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https://issues.apache.org/jira/browse/YARN-3409?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16093622#comment-16093622
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Daniel Templeton commented on YARN-3409:
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The big advantage I see is that we don't have two duplicate sets of code, one 
for labels and one for resources.  For example, constraint checking, soft 
resource requests (or relaxed partitions), script-driven label/resource values, 
etc.  Since labels and resources are very similar concepts (the same concept in 
HPC schedulers), they have many of the same needs.  It seems silly to build 
everything twice.

On the idea of not needing the labels during placement, what about the labels 
that derive their value from a script?  The value for the label could change 
between when the allocation is made and when the AM launches the container.  
Shouldn't the NM be given the full list of constraints (resources and labels) 
so that it can validate that the allocation is still valid before starting the 
container?

> Add constraint node labels
> --------------------------
>
>                 Key: YARN-3409
>                 URL: https://issues.apache.org/jira/browse/YARN-3409
>             Project: Hadoop YARN
>          Issue Type: Sub-task
>          Components: api, capacityscheduler, client
>            Reporter: Wangda Tan
>            Assignee: Naganarasimha G R
>         Attachments: Constraint-Node-Labels-Requirements-Design-doc_v1.pdf, 
> YARN-3409.WIP.001.patch
>
>
> Specify only one label for each node (IAW, partition a cluster) is a way to 
> determinate how resources of a special set of nodes could be shared by a 
> group of entities (like teams, departments, etc.). Partitions of a cluster 
> has following characteristics:
> - Cluster divided to several disjoint sub clusters.
> - ACL/priority can apply on partition (Only market team / marke team has 
> priority to use the partition).
> - Percentage of capacities can apply on partition (Market team has 40% 
> minimum capacity and Dev team has 60% of minimum capacity of the partition).
> Constraints are orthogonal to partition, they’re describing attributes of 
> node’s hardware/software just for affinity. Some example of constraints:
> - glibc version
> - JDK version
> - Type of CPU (x86_64/i686)
> - Type of OS (windows, linux, etc.)
> With this, application can be able to ask for resource has (glibc.version >= 
> 2.20 && JDK.version >= 8u20 && x86_64).



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