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https://issues.apache.org/jira/browse/SPARK-5874?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14940702#comment-14940702
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Yongjia Wang commented on SPARK-5874:
-------------------------------------

The functionality about force save/load all pipeline components is very 
important. In the design doc, it says to do this in 1.4 for the new 
Transformer/Estimator framework under the .ml package. We are at 1.5.0 right 
now, nothing happened on that path. I wonder if there was some major conceptual 
changes or just workload/resource issue.


> How to improve the current ML pipeline API?
> -------------------------------------------
>
>                 Key: SPARK-5874
>                 URL: https://issues.apache.org/jira/browse/SPARK-5874
>             Project: Spark
>          Issue Type: Brainstorming
>          Components: ML
>            Reporter: Xiangrui Meng
>            Assignee: Xiangrui Meng
>            Priority: Critical
>
> I created this JIRA to collect feedbacks about the ML pipeline API we 
> introduced in Spark 1.2. The target is to graduate this set of APIs in 1.4 
> with confidence, which requires valuable input from the community. I'll 
> create sub-tasks for each major issue.
> Design doc (WIP): 
> https://docs.google.com/a/databricks.com/document/d/1plFBPJY_PriPTuMiFYLSm7fQgD1FieP4wt3oMVKMGcc/edit#



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