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Diffstat (limited to 'python/pyspark/tests.py')
| -rw-r--r-- | python/pyspark/tests.py | 20 |
1 files changed, 20 insertions, 0 deletions
diff --git a/python/pyspark/tests.py b/python/pyspark/tests.py index f11aaf001c..63cc87e0c4 100644 --- a/python/pyspark/tests.py +++ b/python/pyspark/tests.py @@ -1976,6 +1976,26 @@ class NumPyTests(PySparkTestCase): self.assertSequenceEqual([3.0, 3.0], s.max().tolist()) self.assertSequenceEqual([1.0, 1.0], s.sampleStdev().tolist()) + stats_dict = s.asDict() + self.assertEqual(3, stats_dict['count']) + self.assertSequenceEqual([2.0, 2.0], stats_dict['mean'].tolist()) + self.assertSequenceEqual([1.0, 1.0], stats_dict['min'].tolist()) + self.assertSequenceEqual([3.0, 3.0], stats_dict['max'].tolist()) + self.assertSequenceEqual([6.0, 6.0], stats_dict['sum'].tolist()) + self.assertSequenceEqual([1.0, 1.0], stats_dict['stdev'].tolist()) + self.assertSequenceEqual([1.0, 1.0], stats_dict['variance'].tolist()) + + stats_sample_dict = s.asDict(sample=True) + self.assertEqual(3, stats_dict['count']) + self.assertSequenceEqual([2.0, 2.0], stats_sample_dict['mean'].tolist()) + self.assertSequenceEqual([1.0, 1.0], stats_sample_dict['min'].tolist()) + self.assertSequenceEqual([3.0, 3.0], stats_sample_dict['max'].tolist()) + self.assertSequenceEqual([6.0, 6.0], stats_sample_dict['sum'].tolist()) + self.assertSequenceEqual( + [0.816496580927726, 0.816496580927726], stats_sample_dict['stdev'].tolist()) + self.assertSequenceEqual( + [0.6666666666666666, 0.6666666666666666], stats_sample_dict['variance'].tolist()) + if __name__ == "__main__": if not _have_scipy: |