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77 changes: 73 additions & 4 deletions pandas/core/window.py
Original file line number Diff line number Diff line change
Expand Up @@ -320,7 +320,79 @@ def aggregate(self, arg, *args, **kwargs):
agg = aggregate

_shared_docs['sum'] = dedent("""
%(name)s sum""")
Calculate %(name)s sum of given DataFrame or Series.
Parameters
----------
*args, **kwargs
For compatibility with other %(name)s methods. Has no effect
on the computed value.
Returns
-------
Series or DataFrame
Same type as the input, with the same index, containing the
%(name)s sum.
See Also
--------
Series.sum : Reducing sum for Series.
DataFrame.sum : Reducing sum for DataFrame.
Examples
--------
>>> s = pd.Series([1, 2, 3, 4, 5])
>>> s
0 1
1 2
2 3
3 4
4 5
dtype: int64
>>> s.rolling(3).sum()
0 NaN
1 NaN
2 6.0
3 9.0
4 12.0
dtype: float64
>>> s.expanding(3).sum()
0 NaN
1 NaN
2 6.0
3 10.0
4 15.0
dtype: float64
>>> s.rolling(3, center=True).sum()
0 NaN
1 6.0
2 9.0
3 12.0
4 NaN
dtype: float64
For DataFrame, each %(name)s sum is computed column-wise.
>>> df = pd.DataFrame({"A": s, "B": s ** 2})
>>> df
A B
0 1 1
1 2 4
2 3 9
3 4 16
4 5 25
>>> df.rolling(3).sum()
A B
0 NaN NaN
1 NaN NaN
2 6.0 14.0
3 9.0 29.0
4 12.0 50.0
""")

_shared_docs['mean'] = dedent("""
%(name)s mean""")
Expand Down Expand Up @@ -640,7 +712,6 @@ def aggregate(self, arg, *args, **kwargs):
agg = aggregate

@Substitution(name='window')
@Appender(_doc_template)
@Appender(_shared_docs['sum'])
def sum(self, *args, **kwargs):
nv.validate_window_func('sum', args, kwargs)
Expand Down Expand Up @@ -1326,7 +1397,6 @@ def apply(self, func, args=(), kwargs={}):
return super(Rolling, self).apply(func, args=args, kwargs=kwargs)

@Substitution(name='rolling')
@Appender(_doc_template)
@Appender(_shared_docs['sum'])
def sum(self, *args, **kwargs):
nv.validate_rolling_func('sum', args, kwargs)
Expand Down Expand Up @@ -1588,7 +1658,6 @@ def apply(self, func, args=(), kwargs={}):
return super(Expanding, self).apply(func, args=args, kwargs=kwargs)

@Substitution(name='expanding')
@Appender(_doc_template)
@Appender(_shared_docs['sum'])
def sum(self, *args, **kwargs):
nv.validate_expanding_func('sum', args, kwargs)
Expand Down