# global import sys import os import logging import copy import webbrowser from PyQt5 import QtCore from PyQt5 import QtGui, QtWidgets from twisted.internet import threads from twisted.internet import reactor # sas-global from sas.sascalc.invariant import invariant from sas.qtgui.Plotting.PlotterData import Data1D import sas.qtgui.Utilities.GuiUtils as GuiUtils # import sas.qtgui.Plotting.PlotHelper as PlotHelper # local from .UI.TabbedInvariantUI import Ui_tabbedInvariantUI from .InvariantDetails import DetailsDialog from .InvariantUtils import WIDGETS # The minimum q-value to be used when extrapolating Q_MINIMUM = 1e-5 # The maximum q-value to be used when extrapolating Q_MAXIMUM = 10 # the ratio of maximum q value/(qmax of data) to plot the theory data Q_MAXIMUM_PLOT = 3 # Default number of points of interpolation: high and low range NPOINTS_Q_INTERP = 10 # Default power law for interpolation DEFAULT_POWER_LOW = 4 # Background of line edits if settings OK or wrong BG_WHITE = "background-color: rgb(255, 255, 255);" BG_RED = "background-color: rgb(244, 170, 164);" class InvariantWindow(QtWidgets.QDialog, Ui_tabbedInvariantUI): # The controller which is responsible for managing signal slots connections # for the gui and providing an interface to the data model. name = "Invariant" # For displaying in the combo box in DataExplorer def __init__(self, parent=None): super(InvariantWindow, self).__init__() self.setupUi(self) self.setWindowTitle("Invariant Perspective") # initial input params self._background = 0.0 self._scale = 1.0 self._contrast = 1.0 self._porod = None self.parent = parent self._manager = parent self._reactor = reactor self._model_item = QtGui.QStandardItem() self.detailsDialog = DetailsDialog(self) self.detailsDialog.cmdOK.clicked.connect(self.enabling) self._low_extrapolate = False self._low_guinier = True self._low_fit = False self._low_power_value = False self._low_points = NPOINTS_Q_INTERP self._low_power_value = DEFAULT_POWER_LOW self._high_extrapolate = False self._high_power_value = False self._high_fit = False self._high_points = NPOINTS_Q_INTERP self._high_power_value = DEFAULT_POWER_LOW # no reason to have this widget resizable self.resize(self.minimumSizeHint()) self.communicate = self._manager.communicator() self._data = None self._path = "" self._allow_close = False # Modify font in order to display Angstrom symbol correctly new_font = 'font-family: -apple-system, "Helvetica Neue", "Ubuntu";' self.lblTotalQUnits.setStyleSheet(new_font) self.lblSpecificSurfaceUnits.setStyleSheet(new_font) self.lblInvariantTotalQUnits.setStyleSheet(new_font) self.lblContrastUnits.setStyleSheet(new_font) self.lblPorodCstUnits.setStyleSheet(new_font) self.lblExtrapolQUnits.setStyleSheet(new_font) # To remove blue square around line edits self.txtBackgd.setAttribute(QtCore.Qt.WA_MacShowFocusRect, False) self.txtContrast.setAttribute(QtCore.Qt.WA_MacShowFocusRect, False) self.txtScale.setAttribute(QtCore.Qt.WA_MacShowFocusRect, False) self.txtPorodCst.setAttribute(QtCore.Qt.WA_MacShowFocusRect, False) self.txtNptsHighQ.setAttribute(QtCore.Qt.WA_MacShowFocusRect, False) self.txtNptsLowQ.setAttribute(QtCore.Qt.WA_MacShowFocusRect, False) self.txtPowerLowQ.setAttribute(QtCore.Qt.WA_MacShowFocusRect, False) self.txtPowerHighQ.setAttribute(QtCore.Qt.WA_MacShowFocusRect, False) self.txtExtrapolQMin.setText(str(Q_MINIMUM)) self.txtExtrapolQMax.setText(str(Q_MAXIMUM)) # Let's choose the Standard Item Model. self.model = QtGui.QStandardItemModel(self) # Connect buttons to slots. # Needs to be done early so default values propagate properly. self.setupSlots() # Set up the model. self.setupModel() # Set up the mapper self.setupMapper() # Default enablement self.cmdCalculate.setEnabled(False) # validator: double self.txtBackgd.setValidator(GuiUtils.DoubleValidator()) self.txtContrast.setValidator(GuiUtils.DoubleValidator()) self.txtScale.setValidator(GuiUtils.DoubleValidator()) self.txtPorodCst.setValidator(GuiUtils.DoubleValidator()) # validator: integer number self.txtNptsLowQ.setValidator(QtGui.QIntValidator()) self.txtNptsHighQ.setValidator(QtGui.QIntValidator()) self.txtPowerLowQ.setValidator(GuiUtils.DoubleValidator()) self.txtPowerHighQ.setValidator(GuiUtils.DoubleValidator()) def enabling(self): """ """ self.cmdStatus.setEnabled(True) def setClosable(self, value=True): """ Allow outsiders close this widget """ assert isinstance(value, bool) self._allow_close = value def closeEvent(self, event): """ Overwrite QDialog close method to allow for custom widget close """ if self._allow_close: # reset the closability flag self.setClosable(value=False) # Tell the MdiArea to close the container self.parentWidget().close() event.accept() else: event.ignore() # Maybe we should just minimize self.setWindowState(QtCore.Qt.WindowMinimized) def updateFromModel(self): """ Update the globals based on the data in the model """ self._background = float(self.model.item(WIDGETS.W_BACKGROUND).text()) self._contrast = float(self.model.item(WIDGETS.W_CONTRAST).text()) self._scale = float(self.model.item(WIDGETS.W_SCALE).text()) if self.model.item(WIDGETS.W_POROD_CST).text() != 'None' \ and self.model.item(WIDGETS.W_POROD_CST).text() != '': self._porod = float(self.model.item(WIDGETS.W_POROD_CST).text()) # Low extrapolating self._low_extrapolate = str(self.model.item(WIDGETS.W_ENABLE_LOWQ).text()) == 'true' self._low_points = float(self.model.item(WIDGETS.W_NPTS_LOWQ).text()) self._low_guinier = str(self.model.item(WIDGETS.W_LOWQ_GUINIER).text()) == 'true' self._low_fit = str(self.model.item(WIDGETS.W_LOWQ_FIT).text()) == 'true' self._low_power_value = float(self.model.item(WIDGETS.W_LOWQ_POWER_VALUE).text()) # High extrapolating self._high_extrapolate = str(self.model.item(WIDGETS.W_ENABLE_HIGHQ).text()) == 'true' self._high_points = float(self.model.item(WIDGETS.W_NPTS_HIGHQ).text()) self._high_fit = str(self.model.item(WIDGETS.W_HIGHQ_FIT).text()) == 'true' self._high_power_value = float(self.model.item(WIDGETS.W_HIGHQ_POWER_VALUE).text()) def calculateInvariant(self): """ Use twisted to thread the calculations away """ # Find out if extrapolation needs to be used. extrapolation = None if self._low_extrapolate and not self._high_extrapolate: extrapolation = "low" elif not self._low_extrapolate and self._high_extrapolate: extrapolation = "high" elif self._low_extrapolate and self._high_extrapolate: extrapolation = "both" # modify the Calculate button to indicate background process self.cmdCalculate.setText("Calculating...") self.cmdCalculate.setEnabled(False) # Send the calculations to separate thread. d = threads.deferToThread(self.calculateThread, extrapolation) # Add deferred callback for call return d.addCallback(self.deferredPlot) d.addErrback(self.calculationFailed) def calculationFailed(self, reason): print("calculation failed: ", reason) pass def deferredPlot(self, model): """ Run the GUI/model update in the main thread """ reactor.callFromThread(lambda: self.plotResult(model)) def plotResult(self, model): """ Plot result of calculation """ # Set the button back to available self.cmdCalculate.setEnabled(True) self.cmdCalculate.setText("Calculate") self.cmdStatus.setEnabled(True) self.model = model self.mapper.toFirst() self._data = GuiUtils.dataFromItem(self._model_item) # Send the modified model item to DE for keeping in the model # Currently -unused # self.communicate.updateModelFromPerspectiveSignal.emit(self._model_item) plot_data = GuiUtils.plotsFromCheckedItems(self._manager.filesWidget.model) self._manager.filesWidget.plotData(plot_data) # Update the details dialog in case it is open self.updateDetailsWidget(model) def updateDetailsWidget(self, model): """ On demand update of the details widget """ if self.detailsDialog.isVisible(): self.onStatus() def calculateThread(self, extrapolation): """ Perform Invariant calculations. TODO: Create a dictionary of results to be sent to DE on completion. """ self.updateFromModel() msg = '' qstar_low = 0.0 qstar_low_err = 0.0 qstar_high = 0.0 qstar_high_err = 0.0 qstar_total = 0.0 qstar_total_error = 0.0 temp_data = copy.deepcopy(self._data) # Prepare the invariant object inv = invariant.InvariantCalculator(data=temp_data, background=self._background, scale=self._scale) if self._low_extrapolate: function_low = "power_law" if self._low_guinier: function_low = "guinier" if self._low_fit: self._low_power_value = None inv.set_extrapolation(range="low", npts=int(self._low_points), function=function_low, power=self._low_power_value) if self._high_extrapolate: function_low = "power_law" inv.set_extrapolation(range="high", npts=int(self._high_points), function=function_low, power=self._high_power_value) # Compute invariant calculation_failed = False try: qstar_total, qstar_total_error = inv.get_qstar_with_error() except Exception as ex: msg += str(ex) calculation_failed = True # Display relevant information item = QtGui.QStandardItem("ERROR") self.model.setItem(WIDGETS.W_INVARIANT, item) item = QtGui.QStandardItem("ERROR") self.model.setItem(WIDGETS.W_INVARIANT_ERR, item) try: volume_fraction, volume_fraction_error = \ inv.get_volume_fraction_with_error(self._contrast) except Exception as ex: calculation_failed = True msg += str(ex) # Display relevant information item = QtGui.QStandardItem("ERROR") self.model.setItem(WIDGETS.W_VOLUME_FRACTION, item) item = QtGui.QStandardItem("ERROR") self.model.setItem(WIDGETS.W_VOLUME_FRACTION_ERR, item) if self._porod: try: surface, surface_error = \ inv.get_surface_with_error(self._contrast, self._porod) except Exception as ex: calculation_failed = True msg += str(ex) # Display relevant information item = QtGui.QStandardItem("ERROR") self.model.setItem(WIDGETS.W_SPECIFIC_SURFACE, item) item = QtGui.QStandardItem("ERROR") self.model.setItem(WIDGETS.W_SPECIFIC_SURFACE_ERR, item) else: surface = None if (calculation_failed): logging.warning('Calculation failed: {}'.format(msg)) return self.model else: if self._low_extrapolate: # for presentation in InvariantDetails qstar_low, qstar_low_err = inv.get_qstar_low() extrapolated_data = inv.get_extra_data_low(self._low_points) power_low = inv.get_extrapolation_power(range='low') # Plot the chart title = "Low-Q extrapolation" # Convert the data into plottable extrapolated_data = self._manager.createGuiData(extrapolated_data) extrapolated_data.name = title extrapolated_data.title = title # copy labels and units of axes for plotting extrapolated_data._xaxis = temp_data._xaxis extrapolated_data._xunit = temp_data._xunit extrapolated_data._yaxis = temp_data._yaxis extrapolated_data._yunit = temp_data._yunit # Add the plot to the model item # This needs to run in the main thread reactor.callFromThread(GuiUtils.updateModelItemWithPlot, self._model_item, extrapolated_data, title) if self._high_extrapolate: # for presentation in InvariantDetails qmax_plot = Q_MAXIMUM_PLOT * max(temp_data.x) if qmax_plot > Q_MAXIMUM: qmax_plot = Q_MAXIMUM qstar_high, qstar_high_err = inv.get_qstar_high() power_high = inv.get_extrapolation_power(range='high') high_out_data = inv.get_extra_data_high(q_end=qmax_plot, npts=500) # Plot the chart title = "High-Q extrapolation" # Convert the data into plottable high_out_data = self._manager.createGuiData(high_out_data) high_out_data.name = title high_out_data.title = title # copy labels and units of axes for plotting high_out_data._xaxis = temp_data._xaxis high_out_data._xunit = temp_data._xunit high_out_data._yaxis = temp_data._yaxis high_out_data._yunit = temp_data._yunit # Add the plot to the model item # This needs to run in the main thread reactor.callFromThread(GuiUtils.updateModelItemWithPlot, self._model_item, high_out_data, title) item = QtGui.QStandardItem(str(float('%.3g'% volume_fraction))) self.model.setItem(WIDGETS.W_VOLUME_FRACTION, item) item = QtGui.QStandardItem(str(float('%.3g'% volume_fraction_error))) self.model.setItem(WIDGETS.W_VOLUME_FRACTION_ERR, item) if surface: item = QtGui.QStandardItem(str(float('%.3g'% surface))) self.model.setItem(WIDGETS.W_SPECIFIC_SURFACE, item) item = QtGui.QStandardItem(str(float('%.3g'% surface_error))) self.model.setItem(WIDGETS.W_SPECIFIC_SURFACE_ERR, item) item = QtGui.QStandardItem(str(float('%.3g'% qstar_total))) self.model.setItem(WIDGETS.W_INVARIANT, item) item = QtGui.QStandardItem(str(float('%.3g'% qstar_total_error))) self.model.setItem(WIDGETS.W_INVARIANT_ERR, item) item = QtGui.QStandardItem(str(float('%.3g'% qstar_low))) self.model.setItem(WIDGETS.D_LOW_QSTAR, item) item = QtGui.QStandardItem(str(float('%.3g'% qstar_low_err))) self.model.setItem(WIDGETS.D_LOW_QSTAR_ERR, item) item = QtGui.QStandardItem(str(float('%.3g'% qstar_high))) self.model.setItem(WIDGETS.D_HIGH_QSTAR, item) item = QtGui.QStandardItem(str(float('%.3g'% qstar_high_err))) self.model.setItem(WIDGETS.D_HIGH_QSTAR_ERR, item) return self.model def title(self): """ Perspective name """ return "Invariant panel" def onStatus(self): """ Display Invariant Details panel when clicking on Status button """ self.detailsDialog.setModel(self.model) self.detailsDialog.showDialog() self.cmdStatus.setEnabled(False) def onHelp(self): """ Display help when clicking on Help button """ treeLocation = "/user/sasgui/perspectives/invariant/invariant_help.html" self.parent.showHelp(treeLocation) def setupSlots(self): """ """ self.cmdCalculate.clicked.connect(self.calculateInvariant) self.cmdStatus.clicked.connect(self.onStatus) self.cmdHelp.clicked.connect(self.onHelp) self.chkLowQ.stateChanged.connect(self.stateChanged) self.chkLowQ.stateChanged.connect(self.checkQExtrapolatedData) self.chkHighQ.stateChanged.connect(self.stateChanged) self.chkHighQ.stateChanged.connect(self.checkQExtrapolatedData) # slots for the Guinier and PowerLaw radio buttons at low Q # since they are not auto-exclusive self.rbGuinier.toggled.connect(self.lowGuinierAndPowerToggle) self.rbPowerLawLowQ.toggled.connect(self.lowGuinierAndPowerToggle) self.rbFitHighQ.toggled.connect(self.hiFitAndFixToggle) self.rbFitLowQ.toggled.connect(self.lowFitAndFixToggle) self.model.itemChanged.connect(self.modelChanged) # update model from gui editing by users self.txtBackgd.textChanged.connect(self.updateFromGui) self.txtScale.textChanged.connect(self.updateFromGui) self.txtContrast.textChanged.connect(self.updateFromGui) self.txtPorodCst.textChanged.connect(self.updateFromGui) self.txtPowerLowQ.textChanged.connect(self.updateFromGui) self.txtPowerHighQ.textChanged.connect(self.updateFromGui) self.txtNptsLowQ.textChanged.connect(self.updateFromGui) self.txtNptsHighQ.textChanged.connect(self.updateFromGui) # check values of n_points compared to distribution length if self.txtNptsLowQ.isEnabled(): self.txtNptsLowQ.textChanged.connect(self.checkLength) if self.txtNptsHighQ.isEnabled(): self.txtNptsHighQ.textChanged.connect(self.checkLength) def stateChanged(self): """ Catch modifications from low- and high-Q extrapolation check boxes """ sender = self.sender() itemf = QtGui.QStandardItem(str(sender.isChecked()).lower()) if sender.text() == 'Enable Low-Q extrapolation': self.model.setItem(WIDGETS.W_ENABLE_LOWQ, itemf) if sender.text() == 'Enable High-Q extrapolation': self.model.setItem(WIDGETS.W_ENABLE_HIGHQ, itemf) def checkLength(self): """ Validators of number of points for extrapolation. Error if it is larger than the distribution length """ try: int_value = int(self.sender().text()) except ValueError: self.sender().setStyleSheet(BG_RED) self.cmdCalculate.setEnabled(False) return if self._data: if len(self._data.x) < int_value: self.sender().setStyleSheet(BG_RED) logging.warning('The number of points must be smaller than {}'.format(len(self._data.x))) self.cmdCalculate.setEnabled(False) else: self.sender().setStyleSheet(BG_WHITE) self.cmdCalculate.setEnabled(True) else: # logging.info('no data is loaded') self.cmdCalculate.setEnabled(False) def modelChanged(self, item): """ Update when model changed """ if item.row() == WIDGETS.W_ENABLE_LOWQ: toggle = (str(item.text()) == 'true') self._low_extrapolate = toggle self.lowQToggle(toggle) elif item.row() == WIDGETS.W_ENABLE_HIGHQ: toggle = (str(item.text()) == 'true') self._high_extrapolate = toggle self.highQToggle(toggle) def checkQExtrapolatedData(self): """ Match status of low or high-Q extrapolated data checkbox in DataExplorer with low or high-Q extrapolation checkbox in invariant panel """ # name to search in DataExplorer if 'Low' in str(self.sender().text()): name = "Low-Q extrapolation" if 'High' in str(self.sender().text()): name = "High-Q extrapolation" GuiUtils.updateModelItemStatus(self._manager.filesWidget.model, self._path, name, self.sender().checkState()) def updateFromGui(self): """ Update model when new user inputs """ possible_senders = ['txtBackgd', 'txtContrast', 'txtPorodCst', 'txtScale', 'txtPowerLowQ', 'txtPowerHighQ', 'txtNptsLowQ', 'txtNptsHighQ'] related_widgets = [WIDGETS.W_BACKGROUND, WIDGETS.W_CONTRAST, WIDGETS.W_POROD_CST, WIDGETS.W_SCALE, WIDGETS.W_LOWQ_POWER_VALUE, WIDGETS.W_HIGHQ_POWER_VALUE, WIDGETS.W_NPTS_LOWQ, WIDGETS.W_NPTS_HIGHQ] related_internal_values = [self._background, self._contrast, self._porod, self._scale, self._low_power_value, self._high_power_value, self._low_points, self._high_points] item = QtGui.QStandardItem(self.sender().text()) index_elt = possible_senders.index(self.sender().objectName()) self.model.setItem(related_widgets[index_elt], item) try: related_internal_values[index_elt] = float(self.sender().text()) self.sender().setStyleSheet(BG_WHITE) self.cmdCalculate.setEnabled(True) except ValueError: # empty field, just skip self.sender().setStyleSheet(BG_RED) self.cmdCalculate.setEnabled(False) def lowGuinierAndPowerToggle(self, toggle): """ Guinier and Power radio buttons cannot be selected at the same time If Power is selected, Fit and Fix radio buttons are visible and Power line edit can be edited if Fix is selected """ if self.sender().text() == 'Guinier': self._low_guinier = toggle toggle = not toggle self.rbPowerLawLowQ.setChecked(toggle) self.rbFitLowQ.toggled.connect(self.lowFitAndFixToggle) self.rbFitLowQ.setVisible(toggle) self.rbFixLowQ.setVisible(toggle) self.txtPowerLowQ.setEnabled(toggle and (not self._low_fit)) else: self._low_guinier = not toggle self.rbGuinier.setChecked(not toggle) self.rbFitLowQ.toggled.connect(self.lowFitAndFixToggle) self.rbFitLowQ.setVisible(toggle) self.rbFixLowQ.setVisible(toggle) self.txtPowerLowQ.setEnabled(toggle and (not self._low_fit)) def lowFitAndFixToggle(self, toggle): """ Fit and Fix radiobuttons cannot be selected at the same time """ self._low_fit = toggle toggle = not toggle self.txtPowerLowQ.setEnabled(toggle) def hiFitAndFixToggle(self, toggle): """ Enable editing of power exponent if Fix for high Q is checked Disable otherwise """ self.txtPowerHighQ.setEnabled(not toggle) def highQToggle(self, clicked): """ Disable/enable High Q extrapolation """ self.rbFitHighQ.setEnabled(clicked) self.rbFixHighQ.setEnabled(clicked) self.txtNptsHighQ.setEnabled(clicked) self.txtPowerHighQ.setEnabled(clicked) def lowQToggle(self, clicked): """ Disable / enable Low Q extrapolation """ self.rbGuinier.setEnabled(clicked) self.rbPowerLawLowQ.setEnabled(clicked) self.txtNptsLowQ.setEnabled(clicked) # Enable subelements self.rbFitLowQ.setVisible(self.rbPowerLawLowQ.isChecked()) self.rbFixLowQ.setVisible(self.rbPowerLawLowQ.isChecked()) self.rbFitLowQ.setEnabled(clicked) # and not self._low_guinier) self.rbFixLowQ.setEnabled(clicked) # and not self._low_guinier) self.txtPowerLowQ.setEnabled(clicked and not self._low_guinier and not self._low_fit) def setupModel(self): """ """ # filename item = QtGui.QStandardItem(self._path) self.model.setItem(WIDGETS.W_FILENAME, item) # add Q parameters to the model qmin = 0.0 item = QtGui.QStandardItem(str(qmin)) self.model.setItem(WIDGETS.W_QMIN, item) qmax = 0.0 item = QtGui.QStandardItem(str(qmax)) self.model.setItem(WIDGETS.W_QMAX, item) # add custom input params item = QtGui.QStandardItem(str(self._background)) self.model.setItem(WIDGETS.W_BACKGROUND, item) item = QtGui.QStandardItem(str(self._contrast)) self.model.setItem(WIDGETS.W_CONTRAST, item) item = QtGui.QStandardItem(str(self._scale)) self.model.setItem(WIDGETS.W_SCALE, item) # leave line edit empty if Porod constant not defined if self._porod != None: item = QtGui.QStandardItem(str(self._porod)) else: item = QtGui.QStandardItem(str('')) self.model.setItem(WIDGETS.W_POROD_CST, item) # Dialog elements itemf = QtGui.QStandardItem("false") self.model.setItem(WIDGETS.W_ENABLE_HIGHQ, itemf) itemf = QtGui.QStandardItem("false") self.model.setItem(WIDGETS.W_ENABLE_LOWQ, itemf) item = QtGui.QStandardItem(str(NPOINTS_Q_INTERP)) self.model.setItem(WIDGETS.W_NPTS_LOWQ, item) item = QtGui.QStandardItem(str(NPOINTS_Q_INTERP)) self.model.setItem(WIDGETS.W_NPTS_HIGHQ, item) itemt = QtGui.QStandardItem("true") self.model.setItem(WIDGETS.W_LOWQ_GUINIER, itemt) itemt = QtGui.QStandardItem("true") self.model.setItem(WIDGETS.W_LOWQ_FIT, itemt) item = QtGui.QStandardItem(str(DEFAULT_POWER_LOW)) self.model.setItem(WIDGETS.W_LOWQ_POWER_VALUE, item) itemt = QtGui.QStandardItem("true") self.model.setItem(WIDGETS.W_HIGHQ_FIT, itemt) item = QtGui.QStandardItem(str(DEFAULT_POWER_LOW)) self.model.setItem(WIDGETS.W_HIGHQ_POWER_VALUE, item) def setupMapper(self): # Set up the mapper. self.mapper = QtWidgets.QDataWidgetMapper(self) self.mapper.setOrientation(QtCore.Qt.Vertical) self.mapper.setModel(self.model) # Filename self.mapper.addMapping(self.txtName, WIDGETS.W_FILENAME) # Qmin/Qmax self.mapper.addMapping(self.txtTotalQMin, WIDGETS.W_QMIN) self.mapper.addMapping(self.txtTotalQMax, WIDGETS.W_QMAX) # Background self.mapper.addMapping(self.txtBackgd, WIDGETS.W_BACKGROUND) # Scale self.mapper.addMapping(self.txtScale, WIDGETS.W_SCALE) # Contrast self.mapper.addMapping(self.txtContrast, WIDGETS.W_CONTRAST) # Porod constant self.mapper.addMapping(self.txtPorodCst, WIDGETS.W_POROD_CST) # Lowq/Highq items self.mapper.addMapping(self.chkLowQ, WIDGETS.W_ENABLE_LOWQ) self.mapper.addMapping(self.chkHighQ, WIDGETS.W_ENABLE_HIGHQ) self.mapper.addMapping(self.txtNptsLowQ, WIDGETS.W_NPTS_LOWQ) self.mapper.addMapping(self.rbGuinier, WIDGETS.W_LOWQ_GUINIER) self.mapper.addMapping(self.rbFitLowQ, WIDGETS.W_LOWQ_FIT) self.mapper.addMapping(self.txtPowerLowQ, WIDGETS.W_LOWQ_POWER_VALUE) self.mapper.addMapping(self.txtNptsHighQ, WIDGETS.W_NPTS_HIGHQ) self.mapper.addMapping(self.rbFitHighQ, WIDGETS.W_HIGHQ_FIT) self.mapper.addMapping(self.txtPowerHighQ, WIDGETS.W_HIGHQ_POWER_VALUE) # Output self.mapper.addMapping(self.txtVolFract, WIDGETS.W_VOLUME_FRACTION) self.mapper.addMapping(self.txtVolFractErr, WIDGETS.W_VOLUME_FRACTION_ERR) self.mapper.addMapping(self.txtSpecSurf, WIDGETS.W_SPECIFIC_SURFACE) self.mapper.addMapping(self.txtSpecSurfErr, WIDGETS.W_SPECIFIC_SURFACE_ERR) self.mapper.addMapping(self.txtInvariantTot, WIDGETS.W_INVARIANT) self.mapper.addMapping(self.txtInvariantTotErr, WIDGETS.W_INVARIANT_ERR) self.mapper.toFirst() def setData(self, data_item=None, is_batch=False): """ Obtain a QStandardItem object and dissect it to get Data1D/2D Pass it over to the calculator """ assert data_item is not None if self.txtName.text() == data_item[0].text(): logging.info('This file is already loaded in Invariant panel.') return if not isinstance(data_item, list): msg = "Incorrect type passed to the Invariant Perspective" raise AttributeError(msg) if not isinstance(data_item[0], QtGui.QStandardItem): msg = "Incorrect type passed to the Invariant Perspective" raise AttributeError(msg) # only 1 file can be loaded self._model_item = data_item[0] # Extract data on 1st child - this is the Data1D/2D component data = GuiUtils.dataFromItem(self._model_item) self.model.item(WIDGETS.W_FILENAME).setData(self._model_item.text()) # update GUI and model with info from loaded data self.updateGuiFromFile(data=data) def updateGuiFromFile(self, data=None): """ update display in GUI and plot """ self._data = data # plot loaded file if not isinstance(self._data, Data1D): msg = "Error(s) occurred: Invariant cannot be computed with 2D data." raise AttributeError(msg) try: filename = data.filename except: msg = 'No filename' raise ValueError(msg) try: qmin = min(self._data.x) qmax = max(self._data.x) except: msg = "Unable to find q min/max of \n data named %s" % \ data.filename raise ValueError(msg) # update model with input form files: filename, qmin, qmax self.model.item(WIDGETS.W_FILENAME).setText(filename) self.model.item(WIDGETS.W_QMIN).setText(str(qmin)) self.model.item(WIDGETS.W_QMAX).setText(str(qmax)) self._path = filename # Calculate and add to GUI: volume fraction, invariant total, # and specific surface if porod checked self.calculateInvariant() def allowBatch(self): """ Tell the caller that we don't accept multiple data instances """ return False