#/*########################################################################## # Copyright (C) 2004-2015 V.A. Sole, European Synchrotron Radiation Facility # # This file is part of the PyMca X-ray Fluorescence Toolkit developed at # the ESRF by the Software group. # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in # all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN # THE SOFTWARE. # #############################################################################*/ __author__ = "V.A. Sole - ESRF Data Analysis" __contact__ = "sole@esrf.fr" __license__ = "MIT" __copyright__ = "European Synchrotron Radiation Facility, Grenoble, France" """ A Stack plugin is a module that will be automatically added to the PyMca stack windows in order to perform user defined operations on the data stack. These plugins will be compatible with any stack window that provides the functions: #data related getStackDataObject getStackData getStackInfo setStack #images related addImage removeImage replaceImage #mask related setSelectionMask getSelectionMask #displayed curves getActiveCurve getGraphXLimits getGraphYLimits #information method stackUpdated selectionMaskUpdated """ import sys import os import numpy import time import traceback from PyMca5 import StackPluginBase from PyMca5.PyMcaCore import StackROIBatch from PyMca5.PyMcaGui import CalculationThread from PyMca5.PyMcaGui import StackPluginResultsWindow from PyMca5.PyMcaGui import StackROIBatchWindow from PyMca5.PyMcaGui import PyMca_Icons as PyMca_Icons from PyMca5.PyMcaGui import PyMcaQt as qt from PyMca5.PyMcaIO import ArraySave DEBUG = 0 class StackROIBatchPlugin(StackPluginBase.StackPluginBase): def __init__(self, stackWindow, **kw): StackPluginBase.DEBUG = DEBUG StackPluginBase.StackPluginBase.__init__(self, stackWindow, **kw) self.methodDict = {} function = self.calculate info = "Calculate ROI images from a configuration file" icon = PyMca_Icons.roi self.methodDict["Calculate"] =[function, info, icon] function = self._showWidget info = "Show last results" icon = PyMca_Icons.brushselect self.methodDict["Show"] =[function, info, icon] self.__methodKeys = ["Calculate", "Show"] self.configurationWidget = None self.workerInstance = None self._widget = None self.thread = None def stackUpdated(self): if DEBUG: print("StackROIBatchPlugin.stackUpdated() called") self._widget = None def selectionMaskUpdated(self): if self._widget is None: return if self._widget.isHidden(): return mask = self.getStackSelectionMask() self._widget.setSelectionMask(mask) def mySlot(self, ddict): if DEBUG: print("mySlot ", ddict['event'], ddict.keys()) if ddict['event'] == "selectionMaskChanged": self.setStackSelectionMask(ddict['current']) elif ddict['event'] == "addImageClicked": self.addImage(ddict['image'], ddict['title']) elif ddict['event'] == "addAllClicked": for i in range(len(ddict["images"])): self.addImage(ddict['images'][i], ddict['titles'][i]) elif ddict['event'] == "removeImageClicked": self.removeImage(ddict['title']) elif ddict['event'] == "replaceImageClicked": self.replaceImage(ddict['image'], ddict['title']) elif ddict['event'] == "resetSelection": self.setStackSelectionMask(None) #Methods implemented by the plugin def getMethods(self): if self._widget is None: return [self.__methodKeys[0]] else: return self.__methodKeys def getMethodToolTip(self, name): return self.methodDict[name][1] def getMethodPixmap(self, name): return self.methodDict[name][2] def applyMethod(self, name): return self.methodDict[name][0]() # The specific part def calculate(self): if self.configurationWidget is None: self.configurationWidget = \ StackROIBatchWindow.StackROIBatchDialog() ret = self.configurationWidget.exec_() if ret: self._executeFunctionAndParameters() def _executeFunctionAndParameters(self): self._parameters = self.configurationWidget.getParameters() self._widget = None if self.workerInstance is None: self.workerInstance = StackROIBatch.StackROIBatch() if DEBUG: self.thread = CalculationThread.CalculationThread(\ calculation_method=self.actualCalculation) self.thread.result = self.actualCalculation() self.threadFinished() else: self.thread = CalculationThread.CalculationThread(\ calculation_method=self.actualCalculation) self.thread.finished.connect(self.threadFinished) self.thread.start() message = "Please wait. Calculation going on." CalculationThread.waitingMessageDialog(self.thread, parent=self.configurationWidget, message=message) def actualCalculation(self): activeCurve = self.getActiveCurve() if activeCurve is not None: x, spectrum, legend, info = activeCurve else: x = None spectrum = None stack = self.getStackDataObject() configurationFile = self._parameters['configuration'] net = self._parameters['net'] self.workerInstance.setConfigurationFile(configurationFile) xAtMinMax = self._parameters['xAtMinMax'] xLabel = self.getGraphXLabel() result = self.workerInstance.batchROIMultipleSpectra(x=x, y=stack, net=net, xAtMinMax=xAtMinMax, xLabel=xLabel) return result def threadFinished(self): try: self._threadFinished() except: msg = qt.QMessageBox() msg.setIcon(qt.QMessageBox.Critical) msg.setInformativeText(str(sys.exc_info()[1])) msg.setDetailedText(traceback.format_exc()) msg.exec_() def _threadFinished(self): result = self.thread.result self.thread = None if type(result) == type((1,)): #if we receive a tuple there was an error if len(result): if result[0] == "Exception": # somehow this exception is not caught raise Exception(result[1], result[2])#, result[3]) return imageNames = result['names'] images = result["images"] nImages = images.shape[0] self._widget = StackPluginResultsWindow.StackPluginResultsWindow(\ usetab=False) self._widget.buildAndConnectImageButtonBox(replace=True, multiple=True) qt = StackPluginResultsWindow.qt self._widget.sigMaskImageWidgetSignal.connect(self.mySlot) self._widget.setStackPluginResults(images, image_names=imageNames) self._showWidget() # save to output directory parameters = self.configurationWidget.getParameters() outputDir = parameters["output_dir"] if outputDir in [None, ""]: if DEBUG: print("Nothing to be saved") return if parameters["file_root"] is None: fileRoot = "" else: fileRoot = parameters["file_root"].replace(" ","") if fileRoot in [None, ""]: fileRoot = "images" if not os.path.exists(outputDir): os.mkdir(outputDir) imagesDir = os.path.join(outputDir, "IMAGES") if not os.path.exists(imagesDir): os.mkdir(imagesDir) imageList = [None] * (nImages) fileImageNames = [None] * (nImages) j = 0 for i in range(nImages): name = imageNames[i].replace(" ","-") fileImageNames[j] = name imageList[j] = images[i] j += 1 fileName = os.path.join(imagesDir, fileRoot+".edf") ArraySave.save2DArrayListAsEDF(imageList, fileName, labels=fileImageNames) fileName = os.path.join(imagesDir, fileRoot+".csv") ArraySave.save2DArrayListAsASCII(imageList, fileName, csv=True, labels=fileImageNames) if parameters["tiff"]: i = 0 for i in range(len(fileImageNames)): label = fileImageNames[i] mass_fraction = "_" + label fileName = os.path.join(imagesDir, fileRoot + mass_fraction + ".tif") ArraySave.save2DArrayListAsMonochromaticTiff([imageList[i]], fileName, labels=[label], dtype=numpy.float32) def _showWidget(self): if self._widget is None: return #Show self._widget.show() self._widget.raise_() #update self.selectionMaskUpdated() MENU_TEXT = "Stack ROI Batch" def getStackPluginInstance(stackWindow, **kw): ob = StackROIBatchPlugin(stackWindow) return ob