def _plot(self):
col_dict = get_column_dict(self.collection, 'i', *self.metric_selector)
x = col_dict.pop('i')
self.figure.clf()
axes = self.figure.add_subplot(111)
if self.smooth > 0: x, = gaussConv(self.smooth, x )
# print x
for label, y in col_dict.items():
if self.smooth > 0: y, = gaussConv(self.smooth, y )
# print y
axes.plot(x,y, label=label)
axes.legend(loc='best')
axes.set_xlabel('iteration')
self.figure.canvas.draw()
def _plot(self):
col_dict = get_column_dict(self.collection, "i", *self.metric_selector)
x = col_dict.pop("i")
self.figure.clf()
axes = self.figure.add_subplot(111)
if self.smooth > 0:
x, = gaussConv(self.smooth, x)
# print x
for label, y in col_dict.items():
if self.smooth > 0:
y, = gaussConv(self.smooth, y)
# print y
axes.plot(x, y, label=label)
axes.legend(loc="best")
axes.set_xlabel("iteration")
self.figure.canvas.draw()
def plot_curve(collection, x_key, *y_key_list):
col_dict = get_column_dict(collection, *((x_key, ) + y_key_list))
x = col_dict.get(x_key)
x_, = gaussConv(1, x)
color_cycle = pp.gca()._get_lines.color_cycle
for y_key in y_key_list:
color = color_cycle.next()
y = col_dict.get(y_key)
y_, = gaussConv(1, y)
pp.plot(x, y, '.', color=color, markersize=2)
pp.plot(x_, y_, '-', label=y_key, color=color)
pp.xlabel(x_key)
pp.legend(loc='best')
def plot_curve(collection, x_key, *y_key_list):
col_dict = get_column_dict( collection, * ((x_key, ) + y_key_list) )
x = col_dict.get(x_key)
x_, = gaussConv(1,x )
color_cycle = pp.gca()._get_lines.color_cycle
for y_key in y_key_list:
color= color_cycle.next()
y = col_dict.get(y_key)
y_, = gaussConv(1,y )
pp.plot(x,y,'.', color=color,markersize=2)
pp.plot(x_,y_,'-', label=y_key, color=color)
pp.xlabel(x_key)
pp.legend(loc='best')
def draw(self):
if self.paused :
return
self.figure.clf()
self.axes = self.figure.add_subplot(111)
for name in self.name_selected:
x,y,arg_dict = self._plot_dict[name]
if x is None: x = np.arange(y)
if self.smooth > 0:
x,y = gaussConv(self.smooth, x, y )
res= self.axes.plot(x,y,**arg_dict)
color= color_converter.to_rgb( res[0].get_color() )
print color
if self.figure.canvas is not None:
self.figure.canvas.draw()