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DOC: explain EWM #34910

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Jun 20, 2020
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7 changes: 4 additions & 3 deletions pandas/core/generic.py
Original file line number Diff line number Diff line change
Expand Up @@ -10460,7 +10460,8 @@ def _add_series_or_dataframe_operations(cls):
Add the series or dataframe only operations to the cls; evaluate
the doc strings again.
"""
from pandas.core.window import EWM, Expanding, Rolling, Window
from pandas.core.window import ExponentialMovingWindow, Expanding, Rolling
from pandas.core.window import Window

@doc(Rolling)
def rolling(
Expand Down Expand Up @@ -10507,7 +10508,7 @@ def expanding(self, min_periods=1, center=False, axis=0):

cls.expanding = expanding

@doc(EWM)
@doc(ExponentialMovingWindow)
def ewm(
self,
com=None,
Expand All @@ -10520,7 +10521,7 @@ def ewm(
axis=0,
):
axis = self._get_axis_number(axis)
return EWM(
return ExponentialMovingWindow(
self,
com=com,
span=span,
Expand Down
2 changes: 1 addition & 1 deletion pandas/core/window/__init__.py
Original file line number Diff line number Diff line change
@@ -1,3 +1,3 @@
from pandas.core.window.ewm import EWM # noqa:F401
from pandas.core.window.exponentialmovingwindow import ExponentialMovingWindow # noqa:F401
from pandas.core.window.expanding import Expanding, ExpandingGroupby # noqa:F401
from pandas.core.window.rolling import Rolling, RollingGroupby, Window # noqa:F401
Original file line number Diff line number Diff line change
Expand Up @@ -59,7 +59,7 @@ def get_center_of_mass(
return float(comass)


class EWM(_Rolling):
class ExponentialMovingWindow(_Rolling):
r"""
Provide exponential weighted (EW) functions.

Expand Down Expand Up @@ -185,7 +185,7 @@ def __init__(

@property
def _constructor(self):
return EWM
return ExponentialMovingWindow

_agg_see_also_doc = dedent(
"""
Expand Down
4 changes: 2 additions & 2 deletions pandas/tests/window/test_ewm.py
Original file line number Diff line number Diff line change
Expand Up @@ -4,7 +4,7 @@
from pandas.errors import UnsupportedFunctionCall

from pandas import DataFrame, Series
from pandas.core.window import EWM
from pandas.core.window import ExponentialMovingWindow


def test_doc_string():
Expand Down Expand Up @@ -56,7 +56,7 @@ def test_constructor(which):
@pytest.mark.parametrize("method", ["std", "mean", "var"])
def test_numpy_compat(method):
# see gh-12811
e = EWM(Series([2, 4, 6]), alpha=0.5)
e = ExponentialMovingWindow(Series([2, 4, 6]), alpha=0.5)

msg = "numpy operations are not valid with window objects"

Expand Down