Github user yanboliang commented on a diff in the pull request:

    https://github.com/apache/spark/pull/15261#discussion_r81082669
  
    --- Diff: 
mllib/src/test/scala/org/apache/spark/ml/feature/VectorIndexerSuite.scala ---
    @@ -121,10 +119,17 @@ class VectorIndexerSuite extends SparkFunSuite with 
MLlibTestSparkContext
     
         model.transform(densePoints1) // should work
         model.transform(sparsePoints1) // should work
    -    intercept[SparkException] {
    +    // If the data is local Dataset, it throws AssertionError directly.
    +    intercept[AssertionError] {
    --- End diff --
    
    Yes, this is indeed a problem, let's try to find out all similar cases and 
resolved them in a separate PR. Thanks.


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