viirya commented on a change in pull request #29569: URL: https://github.com/apache/spark/pull/29569#discussion_r478854311
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File path: python/pyspark/sql/pandas/functions.py
##########
@@ -294,30 +294,30 @@ def calculate(iterator: Iterator[pd.Series]) ->
Iterator[pd.Series]:
# future. The table might have to be eventually documented externally.
# Please see SPARK-28132's PR to see the codes in order to generate the
table below.
#
- #
+-----------------------------+----------------------+------------------+------------------+------------------+--------------------+--------------------+------------------+------------------+------------------+------------------+--------------+--------------+--------------+-----------------------------------+-----------------------------------------------------+-----------------+--------------------+-----------------------------+--------------+-----------------+------------------+-----------+--------------------------------+
# noqa
- # |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
- #
+-----------------------------+----------------------+------------------+------------------+------------------+--------------------+--------------------+------------------+------------------+------------------+------------------+--------------+--------------+--------------+-----------------------------------+-----------------------------------------------------+-----------------+--------------------+-----------------------------+--------------+-----------------+------------------+-----------+--------------------------------+
# noqa
- # | boolean| None|
True| True| True| True|
True| True| True| True|
True| True| True| True|
X| X| X|
X| X| X|
X| X| X| X| # noqa
- # | tinyint| None|
1| 1| 1| 1|
1| 1| 1| 1| 1|
1| 1| 1| X|
X| X|
1| X| X| X|
X| 0| X| # noqa
- # | smallint| None|
1| 1| 1| 1|
1| 1| 1| 1| 1|
1| 1| 1| X|
X| X|
1| X| X| X|
X| X| X| # noqa
- # | int| None|
1| 1| 1| 1|
1| 1| 1| 1| 1|
1| 1| 1| X|
X| X|
1| X| X| X|
X| X| X| # noqa
- # | bigint| None|
1| 1| 1| 1|
1| 1| 1| 1| 1|
1| 1| 1| 0|
18000000000000| X|
1| X| X| X|
X| X| X| # noqa
- # | 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|
X| X| X|
X| X| X| X| # noqa
- # | 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
- # | date| None|
X| X| X|datetime.date(197...|
X| X| X| X| X|
X| X| X| datetime.date(197...|
datetime.date(197...|
X|datetime.date(197...| X| X|
X| X| X| X| # noqa
- # | timestamp| None|
X| X| X|
X|datetime.datetime...| X| X|
X| X| X| X| X|
datetime.datetime...| datetime.datetime...|
X|datetime.datetime...| X|
X| X| X| X|
X| # noqa
- # | string| None|
''| ''| ''| '\x01'|
'\x01'| ''| ''| '\x01'|
'\x01'| ''| ''| ''|
X| X|
'a'| X| X| ''|
X| ''| X| X| # noqa
Review comment:
This is changed.
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