN-1902), 
> AMRMClient will keep all ContainerRequests that are added and send them to RM.
> In production, we observe the following that verifies the theory: 16 
> containers are allocated and used upon cluster startup; when a TM is killed, 
> 17 containers are allocated, 1 container is used, and 16 excess containers 
> are returned; when another TM is killed, 18 containers are allocated, 1 
> container is used, and 17 excess containers are returned.



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