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

    https://github.com/apache/spark/pull/20058#discussion_r158880831
  
    --- Diff: python/pyspark/ml/tests.py ---
    @@ -2359,6 +2359,21 @@ def test_unary_transformer_transform(self):
                 self.assertEqual(res.input + shiftVal, res.output)
     
     
    +class TestFit(unittest.TestCase):
    --- End diff --
    
    nit: How about EstimatorTest since this is testing part of the Estimator 
API?


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