def _violinplot(x=None, y=None, hue=None, data=None, order=None, hue_order=None,
bw="scott", cut=2, scale="area", scale_hue=True, gridsize=100,
width=.8, inner="box", split=False, dodge=True, orient=None, linewidth=None,
color=None, palette=None, saturation=.75, ax=None, data_scale = None,
**kwargs):
# discards kwargs
if orient and orient == 'h':
x = data_scale(x)
else:
y = data_scale(y)
plotter = _ViolinPlotter(x, y, hue, data, order, hue_order,
bw, cut, scale, scale_hue, gridsize,
width, inner, split, dodge, orient, linewidth,
color, palette, saturation)
for i in range(len(plotter.support)):
if plotter.hue_names is None:
if plotter.support[i].shape[0] > 0:
plotter.support[i] = data_scale.inverse(plotter.support[i])
else:
for j in range(len(plotter.support[i])):
if plotter.support[i][j].shape[0] > 0:
plotter.support[i][j] = data_scale.inverse(plotter.support[i][j])
for i in range(len(plotter.plot_data)):
plotter.plot_data[i] = data_scale.inverse(plotter.plot_data[i])
if ax is None:
ax = plt.gca()
plotter.plot(ax)
return ax
def _violinplot(x=None, y=None, hue=None, data=None, order=None, hue_order=None,
bw="scott", cut=2, scale="area", scale_hue=True, gridsize=100,
width=.8, inner="box", split=False, orient=None, linewidth=None,
color=None, palette=None, saturation=.75, ax=None, data_scale = None,
**kwargs):
if orient and orient == 'h':
x = data_scale(x)
else:
y = data_scale(y)
plotter = _ViolinPlotter(x, y, hue, data, order, hue_order,
bw, cut, scale, scale_hue, gridsize,
width, inner, split, orient, linewidth,
color, palette, saturation)
for i in range(len(plotter.support)):
if plotter.hue_names is None:
if plotter.support[i].shape[0] > 0:
plotter.support[i] = data_scale.inverse(plotter.support[i])
else:
for j in range(len(plotter.support[i])):
if plotter.support[i][j].shape[0] > 0:
plotter.support[i][j] = data_scale.inverse(plotter.support[i][j])
for i in range(len(plotter.plot_data)):
plotter.plot_data[i] = data_scale.inverse(plotter.plot_data[i])
if ax is None:
ax = plt.gca()
plotter.plot(ax)
return ax