예제 #1
0
    def __init__(self, title, xdata, ydata, style, symbol=None, *args):
        super(BMPlot, self).__init__(*args)
        self.setMinimumSize(200, 200)
        self.setTitle(title)
        self.setAxisTitle(QwtPlot.xBottom, 'x')
        self.setAxisTitle(QwtPlot.yLeft, 'y')
        self.curve_nb = 0
        for idx in range(1, 11):
            self.curve_nb += 1
            curve = QwtPlotCurve()
            curve.setPen(QPen(get_curve_color()))
            curve.setStyle(style)
            curve.setRenderHint(QwtPlotCurve.RenderAntialiased)
            if symbol is not None:
                curve.setSymbol(symbol)
            curve.attach(self)
            curve.setData(xdata, ydata*idx, finite=False)
#        self.setAxisScale(self.yLeft, -1.5, 1.5)
#        self.setAxisScale(self.xBottom, 9.9, 10.)
        self.replot()
예제 #2
0
    def __init__(self, title, xdata, ydata, style, symbol=None, *args):
        super(BMPlot, self).__init__(*args)
        self.setMinimumSize(200, 200)
        self.setTitle(title)
        self.setAxisTitle(QwtPlot.xBottom, 'x')
        self.setAxisTitle(QwtPlot.yLeft, 'y')
        self.curve_nb = 0
        for idx in range(1, 11):
            self.curve_nb += 1
            curve = QwtPlotCurve()
            curve.setPen(QPen(get_curve_color()))
            curve.setStyle(style)
            curve.setRenderHint(QwtPlotCurve.RenderAntialiased)
            if symbol is not None:
                curve.setSymbol(symbol)
            curve.attach(self)
            curve.setData(xdata, ydata * idx, finite=False)


#        self.setAxisScale(self.yLeft, -1.5, 1.5)
#        self.setAxisScale(self.xBottom, 9.9, 10.)
        self.replot()
예제 #3
0
class ValueWidget(QWidget, Ui_Widget):

    def __init__(self, iface):

        self.hasqwt=hasqwt
        self.hasmpl=hasmpl
        self.layerMap=dict()
        self.statsChecked=False
        self.ymin=0
        self.ymax=250

        self.iface=iface
        self.canvas=self.iface.mapCanvas()
        self.legend=self.iface.legendInterface()
        self.logger = logging.getLogger('.'.join((__name__, 
                                        self.__class__.__name__)))

        QWidget.__init__(self)
        self.setupUi(self)
        self.setupUi_extra()

        QObject.connect(self.cbxActive,SIGNAL("stateChanged(int)"),self.changeActive)
        QObject.connect(self.cbxGraph,SIGNAL("stateChanged(int)"),self.changePage)
        QObject.connect(self.canvas, SIGNAL( "keyPressed( QKeyEvent * )" ), self.pauseDisplay )
        QObject.connect(self.plotSelector, SIGNAL( "currentIndexChanged ( int )" ), self.changePlot )

    def setupUi_extra(self):

        # checkboxes
        #self.changeActive(Qt.Checked)
        #set inactive by default - should save last state in user config
        self.cbxActive.setCheckState(Qt.Unchecked)

        # plot
        self.plotSelector.setVisible( False )
        self.cbxStats.setVisible( False )
        self.graphControls.setVisible( False )
        if self.hasqwt:
            self.plotSelector.addItem( 'Qwt' )
        if self.hasmpl:
            self.plotSelector.addItem( 'mpl' )
        self.plotSelector.setCurrentIndex( 0 );
        if (not self.hasqwt or not self.hasmpl):
            #self.plotSelector.setVisible(False)
            self.plotSelector.setEnabled(False)

        # Page 2 - qwt
        if self.hasqwt:
            self.qwtPlot = QwtPlot(self.stackedWidget)
            self.qwtPlot.setAutoFillBackground(False)
            self.qwtPlot.setObjectName("qwtPlot")
            self.curve = QwtPlotCurve()
            self.curve.setSymbol(
                QwtSymbol(QwtSymbol.Ellipse,
                          QBrush(Qt.white),
                          QPen(Qt.red, 2),
                          QSize(9, 9)))
            self.curve.attach(self.qwtPlot)
            self.qwtPlot.setVisible(False)
        else:
            self.qwtPlot = QtGui.QLabel("Need Qwt >= 5.0 or matplotlib >= 1.0 !")

        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding,QtGui.QSizePolicy.Expanding)
        sizePolicy.setHorizontalStretch(0)
        sizePolicy.setVerticalStretch(0)
        sizePolicy.setHeightForWidth(self.qwtPlot.sizePolicy().hasHeightForWidth())
        self.qwtPlot.setSizePolicy(sizePolicy)
        self.qwtPlot.setObjectName("qwtPlot")
        self.qwtPlot.updateGeometry()
        self.stackedWidget.addWidget(self.qwtPlot)

        #Page 3 - matplotlib
        self.mplLine = None #make sure to invalidate when layers change
        if self.hasmpl:
            # mpl stuff
            # should make figure light gray
            self.mplBackground = None #http://www.scipy.org/Cookbook/Matplotlib/Animations
            self.mplFig = plt.Figure(facecolor='w', edgecolor='w')
            self.mplFig.subplots_adjust(left=0.1, right=0.975, bottom=0.13, top=0.95)
            self.mplPlt = self.mplFig.add_subplot(111)   
            self.mplPlt.tick_params(axis='both', which='major', labelsize=12)
            self.mplPlt.tick_params(axis='both', which='minor', labelsize=10)                           
            # qt stuff
            self.pltCanvas = FigureCanvasQTAgg(self.mplFig)
            self.pltCanvas.setParent(self.stackedWidget)
            self.pltCanvas.setAutoFillBackground(False)
            self.pltCanvas.setObjectName("mplPlot")
            self.mplPlot = self.pltCanvas
            self.mplPlot.setVisible(False)
        else:
            self.mplPlot = QtGui.QLabel("Need Qwt >= 5.0 or matplotlib >= 1.0 !")

        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding,QtGui.QSizePolicy.Expanding)
        sizePolicy.setHorizontalStretch(0)
        sizePolicy.setVerticalStretch(0)
        sizePolicy.setHeightForWidth(self.mplPlot.sizePolicy().hasHeightForWidth())
        self.mplPlot.setSizePolicy(sizePolicy)
        self.qwtPlot.setObjectName("qwtPlot")
        self.mplPlot.updateGeometry()
        self.stackedWidget.addWidget(self.mplPlot)

        self.stackedWidget.setCurrentIndex(0)


    def disconnect(self):
        self.changeActive(False)
        QObject.disconnect(self.canvas, SIGNAL( "keyPressed( QKeyEvent * )" ), self.pauseDisplay )
    
    def pauseDisplay(self,e):
      if ( e.modifiers() == Qt.ShiftModifier or e.modifiers() == Qt.MetaModifier ) and e.key() == Qt.Key_A:

        self.cbxActive.toggle()
        return True
      return False


    def keyPressEvent( self, e ):
      if ( e.modifiers() == Qt.ControlModifier or e.modifiers() == Qt.MetaModifier ) and e.key() == Qt.Key_C:
        items = QString()
        for rec in range( self.tableWidget.rowCount() ):
          items.append( '"' + self.tableWidget.item( rec, 0 ).text() + '",' + self.tableWidget.item( rec, 1 ).text() + "\n" )
        if not items.isEmpty():
          clipboard = QApplication.clipboard()
          clipboard.setText( items )
      elif (self.pauseDisplay(e)):
        pass
      else:
        QWidget.keyPressEvent( self, e )


    def changePage(self,state):
        if (state==Qt.Checked):
            self.plotSelector.setVisible( True )
            self.cbxStats.setVisible( True )
            self.graphControls.setVisible( True )
            if (self.plotSelector.currentText()=='mpl'):
                self.stackedWidget.setCurrentIndex(2)
            else:
                self.stackedWidget.setCurrentIndex(1)
        else:
            self.plotSelector.setVisible( False )
            self.cbxStats.setVisible( False )
            self.graphControls.setVisible( False )
            self.stackedWidget.setCurrentIndex(0)

    def changePlot(self):
        self.changePage(self.cbxActive.checkState())

    def changeActive(self,state):
        if (state==Qt.Checked):
            #QObject.connect(self.legend, SIGNAL( "itemAdded ( QModelIndex )" ), self.statsNeedChecked )
            #QObject.connect(self.legend, SIGNAL( "itemRemoved ()" ), self.invalidatePlot )
            QObject.connect(self.canvas, SIGNAL( "layersChanged ()" ), self.invalidatePlot )
            if int(QGis.QGIS_VERSION[2]) > 2: # for QGIS >= 1.3
                QObject.connect(self.canvas, SIGNAL("xyCoordinates(const QgsPoint &)"), self.printValue)
            else:
                QObject.connect(self.canvas, SIGNAL("xyCoordinates(QgsPoint &)"), self.printValue)
        else:
            QObject.disconnect(self.canvas, SIGNAL( "layersChanged ()" ), self.invalidatePlot )
            if int(QGis.QGIS_VERSION[2]) > 2: # for QGIS >= 1.3
                QObject.disconnect(self.canvas, SIGNAL("xyCoordinates(const QgsPoint &)"), self.printValue)
            else:
                QObject.disconnect(self.canvas, SIGNAL("xyCoordinates(QgsPoint &)"), self.printValue)


    def printValue(self,position):

        if self.canvas.layerCount() == 0:
            self.values=[]         
            self.showValues()
            return
        
        needextremum = self.cbxGraph.isChecked() # if plot is checked

        # count the number of requires rows and remember the raster layers
        nrow=0
        rasterlayers=[]
        layersWOStatistics=[]

        for i in range(self.canvas.layerCount()):
            layer = self.canvas.layer(i)
            if (layer!=None and layer.isValid() and layer.type()==QgsMapLayer.RasterLayer):
              if QGis.QGIS_VERSION_INT >= 10900: # for QGIS >= 1.9
                if not layer.dataProvider():
                  continue

                if not layer.dataProvider().capabilities() & QgsRasterDataProvider.IdentifyValue:
                  continue

                nrow+=layer.bandCount()
                rasterlayers.append(layer)

              else: # < 1.9
                if layer.providerKey()=="wms":
                  continue

                if layer.providerKey()=="grassraster":
                  nrow+=1
                  rasterlayers.append(layer)
                else: # normal raster layer
                  nrow+=layer.bandCount()
                  rasterlayers.append(layer)
                
              # check statistics for each band
              if needextremum:
                for i in range( 1,layer.bandCount()+1 ):
                  if int(QGis.QGIS_VERSION[2]) > 8: # for QGIS > 1.8
                    has_stats=layer.dataProvider().hasStatistics(i)
                  else:
                    has_stats=layer.hasStatistics(i)
                  if not layer.id() in self.layerMap and not has_stats\
                          and not layer in layersWOStatistics:
                    layersWOStatistics.append(layer)

        if layersWOStatistics and not self.statsChecked:
          self.calculateStatistics(layersWOStatistics)
                  
        # create the row if necessary
        self.tableWidget.setRowCount(nrow)

        irow=0
        self.values=[]
        self.ymin=1e38
        self.ymax=-1e38

        mapCanvasSrs = self.iface.mapCanvas().mapRenderer().destinationSrs()

        # TODO - calculate the min/max values only once, instead of every time!!!
        # keep them in a dict() with key=layer.id()
                
        for layer in rasterlayers:
            layername=unicode(layer.name())
            layerSrs = layer.srs()
            pos = position         

            # if given no position, get dummy values
            if position is None:
                pos = QgsPoint(0,0)
            # transform points if needed
            elif not mapCanvasSrs == layerSrs and self.iface.mapCanvas().hasCrsTransformEnabled():
              srsTransform = QgsCoordinateTransform(mapCanvasSrs, layerSrs)
              try:
                pos = srsTransform.transform(position)
              except QgsCsException, err:
                # ignore transformation errors
                continue

            if QGis.QGIS_VERSION_INT >= 10900: # for QGIS >= 1.9
              if not layer.dataProvider():
                continue

              ident = None
              if position is not None:
                canvas = self.iface.mapCanvas()

                # we can only use context if layer is not projected
                if canvas.hasCrsTransformEnabled() and layer.dataProvider().crs() != canvas.mapRenderer().destinationCrs():
                  ident = layer.dataProvider().identify(pos, QgsRasterDataProvider.IdentifyFormatValue )
                else:
                  extent = canvas.extent()
                  width = round(extent.width() / canvas.mapUnitsPerPixel());
                  height = round(extent.height() / canvas.mapUnitsPerPixel());

                  extent = canvas.mapRenderer().mapToLayerCoordinates( layer, extent );

                  ident = layer.dataProvider().identify(pos, QgsRasterDataProvider.IdentifyFormatValue, canvas.extent(), width, height )
                if not len( ident ) > 0:
                    continue

              # if given no position, set values to 0
              if position is None:
                  for key in ident.iterkeys():
                      ident[key] = layer.dataProvider().noDataValue(key)

              for iband in range(1,layer.bandCount()+1): # loop over the bands
                layernamewithband=layername
                if len(ident)>1:
                    layernamewithband+=' '+layer.bandName(iband)

                if not ident or not ident.has_key( iband ): # should not happen
                  bandvalue = "?"
                else: 
                  doubleValue =  ident[iband].toDouble()[0]
                  if layer.dataProvider().isNoDataValue ( iband, doubleValue ):  
                    bandvalue = "no data"
                  else:
                    bandvalue = QgsRasterBlock.printValue( doubleValue )

                self.values.append((layernamewithband,bandvalue))

                if needextremum:
                    has_stats=layer.hasStatistics(i)
                    if has_stats:
                        cstr=layer.bandStatistics(iband)
                    if has_stats:
                        self.ymin=min(self.ymin,cstr.minimumValue)
                        self.ymax=max(self.ymax,cstr.maximumValue)
                    else:
                        self.ymin=min(self.ymin,layer.minimumValue(i))
                        self.ymax=max(self.ymax,layer.maximumValue(i))

            else: # QGIS < 1.9
              isok,ident = layer.identify(pos)
              if not isok:
                  continue

              # if given no position, set values to 0
              if position is None:
                  for key in ident.iterkeys():
                      ident[key] = 0

              if layer.providerKey()=="grassraster":
                if not ident.has_key(QString("value")):
                  continue
                cstr = ident[QString("value")]
                if cstr.isNull():
                  continue
                value = cstr.toDouble()
                if not value[1]:
                  # if this is not a double, it is probably a (GRASS string like
                  # 'out of extent' or 'null (no data)'. Let's just show that:
                  self.values.append((layername, cstr))
                  continue
                self.values.append((layername,cstr))
                if needextremum:
                  self.ymin = min(self.ymin,value[0])
                  self.ymax = max(self.ymax,value[0])

              else:
                for iband in range(1,layer.bandCount()+1): # loop over the bands
                  bandvalue=ident[layer.bandName(iband)]
                  layernamewithband=layername
                  if len(ident)>1:
                      layernamewithband+=' '+layer.bandName(iband)

                  self.values.append((layernamewithband,bandvalue))

                  if needextremum:
                      if int(QGis.QGIS_VERSION[2]) > 8: # for QGIS > 1.8
                          has_stats=layer.dataProvider().hasStatistics(i)
                          if has_stats:
                              cstr=layer.dataProvider().bandStatistics(iband)
                      else:
                          has_stats=layer.hasStatistics(i)
                          if has_stats:
                              cstr=layer.bandStatistics(iband)
                      if has_stats:
                          self.ymin=min(self.ymin,cstr.minimumValue)
                          self.ymax=max(self.ymax,cstr.maximumValue)
                      else:
                          self.ymin=min(self.ymin,layer.minimumValue(i))
                          self.ymax=max(self.ymax,layer.maximumValue(i))

        self.showValues()
예제 #4
0
class MutantWidget(QWidget, Ui_Widget):
    def __init__(self, iface):
        self.hasqwt = has_qwt
        self.hasmpl = has_mpl
        self.haspqg = has_pyqtgraph
        self.layerMap = dict()
        self.statsChecked = False
        self.ymin = 0
        self.ymax = 365
        self.isActive = False
        self.mt_enabled = False

        # Statistics (>=1.9)
        self.statsSampleSize = 2500000
        self.stats = {}  # stats per layer

        self.layersSelected = []
        self.layerBands = dict()

        self.iface = iface
        self.canvas = self.iface.mapCanvas()

        self.legend = self.iface.legendInterface()
        self.logger = logging.getLogger('.'.join(
            (__name__, self.__class__.__name__)))

        QWidget.__init__(self)
        self.setupUi(self)
        self.tabWidget.setEnabled(False)
        self.plotOnMove.setChecked(QSettings().value(
            'plugins/mutant/mouseClick', False, type=bool))

        self.leYMin.setText(str(self.ymin))
        self.leYMax.setText(str(self.ymax))

        self.tracker = TimeTracker(self, self.canvas)
        self.filter = ApplyFilter(self, self.canvas)
        if has_mpl:
            self.mpl_cust = MplSettings(self, self.canvas)

        # self.setupUi_plot()
        # don't setup plot until Graph(1) tab is clicked - workaround for bug
        # #7450
        # qgis will still crash in some cases, but at least the tool can be
        # used in Table mode

        self.qwtPlot = None
        self.mplPlot = None
        self.mplLine = None

        QObject.connect(self.plotLibSelector,
                        SIGNAL("currentIndexChanged ( int )"),
                        self.change_plot)
        QObject.connect(self.tabWidget, SIGNAL("currentChanged ( int )"),
                        self.tabWidgetChanged)
        QObject.connect(self.layerSelection,
                        SIGNAL("currentIndexChanged ( int )"),
                        self.update_layers)
        QObject.connect(self.bandSelection,
                        SIGNAL("currentIndexChanged ( int )"),
                        self.update_layers)
        QObject.connect(self.selectionTable,
                        SIGNAL("cellChanged ( int , int )"),
                        self.layerSelected)
        QObject.connect(self.enableMTAnalysesCheckBox,
                        SIGNAL("toggled ( bool )"),
                        self.on_mt_analysis_toggled)
        QObject.connect(self.selectionStringLineEdit,
                        SIGNAL("textChanged ( QString )"), self.update_layers)
        QObject.connect(self.yAutoCheckBox, SIGNAL("toggled ( bool )"),
                        self.y_auto_toggle)

        QObject.connect(self.toggleMutant, SIGNAL("toggled ( bool )"),
                        self.catch_errors)

        self.exportPushButton.clicked.connect(self.export_values)
        # TODO Get Export from graph values
        # self.exportPushButton_2.clicked.connect(self.xxxx)

        self.registry = QgsMapLayerRegistry.instance()
        QObject.connect(self.registry,
                        SIGNAL("layersAdded(QList< QgsMapLayer * >)"),
                        self.catch_errors)
        QObject.connect(self.registry, SIGNAL("layersRemoved(QStringList)"),
                        self.catch_errors)
        self.setupUi_plot()

    def catch_errors(self):
        if self.toggleMutant.isChecked():
            layers = self.activeRasterLayers()
            if len(layers) == 0:
                if self.canvas.layerCount() > 0:
                    text = self.tr("Mutant: No valid layers to display - "
                                   "add Rasterlayers")
                    self.pop_messagebar(text)
                    self.changeActive(False)
                else:
                    text = self.tr("Mutant: No valid layers to display")
                    self.pop_messagebar(text)
                    self.changeActive(False)
                self.values = []
                return
            else:
                return
        else:
            return

    def y_auto_toggle(self, state):
        # User has toggled automatic (default) y min/max values
        if state == 1:
            self.leYMin.setEnabled(False)
            self.leYMax.setEnabled(False)
            self.leYMin.setText(str(self.ymin))
            self.leYMax.setText(str(self.ymax))
        else:
            self.leYMin.setEnabled(True)
            self.leYMax.setEnabled(True)

    def pop_messagebar(self, text, d_time=5):
        if d_time == 0:
            self.iface.messageBar().pushWidget(
                self.iface.messageBar().createMessage(text),
                QgsMessageBar.WARNING)
        else:
            self.iface.messageBar().pushWidget(
                self.iface.messageBar().createMessage(text),
                QgsMessageBar.WARNING, d_time)

    def setupUi_plot(self):
        # plot
        self.plotLibSelector.setVisible(False)
        self.enableStatistics.setVisible(False)
        # stats by default because estimated are fast
        self.enableStatistics.setChecked(True)

        plot_count = 0
        self.mplLine = None  # make sure to invalidate when layers change

        if self.hasqwt:  # Page 2 - qwt
            self.plotLibSelector.addItem('Qwt')
            plot_count += 1
            # Setup Qwt Plot Area in Widget
            self.qwtPlot = QwtPlot(self.stackedWidget)
            self.qwtPlot.setAutoFillBackground(False)
            self.qwtPlot.setObjectName("qwtPlot")
            self.curve = QwtPlotCurve()
            self.curve.setSymbol(
                QwtSymbol(QwtSymbol.Ellipse, QBrush(Qt.white), QPen(Qt.red, 2),
                          QSize(9, 9)))
            self.curve.attach(self.qwtPlot)

            # Size Policy ???
            sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding,
                                           QtGui.QSizePolicy.Expanding)
            sizePolicy.setHorizontalStretch(0)
            sizePolicy.setVerticalStretch(0)
            sizePolicy.setHeightForWidth(
                self.qwtPlot.sizePolicy().hasHeightForWidth())
            self.qwtPlot.setSizePolicy(sizePolicy)
            # Size Policy ???

            self.qwtPlot.updateGeometry()
            self.stackedWidget.addWidget(self.qwtPlot)
            self.qwt_widgetnumber = self.stackedWidget.indexOf(self.qwtPlot)

        if self.hasmpl:  # Page 3 -  setup matplotlib
            self.plotLibSelector.addItem('matplotlib')
            # If matplotlib is the only one
            self.toggleInterpolation.setEnabled(True)
            self.toggleInterpolation.setVisible(True)
            plot_count += 1
            self.mplBackground = None
            # http://www.scipy.org/Cookbook/Matplotlib/Animations
            self.mplFig = plt.Figure(facecolor='w',
                                     edgecolor='g',
                                     linewidth=0.0)

            self.mpl_subplot = self.mplFig.add_subplot(111)
            self.pltCanvas = FigureCanvasQTAgg(self.mplFig)
            self.pltCanvas.setParent(self.stackedWidget)
            self.pltCanvas.setAutoFillBackground(False)
            self.pltCanvas.setObjectName("mplPlot")
            self.mplPlot = self.pltCanvas
            self.mplPlot.updateGeometry()
            self.stackedWidget.addWidget(self.mplPlot)
            self.mpl_widgetnumber = self.stackedWidget.indexOf(self.mplPlot)

        if self.haspqg:  # Page 3 - setup PyQtGraph
            self.plotLibSelector.addItem('PyQtGraph')
            plot_count += 1
            # Setup PyQtGraph stuff
            pg.setConfigOption('background', 'w')
            pg.setConfigOption('foreground', 'k')
            self.pqg_axis = DateTimeAxis(orientation='bottom')
            self.pqg_plot_widget = pg.PlotWidget(
                parent=self.stackedWidget, axisItems={'bottom': self.pqg_axis})
            self.pqg_plot_item = self.pqg_plot_widget.getPlotItem()
            self.pqg_plot_widget.updateGeometry()
            self.stackedWidget.addWidget(self.pqg_plot_widget)
            self.pqg_widgetnumber = self.stackedWidget.indexOf(
                self.pqg_plot_widget)
            # on zoom change do:
            self.pqg_plot_item.sigXRangeChanged.connect(self.refresh_ticks)

        if plot_count > 1:
            self.plotLibSelector.setEnabled(True)
            self.plotLibSelector.setVisible(True)
            self.plotLibSelector.setCurrentIndex(0)
            if self.hasqwt:
                self.plotLibSelector.setCurrentIndex(self.qwt_widgetnumber)
            elif self.hasmpl:
                self.plotLibSelector.setCurrentIndex(self.mpl_widgetnumber)
            else:
                self.plotLibSelector.setCurrentIndex(self.pqg_widgetnumber)
            self.change_plot()
        elif plot_count == 1:
            self.plotLibSelector.setCurrentIndex(0)
            self.change_plot()
        else:  # can only be 0 if nothing else matched
            message_text = "Mutant cannot find any graphiclibrary for " \
                           "creating plots. Please install either Qwt >= 5.0 " \
                           ",matplotlib >= 1.0 or PyQtGraph >= 0.9.8!"
            self.plot_message = QtGui.QLabel(message_text)
            self.plot_message.setWordWrap(True)
            self.stackedWidget.addWidget(self.plot_message)
            self.pop_messagebar(message_text)

    def change_plot(self):
        if self.stackedWidget.count() > 1:
            if self.plotLibSelector.currentText() == 'Qwt':
                self.stackedWidget.setCurrentIndex(self.qwt_widgetnumber)
                self.toggleInterpolation.setDisabled(True)
                self.toggleInterpolation.setVisible(False)
            elif self.plotLibSelector.currentText() == 'matplotlib':
                self.stackedWidget.setCurrentIndex(self.mpl_widgetnumber)
                self.toggleInterpolation.setEnabled(True)
                self.toggleInterpolation.setVisible(True)
                self.mpl_subplot.clear()
            elif self.plotLibSelector.currentText() == 'PyQtGraph':
                self.stackedWidget.setCurrentIndex(self.pqg_widgetnumber)
                self.toggleInterpolation.setDisabled(True)
                self.toggleInterpolation.setVisible(False)
                self.pqg_plot_widget.clear()
        elif self.stackedWidget.count() == 1:
            self.stackedWidget.setCurrentIndex(0)
        else:
            self.stackedWidget.setCurrentIndex(-1)

    def keyPressEvent(self, e):
        if (e.modifiers() == Qt.ControlModifier
                or e.modifiers() == Qt.MetaModifier) and e.key() == Qt.Key_C:
            items = ''
            for rec in range(self.valueTable.rowCount()):
                items += '"' + self.valueTable.item(
                    rec, 0).text() + '",' + self.valueTable.item(
                        rec, 1).text() + "\n"
            if not items == '':
                clipboard = QApplication.clipboard()
                clipboard.setText(items)
        else:
            QWidget.keyPressEvent(self, e)

    def changeActive(self, active, gui=True):
        self.isActive = active

        if active:
            self.toggleMutant.setCheckState(Qt.Checked)
            QObject.connect(self.canvas, SIGNAL("layersChanged ()"),
                            self.invalidatePlot)
            #QObject.connect(self.canvas,
            #                SIGNAL("layersChanged ()"),
            #                self.catch_errors)
            if not self.plotOnMove.isChecked():
                QObject.connect(self.canvas,
                                SIGNAL("xyCoordinates(const QgsPoint &)"),
                                self.printValue)
        else:
            self.toggleMutant.setCheckState(Qt.Unchecked)
            QObject.disconnect(self.canvas, SIGNAL("layersChanged ()"),
                               self.invalidatePlot)
            QObject.disconnect(self.canvas,
                               SIGNAL("xyCoordinates(const QgsPoint &)"),
                               self.printValue)

        if gui:
            self.tabWidget.setEnabled(active)
            if active:
                self.labelStatus.setText(self.tr("Mutant is enabled!"))
                # FIXME: Only on Options Tab?
                if self.tabWidget.currentIndex() == 2:
                    self.update_layers()
            else:
                self.labelStatus.setText(self.tr(""))
                #use this to clear plot when deactivated
                #self.values=[]
                #self.showValues()

    def activeRasterLayers(self, index=None):
        layers = []
        allLayers = []

        if not index:
            index = self.layerSelection.currentIndex()
        if index == 0:
            allLayers = self.canvas.layers()
        elif index == 1 or index == 3:
            allLayers = self.legend.layers()
        elif index == 2:
            for layer in self.legend.layers():
                if layer.id() in self.layersSelected:
                    allLayers.append(layer)

        for layer in allLayers:

            if index == 3:
                # Check if the layer name matches our filter and skip it if it
                # doesn't
                if not self.name_matches_filter(layer.name()):
                    continue

            if layer is not None and layer.isValid() and \
                    layer.type() == QgsMapLayer.RasterLayer and \
                    layer.dataProvider() and \
                    (layer.dataProvider().capabilities() & QgsRasterDataProvider.IdentifyValue):
                layers.append(layer)

        return layers

    def activeBandsForRaster(self, layer):
        activeBands = []

        if self.bandSelection.currentIndex() == 1 and layer.renderer():
            activeBands = layer.renderer().usesBands()
        elif self.bandSelection.currentIndex() == 2:
            if layer.bandCount() == 1:
                activeBands = [1]
            else:
                activeBands = self.layerBands[layer.id()] if (
                    layer.id() in self.layerBands) else []
        else:
            activeBands = range(1, layer.bandCount() + 1)

        return activeBands

    def printValue(self, position):

        if debug > 0:
            print(position)

        if not position:
            return
        if self.tabWidget.currentIndex() == 2:
            return

        if debug > 0:
            print("%d active rasters, %d canvas layers" %
                  (len(self.activeRasterLayers()), self.canvas.layerCount()))

        layers = self.activeRasterLayers()

        self.labelStatus.setText(
            self.tr('Coordinate:') + ' (%f, %f)' %
            (position.x(), position.y()))

        need_extremum = (self.tabWidget.currentIndex() == 1
                         )  # if plot is shown
        # count the number of required rows and remember the raster layers
        nrow = 0
        rasterlayers = []
        layersWOStatistics = []

        for layer in layers:
            nrow += layer.bandCount()
            rasterlayers.append(layer)

            # check statistics for each band
            if need_extremum:
                for i in range(1, layer.bandCount() + 1):
                    has_stats = self.get_statistics(layer, i) is not None
                    if not layer.id() in self.layerMap and not has_stats \
                            and not layer in layersWOStatistics:
                        layersWOStatistics.append(layer)

        if layersWOStatistics and not self.statsChecked:
            self.calculateStatistics(layersWOStatistics)

        irow = 0
        self.values = []
        self.ymin = 1e38
        self.ymax = -1e38

        mapCanvasSrs = self.iface.mapCanvas().mapRenderer().destinationCrs()

        # TODO - calculate the min/max values only once,
        # instead of every time!!!
        # And keep them in a dict() with key=layer.id()

        counter = 0
        for layer in rasterlayers:
            layer_name = unicode(layer.name())
            layer_srs = layer.crs()

            pos = position

            # if given no position, get dummy values
            if position is None:
                pos = QgsPoint(0, 0)
            # transform points if needed
            elif not mapCanvasSrs == layer_srs and \
                    self.iface.mapCanvas().hasCrsTransformEnabled():
                srsTransform = QgsCoordinateTransform(mapCanvasSrs, layer_srs)
                try:
                    pos = srsTransform.transform(position)
                except QgsCsException, err:
                    # ignore transformation errors
                    continue

            if True:
                if not layer.dataProvider():
                    continue
                ident = None

                if position is not None:
                    canvas = self.iface.mapCanvas()

                    # first test if point is within map layer extent
                    # maintain same behaviour as in 1.8 and print out of extent
                    if not layer.dataProvider().extent().contains(pos):
                        ident = dict()
                        for iband in range(1, layer.bandCount() + 1):
                            ident[iband] = str(self.tr('out of extent'))
                    # we can only use context if layer is not projected
                    elif canvas.hasCrsTransformEnabled() and \
                                    layer.dataProvider().crs() != \
                                    canvas.mapRenderer().destinationCrs():
                        ident = layer.dataProvider().identify(
                            pos, QgsRaster.IdentifyFormatValue).results()
                    else:
                        extent = canvas.extent()
                        width = round(extent.width() /
                                      canvas.mapUnitsPerPixel())
                        height = round(extent.height() /
                                       canvas.mapUnitsPerPixel())
                        extent = canvas.mapRenderer().mapToLayerCoordinates(
                            layer, extent)
                        ident = layer.dataProvider().identify(
                            pos, QgsRaster.IdentifyFormatValue,
                            canvas.extent(), width, height).results()
                    if not len(ident) > 0:
                        continue

                # if given no position, set values to 0
                if position is None and ident is not None and ident.iterkeys(
                ) is not None:
                    for key in ident.iterkeys():
                        ident[key] = layer.dataProvider().noDataValue(key)

                # bands displayed depends on cbxBands (all / active / selected)
                activeBands = self.activeBandsForRaster(layer)

                for iband in activeBands:  # loop over the active bands
                    layer_name_with_band = layer_name
                    if ident is not None and len(ident) > 1:
                        layer_name_with_band += ' ' + layer.bandName(iband)

                    if not ident or not ident.has_key(iband):
                        bandvalue = "?"
                    else:
                        bandvalue = ident[iband]
                        if bandvalue is None:
                            bandvalue = "no data"

                    # different x-Axis depending on if we want to use time or
                    # not
                    if self.mt_enabled:
                        layer_time = self.tracker.get_time_for_layer(layer)

                        if layer_time is None:
                            continue
                        else:
                            # pyqtgraph enabled convert date to epoch
                            graphlib = self.plotLibSelector.currentText()

                            if graphlib == 'PyQtGraph':
                                layer_time = time.mktime(
                                    layer_time.timetuple())
                                # overwrite
                            tup = (layer_name_with_band, layer_time,
                                   str(bandvalue))
                    else:
                        tup = (layer_name_with_band, counter + 1,
                               str(bandvalue))

                    self.values.append(tup)

                    if need_extremum:
                        # estimated statistics
                        stats = self.get_statistics(layer, iband)
                        if stats:
                            self.ymin = min(self.ymin, stats.minimumValue)
                            self.ymax = max(self.ymax, stats.maximumValue)
                    counter += 1

        # Update the ymin, ymax line edits if required
        if self.yAutoCheckBox.isChecked():
            self.leYMin.setText(str(self.ymin))
            self.leYMax.setText(str(self.ymax))

        self.values.sort(key=operator.itemgetter(1))

        if len(self.values) == 0:
            self.labelStatus.setText(self.tr("No valid bands to display"))

        self.showValues(position)
예제 #5
0
class ValueWidget(QWidget, Ui_Widget):

    def __init__(self, iface):

        self.hasqwt=hasqwt
        self.hasmpl=hasmpl
        self.layerMap=dict()
        self.statsChecked=False
        self.ymin=0
        self.ymax=250
        self.isActive=False

        # Statistics (>=1.9)
        self.statsSampleSize = 2500000
        self.stats = {} # stats per layer

        self.layersSelected=[]
        self.layerBands=dict()

        self.iface=iface
        self.canvas=self.iface.mapCanvas
        self.legend=self.iface.legendInterface()
        self.logger = logging.getLogger('.'.join((__name__, 
                                        self.__class__.__name__)))

        QWidget.__init__(self)
        self.setupUi(self)
        self.tabWidget.setEnabled(False)
        self.cbxClick.setChecked( QSettings().value('plugins/valuetool/mouseClick', False, type=bool ) )

        #self.setupUi_plot()
        #don't setup plot until Plot tab is clicked - workaround for bug #7450
        #qgis will still crash in some cases, but at least the tool can be used in Table mode
        self.qwtPlot = None
        self.mplPlot = None
        self.mplLine = None

        QObject.connect(self.plotSelector, SIGNAL( "currentIndexChanged ( int )" ), self.changePlot )
        QObject.connect(self.tabWidget, SIGNAL( "currentChanged ( int )" ), self.tabWidgetChanged )
        QObject.connect(self.cbxLayers, SIGNAL( "currentIndexChanged ( int )" ), self.updateLayers )
        QObject.connect(self.cbxBands, SIGNAL( "currentIndexChanged ( int )" ), self.updateLayers )
        QObject.connect(self.tableWidget2, SIGNAL("cellChanged ( int , int )"), self.layerSelected)

    def setupUi_plot(self):

        # plot
        self.plotSelector.setVisible( False )
        self.cbxStats.setVisible( False )
        # stats by default because estimated are fast
        self.cbxStats.setChecked( True )
        self.plotSelector.addItem( 'Qwt' )
        self.plotSelector.addItem( 'mpl' )

        # Page 2 - qwt
        if self.hasqwt:
            self.qwtPlot = QwtPlot(self.stackedWidget)
            self.qwtPlot.setAutoFillBackground(False)
            self.qwtPlot.setObjectName("qwtPlot")
            self.curve = QwtPlotCurve()
            self.curve.setSymbol(
                QwtSymbol(QwtSymbol.Ellipse,
                          QBrush(Qt.white),
                          QPen(Qt.red, 2),
                          QSize(9, 9)))
            self.curve.attach(self.qwtPlot)
        else:
            self.qwtPlot = QtGui.QLabel("Need Qwt >= 5.0 or matplotlib >= 1.0 !")

        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding,QtGui.QSizePolicy.Expanding)
        sizePolicy.setHorizontalStretch(0)
        sizePolicy.setVerticalStretch(0)
        sizePolicy.setHeightForWidth(self.qwtPlot.sizePolicy().hasHeightForWidth())
        self.qwtPlot.setSizePolicy(sizePolicy)
        self.qwtPlot.updateGeometry()
        self.stackedWidget.addWidget(self.qwtPlot)

        #Page 3 - matplotlib
        self.mplLine = None #make sure to invalidate when layers change
        if self.hasmpl:
            # mpl stuff
            # should make figure light gray
            self.mplBackground = None #http://www.scipy.org/Cookbook/Matplotlib/Animations
            self.mplFig = plt.Figure(facecolor='w', edgecolor='w')
            self.mplFig.subplots_adjust(left=0.1, right=0.975, bottom=0.13, top=0.95)
            self.mplPlt = self.mplFig.add_subplot(111)   
            self.mplPlt.tick_params(axis='both', which='major', labelsize=12)
            self.mplPlt.tick_params(axis='both', which='minor', labelsize=10)                           
            # qt stuff
            self.pltCanvas = FigureCanvasQTAgg(self.mplFig)
            self.pltCanvas.setParent(self.stackedWidget)
            self.pltCanvas.setAutoFillBackground(False)
            self.pltCanvas.setObjectName("mplPlot")
            self.mplPlot = self.pltCanvas
        else:
            self.mplPlot = QtGui.QLabel("Need Qwt >= 5.0 or matplotlib >= 1.0 !")

        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding,QtGui.QSizePolicy.Expanding)
        sizePolicy.setHorizontalStretch(0)
        sizePolicy.setVerticalStretch(0)
        sizePolicy.setHeightForWidth(self.mplPlot.sizePolicy().hasHeightForWidth())
        self.mplPlot.setSizePolicy(sizePolicy)
        self.mplPlot.updateGeometry()
        self.stackedWidget.addWidget(self.mplPlot)

        if (self.hasqwt and self.hasmpl):
            self.plotSelector.setEnabled(True)
            self.plotSelector.setVisible(True)
            self.plotSelector.setCurrentIndex(0);
        else:
            if self.hasqwt:
                self.plotSelector.setCurrentIndex(0);
            else:
                self.plotSelector.setCurrentIndex(1);
        self.changePlot()

    def keyPressEvent( self, e ):
      if ( e.modifiers() == Qt.ControlModifier or e.modifiers() == Qt.MetaModifier ) and e.key() == Qt.Key_C:
        items = ''
        for rec in range( self.tableWidget.rowCount() ):
          items += '"' + self.tableWidget.item( rec, 0 ).text() + '",' + self.tableWidget.item( rec, 1 ).text() + "\n"
        if not items == '':
          clipboard = QApplication.clipboard()
          clipboard.setText( items )
      else:
        QWidget.keyPressEvent( self, e )

    def changePlot(self):
        if (self.plotSelector.currentText()=='mpl'):
            self.stackedWidget.setCurrentIndex(1)
        else:
            self.stackedWidget.setCurrentIndex(0)

    def changeActive(self,active,gui=True):
        self.isActive=active
        
        if (active):
            self.cbxEnable.setCheckState(Qt.Checked)
            QObject.connect(self.canvas, SIGNAL( "layersChanged ()" ), self.invalidatePlot )
            if not self.cbxClick.isChecked():
                QObject.connect(self.canvas, SIGNAL("xyCoordinates(const QgsPoint &)"), self.printValue)
        else:
            self.cbxEnable.setCheckState(Qt.Unchecked)
            QObject.disconnect(self.canvas, SIGNAL( "layersChanged ()" ), self.invalidatePlot )
            QObject.disconnect(self.canvas, SIGNAL("xyCoordinates(const QgsPoint &)"), self.printValue)

        if gui:
            self.tabWidget.setEnabled(active)
            if active:
                self.labelStatus.setText(self.tr("Value tool is enabled"))
                if self.tabWidget.currentIndex()==2:
                    self.updateLayers()
            else:
                self.labelStatus.setText(self.tr(""))
                #use this to clear plot when deactivated
                #self.values=[]
                #self.showValues()

    def activeRasterLayers(self, index=None):
        layers=[]
        allLayers=[]

        if not index: 
            index=self.cbxLayers.currentIndex()
        if index == 0:
            allLayers=self.canvas.layers()
        elif index == 1:
            allLayers=self.legend.getLayers()
        elif index == 2:
            for layer in self.legend.getLayers():
                if layer.id() in self.layersSelected:
                    allLayers.append(layer)
        
        for layer in allLayers:
            if layer!=None and layer.isValid() and \
                    layer.type()==QgsMapLayer.RasterLayer and \
                    layer.dataProvider() and \
                    (layer.dataProvider().capabilities() & QgsRasterDataProvider.IdentifyValue):
                  layers.append(layer)

        return layers

    def activeBandsForRaster(self,layer):
        activeBands=[]

        if self.cbxBands.currentIndex() == 1 and layer.renderer():
            activeBands = layer.renderer().usesBands()                 
        elif self.cbxBands.currentIndex() == 2:
            if layer.bandCount()==1:
                activeBands=[1]
            else:
                activeBands = self.layerBands[layer.id()] if (layer.id() in self.layerBands) else []
        else:
            activeBands = range(1,layer.bandCount()+1)
        
        return activeBands

    def printValue(self,position):

        if debug > 0:
            print(position)

        if not position:
            return
        if self.tabWidget.currentIndex()==2:
            return

        if debug > 0:
            print("%d active rasters, %d canvas layers" %(len(self.activeRasterLayers()),self.canvas.layerCount()))
        layers = self.activeRasterLayers()
        if len(layers) == 0:
            if self.canvas.layerCount() > 0:
                self.labelStatus.setText(self.tr("No valid layers to display - change layers in options"))
            else:
                self.labelStatus.setText(self.tr("No valid layers to display"))
            self.values=[]         
            self.showValues()
            return
        
        self.labelStatus.setText(self.tr('Coordinate:') + ' (%f, %f)' % (position.x(), position.y()))

        needextremum = (self.tabWidget.currentIndex()==1) # if plot is shown

        # count the number of requires rows and remember the raster layers
        nrow=0
        rasterlayers=[]
        layersWOStatistics=[]

        for layer in layers:

            nrow+=layer.bandCount()
            rasterlayers.append(layer)

            # check statistics for each band
            if needextremum:
                for i in range( 1,layer.bandCount()+1 ):
                    has_stats = self.getStats ( layer, i ) is not None
                    if not layer.id() in self.layerMap and not has_stats\
                            and not layer in layersWOStatistics:
                        layersWOStatistics.append(layer)

        if layersWOStatistics and not self.statsChecked:
          self.calculateStatistics(layersWOStatistics)
                  
        irow=0
        self.values=[]
        self.ymin=1e38
        self.ymax=-1e38

        mapCanvasSrs = self.iface.mapCanvas.mapRenderer().destinationCrs()

        # TODO - calculate the min/max values only once, instead of every time!!!
        # keep them in a dict() with key=layer.id()
        
        
        #pull out wavelength if it exists in metadata
        #piece to pull out wavelength information if present in metadata
        rasterMeta=rasterlayers[0].metadata()
        self.wavelengths={}
        self.wavelength_units=''
        if('wavelength' in rasterMeta):
            mdSplit=rasterMeta.split('</p>')
            for d in mdSplit:
                if ('Band_' in d and 'glossy' not in d and '=' in d):
                    variableName,valueWavelength=d.split('=')
                    bandNumber=int(variableName.split('_')[1])
                    self.wavelengths[bandNumber]=float(valueWavelength.split(' ')[-2].replace('(',''))
                elif('wavelength_units' in d):
                    variableName,v=d.split('=')
                    self.wavelength_units=v    
         ####         
        for layer in rasterlayers:
            
            layername=unicode(layer.name())
            layerSrs = layer.crs()

            pos = position         

            # if given no position, get dummy values
            if position is None:
                pos = QgsPoint(0,0)
            # transform points if needed
            elif not mapCanvasSrs == layerSrs and self.iface.mapCanvas.hasCrsTransformEnabled():
              srsTransform = QgsCoordinateTransform(mapCanvasSrs, layerSrs)
              try:
                pos = srsTransform.transform(position)
              except QgsCsException, err:
                # ignore transformation errors
                continue

            if True: # for QGIS >= 1.9
              if not layer.dataProvider():
                continue

              ident = None
              if position is not None:
                canvas = self.iface.mapCanvas
                # first test if point is within map layer extent 
                # maintain same behaviour as in 1.8 and print out of extent
                if not layer.dataProvider().extent().contains( pos ):
                  ident = dict()
                  for iband in range(1,layer.bandCount()+1):
                    ident[iband] = QVariant(self.tr('out of extent'))
                # we can only use context if layer is not projected
                elif canvas.hasCrsTransformEnabled() and layer.dataProvider().crs() != canvas.mapRenderer().destinationCrs():
                  ident = layer.dataProvider().identify(pos, QgsRaster.IdentifyFormatValue ).results()
                else:
                  extent = canvas.extent()
                  width = round(extent.width() / canvas.mapUnitsPerPixel());
                  height = round(extent.height() / canvas.mapUnitsPerPixel());

                  extent = canvas.mapRenderer().mapToLayerCoordinates( layer, extent );

                  ident = layer.dataProvider().identify(pos, QgsRaster.IdentifyFormatValue, canvas.extent(), width, height ).results()
                if not len( ident ) > 0:
                    continue

              # if given no position, set values to 0
              if position is None and ident is not None and ident.iterkeys() is not None:
                  for key in ident.iterkeys():
                      ident[key] = layer.dataProvider().noDataValue(key)

              # bands displayed depends on cbxBands (all / active / selected)
              activeBands = self.activeBandsForRaster(layer) 
                  
              for iband in activeBands: # loop over the active bands
                layernamewithband=layername
                if ident is not None and len(ident)>1:
                    layernamewithband+=' '+layer.bandName(iband)

                if not ident or not ident.has_key( iband ): # should not happen
                  bandvalue = "?"
                else:
                  bandvalue = ident[iband].toString()
                  if bandvalue is None:
                      bandvalue = "no data"
             
                self.values.append((layernamewithband,str(bandvalue)))

                if needextremum:
                  # estimated statistics
                  stats = self.getStats ( layer, iband )
                  if stats:
                    self.ymin=min(self.ymin,stats.minimumValue)
                    self.ymax=max(self.ymax,stats.maximumValue)

        if len(self.values) == 0:
            self.labelStatus.setText(self.tr("No valid bands to display"))

        self.showValues()
예제 #6
0
class ValueWidget(QWidget, Ui_Widget):
    def __init__(self, iface):

        self.hasqwt = hasqwt
        self.hasmpl = hasmpl
        self.layerMap = dict()
        self.statsChecked = False
        self.ymin = 0
        self.ymax = 250
        self.isActive = False

        # Statistics (>=1.9)
        self.statsSampleSize = 2500000
        self.stats = {}  # stats per layer

        self.layersSelected = []
        self.layerBands = dict()

        self.iface = iface
        self.canvas = self.iface.mapCanvas
        self.legend = self.iface.legendInterface()
        self.logger = logging.getLogger('.'.join(
            (__name__, self.__class__.__name__)))

        QWidget.__init__(self)
        self.setupUi(self)
        self.tabWidget.setEnabled(False)
        self.cbxClick.setChecked(QSettings().value(
            'plugins/valuetool/mouseClick', False, type=bool))

        #self.setupUi_plot()
        #don't setup plot until Plot tab is clicked - workaround for bug #7450
        #qgis will still crash in some cases, but at least the tool can be used in Table mode
        self.qwtPlot = None
        self.mplPlot = None
        self.mplLine = None

        QObject.connect(self.plotSelector,
                        SIGNAL("currentIndexChanged ( int )"), self.changePlot)
        QObject.connect(self.tabWidget, SIGNAL("currentChanged ( int )"),
                        self.tabWidgetChanged)
        QObject.connect(self.cbxLayers, SIGNAL("currentIndexChanged ( int )"),
                        self.updateLayers)
        QObject.connect(self.cbxBands, SIGNAL("currentIndexChanged ( int )"),
                        self.updateLayers)
        QObject.connect(self.tableWidget2, SIGNAL("cellChanged ( int , int )"),
                        self.layerSelected)

    def setupUi_plot(self):

        # plot
        self.plotSelector.setVisible(False)
        self.cbxStats.setVisible(False)
        # stats by default because estimated are fast
        self.cbxStats.setChecked(True)
        self.plotSelector.addItem('Qwt')
        self.plotSelector.addItem('mpl')

        # Page 2 - qwt
        if self.hasqwt:
            self.qwtPlot = QwtPlot(self.stackedWidget)
            self.qwtPlot.setAutoFillBackground(False)
            self.qwtPlot.setObjectName("qwtPlot")
            self.curve = QwtPlotCurve()
            self.curve.setSymbol(
                QwtSymbol(QwtSymbol.Ellipse, QBrush(Qt.white), QPen(Qt.red, 2),
                          QSize(9, 9)))
            self.curve.attach(self.qwtPlot)
        else:
            self.qwtPlot = QtGui.QLabel(
                "Need Qwt >= 5.0 or matplotlib >= 1.0 !")

        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding,
                                       QtGui.QSizePolicy.Expanding)
        sizePolicy.setHorizontalStretch(0)
        sizePolicy.setVerticalStretch(0)
        sizePolicy.setHeightForWidth(
            self.qwtPlot.sizePolicy().hasHeightForWidth())
        self.qwtPlot.setSizePolicy(sizePolicy)
        self.qwtPlot.updateGeometry()
        self.stackedWidget.addWidget(self.qwtPlot)

        #Page 3 - matplotlib
        self.mplLine = None  #make sure to invalidate when layers change
        if self.hasmpl:
            # mpl stuff
            # should make figure light gray
            self.mplBackground = None  #http://www.scipy.org/Cookbook/Matplotlib/Animations
            self.mplFig = plt.Figure(facecolor='w', edgecolor='w')
            self.mplFig.subplots_adjust(left=0.1,
                                        right=0.975,
                                        bottom=0.13,
                                        top=0.95)
            self.mplPlt = self.mplFig.add_subplot(111)
            self.mplPlt.tick_params(axis='both', which='major', labelsize=12)
            self.mplPlt.tick_params(axis='both', which='minor', labelsize=10)
            # qt stuff
            self.pltCanvas = FigureCanvasQTAgg(self.mplFig)
            self.pltCanvas.setParent(self.stackedWidget)
            self.pltCanvas.setAutoFillBackground(False)
            self.pltCanvas.setObjectName("mplPlot")
            self.mplPlot = self.pltCanvas
        else:
            self.mplPlot = QtGui.QLabel(
                "Need Qwt >= 5.0 or matplotlib >= 1.0 !")

        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding,
                                       QtGui.QSizePolicy.Expanding)
        sizePolicy.setHorizontalStretch(0)
        sizePolicy.setVerticalStretch(0)
        sizePolicy.setHeightForWidth(
            self.mplPlot.sizePolicy().hasHeightForWidth())
        self.mplPlot.setSizePolicy(sizePolicy)
        self.mplPlot.updateGeometry()
        self.stackedWidget.addWidget(self.mplPlot)

        if (self.hasqwt and self.hasmpl):
            self.plotSelector.setEnabled(True)
            self.plotSelector.setVisible(True)
            self.plotSelector.setCurrentIndex(0)
        else:
            if self.hasqwt:
                self.plotSelector.setCurrentIndex(0)
            else:
                self.plotSelector.setCurrentIndex(1)
        self.changePlot()

    def keyPressEvent(self, e):
        if (e.modifiers() == Qt.ControlModifier
                or e.modifiers() == Qt.MetaModifier) and e.key() == Qt.Key_C:
            items = ''
            for rec in range(self.tableWidget.rowCount()):
                items += '"' + self.tableWidget.item(
                    rec, 0).text() + '",' + self.tableWidget.item(
                        rec, 1).text() + "\n"
            if not items == '':
                clipboard = QApplication.clipboard()
                clipboard.setText(items)
        else:
            QWidget.keyPressEvent(self, e)

    def changePlot(self):
        if (self.plotSelector.currentText() == 'mpl'):
            self.stackedWidget.setCurrentIndex(1)
        else:
            self.stackedWidget.setCurrentIndex(0)

    def changeActive(self, active, gui=True):
        self.isActive = active

        if (active):
            self.cbxEnable.setCheckState(Qt.Checked)
            QObject.connect(self.canvas, SIGNAL("layersChanged ()"),
                            self.invalidatePlot)
            if not self.cbxClick.isChecked():
                QObject.connect(self.canvas,
                                SIGNAL("xyCoordinates(const QgsPoint &)"),
                                self.printValue)
        else:
            self.cbxEnable.setCheckState(Qt.Unchecked)
            QObject.disconnect(self.canvas, SIGNAL("layersChanged ()"),
                               self.invalidatePlot)
            QObject.disconnect(self.canvas,
                               SIGNAL("xyCoordinates(const QgsPoint &)"),
                               self.printValue)

        if gui:
            self.tabWidget.setEnabled(active)
            if active:
                self.labelStatus.setText(self.tr("Value tool is enabled"))
                if self.tabWidget.currentIndex() == 2:
                    self.updateLayers()
            else:
                self.labelStatus.setText(self.tr(""))
                #use this to clear plot when deactivated
                #self.values=[]
                #self.showValues()

    def activeRasterLayers(self, index=None):
        layers = []
        allLayers = []

        if not index:
            index = self.cbxLayers.currentIndex()
        if index == 0:
            allLayers = self.canvas.layers()
        elif index == 1:
            allLayers = self.legend.getLayers()
        elif index == 2:
            for layer in self.legend.getLayers():
                if layer.id() in self.layersSelected:
                    allLayers.append(layer)

        for layer in allLayers:
            if layer!=None and layer.isValid() and \
                    layer.type()==QgsMapLayer.RasterLayer and \
                    layer.dataProvider() and \
                    (layer.dataProvider().capabilities() & QgsRasterDataProvider.IdentifyValue):
                layers.append(layer)

        return layers

    def activeBandsForRaster(self, layer):
        activeBands = []

        if self.cbxBands.currentIndex() == 1 and layer.renderer():
            activeBands = layer.renderer().usesBands()
        elif self.cbxBands.currentIndex() == 2:
            if layer.bandCount() == 1:
                activeBands = [1]
            else:
                activeBands = self.layerBands[layer.id()] if (
                    layer.id() in self.layerBands) else []
        else:
            activeBands = range(1, layer.bandCount() + 1)

        return activeBands

    def printValue(self, position):

        if debug > 0:
            print(position)

        if not position:
            return
        if self.tabWidget.currentIndex() == 2:
            return

        if debug > 0:
            print("%d active rasters, %d canvas layers" %
                  (len(self.activeRasterLayers()), self.canvas.layerCount()))
        layers = self.activeRasterLayers()
        if len(layers) == 0:
            if self.canvas.layerCount() > 0:
                self.labelStatus.setText(
                    self.tr(
                        "No valid layers to display - change layers in options"
                    ))
            else:
                self.labelStatus.setText(self.tr("No valid layers to display"))
            self.values = []
            self.showValues()
            return

        self.labelStatus.setText(
            self.tr('Coordinate:') + ' (%f, %f)' %
            (position.x(), position.y()))

        needextremum = (self.tabWidget.currentIndex() == 1)  # if plot is shown

        # count the number of requires rows and remember the raster layers
        nrow = 0
        rasterlayers = []
        layersWOStatistics = []

        for layer in layers:

            nrow += layer.bandCount()
            rasterlayers.append(layer)

            # check statistics for each band
            if needextremum:
                for i in range(1, layer.bandCount() + 1):
                    has_stats = self.getStats(layer, i) is not None
                    if not layer.id() in self.layerMap and not has_stats\
                            and not layer in layersWOStatistics:
                        layersWOStatistics.append(layer)

        if layersWOStatistics and not self.statsChecked:
            self.calculateStatistics(layersWOStatistics)

        irow = 0
        self.values = []
        self.ymin = 1e38
        self.ymax = -1e38

        mapCanvasSrs = self.iface.mapCanvas.mapRenderer().destinationCrs()

        # TODO - calculate the min/max values only once, instead of every time!!!
        # keep them in a dict() with key=layer.id()

        #pull out wavelength if it exists in metadata
        #piece to pull out wavelength information if present in metadata
        rasterMeta = rasterlayers[0].metadata()
        self.wavelengths = {}
        self.wavelength_units = ''
        if ('wavelength' in rasterMeta):
            mdSplit = rasterMeta.split('</p>')
            for d in mdSplit:
                if ('Band_' in d and 'glossy' not in d and '=' in d):
                    variableName, valueWavelength = d.split('=')
                    bandNumber = int(variableName.split('_')[1])
                    self.wavelengths[bandNumber] = float(
                        valueWavelength.split(' ')[-2].replace('(', ''))
                elif ('wavelength_units' in d):
                    variableName, v = d.split('=')
                    self.wavelength_units = v
        ####
        for layer in rasterlayers:

            layername = unicode(layer.name())
            layerSrs = layer.crs()

            pos = position

            # if given no position, get dummy values
            if position is None:
                pos = QgsPoint(0, 0)
            # transform points if needed
            elif not mapCanvasSrs == layerSrs and self.iface.mapCanvas.hasCrsTransformEnabled(
            ):
                srsTransform = QgsCoordinateTransform(mapCanvasSrs, layerSrs)
                try:
                    pos = srsTransform.transform(position)
                except QgsCsException, err:
                    # ignore transformation errors
                    continue

            if True:  # for QGIS >= 1.9
                if not layer.dataProvider():
                    continue

                ident = None
                if position is not None:
                    canvas = self.iface.mapCanvas
                    # first test if point is within map layer extent
                    # maintain same behaviour as in 1.8 and print out of extent
                    if not layer.dataProvider().extent().contains(pos):
                        ident = dict()
                        for iband in range(1, layer.bandCount() + 1):
                            ident[iband] = QVariant(self.tr('out of extent'))
                    # we can only use context if layer is not projected
                    elif canvas.hasCrsTransformEnabled(
                    ) and layer.dataProvider().crs() != canvas.mapRenderer(
                    ).destinationCrs():
                        ident = layer.dataProvider().identify(
                            pos, QgsRaster.IdentifyFormatValue).results()
                    else:
                        extent = canvas.extent()
                        width = round(extent.width() /
                                      canvas.mapUnitsPerPixel())
                        height = round(extent.height() /
                                       canvas.mapUnitsPerPixel())

                        extent = canvas.mapRenderer().mapToLayerCoordinates(
                            layer, extent)

                        ident = layer.dataProvider().identify(
                            pos, QgsRaster.IdentifyFormatValue,
                            canvas.extent(), width, height).results()
                    if not len(ident) > 0:
                        continue

                # if given no position, set values to 0
                if position is None and ident is not None and ident.iterkeys(
                ) is not None:
                    for key in ident.iterkeys():
                        ident[key] = layer.dataProvider().noDataValue(key)

                # bands displayed depends on cbxBands (all / active / selected)
                activeBands = self.activeBandsForRaster(layer)

                for iband in activeBands:  # loop over the active bands
                    layernamewithband = layername
                    if ident is not None and len(ident) > 1:
                        layernamewithband += ' ' + layer.bandName(iband)

                    if not ident or not ident.has_key(
                            iband):  # should not happen
                        bandvalue = "?"
                    else:
                        bandvalue = ident[iband].toString()
                        if bandvalue is None:
                            bandvalue = "no data"

                    self.values.append((layernamewithband, str(bandvalue)))

                    if needextremum:
                        # estimated statistics
                        stats = self.getStats(layer, iband)
                        if stats:
                            self.ymin = min(self.ymin, stats.minimumValue)
                            self.ymax = max(self.ymax, stats.maximumValue)

        if len(self.values) == 0:
            self.labelStatus.setText(self.tr("No valid bands to display"))

        self.showValues()
예제 #7
0
class IVSweepDaqWidget(IVSweepsDaqUi.Ui_Form, QWidget):
    def __init__(self, parent=None):
        super(IVSweepDaqWidget, self).__init__(parent)
        self.setupUi(self)

        self.aoDeviceCombo.currentIndexChanged.connect(
            self.updateDaqChannelsAo)
        self.aiDeviceCombo.currentIndexChanged.connect(
            self.updateDaqChannelsAi)
        self.populateDaqCombos()
        self.restoreSettings()
        self.msmThread = None
        self.startPb.clicked.connect(self.startPbClicked)
        self.hkSub = HousekeepingSubscriber(self)
        self.hkSub.adrTemperatureReceived.connect(self.temperatureSb.setValue)
        self.hkSub.start()
        self.rawPlot.setAxisTitle(QwtPlot.yLeft, 'Vmeas')
        self.rawPlot.setAxisTitle(QwtPlot.xBottom, 'Vdrive')
        self.rawCurve = QwtPlotCurve('')
        self.rawCurve.attach(self.rawPlot)
        self.criticalCurve1 = QwtPlotCurve('+')
        self.criticalCurve1.setSymbol(
            Qwt.QwtSymbol(Qwt.QwtSymbol.Cross, Qt.QBrush(), Qt.QPen(Qt.Qt.red),
                          Qt.QSize(5, 5)))
        self.criticalCurve1.attach(self.criticalPlot)
        self.criticalCurve2 = QwtPlotCurve('-')
        self.criticalCurve2.setSymbol(
            Qwt.QwtSymbol(Qwt.QwtSymbol.Cross, Qt.QBrush(),
                          Qt.QPen(Qt.Qt.blue), Qt.QSize(5, 5)))
        self.criticalCurve2.attach(self.criticalPlot)
        self.criticalPlot.setAxisTitle(QwtPlot.yLeft, 'Vcrit')
        self.clearData()
        self.clearCriticalData()
        self.clearPb.clicked.connect(self.clearData)
        self.coilSweepCb.toggled.connect(self.toggleCoilSweep)
        self.clearCriticalPb.clicked.connect(self.clearCriticalData)
        self.samplesPerPointSb.valueChanged.connect(
            lambda value: self.discardSamplesSb.setMaximum(value - 1))
        self.coilEnableCb.toggled.connect(self.toggleCoil)
        self.coilVoltageSb.valueChanged.connect(self.updateCoilVoltage)
        self.toggleCoil(self.coilEnableCb.isChecked())
        self.coilDriverCombo.currentIndexChanged.connect(
            self.coilDriverChanged)
        self.Vcoil = np.nan

    def coilDriverChanged(self):
        text = self.coilDriverCombo.currentText()
        self.coilVisaLabel.setText('%s VISA' % text)
        self.coilVisaCombo.clear()
        if text == 'SR830':
            suffix = ' V'
            maxDrive = 10
            self.coilVisaCombo.addItem('GPIB0::12')
            self.auxOutChannelSb.setEnabled(True)

        elif text == 'Keithley 6430':
            suffix = ' mA'
            maxDrive = 50
            self.coilVisaCombo.addItem('GPIB0::24')
            self.auxOutChannelSb.setEnabled(False)

        controls = [
            self.coilVoltageSb, self.coilSweepMinSb, self.coilSweepMaxSb
        ]
        for control in controls:
            control.setSuffix(suffix)
            control.setMinimum(-maxDrive)
            control.setMaximum(+maxDrive)

    def toggleCoil(self, enabled):
        self.coilDriverCombo.setEnabled(not enabled)
        if enabled:
            driver = self.coilDriverCombo.currentText()
            if driver == 'SR830':
                self.sr830 = SR830(str(self.coilVisaCombo.currentText()))
                self.coilAo = VoltageSourceSR830(self.sr830,
                                                 self.auxOutChannelSb.value())
            elif driver == 'Keithley 6430':
                self.coilAo = CurrentSourceKeithley(str(
                    self.coilVisaCombo.currentText()),
                                                    currentRange=10E-3)
            self.Vcoil = self.coilAo.dcDrive()
            self.coilVoltageSb.setValue(self.Vcoil)
            self.auxOutChannelSb.setEnabled(False)
            self.coilVisaCombo.setEnabled(False)
        else:
            self.coilAo = None
            self.auxOutChannelSb.setEnabled(True)
            self.coilVisaCombo.setEnabled(True)

    def updateCoilVoltage(self, V):
        if self.coilAo is not None:
            self.coilAo.setDcDrive(V)
            self.Vcoil = self.coilAo.dcDrive()

    def updateDaqChannelsAi(self):
        dev = str(self.aiDeviceCombo.currentText())
        self.aiChannelCombo.clear()
        if len(dev):
            device = daq.Device(dev)
            aiChannels = device.findAiChannels()
            for channel in aiChannels:
                self.aiChannelCombo.addItem(channel)

    def updateDaqChannelsAo(self):
        dev = str(self.aoDeviceCombo.currentText())
        self.aoChannelCombo.clear()
        if len(dev):
            device = daq.Device(dev)
            aoChannels = device.findAoChannels()
            for channel in aoChannels:
                self.aoChannelCombo.addItem(channel)

    def populateDaqCombos(self):
        system = daq.System()
        devices = system.findDevices()
        for devName in devices:
            dev = daq.Device(devName)
            if len(dev.findAiChannels()):
                self.aiDeviceCombo.addItem(devName)
            if len(dev.findAoChannels()):
                self.aoDeviceCombo.addItem(devName)

    def clearData(self):
        self.Vdrive = []
        self.Vmeas = []
        self.rawCurve.setData(self.Vdrive, self.Vmeas)
        self.rawPlot.replot()

    def clearCriticalData(self):
        self.Vcrit1 = []
        self.Vcrit2 = []
        self.Tcrit1 = []
        self.Tcrit2 = []
        self.VcoilCrit1 = []
        self.VcoilCrit2 = []
        self.updateCriticalPlot()

    def updateRawData(self, t, Vsource, Vmeas, Vo, T):
        string = "%.3f\t%.6f\t%.6f\t%.6f\t%.6f\t%.3f\n" % (t, Vsource, Vmeas,
                                                           Vo, T, self.Vcoil)
        self.outputFile.write(string)
        self.Vdrive.append(Vsource)
        self.Vmeas.append(Vmeas - Vo)
        maxLength = 10000
        if len(self.Vdrive) > int(
                maxLength * 1.1):  # Automatically expire old data
            self.Vdrive = self.Vdrive[-maxLength:]
            self.Vmeas = self.Vmeas[-maxLength:]
        self.rawCurve.setData(self.Vdrive, self.Vmeas)
        self.rawPlot.replot()

    def toggleCoilSweep(self, checked):
        if checked:
            self.coilVoltages = np.linspace(self.coilSweepMinSb.value(),
                                            self.coilSweepMaxSb.value(),
                                            self.coilSweepStepsSb.value())
            self.coilVoltages = np.append(self.coilVoltages,
                                          self.coilVoltages[::-1])
            self.currentCoilStep = 0
            self.stepCoil()
        else:
            self.coilVoltages = []
            self.currentCoilStep = 0

    def stepCoil(self):
        if self.coilAo is not None:
            self.coilVoltageSb.setValue(
                self.coilVoltages[self.currentCoilStep])
        self.currentCoilStep += 1
        if self.currentCoilStep >= len(self.coilVoltages):  # Start over
            self.currentCoilStep = 0

    def collectSweep(self, T, Vc):
        if Vc >= 0:
            self.Tcrit1.append(T)
            self.Vcrit1.append(Vc)
            self.VcoilCrit1.append(self.Vcoil)
        else:
            self.Tcrit2.append(T)
            self.Vcrit2.append(-Vc)
            self.VcoilCrit2.append(self.Vcoil)
        self.updateCriticalPlot()

        if self.coilSweepCb.isChecked():  # Move on to next coil voltage
            if self.bipolarCb.isChecked():
                if not len(self.Tcrit2) == len(self.Tcrit1):
                    print "Still need to do negative"
                    return
            self.stepCoil()

    def updateCriticalPlot(self):
        xAxis = self.plotAxisCombo.currentText()
        if xAxis == 'T':
            x1 = self.Tcrit1
            x2 = self.Tcrit2
            self.criticalPlot.setAxisTitle(QwtPlot.xBottom, 'T')
        elif xAxis == 'Coil V':
            x1 = self.VcoilCrit1
            x2 = self.VcoilCrit2
            self.criticalPlot.setAxisTitle(QwtPlot.xBottom, 'Coil V')
        self.criticalCurve1.setData(x1, self.Vcrit1)
        self.criticalCurve2.setData(x2, self.Vcrit2)
        self.criticalPlot.replot()

    def startPbClicked(self):
        timeString = time.strftime('%Y%m%d-%H%M%S')
        fileName = self.sampleLineEdit.text() + '_%s_IV.dat' % timeString
        self.outputFile = open(fileName, 'a+')
        self.outputFile.write('#Program=IVSweepsDaq.py\n')
        self.outputFile.write('#Date=%s\n' % timeString)
        self.outputFile.write('#Sample=%s\n' % self.sampleLineEdit.text())
        self.outputFile.write('#Source=%s\n' % self.sourceCombo.currentText())
        self.outputFile.write('#Pre-amp gain=%.5g\n' %
                              self.preampGainSb.value())
        self.outputFile.write('#Drive impedance=%.6g\n' %
                              self.dcDriveImpedanceSb.value())
        self.outputFile.write('#Inter-sweep delay=%d\n' %
                              self.interSweepDelaySb.value())
        self.outputFile.write('#Samples per point=%d\n' %
                              self.samplesPerPointSb.value())
        self.outputFile.write('#Discard samples=%d\n' %
                              self.discardSamplesSb.value())
        self.outputFile.write('#Threshold=%.5g\n' %
                              self.thresholdVoltageSb.value())
        self.outputFile.write('#Bipolar=%d\n' %
                              int(self.bipolarCb.isChecked()))
        if self.coilAo is not None:
            self.outputFile.write('#Coil enabled=1\n')
            self.outputFile.write('#Coil driver=%s\n' % self.coilAo.name())
            self.outputFile.write('#Coil drive=%.3g\n' % self.coilAo.dcDrive())
        else:
            self.outputFile.write('#Coil enabled=0\n')
        if self.coilSweepCb.isChecked():
            self.outputFile.write('#Coil sweep=1\n')
            self.outputFile.write('#Coil min=%.3f\n' %
                                  self.coilSweepMinSb.value())
            self.outputFile.write('#Coil max=%.3f\n' %
                                  self.coilSweepMaxSb.value())
            self.outputFile.write('#Coil steps=%d\n' %
                                  self.coilSweepStepsSb.value())
        else:
            self.outputFile.write('#Coil sweep=0\n')

        self.ao = VoltageSourceDaq(str(self.aoDeviceCombo.currentText()),
                                   str(self.aoChannelCombo.currentText()))
        self.ai = VoltmeterDaq(str(self.aiDeviceCombo.currentText()),
                               str(self.aiChannelCombo.currentText()),
                               -10,
                               10,
                               samples=self.samplesPerPointSb.value(),
                               drop=self.discardSamplesSb.value())
        self.msmThread = IVSweepMeasurement(self.ao, self.ai, self)
        self.msmThread.setFileName(fileName)
        self.msmThread.setThreshold(self.thresholdVoltageSb.value())
        self.msmThread.readingAvailable.connect(self.updateRawData)
        self.msmThread.setMinimumVoltage(self.startVSb.value())
        self.msmThread.setMaximumVoltage(self.stopVSb.value())
        self.msmThread.setSteps(self.stepsSb.value())
        self.msmThread.setInterSweepDelay(self.interSweepDelaySb.value())
        self.msmThread.sweepComplete.connect(self.collectSweep)
        self.msmThread.enableBipolar(self.bipolarCb.isChecked())
        self.hkSub.adrTemperatureReceived.connect(
            self.msmThread.updateTemperature)
        self.msmThread.finished.connect(self.finished)
        self.stopPb.clicked.connect(self.msmThread.stop)
        self.thresholdVoltageSb.valueChanged.connect(
            self.msmThread.setThreshold)
        self.outputFile.write(
            '#' + '\t'.join(['time', 'Vdrive', 'Vmeas', 'Vo', 'T', 'Vcoil']) +
            '\n')
        self.enableWidgets(False)
        self.msmThread.start()
        print "Thread started"

    def finished(self):
        self.ai.clear()
        self.ao.clear()
        self.outputFile.close()
        self.enableWidgets(True)
        self.msmThread.deleteLater()


#        self.updateStatus('Completed')

    def enableWidgets(self, enable=True):
        self.sampleLineEdit.setEnabled(enable)
        self.startPb.setEnabled(enable)
        self.dcDriveImpedanceSb.setEnabled(enable)
        self.aiChannelCombo.setEnabled(enable)
        self.aiDeviceCombo.setEnabled(enable)
        self.aoChannelCombo.setEnabled(enable)
        self.aoDeviceCombo.setEnabled(enable)
        self.startVSb.setEnabled(enable)
        self.stopVSb.setEnabled(enable)
        self.stepsSb.setEnabled(enable)
        self.interSweepDelaySb.setEnabled(enable)
        self.bipolarCb.setEnabled(enable)

        self.stopPb.setEnabled(not enable)

    def closeEvent(self, e):
        if self.msmThread:
            self.msmThread.stop()
        if self.hkSub:
            self.hkSub.stop()
        self.saveSettings()
        super(IVSweepDaqWidget, self).closeEvent(e)

    def saveSettings(self):
        s = QSettings()
        s.setValue('sampleId', self.sampleLineEdit.text())
        s.setValue('dcDriveImpedance', self.dcDriveImpedanceSb.value())
        s.setValue('bipolar', self.bipolarCb.isChecked())
        s.setValue('startV', self.startVSb.value())
        s.setValue('stopV', self.stopVSb.value())
        s.setValue('steps', self.stepsSb.value())
        s.setValue('interSweepDelay', self.interSweepDelaySb.value())
        s.setValue('thresholdVoltage', self.thresholdVoltageSb.value())
        s.setValue('samplesPerPoint', self.samplesPerPointSb.value())
        s.setValue('discardSamples', self.discardSamplesSb.value())

        s.setValue('preampGain', self.preampGainSb.value())
        s.setValue('geometry', self.saveGeometry())
        s.setValue('AI_Device', self.aiDeviceCombo.currentText())
        s.setValue('AO_Device', self.aoDeviceCombo.currentText())
        s.setValue('AI_Channel', self.aiChannelCombo.currentText())
        s.setValue('AO_Channel', self.aoChannelCombo.currentText())
        s.setValue('SourceType', self.sourceCombo.currentText())

        s.setValue('coilVisa', self.coilVisaCombo.currentText())
        s.setValue('CoilAuxOut', self.auxOutChannelSb.value())
        s.setValue('CoilVoltage', self.coilVoltageSb.value())

    def restoreSettings(self):
        s = QSettings()
        self.sampleLineEdit.setText(s.value('sampleId', '', type=QString))
        self.dcDriveImpedanceSb.setValue(
            s.value('dcDriveImpedance', 10E3, type=float))
        self.bipolarCb.setChecked(s.value('bipolar', False, type=bool))
        self.startVSb.setValue(s.value('startV', 0, type=float))
        self.stopVSb.setValue(s.value('stopV', 3, type=float))
        self.stepsSb.setValue(s.value('steps', 10, type=int))
        self.preampGainSb.setValue(s.value('preampGain', 1., type=float))
        self.interSweepDelaySb.setValue(s.value('interSweepDelay', 0,
                                                type=int))
        self.thresholdVoltageSb.setValue(
            s.value('thresholdVoltage', 0.010, type=float))
        self.samplesPerPointSb.setValue(s.value('samplesPerPoint', 1,
                                                type=int))
        self.discardSamplesSb.setValue(s.value('discardSamples', 0, type=int))
        self.aiDeviceCombo.setCurrentIndex(
            self.aiDeviceCombo.findText(s.value('AI_Device', '', type=str)))
        self.aoDeviceCombo.setCurrentIndex(
            self.aoDeviceCombo.findText(s.value('AO_Device', '', type=str)))
        self.aiChannelCombo.setCurrentIndex(
            self.aiChannelCombo.findText(s.value('AI_Channel', '', type=str)))
        self.aoChannelCombo.setCurrentIndex(
            self.aoChannelCombo.findText(s.value('AO_Channel', '', type=str)))
        self.sourceCombo.setCurrentIndex(
            self.sourceCombo.findText(s.value('SourceType', '', type=str)))
        self.coilVisaCombo.setCurrentIndex(
            self.coilVisaCombo.findText(s.value('coilVisa', '', type=str)))
        self.auxOutChannelSb.setValue(s.value('CoilAuxOut', 1, type=int))
        self.coilVoltageSb.setValue(s.value('CoilVoltage', 0.0, type=float))
        geometry = s.value('geometry', QByteArray(), type=QByteArray)
        self.restoreGeometry(geometry)