def plot_correlation(self):
# correlate options - get all the data to plot
xchoice = self.xCorr.GetSelection()
ychoice = self.yCorr.GetSelection()
leg = [self.calcList.GetItemText(i) for i in getListCtrlSelection(self.calcList)]
data, info = interface.getCorr(xchoice, ychoice, [self.calcs[i] for i in getListCtrlSelection(self.calcList)])
msg = [leg, data, info]
try:
self.plot_frame.Raise()
except (AttributeError, wx.PyDeadObjectError):
self.plot_frame = PlotCorrFrame(self)
self.plot_frame.Show()
pub.sendMessage('corr.plot', message=msg)
def replot(self):
sind = getListCtrlSelection(self.PlotsCtrl)
ng = len(sind)
ncols = round(ng**0.5)
if ncols == 0.:
ncols = 1.
nrows = math.ceil(ng / ncols)
self.fig.clear()
for i, igraph in enumerate(sind):
color = iter(cm.get_cmap('prism')([x/24. for x in range(24)]))
title = self.PlotsCtrl.GetItemText(igraph)
axes = self.fig.add_subplot(nrows,ncols,i+1)
axes.set_title(title)
sdata = []
if self.ByCalcsChkBox.IsChecked():
for ins in range(len(self.names)):
sdata.append(axes.scatter(self.data[igraph][ins][0], self.data[igraph][ins][1], c = next(color)))
else:
for ds in self.data:
sdata.append(axes.scatter(ds[igraph][0], ds[igraph][1], c = next(color)))
# get legend
self.fig.legend(sdata, self.leg, scatterpoints = 1)
self.canvas.draw()
def plot_property(self):
# plot options - get all the data to plot
ptype = self.propType.GetItems()[self.propType.GetSelection()]
pchoice = self.propChoice.GetItems()[self.propChoice.GetSelection()]
data_class = self.propChoices.dataClass(ptype, pchoice)
leg = [self.calcList.GetItemText(i) for i in getListCtrlSelection(self.calcList)]
t1 = time.clock()
plot_data = interface.getData(ptype, data_class, leg,
[self.calcs[i] for i in getListCtrlSelection(self.calcList)])
self.SetStatusText('Calculation time: %7.2f s.' % (time.clock() - t1))
msg = plot_data
try:
self.plot_frame.Raise()
except (AttributeError, wx.PyDeadObjectError):
self.plot_frame = PlotFuncFrame(self)
self.plot_frame.Show()
pub.sendMessage('data.plot', message=msg)
def DoPopup(self, pos):
""" pos should be in client coords """
if self.context_menu:
selectBeforePopup(self, pos)
selection = getListCtrlSelection(self)
if len(selection) > 0:
self.PopupMenu(self.context_menu)
return
def DoPopup(self, pos):
""" pos should be in client coords """
if self.context_menu:
selectBeforePopup(self, pos)
selection = getListCtrlSelection(self)
if len(selection) > 0:
self.PopupMenu(self.context_menu)
return
def on_DeselectBtn(self, evt):
sind = getListCtrlSelection(self.OptionsList)
if sind:
ds = 0
for si in sind:
option_text = self.selected_options.pop(si - ds)
self.OptionsList.DeleteItem(si - ds)
self.parent.remove_FDF_option(option_text)
ds += 1
return 0
return 1
def upBtnPress(self, event):
# selection indices
sind = getListCtrlSelection(self.calcList)
if sind:
# number of deleted strings
ds = 0
for si in sind:
self.calcs.pop(si - ds)
self.calcList.DeleteItem(si - ds)
ds += 1
return 0
return 1
def replot(self, cfd = True):
sind = getListCtrlSelection(self.PlotsCtrl)
print sind
ng = len(sind)
ncols = round(ng**0.5)
if ncols == 0.:
ncols = 1.
nrows = math.ceil(ng / ncols)
self.fig.clear()
# clear fitting data as well
if cfd:
self.fit_points = []
self.FitBtn.SetLabel("Begin fit")
self.fitting = False
for i, igraph in enumerate(sind):
title = self.PlotsCtrl.GetItemText(igraph)
axes = self.fig.add_subplot(nrows,ncols,i+1)
axes.set_title(title)
if self.ByCalcsChkBox.IsChecked():
if not hasattr(self.data[igraph],'var_x'):
x = self.data[igraph].x
else:
x = range(len(self.data[igraph].x))
axes.get_xaxis().set_ticks(x)
axes.get_xaxis().set_ticklabels(self.data[igraph].x, rotation=60, size='x-small')
for y in self.data[igraph].y:
axes.plot(x, y)
else:
for d in self.data:
if not hasattr(d,'var_x'):
x = d.x
else:
x = range(len(d.x))
axes.get_xaxis().set_ticks(x)
axes.get_xaxis().set_ticklabels(d.x, rotation=60, size='x-small')
axes.plot(x, d.y[igraph])
# get legend
lines = self.fig.axes[0].get_lines()
self.fig.legend(lines, self.leg, 1)
self.fig.tight_layout()
self.canvas.draw()
def FitBtnPress(self, evt):
sind = getListCtrlSelection(self.PlotsCtrl)
if len(sind) > 1:
print 'There should be one axis!'
return
sind = sind[0]
if not self.fitting:
# begin fit; show dialog
dlg = FitDialog(self, sets = self.leg)
if not dlg.ShowModal() == wx.ID_OK:
dlg.Destroy()
return
# get data from dialog
opts, iset = dlg.GetFitOptions()
dlg.Destroy()
# some quirks to begin fitting
self.FitBtn.SetLabel("Finish fit")
self.fitting = True
self.canvas.Bind(wx.EVT_LEFT_DCLICK, self.OnCanvasClick)
# get fit set according to the state of GBC checkbox
if self.ByCalcsChkBox.IsChecked():
fit_set = (self.data[sind][self.x], self.data[sind][self.PlotsCtrl.GetItemText(iset)])
else:
fit_set = (self.data[iset][self.x], self.data[iset][self.PlotsCtrl.GetItemText(sind)])
self.fit = fit.Fit(opts, fit_set)
else:
# try to end fit
if not self.fit.is_enough(len(self.fit_points)):
return
self.canvas.Unbind(wx.EVT_LEFT_DCLICK)
# fitting itself
p, x, y = self.fit.fit(self.fit_points)
self.replot()
ax = self.fig.gca()
ax.plot(x, y, '--x')
self.canvas.draw()
self.AddFitInfo(self.fit.FitInfo())
def GetSelection(self):
return getListCtrlSelection(self)
def GetSelection(self):
return getListCtrlSelection(self)