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https://issues.apache.org/jira/browse/LENS-581?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14562942#comment-14562942
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Sharad Agarwal commented on LENS-581:
-------------------------------------

the train, evaluate, predict (for batch prediction) are async only. it returns 
the handle for ModelInstance, Evaluation, Prediction which have Status object 
to check for completion.

> Revisit Lens ML API
> -------------------
>
>                 Key: LENS-581
>                 URL: https://issues.apache.org/jira/browse/LENS-581
>             Project: Apache Lens
>          Issue Type: Improvement
>          Components: ml
>            Reporter: Sharad Agarwal
>
> - Currently all API assume synchronous behaviour. Give ability to return 
> handle and status object
> - Improve Algorithm and Training APIs : some of the server side and client 
> side classes are not very clear



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