class View:
def __init__(self,master,controller,model):
self.master = master
self.controller = controller
self.log = self.controller.log
self.model = model
self.messageBoard = None
self.centerAreaFrame = None
self.leftAreaFrame = None
self.dataProcessingSettings = None
self.topAreaFrame = None
self.stateBar = None
self.stateList = ['Data Processing', 'Quality Assurance', 'Model', 'Results Navigation']
self.bgcolor = self.master.cget("bg") #"#DDDDFF"
self.fgcolor = "#FFFF99" #"#CCCC66"
self.lineNumber = 0
# data processing variables
self.selectedTransform = 'option 1'
self.selectedCompensation = 'option 1'
self.subsampleStates = None
# results navigation variables
self.resultsMode = 'model select'
self.selectedResultsChannel1 = None
self.selectedResultsChannel2 = None
self.selectedComponents = None
## change the window title (default is Tk)
self.master.wm_title(self.controller.appName)
## set area to screen size
self.set_area_to_screen_size()
### create status bar
self.status = StatusBar(self.master,self.controller)
### create the top area
self.topArea = tk.Frame(self.master)
self.topArea.pack(fill=tk.X,side=tk.TOP)
self.topArea.config(bg=self.bgcolor)
### create frame pieces
self.render_menus()
self.render_rt_side()
self.render_main_canvas()
self.render_left_side()
def set_area_to_screen_size(self):
self.w,self.h = float(self.master.winfo_screenwidth()),float(self.master.winfo_screenheight())
## check for dual screens
if self.w > 2000:
self.w = self.w / 2.0
#self.controller.root.overrideredirect(1) # if you also want to get rid of the titlebar
self.master.geometry("%dx%d+0+0"%(self.w,self.h))
def set_state(self,state,progressbarMsg=None,img=None,comparisonStates=None,resultsNavMode=None):
self.log.log['currentState'] = state
## save project
if self.controller.homeDir:
self.log.write()
print 'saving project at', self.log.log['currentState']
## keep track of the highest state
if self.stateList.__contains__(self.log.log['currentState']):
if self.stateList.index(self.log.log['currentState']) > self.log.log['highestState']:
self.log.log['highestState'] = self.stateList.index(self.log.log['currentState'])
if self.log.log['currentState'] == 'Progressbar':
self.render_main_canvas(canvasState='progressbar',progressbarMsg=progressbarMsg)
elif self.log.log['currentState'] == 'configuration':
self.render_main_canvas(canvasState='configuration')
elif self.log.log['currentState'] == 'projects menu':
self.render_main_canvas(canvasState='projects menu')
elif self.log.log['currentState'] == 'initial':
self.render_main_canvas(canvasState='initial')
elif self.log.log['currentState'] == 'Data Processing':
self.render_main_canvas(canvasState='processing')
elif self.log.log['currentState'] == 'Quality Assurance':
self.render_main_canvas(canvasState='qa',img=img,comparisonStates=comparisonStates)
elif self.log.log['currentState'] == 'Model':
self.render_main_canvas(canvasState='model')
elif self.log.log['currentState'] == 'Results Navigation':
self.render_main_canvas(canvasState='results',resultsNavMode=None)
else:
print "ERROR: invalid state specified: %s" %state
self.render_state()
##############################################################################
#
# image manipulation functions
#
##############################################################################
def render_state(self):
if self.stateBar != None:
self.stateBar.destroy()
self.stateBar = Statebar(self.topArea,self.stateList,self.log.log['currentState'],handleTransition=self.handle_state_transition)
self.stateBar.config(bg=self.bgcolor)
self.stateBar.pack(side=tk.TOP,fill=tk.X,pady=2,padx=5)
def mount_image(self,fileName,recreate=True):
if fileName != "experiment_icon":
fileName = os.path.join(self.controller.homeDir,'figs',fileName)
if os.path.isfile(fileName+".png") == False:
print "ERROR: Bad specified image file name"
self.i = PhotoImage(file = fileName + ".gif")
else:
self.i = PhotoImage(file = fileName + ".gif")
else:
self.i = PhotoImage(file = fileName + ".gif")
imageX = 0.5*self.canvasWidth
imageY = 0.45*self.canvasHeight
self.canvas.delete("image")
self.canvas.pack(fill=tk.BOTH,side=tk.TOP,anchor=tk.N)
self.canvas.create_image(imageX,imageY,image=self.i,tags="image")
self.canvas.config(bg=self.bgcolor)
def unmount_image(self):
self.canvas.delete(image)
##############################################################################
#
# menu functions
#
##############################################################################
def render_menus(self):
## initialize menu and menu commands as none
self.filemenu = None
self.helpmenu = None
self.actionmenu = None
## load appropriate menus
print 'loading menu'
self.menu = tk.Menu(self.master)
self.master.config(menu=self.menu)
## file menu
self.filemenu = tk.Menu(self.menu)
self.menu.add_cascade(label="File", menu = self.filemenu)
self.filemenu.add_command(label="Create new project", command = self.create_new_project)
self.filemenu.add_command(label="Open existing project", command = self.open_existing_projects_menu)
self.filemenu.add_command(label="Export project", command = self.callback)
self.filemenu.add_command(label="View project logfile", command = self.callback)
if self.log.log['currentState'] in ['Quality Assurance','Model','Results Navigation']:
self.filemenu.add_command(label="Export image", command = self.controller.saveas_image)
self.filemenu.add_separator()
if self.log.log['currentState'] in ['Data Processing','Quality Assurance','Model Preparation','Results Navigation']:
self.filemenu.add_command(label="Close current project", command = self.topArea.quit)
self.filemenu.add_command(label="Exit", command = self.topArea.quit)
## view menu
self.viewmenu = tk.Menu(self.master)
self.menu.add_cascade(label="View", menu=self.viewmenu)
self.viewmenu.add_command(label="Set the default screen resolution", command=self.set_default_screen_resolution)
## action menu
if self.log.log['currentState'] in ['Data Processing','Quality Assurance','Model','Results Navigation']:
self.actionmenu = tk.Menu(self.menu)
self.menu.add_cascade(label="Action", menu = self.actionmenu)
self.actionmenu.add_command(label="action1", command = self.callback)
if self.log.log['currentState'] in ['Data Processing']:
self.actionmenu.add_command(label="Load additional file", command = self.controller.load_additional_fcs_files)
## help menu
self.helpmenu = tk.Menu(self.menu)
self.menu.add_cascade(label="Help", menu = self.helpmenu)
self.helpmenu.add_command(label="User Manual", command = self.controller.show_documentation)
self.helpmenu.add_command(label="About...", command = self.callback)
def render_rt_side(self):
### create the right side
self.rightAreaFrame = tk.Frame(self.master)
#self.rightAreaFrame.pack_propagate(0)
self.rightAreaFrame["bg"] = self.bgcolor
self.rightArea = tk.Canvas(self.rightAreaFrame, width = 0.02 * self.w, height = 0.95 * self.h)
self.rightArea.configure(background = self.bgcolor)
self.rightAreaFrame.pack(side = tk.RIGHT)
self.rightArea.pack()
##############################################################################
#
# main canvas functions
#
##############################################################################
def open_existing_projects_menu(self):
self.set_state('projects menu')
def open_existing_project(self):
selectedProject = self.existingProjectsMenu.get_selected_project()
if selectedProject != None:
self.controller.projectID = selectedProject
self.controller.homeDir = os.path.join(".","projects",self.controller.projectID)
self.log.initialize(self.controller.projectID,self.controller.homeDir,load=True)
self.controller.handle_subsampling()
self.set_state(self.log.log['currentState'])
print "the current state: ", self.log.log['currentState']
else:
self.display_warning("You must select an existing project first")
def render_main_canvas(self,canvasState='initial',progressbarMsg=None,img=None,comparisonStates=None,useCurrentStates=False,resultsNavMode=None):
### create the center
if self.centerAreaFrame != None:
self.centerAreaFrame.destroy()
self.canvasWidth = 0.72 * self.w # 0.72
self.canvasHeight = 0.95 * self.h # 0.85 remember to change them all
self.controller.mainAreaWidth = self.canvasWidth
self.controller.mainAreaHeight = self.canvasHeight
self.textSpacing = 0.02* self.canvasHeight
self.centerAreaFrame = tk.Frame(self.master,height=self.canvasHeight,width=self.canvasWidth)
self.centerAreaFrame["bg"] = self.bgcolor
self.centerAreaFrame.pack_propagate(0) # don't shrink
self.centerAreaFrame.pack(side = tk.RIGHT)
self.canvas = tk.Canvas(self.centerAreaFrame,height=self.canvasHeight,width=self.canvasWidth)
if canvasState != 'initial' and self.controller.homeDir != None:
fileNames = get_fcs_file_names(self.controller.homeDir)
if canvasState == 'initial':
self.mount_image("experiment_icon")
print 'rendering main canvas -- initial'
self.canvas.pack()
elif canvasState == 'configuration':
msg = "Your current screen geometry is %sx%s\nHere you may select another resolution\n\n"%(int(self.w), int(self.h))
self.resolutionSelector = ResolutionSelector(self.centerAreaFrame,msg,bg=self.bgcolor,fg=self.fgcolor,command=self.change_default_screen_resolution)
elif canvasState == 'progressbar':
self.progressbar = Progressbar(self.centerAreaFrame,withLabel=progressbarMsg,bg=self.bgcolor,fg=self.fgcolor)
self.progressbar.pack(side=tk.TOP,fill=tk.BOTH,pady=0.2*self.canvasHeight,anchor=tk.S)
elif canvasState == 'processing':
dataProcessing = True
masterChannelList = self.model.get_master_channel_list()
if useCurrentStates == False:
self.set_selected_channel_states()
self.dataProcessingSettings = DataProcessingSettings(self.centerAreaFrame,fileNames,masterChannelList,width=self.canvasWidth,
bg=self.bgcolor,fg=self.fgcolor,showNameBtn=self.display_file_by_button,
loadbtnFn=self.controller.load_additional_fcs_files,selectAllFn=self.handle_select_all_channels,
channelStates=self.controller.log.log['processingChannels'],contbtnFn=self.processing_to_qa)
elif canvasState == 'qa':
imgNames = get_img_file_names(self.controller.homeDir)
imgNames = [image[:-4] for image in imgNames]
self.canvas = tk.Canvas(self.centerAreaFrame,height=self.canvasHeight,width=self.canvasWidth)
if img != None:
self.mount_image(img) # img
self.canvas.pack(anchor=tk.N,side=tk.TOP)
else:
mode = 'view all'
self.qualityAssuranceSettings = QualityAssuranceSettings(self.centerAreaFrame,mode,fileNames,imgNames,self.controller.homeDir,
imgHandler = self.show_selected_image, width=self.canvasWidth,
bg=self.bgcolor,fg=self.fgcolor,allStates=comparisonStates,
contbtnFn=self.qa_to_model,selectAllCmd=None)
self.qualityAssuranceSettings.pack()
elif canvasState == 'model':
self.modelSettings = ModelSettings(self.centerAreaFrame,fileNames,width=self.canvasWidth,
bg=self.bgcolor,fg=self.fgcolor,runModelBtnFn=self.model_to_results_navigation,
contbtnFn=self.model_to_results_navigation)
elif canvasState == 'results':
modelList = get_models_run(self.controller.homeDir)
if self.resultsMode in ['model select']:
self.resultsNavigationSettings = ResultsNavigationSettings(self.centerAreaFrame,modelList,self.resultsMode,width=self.canvasWidth,
dblClickBtnFn=self.show_model_log,bg=self.bgcolor,fg=self.fgcolor,
loadbtnFn=None,contBtnFn=self.handle_results_navigation_settings)
self.resultsSelectCanvas = tk.Canvas(self.centerAreaFrame,width=0.5*self.canvasWidth,height=0.5*self.canvasHeight)
self.resultsSelectCanvas.configure(background=self.bgcolor)
self.resultsSelectCanvas.pack(side=tk.LEFT)
else:
if self.selectedResultsChannel1 == None or self.selectedResultsChannel2 == None:
fileName = self.log.log['selectedFile']
imgDir = os.path.join(self.controller.homeDir,'figs',re.sub(fileName[:-4]+"\_","",self.log.log['selectedModel']))
imageHandler = self.show_selected_image
self.ibm = ImageButtonMagic(self.centerAreaFrame,imgDir,imageHandler)
self.ibm.config(bg=self.bgcolor)
self.ibm.pack()
else:
### get model
if not self.statModel:
self.statModel,self.modelClasses = self.model.load_model_results_pickle(self.log.log['selectedModel'])
try: self.statModel
except:
self.statModel = None
self.statModelClasses = None
self.mplCanvas = self.model.make_scatter_plot(self.log.log['selectedFile'],self.selectedResultsChannel1,
self.selectedResultsChannel2,labels=self.statModelClasses,
root=self.centerAreaFrame,width=self.canvasWidth,height=self.canvasHeight,getCanvas=True)
self.mplCanvas._tkcanvas.pack(fill=tk.BOTH,expand=1)
elif canvasState == 'projects menu':
existingProjects = get_project_names()
self.existingProjectsMenu = ExistingProjectsMenu(self.centerAreaFrame,existingProjects,bg=self.bgcolor,fg=self.fgcolor,
command=self.open_existing_project,loadBtnFn=self.open_existing_project)
self.existingProjectsMenu.pack()
### finally render the left side
self.render_left_side()
def display_file_by_button(self,ind):
fileList = get_fcs_file_names(self.controller.homeDir)
if ind == 0:
self.status.set("Does that look like a file to you?")
else:
self.status.set(fileList[ind-1])
def handle_select_all_channels(self):
self.set_state("Data Processing")
def set_selected_channel_states(self):
masterList = self.model.get_master_channel_list()
fileList = get_fcs_file_names(self.controller.homeDir)
## create a list of list to represent the channel states (each list is one row)
channelStates = [ [0]+np.zeros(len(masterList),dtype=int).tolist()+[0,0,0] for c in range(len(fileList))]
## if applicable get selected channels
if self.dataProcessingSettings != None:
selectedChannels = self.dataProcessingSettings.get_selected_channels()
for row in range(len(selectedChannels)):
for col in range(len(selectedChannels[0])):
state = selectedChannels[row][col]
if state != 0:
channelStates[row][col] = state
## check to see if select all was used
selectedRow = None
if self.dataProcessingSettings != None:
currentChannels = self.log.log['processingChannels']
for row in range(len(selectedChannels)):
stateSelected = selectedChannels[row][0]
stateCurrent = currentChannels[row][0]
if stateSelected != stateCurrent:
selectedRow = row
if selectedRow != None:
if currentChannels[selectedRow][0] == 1:
channelStates[selectedRow] = [0 for i in range(len(currentChannels[row]))]
elif currentChannels[selectedRow][0] == 0:
channelStates[selectedRow] = [1 for i in range(len(currentChannels[row]))]
## ready unavailable channels for disabling (-1)
for f in range(len(fileList)):
file = fileList[f]
channels = self.model.get_file_channel_list(file)
masterIndices = [np.where(np.array(masterList) == ch)[0][0] for ch in channels]
disabledChannels = list(set(range(len(masterList))).difference(set(masterIndices)))
for c in range(len(masterList)):
if c in disabledChannels:
channelStates[f][c+1] = -1
self.controller.log.log['processingChannels'] = channelStates
##############################################################################
#
# messageboard, fileselector
#
##############################################################################
def render_left_side(self,selectAllCompares=False):
### create the left side
if self.leftAreaFrame != None:
self.leftAreaFrame.destroy()
self.leftAreaFrame = tk.Frame(self.master,height=self.canvasHeight)
self.leftAreaFrame["bg"] = self.bgcolor
self.leftAreaFrame.pack(side = tk.RIGHT,expand=tk.Y)
## to be carried out everytime the left are frame is rendered
if self.controller.homeDir:
fileList = get_fcs_file_names(self.controller.homeDir)
imgNames = get_img_file_names(self.controller.homeDir)
if self.log.log['selectedFile'] == None:
self.log.log['selectedFile'] = fileList[0]
fileStates = [tk.NORMAL for i in fileList]
fileStates[fileList.index(self.log.log['selectedFile'])] = tk.ACTIVE
## data processing
if self.log.log['currentState'] == 'Data Processing':
self.dataProcessingLeft = DataProcessingLeft(self.leftAreaFrame,fileList,fileStates,bg=self.bgcolor,fg=self.fgcolor,subsampleStates=self.subsampleStates,
selectedTransformCmd=self.set_selected_transform,subsampleFn=self.set_subsample,
selectedCompCmd=self.set_selected_compensation,selectedCompensation=self.selectedCompensation,
selectedTransform = self.selectedTransform,uploadBtnFn=None,uploadFcsFn=self.controller.load_additional_fcs_files,
rmBtnFn=self.rm_selected_file,fileSelectorResponse=self.file_selector_response)
self.dataProcessingLeft.pack(side=tk.TOP)
## quality assurance
elif self.log.log['currentState'] == 'Quality Assurance':
self.qualityAssuranceLeft = QualityAssuranceLeft(self.leftAreaFrame,imgNames,fileList,fileStates,fileSelectorResponse=self.file_selector_response,
bg=self.bgcolor,fg=self.fgcolor,viewSelectedCmd=self.show_selected_image,
contbtnFn=self.qa_to_model,returnBtnFn=self.close_image_viewer,viewAllFn=self.handle_view_all)
self.qualityAssuranceLeft.pack(side=tk.TOP)
## results navigation
elif self.log.log['currentState'] == 'Results Navigation':
modelNames = get_models_run(self.controller.homeDir)
channelList = self.model.get_file_channel_list(self.log.log['selectedFile'])
model = None
# get file specific indices
try:
self.statModel,self.statModelClasses = self.model.load_model_results_pickle(self.log.log['selectedModel'])
channelsSelected = self.log.log['resultsChannels']
fileSpecificIndices = [channelList.index(i) for i in channelsSelected]
except:
fileSpecificIndices = None
self.statModel = None
self.statModelClasses = None
channelsSelected = None
if self.log.log['componentStates'] != None:
componentStates = self.log.log['componentStates']
else:
componentStates = None
self.resultsNavigationLeft = ResultsNavigationLeft(self.leftAreaFrame,channelList,self.resultsMode,fileList,fileStates,self.statModel,
selectedInds = fileSpecificIndices,fileSelectorResponse=self.file_selector_response,
bg=self.bgcolor,fg=self.fgcolor,viewSelectedCmd=self.show_selected_image,
contbtnFn=self.qa_to_model,componentStates = componentStates,viewAllFn=self.handle_view_all,
returnBtnFn=self.close_image_viewer,rerenderFn=self.handle_results_navigation_figures)
self.resultsNavigationLeft.pack(side=tk.TOP)
self.messageBoard = tk.Canvas(self.leftAreaFrame,width=0.3*self.w,height=self.canvasHeight)
self.messageBoard.configure(background = self.bgcolor)
self.messageBoard.pack(side=tk.LEFT,expand=tk.Y)
## this function is called from the fileselector widget
def file_selector_response(self):
if self.log.log['currentState'] == "Data Processing":
self.lineNumber = 0
self.log.log['selectedFile'] = self.dataProcessingLeft.get_selected_file()
file = self.model.pyfcm_load_fcs_file(self.log.log['selectedFile'])
n,d = np.shape(file)
self.render_left_side()
self.message_board_display("file - %s "%self.log.log['selectedFile'])
self.message_board_display("observations - %s "%n)
self.message_board_display("dimensions - %s "%d)
else:
print "resonse method not available yet"
#########################################################################
#
# Results navigation handles
#
#########################################################################
def handle_results_navigation_settings(self):
selectedModel = self.resultsNavigationSettings.get_selected_model()
fileList = get_fcs_file_names(self.controller.homeDir)
fileName = None
if selectedModel != None:
for file in fileList:
m = re.search(re.sub("[\.fcs|\.pickle]","",file),selectedModel)
if m:
fileName = m.group(0)
if selectedModel != None:
self.log.log['selectedModel'] = selectedModel
self.log.log['selectedFile'] = fileName + ".fcs"
self.resultsMode = 'mixture components'
self.set_state('Results Navigation')
elif selectedModel == None:
self.display_warning("You must select a model before navigating its results")
def handle_results_navigation_figures(self):
imageChannels = self.resultsNavigationLeft.get_image_channels()
self.log.log['componentStates'] = self.resultsNavigationLeft.get_component_states()
if not self.statModel:
self.statModel,self.statModelClasses = self.model.load_model_results_pickle(self.log.log['selectedModel'])
if imageChannels != None:
self.selectedResultsChannel1 = imageChannels[0]
self.selectedResultsChannel2 = imageChannels[1]
self.log.log['resultsChannels'] = [imageChannels[0],imageChannels[1]]
print "setting results channels to", self.log.log['resultsChannels']
self.set_state('Results Navigation')
else:
self.display_warning("You must select a two channels file before viewing a plot")
def handle_results_navigation_model_summary(self):
print 'handling results naviation model summary'
def show_model_log(self):
selectedModel = self.resultsNavigationSettings.get_selected_model()
fileList = get_fcs_file_names(self.controller.homeDir)
fileName = None
for file in fileList:
m = re.search(re.sub("[\.fcs|\.pickle]","",file),selectedModel)
if m:
fileName = m.group(0)
lineCount = 1
whiteSpace = self.h / 70.0
modelLogFile = self.log.read_model_log(selectedModel)
self.resultsSelectCanvas.delete(tk.ALL)
logKeys = modelLogFile.keys()
logKeys.sort()
for key in logKeys:
item = modelLogFile[key]
self.resultsSelectCanvas.create_text(0.05*self.w,lineCount*whiteSpace,text="%s - %s"%(key,item),fill="black",anchor=tk.W)
lineCount+=1
self.status.set("displaying results for %s"%selectedModel)
#########################################################################
#
# Data processing handles
#
#########################################################################
def rm_selected_file(self):
if self.log.log['selectedFile'] == None:
self.display_warning("You must select a file before removing it")
else:
selectedFile = os.path.join(self.controller.homeDir,'data',self.log.log['selectedFile'])
self.controller.rm_fcs_file(selectedFile)
self.log.log['selectedFile'] = None
self.set_state("Data Processing")
def set_selected_transform(self):
self.selectedTransform = self.dataProcessingLeft.get_selected_transform()
def set_selected_compensation(self):
self.selectedCompensation = self.dataProcessingLeft.get_selected_compensation()
def message_board_display(self,msg,align='left',withButton=False):
if self.lineNumber == 0:
self.render_left_side()
whiteSpace = self.h / 100.0
self.lineNumber+=1
if self.lineNumber == 1:
self.lineNumber+=1
self.message_board_display("Project - %s"%self.controller.projectID,align='left')
self.lineNumber+=1
lineHeight = (self.lineNumber * whiteSpace) #+ (0.1 * whiteSpace)
self.messageBoard.create_line((0,lineHeight),(0.3*self.w,lineHeight), fill="black")
self.lineNumber+=2
if align=='center':
self.messageBoard.create_text(0.15*self.w,self.lineNumber*whiteSpace,text=msg,fill="black",tags="line"+str(self.lineNumber),anchor=tk.CENTER)
self.lineNumber+=1
elif align == 'left':
self.messageBoard.create_text(0.008*self.w,self.lineNumber*whiteSpace,text=msg,fill="black",tags="line"+str(self.lineNumber),anchor=tk.W)
self.lineNumber+=1
else:
print "ERROR: did not impliment other aligns besides center and left"
def show_fcs_file_names(self):
self.lineNumber = 0
for fileName in os.listdir(os.path.join(self.controller.homeDir,"data")):
if re.search("\.fcs",fileName):
self.message_board_display("file - %s"%fileName,align='left', withButton=True)
def show_selected_image(self):
if self.log.log['currentState'] == 'Quality Assurance':
img = self.qualityAssuranceLeft.get_selected_image()
if img == None:
img = self.qualityAssuranceSettings.ibm.selectedImg
img = os.path.split(img)[-1]
img = re.sub('\_thumb','',img)[:-4]
self.set_state('Quality Assurance',img=img)
elif self.log.log['currentState'] == 'Results Navigation':
print 'should be handling generatino of image'
fileChannels = self.model.get_file_channel_list(self.log.log['selectedFile'])
img = self.ibm.selectedImg
img = os.path.split(img)[-1]
img = re.sub('\_thumb','',img)[:-4]
# get the channels from file name
imageChannels = []
for chan in fileChannels:
if re.search(chan,img):
imageChannels.append(chan)
self.log.log['componentStates'] = self.resultsNavigationLeft.get_component_states()
if not self.statModel:
self.statModel,self.statModelClasses = self.model.load_model_results_pickle(self.log.log['selectedModel'])
if imageChannels != None:
self.selectedResultsChannel1 = imageChannels[0]
self.selectedResultsChannel2 = imageChannels[1]
self.log.log['resultsChannels'] = [imageChannels[0],imageChannels[1]]
print "setting results channels to", self.log.log['resultsChannels']
self.set_state('Results Navigation')
def set_subsample(self):
if self.dataProcessingLeft.get_subsample() != 'All Data':
ss = re.sub("\s","",self.dataProcessingLeft.get_subsample())
else:
ss = self.dataProcessingLeft.get_subsample()
self.log.log['subsample'] = ss
subsamples = ['All Data','1e3','1e4','5e4'] # make sure this matches in dataprocessingleft
self.subsampleStates = [tk.NORMAL for st in range(len(subsamples))]
if subsamples.__contains__(self.log.log['subsample']) == True:
self.subsampleStates[subsamples.index(self.log.log['subsample'])] = tk.ACTIVE
def create_new_project(self):
tkMessageBox.showinfo(self.controller.appName,"Load a *.fcs file ")
fcsFileName = askopenfilename()
self.controller.create_new_project(fcsFileName)
if self.controller.homeDir != None:
self.set_state("Data Processing")
#########################################################################
#
# Reuseable handles
#
#########################################################################
def handle_view_all(self):
if self.log.log['currentState'] == "Quality Assurance":
self.set_state('Quality Assurance')
if self.log.log['currentState'] == "Results Navigation":
self.selectedResultsChannel1 = None
self.selectedResultsChannel2 = None
self.log.log['resultsChannels'] = None
self.set_state('Results Navigation')
def close_image_viewer(self):
self.set_state(self.log.log['currentState'])
def select_all_comparisons(self):
if self.log.log['currentState'] == 'Quality Assurance':
selectState = self.qualityAssuranceSettings.get_select_all_state()
elif self.log.log['currentState'] == 'Results Navigation':
selectState = self.resultsNavigationSettings.get_select_all_state()
imgNames = get_img_file_names(self.controller.homeDir)
imgNames = [image[:-4] for image in imgNames]
if selectState[0] == 1:
comparisonStates = [tk.ACTIVE for i in imgNames]
else:
comparisonStates = None
self.set_state(self.log.log['currentState'],comparisonStates=comparisonStates)
##############################################################################
#
# model handles
#
##############################################################################
def run_selected_model(self):
modelSelectedLong = self.modelSettings.get_selected_model()
self.set_state('Progressbar',progressbarMsg="Running '%s'..."%modelSelectedLong)
fileList = get_fcs_file_names(self.controller.homeDir)
if modelSelectedLong == "Dirichlet Process Mixture Model - CPU Version":
self.log.log['modelToRun'] = "dpmm-cpu"
elif modelSelectedLong == "Dirichlet Process Mixture Model - GPU Version":
self.log.log['modelToRun'] = "dpmm-gpu"
elif modelSelectedLong == "Spectral Clustering - Ng Algorithm":
self.log.log['modelToRun'] = "sc-ng"
else:
print "ERROR: run selected model returned a bad model name:%s"%modelSelectedLong
self.controller.run_selected_model()
self.status.set("Model run finished")
##############################################################################
#
# functions that control the state transitions
#
##############################################################################
def handle_state_transition(self):
state = self.stateBar.get_current_state()
#if self.stateList.__contains__(self.log.log['currentState']):
if self.stateList.index(state) > self.log.log['highestState']:
self.display_warning('User must follow the flow of the pipeline \n i.e. please do not skip steps')
self.render_state()
else:
## reset stage specific variables
self.resultsMode = 'model select'
self.selectedResultsChannel1 = None
self.selectedResultsChannel2 = None
self.selectedComponents = None
self.set_state(state)
def processing_to_qa(self):
#self.set_selected_channel_states()
#if np.array(selectedChannels).sum() < 2:
# self.display_error("you must select at least 2 channels")
#else:
self.set_state('Progressbar',progressbarMsg="Creating all specified images...")
self.status.set("addressing subsampling...")
self.set_subsample()
self.controller.handle_subsampling()
self.set_selected_channel_states()
self.status.set("Rendering images...")
self.controller.process_images()
self.status.set("Assess the quality and return to previous steps if necessary")
self.set_state('Quality Assurance')
def qa_to_model(self):
self.set_state('Model')
def model_to_results_navigation(self):
self.run_selected_model()
self.set_state('Progressbar',progressbarMsg="Rendering images'...")
self.controller.process_results_images(self.log.log['modelToRun'])
self.set_state('Results Navigation')
def enable_cluster_selection(self):
self.canvas.unbind("<ButtonPress-1>")
self.canvas.unbind("<ButtonRelease-1>")
self.canvas.bind("<ButtonPress-1>", self.model.press)
self.canvas.bind("<ButtonRelease-1>", self.model.release)
##############################################################################
#
# basic message functions
#
##############################################################################
def display_info(self,message):
tkMessageBox.showinfo(self.controller.appName, message)
self.status.set("info: %s"%message)
def display_warning(self,message):
tkMessageBox.showwarning(self.controller.appName, message)
self.status.set("warning: %s"%message)
def display_error(self,message):
tkMessageBox.showerror(self.controller.appName, message)
self.status.set("error: %s"%message)
def callback(self):
tkMessageBox.showinfo(self.controller.appName, "this function does not exist yet")
self.status.set("this function does not exist yet")
##############################################################################
#
# system specific functions
#
##############################################################################
def set_default_screen_resolution(self):
self.set_state('configuration')
def change_default_screen_resolution(self):
newRes = self.resolutionSelector.get_selected_resolution()
width,height = newRes.split('x')
self.w = float(width)
self.h = float(height)
self.master.geometry("%dx%d+0+0"%(self.w,self.h))
### create the top area
self.topArea.destroy()
self.filemenu.destroy()
self.leftAreaFrame.destroy()
self.rightAreaFrame.destroy()
self.centerAreaFrame.destroy()
self.topArea = tk.Frame(self.master)
self.topArea.pack(fill=tk.X,side=tk.TOP)
self.topArea.config(bg=self.bgcolor)
### create frame pieces
self.render_menus()
self.render_rt_side()
self.render_main_canvas()
self.render_left_side()
self.status.destroy()
self.status = StatusBar(self.master,self.controller)
self.status.set('resolution has been set to %s'%newRes)
def render_main_canvas(self,canvasState='initial',progressbarMsg=None,img=None,comparisonStates=None,useCurrentStates=False,resultsNavMode=None):
### create the center
if self.centerAreaFrame != None:
self.centerAreaFrame.destroy()
self.canvasWidth = 0.72 * self.w # 0.72
self.canvasHeight = 0.95 * self.h # 0.85 remember to change them all
self.controller.mainAreaWidth = self.canvasWidth
self.controller.mainAreaHeight = self.canvasHeight
self.textSpacing = 0.02* self.canvasHeight
self.centerAreaFrame = tk.Frame(self.master,height=self.canvasHeight,width=self.canvasWidth)
self.centerAreaFrame["bg"] = self.bgcolor
self.centerAreaFrame.pack_propagate(0) # don't shrink
self.centerAreaFrame.pack(side = tk.RIGHT)
self.canvas = tk.Canvas(self.centerAreaFrame,height=self.canvasHeight,width=self.canvasWidth)
if canvasState != 'initial' and self.controller.homeDir != None:
fileNames = get_fcs_file_names(self.controller.homeDir)
if canvasState == 'initial':
self.mount_image("experiment_icon")
print 'rendering main canvas -- initial'
self.canvas.pack()
elif canvasState == 'configuration':
msg = "Your current screen geometry is %sx%s\nHere you may select another resolution\n\n"%(int(self.w), int(self.h))
self.resolutionSelector = ResolutionSelector(self.centerAreaFrame,msg,bg=self.bgcolor,fg=self.fgcolor,command=self.change_default_screen_resolution)
elif canvasState == 'progressbar':
self.progressbar = Progressbar(self.centerAreaFrame,withLabel=progressbarMsg,bg=self.bgcolor,fg=self.fgcolor)
self.progressbar.pack(side=tk.TOP,fill=tk.BOTH,pady=0.2*self.canvasHeight,anchor=tk.S)
elif canvasState == 'processing':
dataProcessing = True
masterChannelList = self.model.get_master_channel_list()
if useCurrentStates == False:
self.set_selected_channel_states()
self.dataProcessingSettings = DataProcessingSettings(self.centerAreaFrame,fileNames,masterChannelList,width=self.canvasWidth,
bg=self.bgcolor,fg=self.fgcolor,showNameBtn=self.display_file_by_button,
loadbtnFn=self.controller.load_additional_fcs_files,selectAllFn=self.handle_select_all_channels,
channelStates=self.controller.log.log['processingChannels'],contbtnFn=self.processing_to_qa)
elif canvasState == 'qa':
imgNames = get_img_file_names(self.controller.homeDir)
imgNames = [image[:-4] for image in imgNames]
self.canvas = tk.Canvas(self.centerAreaFrame,height=self.canvasHeight,width=self.canvasWidth)
if img != None:
self.mount_image(img) # img
self.canvas.pack(anchor=tk.N,side=tk.TOP)
else:
mode = 'view all'
self.qualityAssuranceSettings = QualityAssuranceSettings(self.centerAreaFrame,mode,fileNames,imgNames,self.controller.homeDir,
imgHandler = self.show_selected_image, width=self.canvasWidth,
bg=self.bgcolor,fg=self.fgcolor,allStates=comparisonStates,
contbtnFn=self.qa_to_model,selectAllCmd=None)
self.qualityAssuranceSettings.pack()
elif canvasState == 'model':
self.modelSettings = ModelSettings(self.centerAreaFrame,fileNames,width=self.canvasWidth,
bg=self.bgcolor,fg=self.fgcolor,runModelBtnFn=self.model_to_results_navigation,
contbtnFn=self.model_to_results_navigation)
elif canvasState == 'results':
modelList = get_models_run(self.controller.homeDir)
if self.resultsMode in ['model select']:
self.resultsNavigationSettings = ResultsNavigationSettings(self.centerAreaFrame,modelList,self.resultsMode,width=self.canvasWidth,
dblClickBtnFn=self.show_model_log,bg=self.bgcolor,fg=self.fgcolor,
loadbtnFn=None,contBtnFn=self.handle_results_navigation_settings)
self.resultsSelectCanvas = tk.Canvas(self.centerAreaFrame,width=0.5*self.canvasWidth,height=0.5*self.canvasHeight)
self.resultsSelectCanvas.configure(background=self.bgcolor)
self.resultsSelectCanvas.pack(side=tk.LEFT)
else:
if self.selectedResultsChannel1 == None or self.selectedResultsChannel2 == None:
fileName = self.log.log['selectedFile']
imgDir = os.path.join(self.controller.homeDir,'figs',re.sub(fileName[:-4]+"\_","",self.log.log['selectedModel']))
imageHandler = self.show_selected_image
self.ibm = ImageButtonMagic(self.centerAreaFrame,imgDir,imageHandler)
self.ibm.config(bg=self.bgcolor)
self.ibm.pack()
else:
### get model
if not self.statModel:
self.statModel,self.modelClasses = self.model.load_model_results_pickle(self.log.log['selectedModel'])
try: self.statModel
except:
self.statModel = None
self.statModelClasses = None
self.mplCanvas = self.model.make_scatter_plot(self.log.log['selectedFile'],self.selectedResultsChannel1,
self.selectedResultsChannel2,labels=self.statModelClasses,
root=self.centerAreaFrame,width=self.canvasWidth,height=self.canvasHeight,getCanvas=True)
self.mplCanvas._tkcanvas.pack(fill=tk.BOTH,expand=1)
elif canvasState == 'projects menu':
existingProjects = get_project_names()
self.existingProjectsMenu = ExistingProjectsMenu(self.centerAreaFrame,existingProjects,bg=self.bgcolor,fg=self.fgcolor,
command=self.open_existing_project,loadBtnFn=self.open_existing_project)
self.existingProjectsMenu.pack()
### finally render the left side
self.render_left_side()
