Xiangrui Meng created SPARK-24464:
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             Summary: Unit tests for MLlib's Instrumentation
                 Key: SPARK-24464
                 URL: https://issues.apache.org/jira/browse/SPARK-24464
             Project: Spark
          Issue Type: Improvement
          Components: ML
    Affects Versions: 2.3.0
            Reporter: Xiangrui Meng


We added Instrumentation to MLlib to log params and metrics during machine 
learning training and inference. However, the code has zero test coverage, 
which usually means bugs and regressions in the future. I created this JIRA to 
discuss how we should test Instrumentation.

cc: [~thunterdb] [~josephkb] [~lu.DB]



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