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https://issues.apache.org/jira/browse/YARN-6245?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15954014#comment-15954014
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Karthik Kambatla edited comment on YARN-6245 at 4/3/17 7:02 PM:
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[~leftnoteasy] - I see the difference between LightResource and FinalResource 
and the need for both of them. Is the latter an immutable version of the 
former? 

bq. solve the multi-ops calculation, like d = (res_a * float_x + res_b) / 
res_c. During the calculation, we need to create some temporary resource 
instances. A observable copy is not enough because we need to write resource 
values of these temp resource instances.

I am not sure I fully understand. Mind posting some pseudo code for how this 
operation *should* look with the API you have in mind? 



was (Author: kasha):
[~leftnoteasy] - I see the difference between LightResource and FinalResource 
and the need for both of them. The latter 

bq. solve the multi-ops calculation, like d = (res_a * float_x + res_b) / 
res_c. During the calculation, we need to create some temporary resource 
instances. A observable copy is not enough because we need to write resource 
values of these temp resource instances.

I am not sure I fully understand. Mind posting some pseudo code for how this 
operation *should* look with the API you have in mind? 


> Add FinalResource object to reduce overhead of Resource class instancing
> ------------------------------------------------------------------------
>
>                 Key: YARN-6245
>                 URL: https://issues.apache.org/jira/browse/YARN-6245
>             Project: Hadoop YARN
>          Issue Type: Sub-task
>            Reporter: Wangda Tan
>         Attachments: observable-resource.patch, 
> YARN-6245.preliminary-staled.1.patch
>
>
> There're lots of Resource object creation in YARN Scheduler, since Resource 
> object is backed by protobuf, creation of such objects is expensive and 
> becomes bottleneck.
> To address the problem, we can introduce a FinalResource (Is it better to 
> call it ImmutableResource?) object, which is not backed by PBImpl. We can use 
> this object in frequent invoke paths in the scheduler.



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