Github user imatiach-msft commented on the issue:

    https://github.com/apache/spark/pull/16355
  
    How did you verify that this change does not fix it?  I ran the following 
code and it ran without errors:
    
    
      test("Verify issue from user") {
        val jsonDs = 
spark.read.json("/home/ilya/ReproBisectingKMeansFailure.txt")
        val assembler = new VectorAssembler()
          .setInputCols(Array("count"))
          .setOutputCol("features")
        val ds = assembler.transform(jsonDs)
    
        val bkm = new 
BisectingKMeans().setK(100).setFeaturesCol("features").setMaxIter(2)
        val model = bkm.fit(ds)
        val res = model.transform(ds)
      }
    



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