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https://issues.apache.org/jira/browse/PIG-2779?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13415911#comment-13415911
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Bill Graham commented on PIG-2779:
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Jie, these changes make sense to me, assuming tests pass. Just a few questions 
and minor nits:

{{MRCompiler}}
1. You removed some logic which seems to now be in JCC. What about the removed 
call to {{eng.getJobConf().getNumReduceTasks()}}? Is that still being picked up 
elsewhere? It appears like that check was dropped.
2. {{HExecutionEngine}} inport no longer needed.

{{JobControlCompiler}}
3. Should {{ParallelConstantVisitor}} be called with {{mro.reducePlan}} or 
{{nextMro.reducePlan}}?
4. {{calculateRuntimeReducers}} doesn't need {{MROperPlan plan}} in it's 
signature.
5. Line 804, if statements should have curly braces.
6. Line 819, should have space between {{else}} and trailing curly bracket.

{{test/smoke-tests}}
7. Did you mean to include this in the patch?
                
> Refactoring the code for setting number of reducers
> ---------------------------------------------------
>
>                 Key: PIG-2779
>                 URL: https://issues.apache.org/jira/browse/PIG-2779
>             Project: Pig
>          Issue Type: Bug
>            Reporter: Jie Li
>            Assignee: Jie Li
>             Fix For: 0.11
>
>         Attachments: PIG-2779.0.patch, PIG-2779.1.patch, 
> TestNumberOfReducers.java, TestNumberOfReducers.java
>
>
> As PIG-2652 observed, currently the code for setting number of reducers is a 
> little messy. MapReduceOper.requestedParallelism seems being misused in some 
> plases, and now we support runtime estimation of #reducer which further 
> complicates the problem.
> For example, if we specify parallel 1 for the order-by, the estimated 
> #reducer will be used. If we specify parallel 2 while it estimates 4, 
> order-by will fail due to "Illegal partition for Null". If we specify 
> parallel 4 while it estimates 2, then some reducers will have nothing to do. 

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