Github user filousen commented on the issue:

    https://github.com/apache/spark/pull/16355
  
    @imatiach-msft thank you for checking this.
    
    I'm using a VectorAssembler to transform the dataset I read from the json I 
pasted earlier.
    
    VectorAssembler assembler = new VectorAssembler()
                    .setInputCols(new String[]{"count"})
                    .setOutputCol("features");
    Dataset<Row> ds = assembler.transform(jsonDs).
    
    Then I use the transformed dataset with BisectingKMeans.
    
    BisectingKMeans bkm = new 
BisectingKMeans().setK(100).setFeaturesCol("features").setMaxIter(2);
    BisectingKMeansModel model = bkm.fit(ds);
    Dataset<Row> res = model.transform(ds);
    
    I have had about 30% of my datasets that failed with the similar error.
    
    Thanks


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