return a new dataframe with duplicate rows removed

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Isaac
16 Jul 2019
1# Return a new DataFrame with duplicate rows removed
2
3from pyspark.sql import Row
4df = sc.parallelize([
5  Row(name='Alice', age=5, height=80),
6  Row(name='Alice', age=5, height=80),
7  Row(name='Alice', age=10, height=80)]).toDF()
8df.dropDuplicates().show()
9# +---+------+-----+
10# |age|height| name|
11# +---+------+-----+
12# |  5|    80|Alice|
13# | 10|    80|Alice|
14# +---+------+-----+
15
16df.dropDuplicates(['name', 'height']).show()
17# +---+------+-----+
18# |age|height| name|
19# +---+------+-----+
20# |  5|    80|Alice|
21# +---+------+-----+
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