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

    https://github.com/apache/spark/pull/19588#discussion_r150718504
  
    --- Diff: 
mllib/src/test/scala/org/apache/spark/ml/feature/VectorIndexerSuite.scala ---
    @@ -219,6 +231,33 @@ class VectorIndexerSuite extends SparkFunSuite with 
MLlibTestSparkContext
         checkCategoryMaps(densePoints2, maxCategories = 2, categoricalFeatures 
= Set(1, 3))
       }
     
    +  test("handle invalid") {
    +    for ((points, pointsTestInvalid) <- Seq((densePoints1, 
densePoints1TestInvalid),
    +      (sparsePoints1, sparsePoints1TestInvalid))) {
    +      intercept[SparkException] {
    --- End diff --
    
    Only wrap the part which should throw the exception in the intercept.  
Otherwise, it might be masking some other error.


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