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

    https://github.com/apache/spark/pull/20829#discussion_r175908732
  
    --- Diff: 
mllib/src/test/scala/org/apache/spark/ml/feature/VectorAssemblerSuite.scala ---
    @@ -147,4 +149,72 @@ class VectorAssemblerSuite
           .filter(vectorUDF($"features") > 1)
           .count() == 1)
       }
    +
    +  test("assemble should keep nulls") {
    --- End diff --
    
    make more explicit: + " when keepInvalid = true"


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