def production_envelope_3d(self,
dataframe,
grid=None,
width=None,
height=None,
title=None,
points=None,
points_colors=None,
palette=None,
x_axis_label=None,
y_axis_label=None,
z_axis_label=None):
variables = dataframe["strain"].unique()
palette = self.get_option('palette') if palette is None else palette
width = self.get_option('width') if width is None else width
width, height = self.golden_ratio(width, height)
data = []
palette = self._palette(palette, len(variables))
for variable, color in zip_repeat(variables, palette):
_dataframe = dataframe[dataframe["strain"] == variable]
surface = self._make_production_envelope_3d(_dataframe,
variable,
color=color)
data.append(surface)
if points is not None:
x, y, z = zip(*points)
scatter = go.Scatter3d(
x=x,
y=y,
z=z,
mode="markers",
name="Data Points",
marker=dict(
color="green" if points_colors is None else points_colors))
data.append(scatter)
layout = go.Layout(title=title,
scene=go.Scene(xaxis=dict(title=x_axis_label),
yaxis=dict(title=y_axis_label),
zaxis=dict(title=z_axis_label)),
width=width,
height=height)
if grid is not None:
plot = self.Figure(data=data, layout=layout)
grid.append(plot)
return grid
else:
plot = go.Figure(data=data, layout=layout)
return plot
def production_envelope_3d(self, dataframe, grid=None, width=None, height=None, title=None,
points=None, points_colors=None, palette=None, x_axis_label=None,
y_axis_label=None, z_axis_label=None):
variables = dataframe["strain"].unique()
palette = self.get_option('palette') if palette is None else palette
width = self.get_option('width') if width is None else width
width, height = self.golden_ratio(width, height)
data = []
palette = self._palette(palette, len(variables))
for variable, color in zip_repeat(variables, palette):
_dataframe = dataframe[dataframe["strain"] == variable]
surface = self._make_production_envelope_3d(_dataframe, variable, color=color)
data.append(surface)
if points is not None:
x, y, z = zip(*points)
scatter = go.Scatter3d(x=x, y=y, z=z, mode="markers", name="Data Points",
marker=dict(color="green" if points_colors is None else points_colors))
data.append(scatter)
layout = go.Layout(
title=title,
scene=go.Scene(
xaxis=dict(title=x_axis_label),
yaxis=dict(title=y_axis_label),
zaxis=dict(title=z_axis_label)),
width=width,
height=height
)
if grid is not None:
plot = self.Figure(data=data, layout=layout)
grid.append(plot)
return grid
else:
plot = go.Figure(data=data, layout=layout)
return plot