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36 changes: 29 additions & 7 deletions pandas/core/groupby/groupby.py
Original file line number Diff line number Diff line change
Expand Up @@ -109,9 +109,7 @@ class providing the base-class of operations.
SparseArray,
)
from pandas.core.arrays.string_ import StringDtype
from pandas.core.arrays.string_arrow import (
ArrowStringArray,
)
from pandas.core.arrays.string_arrow import ArrowStringArray
from pandas.core.base import (
PandasObject,
SelectionMixin,
Expand Down Expand Up @@ -434,11 +432,35 @@ def __init__(self, groupby: GroupBy) -> None:
self._groupby = groupby

def __call__(self, *args, **kwargs):
def f(self):
return self.plot(*args, **kwargs)
# Patch: assign a unique color from colormap to each group
colormap = kwargs.get("colormap", None)
color = kwargs.get("color", None)
if colormap is not None and color is None:
from pandas.plotting._matplotlib.style import get_standard_colors

group_keys = list(self._groupby.groups.keys())
colors = get_standard_colors(
num_colors=len(group_keys),
colormap=colormap,
color_type="default",
)
kwargs = dict(kwargs)
kwargs.pop("colormap", None)

def f(group, color, label):
return group.plot(*args, color=color, label=label, **kwargs)

results = []
for i, (name, group) in enumerate(self._groupby):
results.append(f(group, colors[i], name))
return results
else:

def f(self):
return self.plot(*args, **kwargs)

f.__name__ = "plot"
return self._groupby._python_apply_general(f, self._groupby._selected_obj)
f.__name__ = "plot"
return self._groupby._python_apply_general(f, self._groupby._selected_obj)

def __getattr__(self, name: str):
def attr(*args, **kwargs):
Expand Down