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

    https://github.com/apache/spark/pull/20319#discussion_r183565968
  
    --- Diff: 
mllib/src/test/scala/org/apache/spark/ml/clustering/BisectingKMeansSuite.scala 
---
    @@ -65,10 +66,12 @@ class BisectingKMeansSuite
     
         // Verify fit does not fail on very sparse data
         val model = bkm.fit(sparseDataset)
    -    val result = model.transform(sparseDataset)
    -    val numClusters = 
result.select("prediction").distinct().collect().length
    -    // Verify we hit the edge case
    -    assert(numClusters < k && numClusters > 1)
    +
    +    testTransformerByGlobalCheckFunc[Vector](sparseDataset.toDF(), model, 
"prediction") { rows =>
    --- End diff --
    
    Use ```Tuple1[Vector]``` instead of ```Vector```


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