def _plot_concat(self):
"""Plot all lines on a single figure"""
pivot_vals, len_pivots = self.c_mgr.generate_pivots()
cmap = ColorMap(len_pivots)
self._layout = PlotLayout(self._attr["per_line"], len(self.c_mgr),
width=self._attr["width"],
length=self._attr["length"])
self._fig = self._layout.get_fig()
legend = [None] * len_pivots
legend_str = [""] * len_pivots
plot_index = 0
for constraint in self.c_mgr:
result = constraint.result
title = str(constraint)
result = constraint.result
pivot_index = 0
for pivot in pivot_vals:
if pivot in result:
axis = self._layout.get_axis(plot_index)
line_2d_list = axis.plot(
result[pivot].index,
result[pivot].values,
color=cmap.cmap(pivot_index),
**self._attr["args_to_forward"])
if self._attr["xlim"] != None:
axis.set_xlim(self._attr["xlim"])
if self._attr["ylim"] != None:
axis.set_ylim(self._attr["ylim"])
legend[pivot_index] = line_2d_list[0]
if self._attr["fill"]:
drawstyle = line_2d_list[0].get_drawstyle()
if drawstyle.startswith("steps"):
# This has been fixed in upstream matplotlib
raise UserWarning("matplotlib does not support fill for step plots")
xdat, ydat = line_2d_list[0].get_data(orig=False)
axis.fill_between(xdat,
axis.get_ylim()[0],
ydat,
facecolor=cmap.cmap(pivot_index),
alpha=AttrConf.ALPHA)
if pivot == AttrConf.PIVOT_VAL:
legend_str[pivot_index] = self._attr["column"]
else:
legend_str[pivot_index] = "{0}: {1}".format(self._attr["pivot"], pivot)
else:
axis = self._layout.get_axis(plot_index)
axis.plot(
[],
[],
color=cmap.cmap(pivot_index),
**self._attr["args_to_forward"])
pivot_index += 1
plot_index += 1
self._fig.legend(legend, legend_str)
plot_index = 0
for constraint in self.c_mgr:
self._layout.get_axis(plot_index).set_title(str(constraint))
plot_index += 1
self._layout.finish(len(self.c_mgr))
def _plot_concat(self):
"""Plot all lines on a single figure"""
pivot_vals, len_pivots = self.c_mgr.generate_pivots()
cmap = ColorMap(len_pivots)
self._layout = PlotLayout(self._attr["per_line"],
len(self.c_mgr),
width=self._attr["width"],
length=self._attr["length"])
self._fig = self._layout.get_fig()
legend = [None] * len_pivots
legend_str = [""] * len_pivots
plot_index = 0
for constraint in self.c_mgr:
result = constraint.result
title = str(constraint)
result = constraint.result
pivot_index = 0
for pivot in pivot_vals:
if pivot in result:
axis = self._layout.get_axis(plot_index)
line_2d_list = axis.plot(result[pivot].index,
result[pivot].values,
color=cmap.cmap(pivot_index),
**self._attr["args_to_forward"])
if self._attr["xlim"] != None:
axis.set_xlim(self._attr["xlim"])
if self._attr["ylim"] != None:
axis.set_ylim(self._attr["ylim"])
legend[pivot_index] = line_2d_list[0]
if self._attr["fill"]:
drawstyle = line_2d_list[0].get_drawstyle()
if drawstyle.startswith("steps"):
# This has been fixed in upstream matplotlib
raise UserWarning(
"matplotlib does not support fill for step plots"
)
xdat, ydat = line_2d_list[0].get_data(orig=False)
axis.fill_between(xdat,
axis.get_ylim()[0],
ydat,
facecolor=cmap.cmap(pivot_index),
alpha=AttrConf.ALPHA)
if pivot == AttrConf.PIVOT_VAL:
legend_str[pivot_index] = self._attr["column"]
else:
legend_str[pivot_index] = "{0}: {1}".format(
self._attr["pivot"], pivot)
else:
axis = self._layout.get_axis(plot_index)
axis.plot([], [],
color=cmap.cmap(pivot_index),
**self._attr["args_to_forward"])
pivot_index += 1
plot_index += 1
self._fig.legend(legend, legend_str)
plot_index = 0
for constraint in self.c_mgr:
self._layout.get_axis(plot_index).set_title(str(constraint))
plot_index += 1
self._layout.finish(len(self.c_mgr))
def _plot(self, permute):
"""Internal Method called to draw the plot"""
pivot_vals, len_pivots = self.c_mgr.generate_pivots(permute)
# Create a 2D Layout
self._layout = PlotLayout(
self._attr["per_line"],
len_pivots,
width=self._attr["width"],
length=self._attr["length"])
self._fig = self._layout.get_fig()
legend_str = []
plot_index = 0
if permute:
legend = [None] * self.c_mgr._max_len
cmap = ColorMap(self.c_mgr._max_len)
else:
legend = [None] * len(self.c_mgr)
cmap = ColorMap(len(self.c_mgr))
for p_val in pivot_vals:
l_index = 0
for constraint in self.c_mgr:
if permute:
run_idx, pivot = p_val
if constraint.run_index != run_idx:
continue
legend_str.append(constraint._column)
l_index = self.c_mgr.get_column_index(constraint)
title = constraint.get_data_name() + ":"
else:
pivot = p_val
legend_str.append(str(constraint))
title = ""
result = constraint.result
if pivot in result:
axis = self._layout.get_axis(plot_index)
line_2d_list = axis.plot(
result[pivot].index,
result[pivot].values,
color=cmap.cmap(l_index),
**self._attr["args_to_forward"])
if self._attr["fill"]:
drawstyle = line_2d_list[0].get_drawstyle()
# This has been fixed in upstream matplotlib
if drawstyle.startswith("steps"):
raise UserWarning("matplotlib does not support fill for step plots")
xdat, ydat = line_2d_list[0].get_data(orig=False)
axis.fill_between(xdat,
axis.get_ylim()[0],
ydat,
facecolor=cmap.cmap(l_index),
alpha=AttrConf.ALPHA)
legend[l_index] = line_2d_list[0]
if self._attr["xlim"] != None:
axis.set_xlim(self._attr["xlim"])
if self._attr["ylim"] != None:
axis.set_ylim(self._attr["ylim"])
else:
axis = self._layout.get_axis(plot_index)
axis.plot([], [], **self._attr["args_to_forward"])
l_index += 1
if pivot == AttrConf.PIVOT_VAL:
title += ",".join(self._attr["column"])
else:
title += "{0}: {1}".format(self._attr["pivot"], pivot)
axis.set_title(title)
plot_index += 1
for l_idx, legend_line in enumerate(legend):
if not legend_line:
del legend[l_idx]
del legend_str[l_idx]
self._fig.legend(legend, legend_str)
self._layout.finish(len_pivots)
def _plot(self, permute):
"""Internal Method called to draw the plot"""
pivot_vals, len_pivots = self.c_mgr.generate_pivots(permute)
# Create a 2D Layout
self._layout = PlotLayout(self._attr["per_line"],
len_pivots,
width=self._attr["width"],
length=self._attr["length"])
self._fig = self._layout.get_fig()
legend_str = []
plot_index = 0
if permute:
legend = [None] * self.c_mgr._max_len
cmap = ColorMap(self.c_mgr._max_len)
else:
legend = [None] * len(self.c_mgr)
cmap = ColorMap(len(self.c_mgr))
for p_val in pivot_vals:
l_index = 0
for constraint in self.c_mgr:
if permute:
run_idx, pivot = p_val
if constraint.run_index != run_idx:
continue
legend_str.append(constraint._column)
l_index = self.c_mgr.get_column_index(constraint)
title = constraint.get_data_name() + ":"
else:
pivot = p_val
legend_str.append(str(constraint))
title = ""
result = constraint.result
if pivot in result:
axis = self._layout.get_axis(plot_index)
line_2d_list = axis.plot(result[pivot].index,
result[pivot].values,
color=cmap.cmap(l_index),
**self._attr["args_to_forward"])
if self._attr["fill"]:
drawstyle = line_2d_list[0].get_drawstyle()
# This has been fixed in upstream matplotlib
if drawstyle.startswith("steps"):
raise UserWarning(
"matplotlib does not support fill for step plots"
)
xdat, ydat = line_2d_list[0].get_data(orig=False)
axis.fill_between(xdat,
axis.get_ylim()[0],
ydat,
facecolor=cmap.cmap(l_index),
alpha=AttrConf.ALPHA)
legend[l_index] = line_2d_list[0]
if self._attr["xlim"] != None:
axis.set_xlim(self._attr["xlim"])
if self._attr["ylim"] != None:
axis.set_ylim(self._attr["ylim"])
else:
axis = self._layout.get_axis(plot_index)
axis.plot([], [], **self._attr["args_to_forward"])
l_index += 1
if pivot == AttrConf.PIVOT_VAL:
title += ",".join(self._attr["column"])
else:
title += "{0}: {1}".format(self._attr["pivot"], pivot)
axis.set_title(title)
plot_index += 1
for l_idx, legend_line in enumerate(legend):
if not legend_line:
del legend[l_idx]
del legend_str[l_idx]
self._fig.legend(legend, legend_str)
self._layout.finish(len_pivots)
