GitHub user WeichenXu123 opened a pull request:

    https://github.com/apache/spark/pull/20982

    [SPARK-23859][ML] Initial PR for Instrumentation improvements: UUID and 
logging levels

    ## What changes were proposed in this pull request?
    
    Initial PR for Instrumentation improvements: UUID and logging levels.
    This PR takes over #20837 
    
    Closes #20837
    
    ## How was this patch tested?
    
    Manual.

You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/WeichenXu123/spark better-instrumentation

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/spark/pull/20982.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #20982
    
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commit 42c3eca78a58ddca059b150681a0deaf462981f8
Author: Bago Amirbekian <bago@...>
Date:   2018-03-15T18:14:48Z

    Log data about logistic regression.

commit bef1084283f66fcd3ec5be3d14f30b206b7c45a5
Author: Bago Amirbekian <bago@...>
Date:   2018-03-29T21:48:48Z

    Have instrumentation use uuid & standard logger tags.

commit 8a3ce3e4958420dc5e92e7c1d31d5eab1735bb9e
Author: Bago Amirbekian <bago@...>
Date:   2018-03-30T23:34:15Z

    Add logWarning to instrumentation class.

commit f05bcdf32f5709a1a4b1b4fc433ac88dedc5d1ae
Author: WeichenXu <weichen.xu@...>
Date:   2018-04-05T10:29:29Z

    add logError and fix typo

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