massive move and cleanup

This commit is contained in:
2018-10-03 10:18:07 +02:00
parent eefd545289
commit 85364c9a59
46 changed files with 727 additions and 2827 deletions

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#!/usr/bin/env python
#*-----------------------------------------------------------------------*
#| |
#| Copyright (c) 2013 by Paul Scherrer Institute (http://www.psi.ch) |
#| |
#| Author Thierry Zamofing (thierry.zamofing@psi.ch) |
#*-----------------------------------------------------------------------*
'''
implements an image view to show a colored image of a hdf5 dataset.
'''
if __name__ == '__main__':
#Used to guarantee to use at least Wx2.8
import wxversion
wxversion.ensureMinimal('2.8')
import wx
import matplotlib as mpl
if __name__ == '__main__':
mpl.use('WXAgg')
#or mpl.use('WX')
#matplotlib.get_backend()
import os
import numpy as np
from matplotlib.backends.backend_wxagg import FigureCanvasWxAgg as FigureCanvas
from matplotlib.backends.backend_wxagg import NavigationToolbar2WxAgg as NavigationToolbar
import pylab as plt #used for the colormaps
class SliderGroup():
def __init__(self, parent, label, range=(0,100),val=0):
self.sliderLabel = wx.StaticText(parent, label=label)
self.sliderText = wx.TextCtrl(parent, -1, style=wx.TE_PROCESS_ENTER)
self.slider = wx.Slider(parent, -1)
self.slider.SetRange(range[0],range[1])
sizer = wx.BoxSizer(wx.HORIZONTAL)
sizer.Add(self.sliderLabel, 0, wx.EXPAND | wx.ALIGN_CENTER | wx.ALL, border=2)
sizer.Add(self.sliderText, 0, wx.EXPAND | wx.ALIGN_CENTER | wx.ALL, border=2)
sizer.Add(self.slider, 1, wx.EXPAND)
self.sizer = sizer
self.slider.Bind(wx.EVT_SLIDER, self.sliderHandler)
self.sliderText.Bind(wx.EVT_TEXT_ENTER, self.sliderTextHandler)
self.SetValue(val)
def SetValue(self, value):
self.value = value
self.slider.SetValue(value)
self.sliderText.SetValue(str(value))
def SetCallback(self,funcCB,usrData):
self.cbFuncData=(funcCB,usrData)
def Callback(self,value,msg):
try:
(funcCB,usrData)=self.cbFuncData
except BaseException as e:
pass
else:
funcCB(usrData,value,msg)
def sliderHandler(self, evt):
value = evt.GetInt()
self.sliderText.SetValue(str(value))
self.value=value
self.Callback(value,0)
def sliderTextHandler(self, evt):
value = int(self.sliderText.GetValue())
self.slider.SetValue(value)
value = self.slider.Value
self.sliderText.SetValue(str(value))
self.value=value
self.Callback(value,0)
def AddToolbar(parent,sizer):
toolbar = NavigationToolbar(parent)
toolbar.Realize()
if wx.Platform == '__WXMAC__':
# Mac platform (OSX 10.3, MacPython) does not seem to cope with
# having a toolbar in a sizer. This work-around gets the buttons
# back, but at the expense of having the toolbar at the top
parent.SetToolBar(toolbar)
else:
# On Windows platform, default window size is incorrect, so set
# toolbar width to figure width.
tw, th = toolbar.GetSizeTuple()
fw, fh = parent.GetSizeTuple()
# By adding toolbar in sizer, we are able to put it at the bottom
# of the frame - so appearance is closer to GTK version.
# As noted above, doesn't work for Mac.
toolbar.SetSize(wx.Size(fw, th))
sizer.Add(toolbar, 0, wx.LEFT | wx.EXPAND)
# update the axes menu on the toolbar
toolbar.update()
return toolbar
#class ShiftedLogNorm(mpl.colors.Normalize):
class ShiftedLogNorm(mpl.colors.LogNorm):
#copied and modified from LogNorm
def __call__(self, value, clip=None):
#print value.shape,self.vmin,self.vmax,self.clip,clip
if clip is None:
clip = self.clip
ofs0=1-self.vmin
ofs1=1./(np.log(self.vmax+1-self.vmin))
result=np.log(value+ofs0)*ofs1
result = np.ma.masked_less_equal(result, 0, copy=False)
return result
def inverse(self, value):
if not self.scaled():
raise ValueError("Not invertible until scaled")
vmin, vmax = self.vmin, self.vmax
ofs0=1-vmin
if mpl.cbook.iterable(value):
val = np.ma.asarray(value)
return vmin * np.ma.power((vmax/vmin), val)-ofs0
else:
return vmin * pow((vmax/vmin), value)-ofs0
def autoscale_None(self, A):
if self.vmin is None:
self.vmin = np.ma.min(A)
if self.vmax is None:
self.vmax = np.ma.max(A)
pass
def autoscale(self, A):
pass
class MPLCanvasImg(FigureCanvas):
def __init__(self,parent,SetStatusCB=None):
if SetStatusCB:
self.SetStatusCB=SetStatusCB
fig = mpl.figure.Figure()
ax = fig.add_axes([0.075,0.1,0.75,0.85])
FigureCanvas.__init__(self,parent, -1, fig)
self.mpl_connect('motion_notify_event', self.OnMotion)
self.mpl_connect('button_press_event', self.OnBtnPress)
self.mpl_connect('button_release_event', self.OnBtnRelease)
self.mpl_connect('scroll_event', self.OnBtnScroll)
self.mpl_connect('key_press_event',self.OnKeyPress)
self.fig=fig
self.ax=ax
def InitChild(self,data):
if data.dtype==np.complex128:
self.dataRaw=data
#data=np.angle(data)
data=np.absolute(data)
fig=self.fig
ax=self.ax
msk=~np.isnan(data);msk=data[msk]
avg=np.average(msk); std=np.std(msk)
vmin=np.min(msk);vmax=np.max(msk)
vmin=max(vmin,avg-3*std);vmax=min(vmax,avg+3*std)
if vmin==0:vmin=1
if vmax<=vmin:
vmax=vmin+1
#norm=ShiftedLogNorm()
norm=mpl.colors.Normalize()
#img = ax.imshow(data,interpolation='nearest',cmap=mpl.cm.jet, norm=ShiftedLogNorm(vmin=vmin, vmax=vmax))
img = ax.imshow(data,interpolation='nearest',cmap=mpl.cm.jet, vmin=vmin, vmax=vmax)
colBar=fig.colorbar(img,orientation='vertical',norm=norm)
#colBar.norm=ShiftedLogNorm(vmin=vmin, vmax=vmax)
colBar.norm=mpl.colors.Normalize(vmin=vmin, vmax=vmax)
img.set_norm(colBar.norm)
img.cmap._init();bg=img.cmap._lut[0].copy();bg[:-1]/=4
ax.set_axis_bgcolor(bg)
self.colBar=colBar
self.colCycle = sorted([i for i in dir(plt.cm) if hasattr(getattr(plt.cm,i),'N')])
self.colIndex = self.colCycle.index(colBar.get_cmap().name)
self.img=img
def OnMotion(self,event):
#print event,event.x,event.y,event.inaxes,event.xdata,event.ydata
if event.inaxes==self.ax:
x=int(round(event.xdata))
y=int(round(event.ydata))
try:
v=self.img.get_array()[y,x]
except IndexError as e:
pass
else:
#print x,y,v
self.SetStatusCB(self.Parent,0,(x,y,v))
elif event.inaxes==self.colBar.ax:
colBar=self.colBar
pt=colBar.ax.bbox.get_points()[:,1]
nrm=colBar.norm
vmin,vmax,p0,p1,pS = (nrm.vmin,nrm.vmax,pt[0],pt[1],event.y)
if isinstance(colBar.norm,mpl.colors.LogNorm):#type(colBar.norm)==mpl.colors.LogNorm does not work...
vS=0
else:#scale around point
vS=vmin+(vmax-vmin)/(p1-p0)*(pS-p0)
self.SetStatusCB(self.Parent,1,vS)
try:
vmin,vmax,p0,p1,pS=self.colBarPressed
except AttributeError:
return
#if event.inaxes != self.cbar.ax: return
colBar=self.colBar
#print vmin,vmax,p0,p1,pS,type(colBar.norm)
#print 'x0=%f, xpress=%f, event.xdata=%f, dx=%f, x0+dx=%f'%(x0, xpress, event.xdata, dx, x0+dx)
if isinstance(colBar.norm,mpl.colors.LogNorm):#type(colBar.norm)==mpl.colors.LogNorm does not work...
if event.button==1:
#colBar.norm.vmin=.1
colBar.norm.vmax=vmax*np.exp((pS-event.y)/100)
#scale= np.exp((event.y-pS)/100)
elif event.button==1:#move top,bottom,both
pD = event.y - pS
vD=(vmax-vmin)/(p1-p0)*(pS-event.y)
colBar.norm.vmin = vmin+vD
colBar.norm.vmax = vmax+vD
elif event.button==3:#scale around point
scale= np.exp((pS-event.y)/100)
vS=vmin+(vmax-vmin)/(p1-p0)*(pS-p0)
#print scale,vS
colBar.norm.vmin = vS-scale*(vS-vmin)
colBar.norm.vmax = vS-scale*(vS-vmax)
self.img.set_norm(colBar.norm)#force image to redraw
colBar.patch.figure.canvas.draw()
def OnBtnPress(self, event):
"""on button press we will see if the mouse is over us and store some data"""
#print dir(event.guiEvent)
if event.inaxes == self.colBar.ax:
#if event.guiEvent.LeftDClick()==True:
# print dlg
pt=self.colBar.ax.bbox.get_points()[:,1]
nrm=self.colBar.norm
self.colBarPressed = (nrm.vmin,nrm.vmax,pt[0],pt[1],event.y)
#self.colBarPressed = event.x, event.y
#print self.colBarPressed
#self.OnMouse(event)
pass
def OnBtnRelease(self, event):
"""on release we reset the press data"""
#self.OnMouse(event)
try: del self.colBarPressed
except AttributeError: pass
def OnBtnScroll(self, event):
#self.OnMouse(event)
colBar=self.colBar
if event.inaxes==colBar.ax:
pt=colBar.ax.bbox.get_points()[:,1]
nrm=colBar.norm
vmin,vmax,p0,p1,pS = (nrm.vmin,nrm.vmax,pt[0],pt[1],event.y)
if isinstance(colBar.norm,mpl.colors.LogNorm):#type(colBar.norm)==mpl.colors.LogNorm does not work...
scale= np.exp((-event.step)/10)
colBar.norm.vmax=vmax*scale
else:#scale around point
scale= np.exp((-event.step)/10)
vS=vmin+(vmax-vmin)/(p1-p0)*(pS-p0)
#print scale,vS
colBar.norm.vmin = vS-scale*(vS-vmin)
colBar.norm.vmax = vS-scale*(vS-vmax)
self.img.set_norm(colBar.norm)#force image to redraw
colBar.patch.figure.canvas.draw()
def OnKeyPress(self, event):
colCycle=self.colCycle
colBar=self.colBar
if event.key=='down':
self.colIndex += 1
elif event.key=='up':
self.colIndex -= 1
self.colIndex%=len(colCycle)
cmap = colCycle[self.colIndex]
colBar.set_cmap(cmap)
colBar.draw_all()
self.img.set_cmap(cmap)
self.img.get_axes().set_title(cmap)
colBar.patch.figure.canvas.draw()
def OnMouse(self, event):
for k in dir(event):
if k[0]!='_':
print k,getattr(event,k)
class DlgColBarSetup(wx.Dialog):
def __init__(self,parent):
wx.Dialog.__init__(self,parent,-1,'Colormap Setup')
colBar=parent.canvas.colBar
cmap=colBar.cmap
nrm=colBar.norm
txtVMin=wx.StaticText(self,-1,'vmin')
txtVMax=wx.StaticText(self,-1,'vmax')
txtColMap=wx.StaticText(self,-1,'colormap')
self.edVMin=edVMin=wx.TextCtrl(self,-1,'%g'%nrm.vmin,style=wx.TE_PROCESS_ENTER)
self.edVMax=edVMax=wx.TextCtrl(self,-1,'%g'%nrm.vmax,style=wx.TE_PROCESS_ENTER)
txtTxrFunc=wx.StaticText(self,-1,'function')
self.cbtxrFunc=cbtxrFunc=wx.ComboBox(self, -1, choices=('linear','logarithmic'), style=wx.CB_READONLY)
cbtxrFunc.SetSelection(0 if nrm.__class__==mpl.colors.Normalize else 1)
#colMapLst=('Accent', 'Blues', 'BrBG', 'BuGn', 'BuPu', 'Dark2', 'GnBu', 'Greens', 'Greys', 'OrRd', 'Oranges', 'PRGn', 'Paired',
#'Pastel1', 'Pastel2', 'PiYG', 'PuBu', 'PuBuGn', 'PuOr', 'PuRd', 'Purples', 'RdBu', 'RdGy', 'RdPu', 'RdYlBu', 'RdYlGn', 'Reds',
#'Set1', 'Set2', 'Set3', 'Spectral', 'YlGn', 'YlGnBu', 'YlOrBr', 'YlOrRd', 'afmhot', 'autumn', 'binary', 'bone', 'brg', 'bwr',
#'cool', 'coolwarm', 'copper', 'cubehelix', 'flag', 'gist_earth', 'gist_gray', 'gist_heat', 'gist_ncar', 'gist_rainbow', 'gist_stern',
#'gist_yarg', 'gnuplot', 'gnuplot2', 'gray', 'hot', 'hsv', 'jet', 'ocean', 'pink', 'prism', 'rainbow', 'seismic', 'spectral',
#'spring', 'summer', 'terrain', 'winter')
colMapLst=('hot','spectral','jet','gray','RdYlBu','hsv','gist_stern','gist_ncar','BrBG','RdYlBu','brg','gnuplot2',
'prism','rainbow',)
self.cbColMap=cbColMap=wx.ComboBox(self, -1, choices=colMapLst, style=wx.CB_READONLY)
cbColMap.Value=cmap.name
sizer=wx.BoxSizer(wx.VERTICAL)
fgs=wx.FlexGridSizer(4,2,5,5)
fgs.Add(txtVMin,0,wx.ALIGN_RIGHT)
fgs.Add(edVMin,0,wx.EXPAND)
fgs.Add(txtVMax,0,wx.ALIGN_RIGHT)
fgs.Add(edVMax,0,wx.EXPAND)
fgs.Add(txtTxrFunc,0,wx.ALIGN_RIGHT)
fgs.Add(cbtxrFunc,0,wx.EXPAND)
fgs.Add(txtColMap,0,wx.ALIGN_RIGHT)
fgs.Add(cbColMap,0,wx.EXPAND)
sizer.Add(fgs,0,wx.EXPAND|wx.ALL,5)
edVMin.SetFocus()
btns = self.CreateButtonSizer(wx.OK|wx.CANCEL)
btnApply=wx.Button(self, -1, 'Apply')
btns.Add(btnApply, 0, wx.ALL, 5)
sizer.Add(btns,0,wx.EXPAND|wx.ALL,5)
self.Bind(wx.EVT_BUTTON, self.OnModify, id=wx.ID_OK)
self.Bind(wx.EVT_BUTTON, self.OnModify, btnApply)
#self.Bind(wx.EVT_TEXT_ENTER, self.OnModify, edVMin)
#self.Bind(wx.EVT_TEXT_ENTER, self.OnModify, edVMax)
self.Bind(wx.EVT_TEXT, self.OnModify, edVMin)
self.Bind(wx.EVT_TEXT, self.OnModify, edVMax)
self.Bind(wx.EVT_COMBOBOX, self.OnModify, cbtxrFunc)
self.Bind(wx.EVT_COMBOBOX, self.OnModify, cbColMap)
self.SetSizer(sizer)
sizer.Fit(self)
def OnModify(self, event):
#print 'OnModify'
parent=self.GetParent()
canvas=parent.canvas
colBar=canvas.colBar
cmap=colBar.cmap
nrm=colBar.norm
img=canvas.img
ax=img.get_axes()
data=img.get_array()
v=self.cbColMap.Value
if v!=cmap.name:
cmap=getattr(mpl.cm,v)
colBar.set_cmap(cmap)
colBar.draw_all()
img.set_cmap(cmap)
ax.set_title(cmap.name)
colBar.patch.figure.canvas.draw()
vmin,vmax=(float(self.edVMin.Value),float(self.edVMax.Value))
nrm.vmin=vmin; nrm.vmax=vmax
v=self.cbtxrFunc.GetCurrentSelection()
func=(mpl.colors.Normalize,ShiftedLogNorm)
if nrm.__class__!=func[v]:
if v==0: #linear mapping
colBar.norm = mpl.colors.Normalize(vmin, vmax)
elif v==1: #log mapping
img.cmap._init();bg=img.cmap._lut[0].copy();bg[:-1]/=4
ax.set_axis_bgcolor(bg)
vmin=1
colBar.norm = mpl.colors.LogNorm(vmin,vmax)
img.set_norm(colBar.norm)
colBar.patch.figure.canvas.draw()
parent.Refresh(False)
if event.GetId()==wx.ID_OK:
event.Skip()#do not consume (use event to close the window and sent return code)
class HdfImageFrame(wx.Frame):
def __init__(self, parent,lbl,ims):
wx.Frame.__init__(self, parent, title=lbl, size=wx.Size(850, 650))
canvas = MPLCanvasImg(self,self.SetStatusCB)
sizer = wx.BoxSizer(wx.VERTICAL)
sizer.Add(canvas, 1, wx.LEFT | wx.TOP | wx.GROW)
self.SetSizer(sizer)
toolbar=AddToolbar(canvas,sizer)
l=len(ims)
wxAxCtrl=SliderGroup(self, label='Axis:%d'%0,range=(0,l-1))
sizer.Add(wxAxCtrl.sizer, 0, wx.EXPAND | wx.ALIGN_CENTER | wx.ALL, border=5)
wxAxCtrl.SetCallback(HdfImageFrame.OnSetView,wxAxCtrl)
idx=wxAxCtrl.value
data=ims[idx]
canvas.InitChild(data)
#self.Fit()
self.Centre()
self.BuildMenu(data.dtype)
self.canvas=canvas
self.sizer=sizer
self.toolbar=toolbar
self.ims=ims
self.wxAxCtrl=wxAxCtrl
def BuildMenu(self,dtype):
mnBar = wx.MenuBar()
#-------- Edit Menu --------
mn = wx.Menu()
mnItem=mn.Append(wx.ID_ANY, 'Setup Colormap', 'Setup the color mapping ');self.Bind(wx.EVT_MENU, self.OnColmapSetup, mnItem)
mnItem=mn.Append(wx.ID_ANY, 'Invert X-Axis', kind=wx.ITEM_CHECK);self.Bind(wx.EVT_MENU, self.OnInvertAxis, mnItem)
self.mnIDxAxis=mnItem.GetId()
mnItem=mn.Append(wx.ID_ANY, 'Invert Y-Axis', kind=wx.ITEM_CHECK);self.Bind(wx.EVT_MENU, self.OnInvertAxis, mnItem)
mnItem=mn.Append(wx.ID_ANY, 'Tomo Normalize', 'Multiplies each pixel with a normalization factor. Assumes there exist an array exchange/data_white', kind=wx.ITEM_CHECK);self.Bind(wx.EVT_MENU, self.OnTomoNormalize, mnItem)
self.mnItemTomoNormalize=mnItem
if dtype==np.complex128:
mnItem=mn.Append(wx.ID_ANY, 'Complex: Phase', kind=wx.ITEM_CHECK);self.Bind(wx.EVT_MENU, self.OnSetComplexData, mnItem)
mnBar.Append(mn, '&Edit')
mn = wx.Menu()
mnItem=mn.Append(wx.ID_ANY, 'Help', 'How to use the image viewer');self.Bind(wx.EVT_MENU, self.OnHelp, mnItem)
mnBar.Append(mn, '&Help')
self.SetMenuBar(mnBar)
self.CreateStatusBar()
def SetIdxXY(self,x,y):
self.idxXY=(x,y)
@staticmethod
def SetStatusCB(obj,mode,v):
if mode==0:
obj.SetStatusText( "x= %d y=%d val=%g"%v,0)
elif mode==1:
obj.SetStatusText( "Colormap Value %d (drag to scale)"%v,0)
else:
raise KeyError('wrong mode')
@staticmethod
def OnSetView(usrData,value,msg):
'called when a slice is selected with the slider controls'
imgFrm=usrData.slider.Parent
#imgFrm.img.set_array(imgFrm.data[usrData.value,...])
idx=imgFrm.wxAxCtrl.value
data=imgFrm.ims[idx]
try:
tomoNorm=imgFrm.tomoNorm
except AttributeError:
imgFrm.canvas.img.set_array(data)
else:
data=data*tomoNorm
imgFrm.canvas.img.set_array(data)
imgFrm.canvas.draw()
pass
def OnTomoNormalize(self,event):
if event.IsChecked():
#try to find white image
#calculate average
#show white normalize factors
white=self.data.parent['data_white']
tomoNorm=white[1,:,:]
#tomoNorm=white[:,:,:].mean(axis=0)
#np.iinfo(tomoNorm.dtype).max
#tomoNorm=float(np.iinfo(tomoNorm.dtype).max/2)/tomoNorm
tomoNorm=tomoNorm.mean()/tomoNorm
#tomoNorm=tomoNorm/float(np.iinfo(tomoNorm.dtype).max)
data=self.canvas.img.get_array()
data*=tomoNorm
#data/=tomoNorm
self.tomoNorm=tomoNorm
self.canvas.img.set_array(data)
else:
tomoNorm=self.tomoNorm
data=self.canvas.img.get_array()
data/=tomoNorm
self.canvas.img.set_array(data)
del self.tomoNorm
self.canvas.draw()
def OnSetComplexData(self, event):
if event.IsChecked():
data=np.angle(self.canvas.dataRaw)
else:
data=np.absolute(self.canvas.dataRaw)
self.canvas.img.set_array(data)
self.canvas.draw()
def OnHelp(self,event):
msg='''to change the image selection:
use the toolbar at the bottom to pan and zoom the image
use the scrollbars at the bottom (if present) to select an other slice
to change the colorscale:
drag with left mouse button to move the colorbar up and down
drag with right mouse button to zoom in/out the colorbar at a given point
use mouse weel to zoom in/out the colorbar at a given point
double click left mouse button to set maximum and minimun colorbar values
use cursor up and down to use a different colormap'''
dlg = wx.MessageDialog(self, msg, 'Help', wx.OK|wx.ICON_INFORMATION)
dlg.ShowModal()
dlg.Destroy()
def OnColmapSetup(self,event):
dlg=DlgColBarSetup(self)
if dlg.ShowModal()==wx.ID_OK:
pass
dlg.Destroy()
def OnInvertAxis(self,event):
ax=self.canvas.ax
#event.Checked()
if self.mnIDxAxis==event.GetId():
ax.invert_xaxis()
else:
ax.invert_yaxis()
self.canvas.draw()
pass
class ImgStackApp(wx.App):
def OnInit(self):
#parser=GetParser(False) # debug with exampleCmd
return True
def OnExit(self):
pass
def Run(ims):
app=ImgStackApp()
frame=HdfImageFrame(None, 'Title', ims)
frame.Show()
app.SetTopWindow(frame)
app.MainLoop()