def draw(self, name=None, old=None, new=None):
if name is not None and self.DONT_DRAW.match(name):
return
if self._FREEZE:
return
plot_and_message = ''
# Better way would be a decorator or something that only goes into draw if not autoupdate
if self.autoupdate:
# Generate new figure object
f = plt.figure(figsize=(self.figwidth, self.figheight))
if PLOTPARSER.is_3d(self.kind):
projection = '3d'
else:
projection = None
ax = f.add_subplot(111, projection=projection)
if self._color_state or self.kind not in ['spec', 'waterfall', 'contour', 'contour3d']:
colorkwags = dict(color=self.color)
else:
colorkwags = dict(cmap=self.colormap, cbar=self.colorbar)
self.spec_modified.plot(ax=ax,
fig=f,
kind=self.kind,
norm=self.NORMUNITS_REV[self.norm_unit],
**colorkwags
)
f.tight_layout() #Padding around plot
lines = ax.get_lines()
plt.close(f)
#http://mpld3.github.io/modules/API.html
if self.interactive:
import mpld3
if self.selectlines:
from line_plugin import HighlightLines
for idx, col in enumerate(self.spec_modified.columns):
name = 'COLUMN(%s): %s' % (idx, col)
tooltip = mpld3.plugins.LineLabelTooltip(lines[idx], name)
#voffset=10, hoffset=10, css=css)
mpld3.plugins.connect(f, tooltip)
mpld3.plugins.connect(f, HighlightLines(lines))
plot_and_message += mpld3.fig_to_html(f)
else:
plot_and_message += mpl2html(f)
self.fig_old = f
else:
plot_and_message += html_figure(self.fig_old)
# VALUE IS WHAT GUI LOOKS UP!!!
self.value = plot_and_message
def fig2(self):
""" Should return out correlation plot, for now just return
random html.
"""
f = plt.figure(figsize=(self.figwidth, self.figheight))
plt.plot([1,2,3], color=self.color)
plt.title(self.title)
return mpl2html(f)
def draw(self, name=None, old=None, new=None):
if name is not None and self.DONT_DRAW.match(name):
return
if self._FREEZE:
return
plot_and_message = ''
# Better way would be a decorator or something that only goes into draw if not autoupdate
if self.autoupdate:
# Generate new figure object
f = plt.figure(figsize=(self.figwidth, self.figheight))
if PLOTPARSER.is_3d(self.kind):
projection = '3d'
else:
projection = None
ax = f.add_subplot(111, projection=projection)
if self._color_state or self.kind not in [
'spec', 'waterfall', 'contour', 'contour3d'
]:
colorkwags = dict(color=self.color)
else:
colorkwags = dict(cmap=self.colormap, cbar=self.colorbar)
self.spec_modified.plot(ax=ax,
fig=f,
kind=self.kind,
norm=self.NORMUNITS_REV[self.norm_unit],
**colorkwags)
f.tight_layout() #Padding around plot
lines = ax.get_lines()
plt.close(f)
#http://mpld3.github.io/modules/API.html
if self.interactive:
import mpld3
if self.selectlines:
from line_plugin import HighlightLines
for idx, col in enumerate(self.spec_modified.columns):
name = 'COLUMN(%s): %s' % (idx, col)
tooltip = mpld3.plugins.LineLabelTooltip(
lines[idx], name)
#voffset=10, hoffset=10, css=css)
mpld3.plugins.connect(f, tooltip)
mpld3.plugins.connect(f, HighlightLines(lines))
plot_and_message += mpld3.fig_to_html(f)
else:
plot_and_message += mpl2html(f)
self.fig_old = f
else:
plot_and_message += html_figure(self.fig_old)
# VALUE IS WHAT GUI LOOKS UP!!!
self.value = plot_and_message
def draw(self, name=None, old=None, new=None):
if name is not None and self.DONT_DRAW.match(name):
return
if self._FREEZE:
return
plot_and_message = ''
# Better way would be a decorator or something that only goes into draw if not autoupdate
if self.autoupdate:
# Generate new figure object
f = plt.figure(figsize=(self.figwidth, self.figheight))
if self.plot3d in ['corr3d', 'contour3d']:
projection = '3d'
else:
projection = None
ax = f.add_subplot(111, projection=projection)
### UNCOMMENT ME FOR IMAGE
#from skimage import data
#from image_inspector.linetool import ThickLineTool
#image = data.camera()
#f, ax = plt.subplots()
#ax.imshow(image, interpolation='nearest')
#h, w = image.shape
#def roi_changed(roi):
#print(roi.shape, roi.geometry, roi.data.shape)
## line_tool = LineTool(ax)
#line_tool = ThickLineTool(ax)
#line_tool.connect_event('roi_changed', roi_changed)
#line_tool.end_points = ([w/3, h/2], [2*w/3, h/2])
if self._color_state or self.kind not in [
'spec', 'waterfall', 'contour', 'contour3d'
]:
colorkwags = dict(color=self.color)
else:
colorkwags = dict(cmap=self.colormap, cbar=self.colorbar)
#self.spec_modified.plot(ax=ax,
#fig=f,
#kind=self.kind,
#norm=self.NORMUNITS_REV[self.norm_unit],
#**colorkwags
#)
f.tight_layout() #Padding around plot
lines = ax.get_lines()
#aka async.plot(kind='contour3d')
pltkwds = dict(kind=self.plot3d, fill=self.fill, fig=f)
pltkwds.update(colorkwags)
# 3d correlation plots need an axes, but 2d plots don't because a 2d corr
# plot is really 4 axes together...
if projection == '3d':
pltkwds['ax'] = ax
# pltkwds['elev'] = 100
# pltkwds['azim'] = 99
# pltkwds['projection'] = 'xz' #xy, xz, zy, yx, zx, yz
# Corr3d has special arguments called contourkwds (PROOF OF CONCEPT)
pltkwds['contourkwargs'] = dict(fill=self.fill)
getattr(self.corr2d, self.plottype).plot(**pltkwds)
plt.close(f)
#http://mpld3.github.io/modules/API.html
if self.interactive:
import mpld3
if self.selectlines:
from line_plugin import HighlightLines
for idx, col in enumerate(self.spec_modified.columns):
name = 'COLUMN(%s): %s' % (idx, col)
tooltip = mpld3.plugins.LineLabelTooltip(
lines[idx], name)
#voffset=10, hoffset=10, css=css)
mpld3.plugins.connect(f, tooltip)
mpld3.plugins.connect(f, HighlightLines(lines))
plot_and_message += mpld3.fig_to_html(f)
else:
plot_and_message += mpl2html(f)
self.fig_old = f
else:
plot_and_message += html_figure(self.fig_old)
# VALUE IS WHAT GUI LOOKS UP!!!
self.value = plot_and_message
### TO FIX ###
# When change normunit and slice, spec_modified does't update normunit, iunit, varunit
# 3D plot is not drawing, we think it is a bug
def draw(self, name=None, old=None, new=None):
if name is not None and self.DONT_DRAW.match(name):
return
if self._FREEZE:
return
plot_and_message = ''
# Better way would be a decorator or something that only goes into draw if not autoupdate
if self.autoupdate:
# Generate new figure object
f = plt.figure(figsize=(self.figwidth, self.figheight))
if self.plot3d in ['corr3d', 'contour3d']:
projection = '3d'
else:
projection = None
ax = f.add_subplot(111, projection=projection)
### UNCOMMENT ME FOR IMAGE
#from skimage import data
#from image_inspector.linetool import ThickLineTool
#image = data.camera()
#f, ax = plt.subplots()
#ax.imshow(image, interpolation='nearest')
#h, w = image.shape
#def roi_changed(roi):
#print(roi.shape, roi.geometry, roi.data.shape)
## line_tool = LineTool(ax)
#line_tool = ThickLineTool(ax)
#line_tool.connect_event('roi_changed', roi_changed)
#line_tool.end_points = ([w/3, h/2], [2*w/3, h/2])
if self._color_state or self.kind not in ['spec', 'waterfall', 'contour', 'contour3d']:
colorkwags = dict(color=self.color)
else:
colorkwags = dict(cmap=self.colormap, cbar=self.colorbar)
#self.spec_modified.plot(ax=ax,
#fig=f,
#kind=self.kind,
#norm=self.NORMUNITS_REV[self.norm_unit],
#**colorkwags
#)
f.tight_layout() #Padding around plot
lines = ax.get_lines()
#aka async.plot(kind='contour3d')
pltkwds =dict(kind=self.plot3d,
fill=self.fill,
fig=f)
pltkwds.update(colorkwags)
# 3d correlation plots need an axes, but 2d plots don't because a 2d corr
# plot is really 4 axes together...
if projection == '3d':
pltkwds['ax'] = ax
# pltkwds['elev'] = 100
# pltkwds['azim'] = 99
# pltkwds['projection'] = 'xz' #xy, xz, zy, yx, zx, yz
# Corr3d has special arguments called contourkwds (PROOF OF CONCEPT)
pltkwds['contourkwargs'] = dict(fill=self.fill)
getattr(self.corr2d, self.plottype).plot(**pltkwds)
plt.close(f)
#http://mpld3.github.io/modules/API.html
if self.interactive:
import mpld3
if self.selectlines:
from line_plugin import HighlightLines
for idx, col in enumerate(self.spec_modified.columns):
name = 'COLUMN(%s): %s' % (idx, col)
tooltip = mpld3.plugins.LineLabelTooltip(lines[idx], name)
#voffset=10, hoffset=10, css=css)
mpld3.plugins.connect(f, tooltip)
mpld3.plugins.connect(f, HighlightLines(lines))
plot_and_message += mpld3.fig_to_html(f)
else:
plot_and_message += mpl2html(f)
self.fig_old = f
else:
plot_and_message += html_figure(self.fig_old)
# VALUE IS WHAT GUI LOOKS UP!!!
self.value = plot_and_message
### TO FIX ###
# When change normunit and slice, spec_modified does't update normunit, iunit, varunit
# 3D plot is not drawing, we think it is a bug
