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https://issues.apache.org/jira/browse/MATH-764?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13285680#comment-13285680
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Dennis Hendriks commented on MATH-764:
--------------------------------------

bq. I think that adding a RandomData instance as additional state to the 
Distribution classes would really add a new "responsibility" to the 
Distribution classes that muddies the API. 

Actually, they already have this. For instance, AbstractRealDistribution has 
this:

{code}
/** RandomData instance used to generate samples from the distribution. */
protected final RandomDataImpl randomData = new RandomDataImpl();
{code}

The only problem is that we can't control what randomData contains, as it is 
fixed in the declaration of the field. Providing it via a constructor would 
solve this.

                
> New sample() API should accept RandomGenerator as parameter
> -----------------------------------------------------------
>
>                 Key: MATH-764
>                 URL: https://issues.apache.org/jira/browse/MATH-764
>             Project: Commons Math
>          Issue Type: Improvement
>    Affects Versions: 3.0
>            Reporter: Alex Bertram
>         Attachments: sampler-refactor.diff
>
>   Original Estimate: 48h
>  Remaining Estimate: 48h
>
> This may come to late as I know the 3.0 release is nearing completion, but I 
> had some concerns about the new sample() method on the math3 RealDistribution 
> interface. 
> Specifically, there doesn't seem to be a way to supply a random generator to 
> the sampler. Perhaps it would be better to have a factory method on the 
> RealDistribution interface that accepted a RandomGenerator and returns an 
> instance of some new interface, Sampler, which contains the sample() methods. 
> That is:
> interface RealDistribution {
>     Sampler createSampler(RandomGenerator generator);
>     Sample createSampler(); // uses default RandomGenerator
> }
> interface Sampler {
>     double sample();
>     double[] sample(int sampleSize);
> }

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