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HyukjinKwonHyukjinKwon
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Let's just list up everything
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‎python/pyspark/sql/functions.py‎

Lines changed: 19 additions & 19 deletions
Original file line numberDiff line numberDiff line change
@@ -3029,25 +3029,25 @@ def pandas_udf(f=None, returnType=None, functionType=None):
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# future. The table might have to be eventually documented externally.
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# Please see SPARK-25798's PR to see the codes in order to generate the table below.
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#
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# +-----------------------------+----------------------+----------+-------+--------+--------------------+--------------------+--------+---------+---------+---------+------------+-----------------------------------+-----------------------------------------------------+-----------------+------------------+-----------------------------+-----------+--------------------------------+ # noqa
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# |SQL Type \ Pandas Value(Type)|None(object(NoneType))|True(bool)|1(int8)|1(int16)| 1(int32)| 1(int64)|1(uint8)|1(uint16)|1(uint32)|1(uint64)|1.0(float64)|1970-01-01 00:00:00(datetime64[ns])|1970-01-01 00:00:00-05:00(datetime64[ns, US/Eastern])|a(object(string))|1(object(Decimal))|[1 2 3](object(array[int32]))|A(category)|1 days 00:00:00(timedelta64[ns])| # noqa
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# +-----------------------------+----------------------+----------+-------+--------+--------------------+--------------------+--------+---------+---------+---------+------------+-----------------------------------+-----------------------------------------------------+-----------------+------------------+-----------------------------+-----------+--------------------------------+ # noqa
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# | boolean| None| True| True| True| True| True| True| True| True| True| False| False| False| X| X| X| X| False| # noqa
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# | tinyint| None| 1| 1| 1| 1| 1| X| X| X| X| 1| X| X| X| X| X| 0| X| # noqa
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# | smallint| None| 1| 1| 1| 1| 1| 1| X| X| X| 1| X| X| X| X| X| X| X| # noqa
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# | int| None| 1| 1| 1| 1| 1| 1| 1| X| X| 1| X| X| X| X| X| X| X| # noqa
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# | bigint| None| 1| 1| 1| 1| 1| 1| 1| 1| X| 1| 0| 18000000000000| X| X| X| X| X| # noqa
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# | float| None| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| X| X| X| X| X| X| X| # noqa
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# | double| None| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| X| X| X| X| X| X| X| # noqa
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# | date| None| X| X| X|datetime.date(197...| X| X| X| X| X| X| datetime.date(197...| X| X| X| X| X| X| # noqa
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# | timestamp| None| X| X| X| X|datetime.datetime...| X| X| X| X| X| datetime.datetime...| datetime.datetime...| X| X| X| X| X| # noqa
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# | string| None| u''|u'\x01'| u'\x01'| u'\x01'| u'\x01'| u'\x01'| u'\x01'| u'\x01'| u'\x01'| u''| X| X| u'a'| X| X| X| X| # noqa
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# | decimal(10,0)| None| X| X| X| X| X| X| X| X| X| X| X| X| X| Decimal('1')| X| X| X| # noqa
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# | array<int>| None| X| X| X| X| X| X| X| X| X| X| X| X| X| X| [1, 2, 3]| X| X| # noqa
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# | map<string,int>| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| # noqa
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# | struct<_1:int>| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| # noqa
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# | binary| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| # noqa
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# +-----------------------------+----------------------+----------+-------+--------+--------------------+--------------------+--------+---------+---------+---------+------------+-----------------------------------+-----------------------------------------------------+-----------------+------------------+-----------------------------+-----------+--------------------------------+ # noqa
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# +-----------------------------+----------------------+----------+-------+--------+--------------------+--------------------+--------+---------+---------+---------+------------+------------+------------+-----------------------------------+-----------------------------------------------------+-----------------+--------------------+-----------------------------+-------------+-----------------+------------------+-----------+--------------------------------+ # noqa
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# |SQL Type \ Pandas Value(Type)|None(object(NoneType))|True(bool)|1(int8)|1(int16)| 1(int32)| 1(int64)|1(uint8)|1(uint16)|1(uint32)|1(uint64)|1.0(float16)|1.0(float32)|1.0(float64)|1970-01-01 00:00:00(datetime64[ns])|1970-01-01 00:00:00-05:00(datetime64[ns, US/Eastern])|a(object(string))| 1(object(Decimal))|[1 2 3](object(array[int32]))|1.0(float128)|(1+0j)(complex64)|(1+0j)(complex128)|A(category)|1 days 00:00:00(timedelta64[ns])| # noqa
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# +-----------------------------+----------------------+----------+-------+--------+--------------------+--------------------+--------+---------+---------+---------+------------+------------+------------+-----------------------------------+-----------------------------------------------------+-----------------+--------------------+-----------------------------+-------------+-----------------+------------------+-----------+--------------------------------+ # noqa
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# | boolean| None| True| True| True| True| True| True| True| True| True| False| False| False| False| False| X| X| X| False| False| False| X| False| # noqa
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# | tinyint| None| 1| 1| 1| 1| 1| X| X| X| X| 1| 1| 1| X| X| X| X| X| X| X| X| 0| X| # noqa
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# | smallint| None| 1| 1| 1| 1| 1| 1| X| X| X| 1| 1| 1| X| X| X| X| X| X| X| X| X| X| # noqa
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# | int| None| 1| 1| 1| 1| 1| 1| 1| X| X| 1| 1| 1| X| X| X| X| X| X| X| X| X| X| # noqa
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# | bigint| None| 1| 1| 1| 1| 1| 1| 1| 1| X| 1| 1| 1| 0| 18000000000000| X| X| X| X| X| X| X| X| # noqa
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# | float| None| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| X| X| X|1.401298464324817...| X| X| X| X| X| X| # noqa
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# | double| None| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| 1.0| X| X| X| X| X| X| X| X| X| X| # noqa
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# | date| None| X| X| X|datetime.date(197...| X| X| X| X| X| X| X| X| datetime.date(197...| X| X| X| X| X| X| X| X| X| # noqa
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# | timestamp| None| X| X| X| X|datetime.datetime...| X| X| X| X| X| X| X| datetime.datetime...| datetime.datetime...| X| X| X| X| X| X| X| X| # noqa
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# | string| None| u''|u'\x01'| u'\x01'| u'\x01'| u'\x01'| u'\x01'| u'\x01'| u'\x01'| u'\x01'| u''| u''| u''| X| X| u'a'| X| X| u''| u''| u''| X| X| # noqa
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# | decimal(10,0)| None| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| Decimal('1')| X| X| X| X| X| X| # noqa
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# | array<int>| None| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| [1, 2, 3]| X| X| X| X| X| # noqa
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# | map<string,int>| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| # noqa
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# | struct<_1:int>| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| # noqa
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# | binary| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| X| # noqa
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# +-----------------------------+----------------------+----------+-------+--------+--------------------+--------------------+--------+---------+---------+---------+------------+------------+------------+-----------------------------------+-----------------------------------------------------+-----------------+--------------------+-----------------------------+-------------+-----------------+------------------+-----------+--------------------------------+ # noqa
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#
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# Note: DDL formatted string is used for 'SQL Type' for simplicity. This string can be
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# used in `returnType`.

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