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add test
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python/pyspark/sql/tests.py

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@@ -434,6 +434,16 @@ def test_udf_with_array_type(self):
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self.assertEqual(list(range(3)), l1)
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self.assertEqual(1, l2)
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def test_nondeterministic_udf(self):
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from pyspark.sql.functions import udf
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import random
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udf_random_col = udf(lambda: int(100 * random.random()), IntegerType()).asNondeterministic()
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df = self.spark.createDataFrame([Row(1)]).select(udf_random_col().alias('RAND'))
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random.seed(1234)
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udf_add_ten = udf(lambda rand: rand + 10, IntegerType())
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[row] = df.withColumn('RAND_PLUS_TEN', udf_add_ten('RAND')).collect()
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self.assertEqual(row[0] + 10, row[1])
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def test_broadcast_in_udf(self):
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bar = {"a": "aa", "b": "bb", "c": "abc"}
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foo = self.sc.broadcast(bar)

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