コード例 #1
0
ファイル: subplot.py プロジェクト: robertapplin/mantid
class subplot(QtWidgets.QWidget):
    signal_quick_edit = QtCore.Signal(object)
    signal_rm_subplot = QtCore.Signal(object)
    signal_rm_line = QtCore.Signal(object)

    def __init__(self, context):
        super(subplot, self).__init__()
        self._context = context
        self.figure = Figure()
        self.figure.set_facecolor("none")
        self.canvas = FigureCanvas(self.figure)
        self._rm_window = None
        self._selector_window = None
        # update quick edit from tool bar
        self.canvas.mpl_connect("draw_event", self.draw_event_callback)

        self._ADSObserver = SubplotADSObserver(self)

        grid = QtWidgets.QGridLayout()
        # add toolbar
        self.toolbar = myToolbar(self.canvas, self)
        self.toolbar.update()
        grid.addWidget(self.toolbar, 0, 0)
        self.toolbar.setRmConnection(self._rm)
        self.toolbar.setRmSubplotConnection(self._rm_subplot)
        # add plot
        self.plot_objects = {}
        grid.addWidget(self.canvas, 1, 0)
        self.setLayout(grid)

    """ this is called when the zoom
    or pan are used. We want to send a
    signal to update the axis ranges """

    def draw_event_callback(self, event):
        self.figure.tight_layout()
        for subplot in self.plot_objects.keys():
            self.emit_subplot_range(subplot)

    def add_annotate(self, subplotName, label):
        if subplotName not in self._context.subplots.keys():
            return
        self._context.add_annotate(subplotName, label)
        self.canvas.draw()

    def add_vline(self, subplot_name, xvalue, name, color):
        if subplot_name not in self._context.subplots.keys():
            return
        self._context.add_vline(subplot_name, xvalue, name, color)
        self.canvas.draw()

    def rm_annotate(self, subplot_name, name):
        if subplot_name not in self._context.subplots.keys():
            return
        self._context.removeLabel(subplot_name, name)
        self.canvas.draw()

    def rm_vline(self, subplot_name, name):
        if subplot_name not in self._context.subplots.keys():
            return
        self._context.removeVLine(subplot_name, name)
        self.canvas.draw()

    # plot a workspace, if a new subplot create it.
    def plot(self, subplot_name, workspace, color=None, spec_num=1):
        new = False
        if subplot_name not in self._context.subplots.keys():
            self.add_subplot(subplot_name, len(list(self.plot_objects.keys())))
            new = True
        self._add_plotted_line(subplot_name,
                               workspace,
                               spec_num=spec_num,
                               color=color)
        if new:
            self.emit_subplot_range(subplot_name)

    def change_errors(self, state, subplot_names):
        for subplotName in subplot_names:
            self._context.subplots[subplotName].change_errors(state)
            self.canvas.draw()

    # adds plotted line to context and updates GUI
    def _add_plotted_line(self, subplot_name, workspace, spec_num, color=None):
        """ Appends plotted lines to the related subplot list. """
        self._context.addLine(subplot_name, workspace, spec_num, color=color)
        self.canvas.draw()

    def add_subplot(self, subplot_name, number):
        self._context.update_gridspec(number + 1)
        gridspec = self._context.gridspec
        self.plot_objects[subplot_name] = self.figure.add_subplot(
            gridspec[number], label=subplot_name, projection='mantid')
        self.plot_objects[subplot_name].set_title(subplot_name)
        self._context.addSubplot(subplot_name, self.plot_objects[subplot_name])
        self._update()

    def _update(self):
        self._context.update_layout(self.figure)
        self.canvas.draw()

    def emit_subplot_range(self, subplot_name):
        self.signal_quick_edit.emit(subplot_name)
        self._context.subplots[subplot_name].redraw_annotations()

    def set_plot_x_range(self, subplot_names, range):
        for subplotName in subplot_names:
            # make a set method in context and set it there
            self.plot_objects[subplotName].set_xlim(range)
            self._context.subplots[subplotName].redraw_annotations()
            self.canvas.draw()

    def set_plot_y_range(self, subplot_names, y_range):
        for subplotName in subplot_names:
            self.plot_objects[subplotName].set_ylim(y_range)
            self._context.subplots[subplotName].redraw_annotations()
            self.canvas.draw()

    def connect_quick_edit_signal(self, slot):
        self.signal_quick_edit.connect(slot)

    def disconnect_quick_edit_signal(self):
        self.signal_quick_edit.disconnect()

    def connect_rm_subplot_signal(self, slot):
        self.signal_rm_subplot.connect(slot)

    def disconnect_rm_subplot_signal(self):
        self.signal_rm_subplot.disconnect()

    def connect_rm_line_signal(self, slot):
        self.signal_rm_line.connect(slot)

    def disconnect_rm_line_signal(self):
        self.signal_rm_line.disconnect()

    def set_y_autoscale(self, subplot_names, state):
        for subplotName in subplot_names:
            self._context.subplots[subplotName].change_auto(state)
            self.canvas.draw()

    def _rm(self):
        names = list(self._context.subplots.keys())
        if len(names) == 1:
            if self._rm_window is not None:
                self._rm_window.show()
            else:
                self._get_rm_window(names[0])
        else:
            if self._rm_window is not None:
                self._rm_window.close()
                self._rm_window = None
            self._close_selector_window()

            self._selector_window = self._create_select_window(names)
            self._selector_window.subplotSelectorSignal.connect(
                self._get_rm_window)
            self._selector_window.closeEventSignal.connect(
                self._close_selector_window)
            self._selector_window.setMinimumSize(300, 100)
            self._selector_window.show()

    def _rm_subplot(self):
        names = list(self._context.subplots.keys())
        # If the selector is hidden then close it
        self._close_selector_window()

        self._selector_window = self._create_select_window(names)
        self._selector_window.subplotSelectorSignal.connect(
            self._remove_subplot)
        self._selector_window.subplotSelectorSignal.connect(
            self._close_selector_window)
        self._selector_window.closeEventSignal.connect(
            self._close_selector_window)
        self._selector_window.setMinimumSize(300, 100)
        self._selector_window.show()

    def _create_select_window(self, names):
        return SelectSubplot(names)

    def _close_selector_window(self):
        if self._selector_window is not None:
            self._selector_window.close()
            self._selector_window = None

    def _create_rm_window(self, subplot_name):
        line_names = list(self._context.subplots[subplot_name].lines.keys())
        vline_names = self._context.subplots[subplot_name].vlines
        return RemovePlotWindow(lines=line_names,
                                vlines=vline_names,
                                subplot=subplot_name,
                                parent=self)

    def _get_rm_window(self, subplot_name):
        # always close selector after making a selection
        self._close_selector_window()
        # create the remove window
        self._rm_window = self._create_rm_window(subplot_name=subplot_name)
        self._rm_window.applyRemoveSignal.connect(self._apply_rm)
        self._rm_window.closeEventSignal.connect(self._close_rm_window)
        self._rm_window.setMinimumSize(200, 200)
        self._rm_window.show()

    def remove_lines(self, subplot_name, line_names):
        # remove the lines from the subplot
        for name in line_names:
            self._context.subplots[subplot_name].removeLine(name)

        self.signal_rm_line.emit([str(name) for name in line_names])

        # if all of the lines have been removed -> delete subplot
        if not self._context.get_lines(subplot_name):
            self._remove_subplot(subplot_name)
        else:
            self.canvas.draw()

    def _apply_rm(self, line_names):
        to_close = []
        for name in line_names:
            if self._rm_window.getState(name):
                to_close.append(name)

        self.remove_lines(self._rm_window.subplot, to_close)
        self._close_rm_window()

    def _close_rm_window(self):
        self._rm_window.close
        self._rm_window = None

    def _remove_subplot(self, subplot_name):
        self.figure.delaxes(self.plot_objects[subplot_name])
        del self.plot_objects[subplot_name]
        self._context.delete(subplot_name)
        self._context.update_gridspec(len(list(self.plot_objects.keys())))
        self._update()
        self.signal_rm_subplot.emit(subplot_name)

    def _rm_ws_from_plots(self, workspace_name):
        keys = deepcopy(list(self._context.subplots.keys()))
        for subplot in keys:
            labels = self._context.get_lines_from_WS(subplot, workspace_name)
            for label in labels:
                self._context.removePlotLine(subplot, label)
                self.canvas.draw()
            if self._context.is_subplot_empty(subplot):
                self._remove_subplot(subplot)

    def _replaced_ws(self, workspace):
        for subplot in self._context.subplots.keys():
            redraw = self._context.subplots[subplot].replace_ws(workspace)
            if redraw:
                self.canvas.draw()
コード例 #2
0
ファイル: eventFilterGUI.py プロジェクト: yutiansut/mantid
class MainWindow(QMainWindow):
    """ Class of Main Window (top)
    """

    _errMsgWindow = None

    def __init__(self, parent=None):
        """ Initialization and set up
        """
        # Base class
        QMainWindow.__init__(self, parent)

        # Mantid configuration
        config = ConfigService.Instance()
        self._instrument = config["default.instrument"]

        # Central widget
        self.centralwidget = QWidget(self)

        # UI Window (from Qt Designer)
        self.ui = load_ui(__file__, 'MainWindow.ui', baseinstance=self)
        mpl_layout = QVBoxLayout()
        self.ui.graphicsView.setLayout(mpl_layout)
        self.fig = Figure()
        self.canvas = FigureCanvas(self.fig)
        self.ui.mainplot = self.fig.add_subplot(111, projection='mantid')
        mpl_layout.addWidget(self.canvas)

        # Do initialize plotting
        vecx, vecy, xlim, ylim = self.computeMock()

        self.mainline = self.ui.mainplot.plot(vecx, vecy, 'r-')

        leftx = [xlim[0], xlim[0]]
        lefty = [ylim[0], ylim[1]]
        self.leftslideline = self.ui.mainplot.plot(leftx, lefty, 'b--')
        rightx = [xlim[1], xlim[1]]
        righty = [ylim[0], ylim[1]]
        self.rightslideline = self.ui.mainplot.plot(rightx, righty, 'g--')
        upperx = [xlim[0], xlim[1]]
        uppery = [ylim[1], ylim[1]]
        self.upperslideline = self.ui.mainplot.plot(upperx, uppery, 'b--')
        lowerx = [xlim[0], xlim[1]]
        lowery = [ylim[0], ylim[0]]
        self.lowerslideline = self.ui.mainplot.plot(lowerx, lowery, 'g--')

        self.canvas.mpl_connect('button_press_event', self.on_mouseDownEvent)

        # Set up horizontal slide (integer) and string value
        self._leftSlideValue = 0
        self._rightSlideValue = 99

        self.ui.horizontalSlider.setRange(0, 100)
        self.ui.horizontalSlider.setValue(self._leftSlideValue)
        self.ui.horizontalSlider.setTracking(True)
        self.ui.horizontalSlider.setTickPosition(QSlider.NoTicks)
        self.ui.horizontalSlider.valueChanged.connect(self.move_leftSlider)

        self.ui.horizontalSlider_2.setRange(0, 100)
        self.ui.horizontalSlider_2.setValue(self._rightSlideValue)
        self.ui.horizontalSlider_2.setTracking(True)
        self.ui.horizontalSlider_2.setTickPosition(QSlider.NoTicks)
        self.ui.horizontalSlider_2.valueChanged.connect(self.move_rightSlider)

        # self.connect(self.ui.lineEdit_3, QtCore.SIGNAL("textChanged(QString)"),
        #         self.set_startTime)
        self.ui.lineEdit_3.setValidator(QDoubleValidator(self.ui.lineEdit_3))
        self.ui.pushButton_setT0.clicked.connect(self.set_startTime)
        # self.connect(self.ui.lineEdit_4, QtCore.SIGNAL("textChanged(QString)"),
        #         self.set_stopTime)
        self.ui.lineEdit_4.setValidator(QDoubleValidator(self.ui.lineEdit_4))
        self.ui.pushButton_setTf.clicked.connect(self.set_stopTime)

        # File loader
        self.scanEventWorkspaces()
        self.ui.pushButton_refreshWS.clicked.connect(self.scanEventWorkspaces)
        self.ui.pushButton_browse.clicked.connect(self.browse_File)
        self.ui.pushButton_load.clicked.connect(self.load_File)
        self.ui.pushButton_3.clicked.connect(self.use_existWS)

        # Set up time
        self.ui.lineEdit_3.setValidator(QDoubleValidator(self.ui.lineEdit_3))
        self.ui.lineEdit_4.setValidator(QDoubleValidator(self.ui.lineEdit_4))

        # Filter by time
        self.ui.pushButton_filterTime.clicked.connect(self.filterByTime)

        # Filter by log value
        self.ui.lineEdit_5.setValidator(QDoubleValidator(self.ui.lineEdit_5))
        self.ui.lineEdit_6.setValidator(QDoubleValidator(self.ui.lineEdit_6))
        self.ui.lineEdit_7.setValidator(QDoubleValidator(self.ui.lineEdit_7))
        self.ui.lineEdit_8.setValidator(QDoubleValidator(self.ui.lineEdit_8))
        self.ui.lineEdit_9.setValidator(QDoubleValidator(self.ui.lineEdit_9))

        self.ui.lineEdit_5.textChanged.connect(self.set_minLogValue)
        self.ui.lineEdit_6.textChanged.connect(self.set_maxLogValue)

        dirchangeops = ["Both", "Increase", "Decrease"]
        self.ui.comboBox_4.addItems(dirchangeops)

        logboundops = ["Centre", "Left"]
        self.ui.comboBox_5.addItems(logboundops)

        self.ui.pushButton_4.clicked.connect(self.plotLogValue)

        self.ui.pushButton_filterLog.clicked.connect(self.filterByLogValue)

        # Set up help button
        self.ui.helpBtn.clicked.connect(self.helpClicked)

        # Set up vertical slide
        self._upperSlideValue = 99
        self._lowerSlideValue = 0

        self.ui.verticalSlider.setRange(0, 100)
        self.ui.verticalSlider.setValue(self._upperSlideValue)
        self.ui.verticalSlider.setTracking(True)
        self.ui.verticalSlider.valueChanged.connect(self.move_upperSlider)

        self.ui.verticalSlider_2.setRange(0, 100)
        self.ui.verticalSlider_2.setValue(self._lowerSlideValue)
        self.ui.verticalSlider_2.setTracking(True)
        self.ui.verticalSlider_2.valueChanged.connect(self.move_lowerSlider)

        # Set up for filtering (advanced setup)
        self._tofcorrection = False
        self.ui.checkBox_fastLog.setChecked(False)
        self.ui.checkBox_filterByPulse.setChecked(False)
        self.ui.checkBox_from1.setChecked(False)
        self.ui.checkBox_groupWS.setChecked(True)

        self.ui.comboBox_tofCorr.currentIndexChanged.connect(self.showHideEi)
        self.ui.pushButton_refreshCorrWSList.clicked.connect(
            self._searchTableWorkspaces)

        self.ui.lineEdit_Ei.setValidator(QDoubleValidator(self.ui.lineEdit_Ei))

        self.ui.label_Ei.hide()
        self.ui.lineEdit_Ei.hide()
        self.ui.label_Ei_2.hide()
        self.ui.comboBox_corrWS.hide()
        self.ui.pushButton_refreshCorrWSList.hide()

        # Set up for workspaces
        self._dataWS = None
        self._sampleLogNames = []
        self._sampleLog = None

        # Side information
        self.ui.label_mean.hide()
        self.ui.label_meanvalue.hide()
        self.ui.label_avg.hide()
        self.ui.label_timeAvgValue.hide()
        self.ui.label_freq.hide()
        self.ui.label_freqValue.hide()
        self.ui.label_logname.hide()
        self.ui.label_lognamevalue.hide()
        self.ui.label_logsize.hide()
        self.ui.label_logsizevalue.hide()

        # Default
        self._defaultdir = os.getcwd()

        # register startup
        mantid.UsageService.registerFeatureUsage("Interface", "EventFilter",
                                                 False)

    def on_mouseDownEvent(self, event):
        """ Respond to pick up a value with mouse down event
        """
        x = event.xdata
        y = event.ydata

        if x is not None and y is not None:
            msg = "You've clicked on a bar with coords:\n %f, %f" % (x, y)
            QMessageBox.information(self, "Click!", msg)

    def computeMock(self):
        """ Compute vecx and vecy as mocking
        """
        x0 = 0.
        xf = 1.
        dx = 0.1

        vecx = []
        vecy = []

        x = x0
        while x < xf:
            y = 0.0
            vecx.append(x)
            vecy.append(y)
            x += dx

        xlim = [x0, xf]
        ylim = [-1., 1]

        return (vecx, vecy, xlim, ylim)

    def move_leftSlider(self):
        """ Re-setup left range line in figure.
        Triggered by a change in Qt Widget.  NO EVENT is required.
        """
        newx = self.ui.horizontalSlider.value()
        if newx <= self._rightSlideValue and newx != self._leftSlideValue:
            # Allowed value: move the value bar
            self._leftSlideValue = newx

            # Move the vertical line
            xlim = self.ui.mainplot.get_xlim()
            newx = xlim[0] + newx * (xlim[1] - xlim[0]) * 0.01
            leftx = [newx, newx]
            lefty = self.ui.mainplot.get_ylim()
            setp(self.leftslideline, xdata=leftx, ydata=lefty)
            self.canvas.draw()

            # Change value
            self.ui.lineEdit_3.setText(str(newx))

        else:
            # Reset the value to original value
            self.ui.horizontalSlider.setValue(self._leftSlideValue)

    def set_startTime(self):
        """ Set the starting time and left slide bar
        """
        inps = str(self.ui.lineEdit_3.text())
        info_msg = "Starting time = %s" % (inps)
        Logger("Filter_Events").information(info_msg)

        xlim = self.ui.mainplot.get_xlim()
        if inps == "":
            # Empty. Use default
            newtime0 = xlim[0]
        else:
            newtime0 = float(inps)

        # Convert to integer slide value
        ileftvalue = int((newtime0 - xlim[0]) / (xlim[1] - xlim[0]) * 100)
        debug_msg = "iLeftSlide = %s" % str(ileftvalue)
        Logger("Filter_Events").debug(debug_msg)

        # Skip if same as origina
        if ileftvalue == self._leftSlideValue:
            return

        # Set the value if out of range
        resetT = True
        if ileftvalue < 0:
            # Minimum value as 0
            ileftvalue = 0
        elif ileftvalue > self._rightSlideValue:
            # Maximum value as right slide value
            ileftvalue = self._rightSlideValue
        else:
            resetT = False

        if resetT is True:
            newtime0 = xlim[0] + ileftvalue * (xlim[1] - xlim[0]) * 0.01
        info_msg = 'Corrected iLeftSlide = {} (vs. right = {})'.format(
            ileftvalue, self._rightSlideValue)
        Logger("Filter_Events").information(info_msg)

        # Move the slide bar (left)
        self._leftSlideValue = ileftvalue

        # Move the vertical line
        leftx = [newtime0, newtime0]
        lefty = self.ui.mainplot.get_ylim()
        setp(self.leftslideline, xdata=leftx, ydata=lefty)
        self.canvas.draw()

        # Set the value to left slider
        self.ui.horizontalSlider.setValue(self._leftSlideValue)
        # Reset the value of line edit
        if resetT is True:
            self.ui.lineEdit_3.setText(str(newtime0))

    def move_rightSlider(self):
        """ Re-setup left range line in figure.
        Triggered by a change in Qt Widget.  NO EVENT is required.
        """
        newx = self.ui.horizontalSlider_2.value()
        if newx >= self._leftSlideValue and newx != self._rightSlideValue:
            # Allowed value: move the value bar
            self._rightSlideValue = newx

            xlim = self.ui.mainplot.get_xlim()
            newx = xlim[0] + newx * (xlim[1] - xlim[0]) * 0.01
            leftx = [newx, newx]
            lefty = self.ui.mainplot.get_ylim()
            setp(self.rightslideline, xdata=leftx, ydata=lefty)
            self.canvas.draw()

            # Change value
            self.ui.lineEdit_4.setText(str(newx))

        else:
            # Reset the value
            self.ui.horizontalSlider_2.setValue(self._rightSlideValue)

    def set_stopTime(self):
        """ Set the starting time and left slide bar
        """
        inps = str(self.ui.lineEdit_4.text())
        Logger("Filter_Events").information('Stopping time = {}'.format(inps))

        xlim = self.ui.mainplot.get_xlim()
        if inps == "":
            # Empty. Use default
            newtimef = xlim[1]
        else:
            # Parse
            newtimef = float(inps)

        # Convert to integer slide value
        irightvalue = int((newtimef - xlim[0]) / (xlim[1] - xlim[0]) * 100)
        Logger("Filter_Events").information(
            'iRightSlide = {}'.format(irightvalue))

        # Return if no change
        if irightvalue == self._rightSlideValue:
            return

        # Correct value
        resetT = True
        if irightvalue > 100:
            irightvalue = 100
        elif irightvalue < self._leftSlideValue:
            irightvalue = self._leftSlideValue
        else:
            resetT = False

        if resetT is True:
            newtimef = xlim[0] + irightvalue * (xlim[1] - xlim[0]) * 0.01

        # Move the slide bar (right)
        self._rightSlideValue = irightvalue

        # Move the vertical line
        rightx = [newtimef, newtimef]
        righty = self.ui.mainplot.get_ylim()
        setp(self.rightslideline, xdata=rightx, ydata=righty)
        self.canvas.draw()

        # Set the value to left slider
        self.ui.horizontalSlider_2.setValue(self._rightSlideValue)

        # Reset to line edit
        if resetT:
            self.ui.lineEdit_4.setText(str(newtimef))

    def move_lowerSlider(self):
        """ Re-setup upper range line in figure.
        Triggered by a change in Qt Widget.  NO EVENT is required.
        """
        inewy = self.ui.verticalSlider_2.value()
        debug_msg = 'LowerSlFider is set with value {} vs. class variable {}'.format(
            inewy, self._lowerSlideValue)
        Logger("Filter_Events").debug(debug_msg)

        # Return with no change
        if inewy == self._lowerSlideValue:
            # No change
            return

        if inewy >= self._upperSlideValue:
            # Out of upper range
            inewy = self._upperSlideValue - 1

        if inewy == 0 and self._lowerSlideValue < 0:
            setLineEdit = False
        else:
            setLineEdit = True

        # Move the lower vertical bar
        ylim = self.ui.mainplot.get_ylim()
        newy = ylim[0] + inewy * (ylim[1] - ylim[0]) * 0.01
        lowerx = self.ui.mainplot.get_xlim()
        lowery = [newy, newy]
        setp(self.lowerslideline, xdata=lowerx, ydata=lowery)
        self.canvas.draw()

        # Set line edit input
        if setLineEdit is True:
            # Change value to line edit (5)
            self.ui.lineEdit_5.setText(str(newy))
            # Reset the class variable
            self._lowerSlideValue = inewy

    def set_minLogValue(self):
        """ Set the starting time and left slide bar
        """
        debug_msg = 'Minimum Log Value = {}'.format(self.ui.lineEdit_5.text())
        Logger("Filter_Events").debug(debug_msg)

        ylim = self.ui.mainplot.get_ylim()

        if str(self.ui.lineEdit_5.text()) == "":
            # Empty. Default to minY
            newminY = ylim[0]
        else:
            # Non empty.  Parse
            newminY = float(self.ui.lineEdit_5.text())

        # Convert to integer slide value
        iminlogval = int((newminY - ylim[0]) / (ylim[1] - ylim[0]) * 100)
        Logger("Filter_Events").debug('ilowerSlide = {}'.format(iminlogval))

        # Return if no change
        if iminlogval == self._lowerSlideValue:
            return

        # Set value if out of range
        resetL = True
        if iminlogval >= self._upperSlideValue:
            iminlogval = self._upperSlideValue - 1
        else:
            resetL = False

        if resetL is True:
            newminY = ylim[0] + iminlogval * (ylim[1] - ylim[0]) * 0.01

        # Move the vertical line
        lowerx = self.ui.mainplot.get_xlim()
        lowery = [newminY, newminY]
        setp(self.lowerslideline, xdata=lowerx, ydata=lowery)
        self.canvas.draw()

        # Move the slide bar (lower)
        self._lowerSlideValue = iminlogval
        debug_msg = 'LineEdit5 set slide to {}'.format(self._lowerSlideValue)
        Logger("Filter_Events").debug(debug_msg)
        self.ui.verticalSlider_2.setValue(self._lowerSlideValue)

        # Reset line Edit if using default
        if resetL is True:
            self.ui.lineEdit_5.setText(str(newminY))

    def move_upperSlider(self):
        """ Re-setup upper range line in figure.
        Triggered by a change in Qt Widget.  NO EVENT is required.
        """
        inewy = self.ui.verticalSlider.value()

        # Return w/o change
        if inewy == self._upperSlideValue:
            return

        # Set to boundary value
        if inewy <= self._lowerSlideValue:
            inewy = self._lowerSlideValue + 1

        # Reset line editor?
        if inewy == 100 and self._upperSlideValue > 100:
            setLineEdit = False
        else:
            setLineEdit = True

        # Move the upper value bar: upperx and uppery are
        # real value (float but not (0,100)) of the figure
        ylim = self.ui.mainplot.get_ylim()
        newy = ylim[0] + inewy * (ylim[1] - ylim[0]) * 0.01
        upperx = self.ui.mainplot.get_xlim()
        uppery = [newy, newy]
        setp(self.upperslideline, xdata=upperx, ydata=uppery)
        self.canvas.draw()

        # Change value
        if setLineEdit is True:
            self.ui.lineEdit_6.setText(str(newy))
            self._upperSlideValue = inewy

    def set_maxLogValue(self):
        """ Set maximum log value from line-edit
        """
        inps = str(self.ui.lineEdit_6.text())
        debug_msg = 'Maximum Log Value = {}'.format(inps)
        Logger("Filter_Events").debug(debug_msg)

        ylim = self.ui.mainplot.get_ylim()
        if inps == "":
            # Empty. Default to minY
            newmaxY = ylim[1]
        else:
            # Parse
            newmaxY = float(inps)

        # Convert to integer slide value
        imaxlogval = int((newmaxY - ylim[0]) / (ylim[1] - ylim[0]) * 100)
        debug_msg = 'iUpperSlide = {}'.format(imaxlogval)
        Logger("Filter_Events").debug(debug_msg)

        # Return if no change
        if imaxlogval == self._upperSlideValue:
            return

        # Set to default if out of range
        resetL = True
        # if imaxlogval >= 100:
        #     imaxlogval = 100
        if imaxlogval < self._lowerSlideValue:
            imaxlogval = self._lowerSlideValue + 1
        else:
            resetL = False

        # Set newmaxY if necessary
        if resetL is True:
            newmaxY = ylim[0] + imaxlogval * (ylim[1] - ylim[0]) * 0.01

        # Move the vertical line
        upperx = self.ui.mainplot.get_xlim()
        uppery = [newmaxY, newmaxY]
        setp(self.upperslideline, xdata=upperx, ydata=uppery)
        self.canvas.draw()

        # Set the value to upper slider
        self._upperSlideValue = imaxlogval
        self.ui.verticalSlider.setValue(self._upperSlideValue)

        # Set the value to editor if necessary
        if resetL is True:
            self.ui.lineEdit_6.setText(str(newmaxY))

    def browse_File(self):
        """ Open a file dialog to get file
        """
        filename = QFileDialog.getOpenFileName(
            self, 'Input File Dialog', self._defaultdir,
            "Data (*.nxs *.dat);;All files (*)")
        if isinstance(filename, tuple):
            filename = filename[0]

        self.ui.lineEdit.setText(filename)

        Logger("Filter_Events").information(
            'Selected file: "{}"'.format(filename))

    def load_File(self):
        """ Load the file by file name or run number
        """
        # Get file name from line editor
        filename = str(self.ui.lineEdit.text())

        dataws = self._loadFile(str(filename))
        if dataws is None:
            error_msg = 'Unable to locate run {} in default directory {}.'.format(
                filename, self._defaultdir)
            Logger("Filter_Events").error(error_msg)
            self._setErrorMsg(error_msg)
        else:
            self._importDataWorkspace(dataws)
            self._defaultdir = os.path.dirname(str(filename))

        # Reset GUI
        self._resetGUI(resetfilerun=False)

    def use_existWS(self):
        """ Set up workspace to an existing one
        """
        wsname = str(self.ui.comboBox.currentText())

        try:
            dataws = AnalysisDataService.retrieve(wsname)
            self._importDataWorkspace(dataws)
        except KeyError:
            pass

        # Reset GUI
        self._resetGUI(resetfilerun=True)

    def plotLogValue(self):
        """ Plot log value
        """
        # Get log value
        logname = str(self.ui.comboBox_2.currentText())
        if len(logname) == 0:
            # return due to the empty one is chozen
            return

        samplelog = self._dataWS.getRun().getProperty(logname)
        vectimes = samplelog.times
        vecvalue = samplelog.value

        # check
        if len(vectimes) == 0:
            error_msg = "Empty log!"
            Logger("Filter_Events").error(error_msg)

        # Convert absolute time to relative time in seconds
        t0 = self._dataWS.getRun().getProperty("proton_charge").times[0]

        # append 1 more log if original log only has 1 value
        tf = self._dataWS.getRun().getProperty("proton_charge").times[-1]
        vectimes = numpy.append(vectimes, tf)
        vecvalue = numpy.append(vecvalue, vecvalue[-1])

        vecreltimes = (vectimes - t0) / numpy.timedelta64(1, 's')

        # Set to plot
        xlim = [vecreltimes.min(), vecreltimes.max()]
        ylim = [vecvalue.min(), vecvalue.max()]
        self.ui.mainplot.set_xlim(xlim[0], xlim[1])
        self.ui.mainplot.set_ylim(ylim[0], ylim[1])

        setp(self.mainline, xdata=vecreltimes, ydata=vecvalue)

        samunit = samplelog.units
        if len(samunit) == 0:
            ylabel = logname
        else:
            ylabel = "%s (%s)" % (logname, samunit)
        self.ui.mainplot.set_ylabel(ylabel, fontsize=13)

        # assume that all logs are on almost same X-range.  Only Y need to be reset
        setp(self.leftslideline, ydata=ylim)
        setp(self.rightslideline, ydata=ylim)

        # reset the log value limit as previous one does not make any sense
        setp(self.lowerslideline, xdata=xlim, ydata=[ylim[0], ylim[0]])
        self._lowerSlideValue = 0
        self.ui.verticalSlider_2.setValue(self._lowerSlideValue)
        self.ui.lineEdit_5.setText("")

        setp(self.upperslideline, xdata=xlim, ydata=[ylim[1], ylim[1]])
        self._upperSlideValue = 100
        self.ui.verticalSlider.setValue(self._upperSlideValue)
        self.ui.lineEdit_6.setText("")
        self.canvas.draw()

        # Load property's statistic and give suggestion on parallel and fast log
        timeavg = samplelog.timeAverageValue()
        numentries = samplelog.size()
        stat = samplelog.getStatistics()

        duration = stat.duration
        mean = stat.mean
        freq = float(numentries) / float(duration)

        self.ui.label_mean.show()
        self.ui.label_meanvalue.show()
        self.ui.label_avg.show()
        self.ui.label_timeAvgValue.show()
        self.ui.label_freq.show()
        self.ui.label_freqValue.show()
        self.ui.label_logname.show()
        self.ui.label_lognamevalue.show()
        self.ui.label_logsize.show()
        self.ui.label_logsizevalue.show()

        self.ui.label_meanvalue.setText("%.5e" % (mean))
        self.ui.label_timeAvgValue.setText("%.5e" % (timeavg))
        self.ui.label_freqValue.setText("%.5e" % (freq))
        self.ui.label_lognamevalue.setText(logname)
        self.ui.label_logsizevalue.setText(str(numentries))

        # Set suggested processing scheme
        if numentries > HUGE_FAST:
            self.ui.checkBox_fastLog.setCheckState(True)
            if numentries > HUGE_PARALLEL:
                self.ui.checkBox_doParallel.setCheckState(True)
            else:
                self.ui.checkBox_doParallel.setCheckState(False)
        else:
            self.ui.checkBox_fastLog.setCheckState(False)
            self.ui.checkBox_doParallel.setCheckState(False)

        return

    def _importDataWorkspace(self, dataws):
        """ Import data workspace for filtering
        """
        if dataws is None:
            return

        # Plot time counts
        errmsg = self._plotTimeCounts(dataws)
        if errmsg is not None:
            errmsg = 'Workspace {} has invalid sample logs for splitting. Loading \
                    failure! \n{}\n'.format(dataws, errmsg)
            self._setErrorMsg(errmsg)
            return False

        # Import log
        self._sampleLogNames = [""]

        run = dataws.getRun()
        plist = run.getProperties()
        for p in plist:
            try:
                times = p.times
                if len(times) > 1 and numpy.isreal(p.value[0]):
                    self._sampleLogNames.append(p.name)
            # This is here for FloatArrayProperty. If a log value is of this type it does not have times
            except AttributeError:
                pass
        # ENDFOR(p)

        # Set up sample log
        self.ui.comboBox_2.clear()
        self.ui.comboBox_2.addItems(self._sampleLogNames)

        # Side information
        self.ui.label_mean.hide()
        self.ui.label_meanvalue.hide()
        self.ui.label_avg.hide()
        self.ui.label_timeAvgValue.hide()
        self.ui.label_freq.hide()
        self.ui.label_freqValue.hide()

        # Hide 'log name' above the graphic view
        self.ui.label_logname.hide()
        self.ui.label_lognamevalue.hide()

        # Set dataws to class variable
        self._dataWS = dataws

        return True

    def scanEventWorkspaces(self):
        """
        """
        wsnames = AnalysisDataService.getObjectNames()

        eventwsnames = []
        for wsname in wsnames:
            wksp = AnalysisDataService.retrieve(wsname)
            if wksp.__class__.__name__.count("Event") == 1:
                eventwsnames.append(wsname)
        # ENDFOR

        if len(eventwsnames) > 0:
            self.ui.comboBox.clear()
            self.ui.comboBox.addItems(eventwsnames)

    def _loadFile(self, filename):
        """ Load file or run
        File will be loaded to a workspace shown in MantidPlot
        """
        config = ConfigService

        # Check input file name and output workspace name
        if filename.isdigit() is True:
            # Construct a file name from run number
            runnumber = int(filename)
            if runnumber <= 0:
                error_msg = 'Run number cannot be less or equal to zero.  User gives {}.'.format(
                    filename)
                Logger("Filter_Events").error(error_msg)
                return None
            else:
                ishort = config.getInstrument(self._instrument).shortName()
                filename = '{}_{}'.format(ishort, filename)
                wsname = filename + "_event"

        elif filename.count(".") > 0:
            # A proper file name
            wsname = os.path.splitext(os.path.split(filename)[1])[0]

        elif filename.count("_") == 1:
            # A short one as instrument_runnumber
            iname = filename.split("_")[0]
            str_runnumber = filename.split("_")[1]
            if str_runnumber.isdigit() is True and int(str_runnumber) > 0:
                # Accepted format
                ishort = config.getInstrument(iname).shortName()
                wsname = '{}_{}_event'.format(ishort, str_runnumber)
            else:
                # Non-supported
                error_msg = 'File name / run number in such format {} is not supported.'.format(
                    filename)
                Logger("Filter_Events").error(error_msg)

                return None

        else:
            # Unsupported format
            error_msg = 'File name / run number in such format {} is not supported.'.format(
                filename)
            Logger("Filter_Events").error(error_msg)

            return None

        # Load
        try:
            ws = api.Load(Filename=filename, OutputWorkspace=wsname)
        except RuntimeError as e:
            ws = None
            return str(e)

        return ws

    def _plotTimeCounts(self, wksp):
        """ Plot time/counts
        """
        import datetime
        # Rebin events by pulse time
        try:
            # Get run start and run stop
            if wksp.getRun().hasProperty("run_start"):
                runstart = wksp.getRun().getProperty("run_start").value
            else:
                runstart = wksp.getRun().getProperty("proton_charge").times[0]
            runstop = wksp.getRun().getProperty("proton_charge").times[-1]

            runstart = str(runstart).split(".")[0].strip()
            runstop = str(runstop).split(".")[0].strip()

            t0 = datetime.datetime.strptime(runstart, "%Y-%m-%dT%H:%M:%S")
            tf = datetime.datetime.strptime(runstop, "%Y-%m-%dT%H:%M:%S")

            # Calculate
            dt = tf - t0
            timeduration = dt.days * 3600 * 24 + dt.seconds

            timeres = float(timeduration) / MAXTIMEBINSIZE
            if timeres < 1.0:
                timeres = 1.0

            sumwsname = '_Summed_{}'.format(wksp)
            if AnalysisDataService.doesExist(sumwsname) is False:
                sumws = api.SumSpectra(InputWorkspace=wksp,
                                       OutputWorkspace=sumwsname)
                sumws = api.RebinByPulseTimes(InputWorkspace=sumws,
                                              OutputWorkspace=sumwsname,
                                              Params='{}'.format(timeres))
                sumws = api.ConvertToPointData(InputWorkspace=sumws,
                                               OutputWorkspace=sumwsname)
            else:
                sumws = AnalysisDataService.retrieve(sumwsname)
        except RuntimeError as e:
            return str(e)

        vecx = sumws.readX(0)
        vecy = sumws.readY(0)

        xmin = min(vecx)
        xmax = max(vecx)
        ymin = min(vecy)
        ymax = max(vecy)

        # Reset graph
        self.ui.mainplot.set_xlim(xmin, xmax)
        self.ui.mainplot.set_ylim(ymin, ymax)

        self.ui.mainplot.set_xlabel('Time (seconds)', fontsize=13)
        self.ui.mainplot.set_ylabel('Counts', fontsize=13)

        # Set up main line
        setp(self.mainline, xdata=vecx, ydata=vecy)

        # Reset slide
        newslidery = [min(vecy), max(vecy)]

        newleftx = xmin + (xmax - xmin) * self._leftSlideValue * 0.01
        setp(self.leftslideline, xdata=[newleftx, newleftx], ydata=newslidery)

        newrightx = xmin + (xmax - xmin) * self._rightSlideValue * 0.01
        setp(self.rightslideline,
             xdata=[newrightx, newrightx],
             ydata=newslidery)
        self.canvas.draw()

    def filterByTime(self):
        """ Filter by time
        """
        # Generate event filters
        kwargs = {}
        if self.ui.lineEdit_3.text() != "":
            rel_starttime = float(self.ui.lineEdit_3.text())
            kwargs["StartTime"] = str(rel_starttime)
        if self.ui.lineEdit_4.text() != "":
            rel_stoptime = float(self.ui.lineEdit_4.text())
            kwargs["StopTime"] = str(rel_stoptime)
        if self.ui.lineEdit_timeInterval.text() != "":
            interval = float(self.ui.lineEdit_timeInterval.text())
            kwargs["TimeInterval"] = interval

        splitwsname = str(self._dataWS) + "_splitters"
        splitinfowsname = str(self._dataWS) + "_info"

        title = str(self.ui.lineEdit_title.text())
        fastLog = self.ui.checkBox_fastLog.isChecked()

        splitws, infows = api.GenerateEventsFilter(
            InputWorkspace=self._dataWS,
            UnitOfTime="Seconds",
            TitleOfSplitters=title,
            OutputWorkspace=splitwsname,
            FastLog=fastLog,
            InformationWorkspace=splitinfowsname,
            **kwargs)

        self.splitWksp(splitws, infows)

    def filterByLogValue(self):
        """ Filter by log value
        """
        # Generate event filter
        kwargs = {}
        samplelog = str(self.ui.comboBox_2.currentText())
        if len(samplelog) == 0:
            error_msg = "No sample log is selected!"
            Logger("Filter_Events").error(error_msg)
            return

        if self.ui.lineEdit_3.text() != "":
            rel_starttime = float(self.ui.lineEdit_3.text())
            kwargs["StartTime"] = str(rel_starttime)

        if self.ui.lineEdit_4.text() != "":
            rel_stoptime = float(self.ui.lineEdit_4.text())
            kwargs["StopTime"] = str(rel_stoptime)

        if self.ui.lineEdit_5.text() != "":
            minlogvalue = float(self.ui.lineEdit_5.text())
            kwargs["MinimumLogValue"] = minlogvalue

        if self.ui.lineEdit_6.text() != "":
            maxlogvalue = float(self.ui.lineEdit_6.text())
            kwargs["MaximumLogValue"] = maxlogvalue

        if self.ui.lineEdit_7.text() != "":
            logvalueintv = float(self.ui.lineEdit_7.text())
            kwargs["LogValueInterval"] = logvalueintv
        logvalchangedir = str(self.ui.comboBox_4.currentText())
        kwargs["FilterLogValueByChangingDirection"] = logvalchangedir

        if self.ui.lineEdit_9.text() != "":
            logvalueintv = float(self.ui.lineEdit_9.text())
            kwargs["TimeTolerance"] = logvalueintv
        logboundtype = str(self.ui.comboBox_5.currentText())
        kwargs["LogBoundary"] = logboundtype

        if self.ui.lineEdit_8.text() != "":
            logvaluetol = float(self.ui.lineEdit_8.text())
            kwargs["LogValueTolerance"] = logvaluetol

        splitwsname = str(self._dataWS) + "_splitters"
        splitinfowsname = str(self._dataWS) + "_info"
        fastLog = self.ui.checkBox_fastLog.isChecked()

        title = str(self.ui.lineEdit_title.text())

        splitws, infows = api.GenerateEventsFilter(
            InputWorkspace=self._dataWS,
            UnitOfTime="Seconds",
            TitleOfSplitters=title,
            OutputWorkspace=splitwsname,
            LogName=samplelog,
            FastLog=fastLog,
            InformationWorkspace=splitinfowsname,
            **kwargs)

        try:
            self.splitWksp(splitws, infows)
        except RuntimeError as e:
            self._setErrorMsg("Splitting Failed!\n %s" % (str(e)))

    def splitWksp(self, splitws, infows):
        """ Run FilterEvents
        """
        dogroupws = self.ui.checkBox_groupWS.isChecked()
        filterbypulse = self.ui.checkBox_filterByPulse.isChecked()
        startfrom1 = self.ui.checkBox_from1.isChecked()
        splitsamplelog = self.ui.checkBox_splitLog.isChecked()

        corr2sample = str(self.ui.comboBox_tofCorr.currentText())
        how2skip = str(self.ui.comboBox_skipSpectrum.currentText())

        kwargs = {}
        if corr2sample == "Direct":
            ei = float(self.ui.lineEdit_Ei.text())
            kwargs["IncidentEnergy"] = ei
        elif corr2sample == "Customized":
            corrws = str(self.ui.comboBox_corrWS.currentText())
            kwargs["DetectorTOFCorrectionWorkspace"] = corrws

        # Output workspace name
        outbasewsname = str(self.ui.lineEdit_outwsname.text())
        if len(outbasewsname) == 0:
            outbasewsname = "tempsplitted"
            self.ui.lineEdit_outwsname.setText(outbasewsname)

        api.FilterEvents(InputWorkspace=self._dataWS,
                         SplitterWorkspace=splitws,
                         InformationWorkspace=infows,
                         OutputWorkspaceBaseName=outbasewsname,
                         GroupWorkspaces=dogroupws,
                         FilterByPulseTime=filterbypulse,
                         CorrectionToSample=corr2sample,
                         SpectrumWithoutDetector=how2skip,
                         SplitSampleLogs=splitsamplelog,
                         OutputWorkspaceIndexedFrom1=startfrom1,
                         OutputTOFCorrectionWorkspace='TOFCorrTable',
                         **kwargs)

    def showHideEi(self):
        """
        """
        corrtype = str(self.ui.comboBox_tofCorr.currentText())

        # Incident energy
        if corrtype == "Direct":
            self.ui.label_Ei.show()
            self.ui.lineEdit_Ei.show()
        else:
            self.ui.label_Ei.hide()
            self.ui.lineEdit_Ei.hide()

        # Workspace
        if corrtype == "Customized":
            self.ui.label_Ei_2.show()
            self.ui.comboBox_corrWS.show()
            self.ui.pushButton_refreshCorrWSList.show()

            # Search for table workspace
            self._searchTableWorkspaces()

        else:
            self.ui.label_Ei_2.hide()
            self.ui.comboBox_corrWS.hide()
            self.ui.pushButton_refreshCorrWSList.hide()

    def _searchTableWorkspaces(self):
        """ Search table workspaces and add to 'comboBox_corrWS'
        """
        wsnames = AnalysisDataService.getObjectNames()

        tablewsnames = []
        for wsname in wsnames:
            wksp = AnalysisDataService.retrieve(wsname)
            if isinstance(wksp, mantid.api.ITableWorkspace):
                tablewsnames.append(wsname)
        # ENDFOR

        self.ui.comboBox_corrWS.clear()
        if len(tablewsnames) > 0:
            self.ui.comboBox_corrWS.addItems(tablewsnames)

    def _setErrorMsg(self, errmsg):
        """ Clear error message
        """
        self._errMsgWindow = QMessageBox()
        self._errMsgWindow.setIcon(QMessageBox.Critical)
        self._errMsgWindow.setWindowTitle('Error')
        self._errMsgWindow.setStandardButtons(QMessageBox.Ok)
        self._errMsgWindow.setText(errmsg)
        result = self._errMsgWindow.exec_()

        return result

    def helpClicked(self):
        try:
            from pymantidplot.proxies import showCustomInterfaceHelp
            showCustomInterfaceHelp("Filter Events")
        except ImportError:
            url = ("http://docs.mantidproject.org/nightly/interfaces/{}.html"
                   "".format("Filter Events"))
            QDesktopServices.openUrl(QUrl(url))

    def _resetGUI(self, resetfilerun=False):
        """ Reset GUI including all text edits and etc.
        """
        if resetfilerun is True:
            self.ui.lineEdit.clear()

        # Plot related
        self.ui.lineEdit_3.clear()
        self.ui.lineEdit_4.clear()
        self.ui.horizontalSlider.setValue(0)
        self.ui.horizontalSlider_2.setValue(100)

        self.ui.lineEdit_outwsname.clear()
        self.ui.lineEdit_title.clear()

        # Filter by log value
        self.ui.lineEdit_5.clear()
        self.ui.lineEdit_6.clear()

        self.ui.verticalSlider_2.setValue(0)
        self.ui.verticalSlider.setValue(100)

        ylim = self.ui.mainplot.get_ylim()
        miny = ylim[0]
        maxy = ylim[1]
        xlim = self.ui.mainplot.get_xlim()
        setp(self.lowerslideline, xdata=xlim, ydata=[miny, miny])
        setp(self.upperslideline, xdata=xlim, ydata=[maxy, maxy])

        self.ui.lineEdit_7.clear()
        self.ui.lineEdit_8.clear()
        self.ui.lineEdit_9.clear()

        # Filter by time
        self.ui.lineEdit_timeInterval.clear()

        # Advanced setup
        self.ui.comboBox_tofCorr.setCurrentIndex(0)
        self.ui.lineEdit_Ei.clear()

        self.ui.checkBox_fastLog.setCheckState(False)
        self.ui.checkBox_doParallel.setCheckState(False)

        self.ui.comboBox_skipSpectrum.setCurrentIndex(0)

        self.ui.checkBox_filterByPulse.setCheckState(False)
        self.ui.checkBox_from1.setCheckState(False)
        self.ui.checkBox_groupWS.setCheckState(True)
        self.ui.checkBox_splitLog.setCheckState(False)

        self.canvas.draw()
コード例 #3
0
class MainWindow(QMainWindow):
    """ Class of Main Window (top)
    """

    _errMsgWindow = None

    def __init__(self, parent=None):
        """ Initialization and set up
        """
        # Base class
        QMainWindow.__init__(self, parent)

        # Mantid configuration
        config = ConfigService.Instance()
        self._instrument = config["default.instrument"]

        # Central widget
        self.centralwidget = QWidget(self)

        # UI Window (from Qt Designer)
        self.ui = load_ui(__file__, 'MainWindow.ui', baseinstance=self)
        mpl_layout = QVBoxLayout()
        self.ui.graphicsView.setLayout(mpl_layout)
        self.fig = Figure()
        self.canvas = FigureCanvas(self.fig)
        self.ui.mainplot = self.fig.add_subplot(111, projection='mantid')
        mpl_layout.addWidget(self.canvas)

        # Do initialize plotting
        vecx, vecy, xlim, ylim = self.computeMock()

        self.mainline = self.ui.mainplot.plot(vecx, vecy, 'r-')

        leftx = [xlim[0], xlim[0]]
        lefty = [ylim[0], ylim[1]]
        self.leftslideline = self.ui.mainplot.plot(leftx, lefty, 'b--')
        rightx = [xlim[1], xlim[1]]
        righty = [ylim[0], ylim[1]]
        self.rightslideline = self.ui.mainplot.plot(rightx, righty, 'g--')
        upperx = [xlim[0], xlim[1]]
        uppery = [ylim[1], ylim[1]]
        self.upperslideline = self.ui.mainplot.plot(upperx, uppery, 'b--')
        lowerx = [xlim[0], xlim[1]]
        lowery = [ylim[0], ylim[0]]
        self.lowerslideline = self.ui.mainplot.plot(lowerx, lowery, 'g--')

        self.canvas.mpl_connect('button_press_event', self.on_mouseDownEvent)

        # Set up horizontal slide (integer) and string value
        self._leftSlideValue = 0
        self._rightSlideValue = 99

        self.ui.horizontalSlider.setRange(0, 100)
        self.ui.horizontalSlider.setValue(self._leftSlideValue)
        self.ui.horizontalSlider.setTracking(True)
        self.ui.horizontalSlider.setTickPosition(QSlider.NoTicks)
        self.ui.horizontalSlider.valueChanged.connect(self.move_leftSlider)

        self.ui.horizontalSlider_2.setRange(0, 100)
        self.ui.horizontalSlider_2.setValue(self._rightSlideValue)
        self.ui.horizontalSlider_2.setTracking(True)
        self.ui.horizontalSlider_2.setTickPosition(QSlider.NoTicks)
        self.ui.horizontalSlider_2.valueChanged.connect(self.move_rightSlider)

        # self.connect(self.ui.lineEdit_3, QtCore.SIGNAL("textChanged(QString)"),
        #         self.set_startTime)
        self.ui.lineEdit_3.setValidator(QDoubleValidator(self.ui.lineEdit_3))
        self.ui.pushButton_setT0.clicked.connect(self.set_startTime)
        # self.connect(self.ui.lineEdit_4, QtCore.SIGNAL("textChanged(QString)"),
        #         self.set_stopTime)
        self.ui.lineEdit_4.setValidator(QDoubleValidator(self.ui.lineEdit_4))
        self.ui.pushButton_setTf.clicked.connect(self.set_stopTime)

        # File loader
        self.scanEventWorkspaces()
        self.ui.pushButton_refreshWS.clicked.connect(self.scanEventWorkspaces)
        self.ui.pushButton_browse.clicked.connect(self.browse_File)
        self.ui.pushButton_load.clicked.connect(self.load_File)
        self.ui.pushButton_3.clicked.connect(self.use_existWS)

        # Set up time
        self.ui.lineEdit_3.setValidator(QDoubleValidator(self.ui.lineEdit_3))
        self.ui.lineEdit_4.setValidator(QDoubleValidator(self.ui.lineEdit_4))

        # Filter by time
        self.ui.pushButton_filterTime.clicked.connect(self.filterByTime)

        # Filter by log value
        self.ui.lineEdit_5.setValidator(QDoubleValidator(self.ui.lineEdit_5))
        self.ui.lineEdit_6.setValidator(QDoubleValidator(self.ui.lineEdit_6))
        self.ui.lineEdit_7.setValidator(QDoubleValidator(self.ui.lineEdit_7))
        self.ui.lineEdit_8.setValidator(QDoubleValidator(self.ui.lineEdit_8))
        self.ui.lineEdit_9.setValidator(QDoubleValidator(self.ui.lineEdit_9))

        self.ui.lineEdit_5.textChanged.connect(self.set_minLogValue)
        self.ui.lineEdit_6.textChanged.connect(self.set_maxLogValue)

        dirchangeops = ["Both", "Increase", "Decrease"]
        self.ui.comboBox_4.addItems(dirchangeops)

        logboundops = ["Centre", "Left"]
        self.ui.comboBox_5.addItems(logboundops)

        self.ui.pushButton_4.clicked.connect(self.plotLogValue)

        self.ui.pushButton_filterLog.clicked.connect(self.filterByLogValue)

        # Set up help button
        self.ui.helpBtn.clicked.connect(self.helpClicked)

        # Set up vertical slide
        self._upperSlideValue = 99
        self._lowerSlideValue = 0

        self.ui.verticalSlider.setRange(0, 100)
        self.ui.verticalSlider.setValue(self._upperSlideValue)
        self.ui.verticalSlider.setTracking(True)
        self.ui.verticalSlider.valueChanged.connect(self.move_upperSlider)

        self.ui.verticalSlider_2.setRange(0, 100)
        self.ui.verticalSlider_2.setValue(self._lowerSlideValue)
        self.ui.verticalSlider_2.setTracking(True)
        self.ui.verticalSlider_2.valueChanged.connect(self.move_lowerSlider)

        # Set up for filtering (advanced setup)
        self._tofcorrection = False
        self.ui.checkBox_fastLog.setChecked(False)
        self.ui.checkBox_filterByPulse.setChecked(False)
        self.ui.checkBox_from1.setChecked(False)
        self.ui.checkBox_groupWS.setChecked(True)

        self.ui.comboBox_tofCorr.currentIndexChanged.connect(self.showHideEi)
        self.ui.pushButton_refreshCorrWSList.clicked.connect(self._searchTableWorkspaces)

        self.ui.lineEdit_Ei.setValidator(QDoubleValidator(self.ui.lineEdit_Ei))

        self.ui.label_Ei.hide()
        self.ui.lineEdit_Ei.hide()
        self.ui.label_Ei_2.hide()
        self.ui.comboBox_corrWS.hide()
        self.ui.pushButton_refreshCorrWSList.hide()

        # Set up for workspaces
        self._dataWS = None
        self._sampleLogNames = []
        self._sampleLog = None

        # Side information
        self.ui.label_mean.hide()
        self.ui.label_meanvalue.hide()
        self.ui.label_avg.hide()
        self.ui.label_timeAvgValue.hide()
        self.ui.label_freq.hide()
        self.ui.label_freqValue.hide()
        self.ui.label_logname.hide()
        self.ui.label_lognamevalue.hide()
        self.ui.label_logsize.hide()
        self.ui.label_logsizevalue.hide()

        # Default
        self._defaultdir = os.getcwd()

        # register startup
        mantid.UsageService.registerFeatureUsage("Interface", "EventFilter", False)

    def on_mouseDownEvent(self, event):
        """ Respond to pick up a value with mouse down event
        """
        x = event.xdata
        y = event.ydata

        if x is not None and y is not None:
            msg = "You've clicked on a bar with coords:\n %f, %f" % (x, y)
            QMessageBox.information(self, "Click!", msg)

    def computeMock(self):
        """ Compute vecx and vecy as mocking
        """
        x0 = 0.
        xf = 1.
        dx = 0.1

        vecx = []
        vecy = []

        x = x0
        while x < xf:
            y = 0.0
            vecx.append(x)
            vecy.append(y)
            x += dx

        xlim = [x0, xf]
        ylim = [-1., 1]

        return (vecx, vecy, xlim, ylim)

    def move_leftSlider(self):
        """ Re-setup left range line in figure.
        Triggered by a change in Qt Widget.  NO EVENT is required.
        """
        newx = self.ui.horizontalSlider.value()
        if newx <= self._rightSlideValue and newx != self._leftSlideValue:
            # Allowed value: move the value bar
            self._leftSlideValue = newx

            # Move the vertical line
            xlim = self.ui.mainplot.get_xlim()
            newx = xlim[0] + newx*(xlim[1] - xlim[0])*0.01
            leftx = [newx, newx]
            lefty = self.ui.mainplot.get_ylim()
            setp(self.leftslideline, xdata=leftx, ydata=lefty)
            self.canvas.draw()

            # Change value
            self.ui.lineEdit_3.setText(str(newx))

        else:
            # Reset the value to original value
            self.ui.horizontalSlider.setValue(self._leftSlideValue)

    def set_startTime(self):
        """ Set the starting time and left slide bar
        """
        inps = str(self.ui.lineEdit_3.text())
        info_msg = "Starting time = %s" % (inps)
        Logger("Filter_Events").information(info_msg)

        xlim = self.ui.mainplot.get_xlim()
        if inps == "":
            # Empty. Use default
            newtime0 = xlim[0]
        else:
            newtime0 = float(inps)

        # Convert to integer slide value
        ileftvalue = int((newtime0-xlim[0])/(xlim[1] - xlim[0])*100)
        debug_msg = "iLeftSlide = %s" % str(ileftvalue)
        Logger("Filter_Events").debug(debug_msg)

        # Skip if same as origina
        if ileftvalue == self._leftSlideValue:
            return

        # Set the value if out of range
        resetT = True
        if ileftvalue < 0:
            # Minimum value as 0
            ileftvalue = 0
        elif ileftvalue > self._rightSlideValue:
            # Maximum value as right slide value
            ileftvalue = self._rightSlideValue
        else:
            resetT = False

        if resetT is True:
            newtime0 = xlim[0] + ileftvalue*(xlim[1]-xlim[0])*0.01
        info_msg = 'Corrected iLeftSlide = {} (vs. right = {})'.format(ileftvalue,
                                                                       self._rightSlideValue)
        Logger("Filter_Events").information(info_msg)

        # Move the slide bar (left)
        self._leftSlideValue = ileftvalue

        # Move the vertical line
        leftx = [newtime0, newtime0]
        lefty = self.ui.mainplot.get_ylim()
        setp(self.leftslideline, xdata=leftx, ydata=lefty)
        self.canvas.draw()

        # Set the value to left slider
        self.ui.horizontalSlider.setValue(self._leftSlideValue)
        # Reset the value of line edit
        if resetT is True:
            self.ui.lineEdit_3.setText(str(newtime0))

    def move_rightSlider(self):
        """ Re-setup left range line in figure.
        Triggered by a change in Qt Widget.  NO EVENT is required.
        """
        newx = self.ui.horizontalSlider_2.value()
        if newx >= self._leftSlideValue and newx != self._rightSlideValue:
            # Allowed value: move the value bar
            self._rightSlideValue = newx

            xlim = self.ui.mainplot.get_xlim()
            newx = xlim[0] + newx*(xlim[1] - xlim[0])*0.01
            leftx = [newx, newx]
            lefty = self.ui.mainplot.get_ylim()
            setp(self.rightslideline, xdata=leftx, ydata=lefty)
            self.canvas.draw()

            # Change value
            self.ui.lineEdit_4.setText(str(newx))

        else:
            # Reset the value
            self.ui.horizontalSlider_2.setValue(self._rightSlideValue)

    def set_stopTime(self):
        """ Set the starting time and left slide bar
        """
        inps = str(self.ui.lineEdit_4.text())
        Logger("Filter_Events").information('Stopping time = {}'.format(inps))

        xlim = self.ui.mainplot.get_xlim()
        if inps == "":
            # Empty. Use default
            newtimef = xlim[1]
        else:
            # Parse
            newtimef = float(inps)

        # Convert to integer slide value
        irightvalue = int((newtimef-xlim[0])/(xlim[1] - xlim[0])*100)
        Logger("Filter_Events").information('iRightSlide = {}'.format(irightvalue))

        # Return if no change
        if irightvalue == self._rightSlideValue:
            return

        # Correct value
        resetT = True
        if irightvalue > 100:
            irightvalue = 100
        elif irightvalue < self._leftSlideValue:
            irightvalue = self._leftSlideValue
        else:
            resetT = False

        if resetT is True:
            newtimef = xlim[0] + irightvalue*(xlim[1]-xlim[0])*0.01

        # Move the slide bar (right)
        self._rightSlideValue = irightvalue

        # Move the vertical line
        rightx = [newtimef, newtimef]
        righty = self.ui.mainplot.get_ylim()
        setp(self.rightslideline, xdata=rightx, ydata=righty)
        self.canvas.draw()

        # Set the value to left slider
        self.ui.horizontalSlider_2.setValue(self._rightSlideValue)

        # Reset to line edit
        if resetT:
            self.ui.lineEdit_4.setText(str(newtimef))

    def move_lowerSlider(self):
        """ Re-setup upper range line in figure.
        Triggered by a change in Qt Widget.  NO EVENT is required.
        """
        inewy = self.ui.verticalSlider_2.value()
        debug_msg = 'LowerSlFider is set with value {} vs. class variable {}'.format(inewy,
                                                                                     self._lowerSlideValue)
        Logger("Filter_Events").debug(debug_msg)

        # Return with no change
        if inewy == self._lowerSlideValue:
            # No change
            return

        if inewy >= self._upperSlideValue:
            # Out of upper range
            inewy = self._upperSlideValue - 1

        if inewy == 0 and self._lowerSlideValue < 0:
            setLineEdit = False
        else:
            setLineEdit = True

        # Move the lower vertical bar
        ylim = self.ui.mainplot.get_ylim()
        newy = ylim[0] + inewy*(ylim[1] - ylim[0])*0.01
        lowerx = self.ui.mainplot.get_xlim()
        lowery = [newy, newy]
        setp(self.lowerslideline, xdata=lowerx, ydata=lowery)
        self.canvas.draw()

        # Set line edit input
        if setLineEdit is True:
            # Change value to line edit (5)
            self.ui.lineEdit_5.setText(str(newy))
            # Reset the class variable
            self._lowerSlideValue = inewy

    def set_minLogValue(self):
        """ Set the starting time and left slide bar
        """
        debug_msg = 'Minimum Log Value = {}'.format(self.ui.lineEdit_5.text())
        Logger("Filter_Events").debug(debug_msg)

        ylim = self.ui.mainplot.get_ylim()

        if str(self.ui.lineEdit_5.text()) == "":
            # Empty. Default to minY
            newminY = ylim[0]
        else:
            # Non empty.  Parse
            newminY = float(self.ui.lineEdit_5.text())

        # Convert to integer slide value
        iminlogval = int((newminY-ylim[0])/(ylim[1] - ylim[0])*100)
        Logger("Filter_Events").debug('ilowerSlide = {}'.format(iminlogval))

        # Return if no change
        if iminlogval == self._lowerSlideValue:
            return

        # Set value if out of range
        resetL = True
        if iminlogval >= self._upperSlideValue:
            iminlogval = self._upperSlideValue - 1
        else:
            resetL = False

        if resetL is True:
            newminY = ylim[0] + iminlogval * (ylim[1]-ylim[0]) * 0.01

        # Move the vertical line
        lowerx = self.ui.mainplot.get_xlim()
        lowery = [newminY, newminY]
        setp(self.lowerslideline, xdata=lowerx, ydata=lowery)
        self.canvas.draw()

        # Move the slide bar (lower)
        self._lowerSlideValue = iminlogval
        debug_msg = 'LineEdit5 set slide to {}'.format(self._lowerSlideValue)
        Logger("Filter_Events").debug(debug_msg)
        self.ui.verticalSlider_2.setValue(self._lowerSlideValue)

        # Reset line Edit if using default
        if resetL is True:
            self.ui.lineEdit_5.setText(str(newminY))

    def move_upperSlider(self):
        """ Re-setup upper range line in figure.
        Triggered by a change in Qt Widget.  NO EVENT is required.
        """
        inewy = self.ui.verticalSlider.value()

        # Return w/o change
        if inewy == self._upperSlideValue:
            return

        # Set to boundary value
        if inewy <= self._lowerSlideValue:
            inewy = self._lowerSlideValue + 1

        # Reset line editor?
        if inewy == 100 and self._upperSlideValue > 100:
            setLineEdit = False
        else:
            setLineEdit = True

        # Move the upper value bar: upperx and uppery are
        # real value (float but not (0,100)) of the figure
        ylim = self.ui.mainplot.get_ylim()
        newy = ylim[0] + inewy*(ylim[1] - ylim[0])*0.01
        upperx = self.ui.mainplot.get_xlim()
        uppery = [newy, newy]
        setp(self.upperslideline, xdata=upperx, ydata=uppery)
        self.canvas.draw()

        # Change value
        if setLineEdit is True:
            self.ui.lineEdit_6.setText(str(newy))
            self._upperSlideValue = inewy

    def set_maxLogValue(self):
        """ Set maximum log value from line-edit
        """
        inps = str(self.ui.lineEdit_6.text())
        debug_msg = 'Maximum Log Value = {}'.format(inps)
        Logger("Filter_Events").debug(debug_msg)

        ylim = self.ui.mainplot.get_ylim()
        if inps == "":
            # Empty. Default to minY
            newmaxY = ylim[1]
        else:
            # Parse
            newmaxY = float(inps)

        # Convert to integer slide value
        imaxlogval = int((newmaxY-ylim[0])/(ylim[1] - ylim[0])*100)
        debug_msg = 'iUpperSlide = {}'.format(imaxlogval)
        Logger("Filter_Events").debug(debug_msg)

        # Return if no change
        if imaxlogval == self._upperSlideValue:
            return

        # Set to default if out of range
        resetL = True
        # if imaxlogval >= 100:
        #     imaxlogval = 100
        if imaxlogval < self._lowerSlideValue:
            imaxlogval = self._lowerSlideValue + 1
        else:
            resetL = False

        # Set newmaxY if necessary
        if resetL is True:
            newmaxY = ylim[0] + imaxlogval * (ylim[1] - ylim[0]) * 0.01

        # Move the vertical line
        upperx = self.ui.mainplot.get_xlim()
        uppery = [newmaxY, newmaxY]
        setp(self.upperslideline, xdata=upperx, ydata=uppery)
        self.canvas.draw()

        # Set the value to upper slider
        self._upperSlideValue = imaxlogval
        self.ui.verticalSlider.setValue(self._upperSlideValue)

        # Set the value to editor if necessary
        if resetL is True:
            self.ui.lineEdit_6.setText(str(newmaxY))

    def browse_File(self):
        """ Open a file dialog to get file
        """
        filename = QFileDialog.getOpenFileName(self, 'Input File Dialog',
                                               self._defaultdir, "Data (*.nxs *.dat);;All files (*)")
        if isinstance(filename, tuple):
            filename = filename[0]

        self.ui.lineEdit.setText(filename)

        Logger("Filter_Events").information('Selected file: "{}"'.format(filename))

    def load_File(self):
        """ Load the file by file name or run number
        """
        # Get file name from line editor
        filename = str(self.ui.lineEdit.text())

        dataws = self._loadFile(str(filename))
        if dataws is None:
            error_msg = 'Unable to locate run {} in default directory {}.'.format(filename, self._defaultdir)
            Logger("Filter_Events").error(error_msg)
            self._setErrorMsg(error_msg)
        else:
            self._importDataWorkspace(dataws)
            self._defaultdir = os.path.dirname(str(filename))

        # Reset GUI
        self._resetGUI(resetfilerun=False)

    def use_existWS(self):
        """ Set up workspace to an existing one
        """
        wsname = str(self.ui.comboBox.currentText())

        try:
            dataws = AnalysisDataService.retrieve(wsname)
            self._importDataWorkspace(dataws)
        except KeyError:
            pass

        # Reset GUI
        self._resetGUI(resetfilerun=True)

    def plotLogValue(self):
        """ Plot log value
        """
        # Get log value
        logname = str(self.ui.comboBox_2.currentText())
        if len(logname) == 0:
            # return due to the empty one is chozen
            return

        samplelog = self._dataWS.getRun().getProperty(logname)
        vectimes = samplelog.times
        vecvalue = samplelog.value

        # check
        if len(vectimes) == 0:
            error_msg = "Empty log!"
            Logger("Filter_Events").error(error_msg)

        # Convert absolute time to relative time in seconds
        t0 = self._dataWS.getRun().getProperty("proton_charge").times[0]

        # append 1 more log if original log only has 1 value
        tf = self._dataWS.getRun().getProperty("proton_charge").times[-1]
        vectimes = numpy.append(vectimes, tf)
        vecvalue = numpy.append(vecvalue, vecvalue[-1])

        vecreltimes = (vectimes - t0) / numpy.timedelta64(1, 's')

        # Set to plot
        xlim = [vecreltimes.min(), vecreltimes.max()]
        ylim = [vecvalue.min(), vecvalue.max()]
        self.ui.mainplot.set_xlim(xlim[0], xlim[1])
        self.ui.mainplot.set_ylim(ylim[0], ylim[1])

        setp(self.mainline, xdata=vecreltimes, ydata=vecvalue)

        samunit = samplelog.units
        if len(samunit) == 0:
            ylabel = logname
        else:
            ylabel = "%s (%s)" % (logname, samunit)
        self.ui.mainplot.set_ylabel(ylabel, fontsize=13)

        # assume that all logs are on almost same X-range.  Only Y need to be reset
        setp(self.leftslideline, ydata=ylim)
        setp(self.rightslideline, ydata=ylim)

        # reset the log value limit as previous one does not make any sense
        setp(self.lowerslideline, xdata=xlim, ydata=[ylim[0], ylim[0]])
        self._lowerSlideValue = 0
        self.ui.verticalSlider_2.setValue(self._lowerSlideValue)
        self.ui.lineEdit_5.setText("")

        setp(self.upperslideline, xdata=xlim, ydata=[ylim[1], ylim[1]])
        self._upperSlideValue = 100
        self.ui.verticalSlider.setValue(self._upperSlideValue)
        self.ui.lineEdit_6.setText("")
        self.canvas.draw()

        # Load property's statistic and give suggestion on parallel and fast log
        timeavg = samplelog.timeAverageValue()
        numentries = samplelog.size()
        stat = samplelog.getStatistics()

        duration = stat.duration
        mean = stat.mean
        freq = float(numentries)/float(duration)

        self.ui.label_mean.show()
        self.ui.label_meanvalue.show()
        self.ui.label_avg.show()
        self.ui.label_timeAvgValue.show()
        self.ui.label_freq.show()
        self.ui.label_freqValue.show()
        self.ui.label_logname.show()
        self.ui.label_lognamevalue.show()
        self.ui.label_logsize.show()
        self.ui.label_logsizevalue.show()

        self.ui.label_meanvalue.setText("%.5e" % (mean))
        self.ui.label_timeAvgValue.setText("%.5e" % (timeavg))
        self.ui.label_freqValue.setText("%.5e" % (freq))
        self.ui.label_lognamevalue.setText(logname)
        self.ui.label_logsizevalue.setText(str(numentries))

        # Set suggested processing scheme
        if numentries > HUGE_FAST:
            self.ui.checkBox_fastLog.setCheckState(True)
            if numentries > HUGE_PARALLEL:
                self.ui.checkBox_doParallel.setCheckState(True)
            else:
                self.ui.checkBox_doParallel.setCheckState(False)
        else:
            self.ui.checkBox_fastLog.setCheckState(False)
            self.ui.checkBox_doParallel.setCheckState(False)

        return

    def _importDataWorkspace(self, dataws):
        """ Import data workspace for filtering
        """
        if dataws is None:
            return

        # Plot time counts
        errmsg = self._plotTimeCounts(dataws)
        if errmsg is not None:
            errmsg = 'Workspace {} has invalid sample logs for splitting. Loading \
                    failure! \n{}\n'.format(dataws, errmsg)
            self._setErrorMsg(errmsg)
            return False

        # Import log
        self._sampleLogNames = [""]

        run = dataws.getRun()
        plist = run.getProperties()
        for p in plist:
            try:
                times = p.times
                if len(times) > 1 and numpy.isreal(p.value[0]):
                    self._sampleLogNames.append(p.name)
            # This is here for FloatArrayProperty. If a log value is of this type it does not have times
            except AttributeError:
                pass
        # ENDFOR(p)

        # Set up sample log
        self.ui.comboBox_2.clear()
        self.ui.comboBox_2.addItems(self._sampleLogNames)

        # Side information
        self.ui.label_mean.hide()
        self.ui.label_meanvalue.hide()
        self.ui.label_avg.hide()
        self.ui.label_timeAvgValue.hide()
        self.ui.label_freq.hide()
        self.ui.label_freqValue.hide()

        # Hide 'log name' above the graphic view
        self.ui.label_logname.hide()
        self.ui.label_lognamevalue.hide()

        # Set dataws to class variable
        self._dataWS = dataws

        return True

    def scanEventWorkspaces(self):
        """
        """
        wsnames = AnalysisDataService.getObjectNames()

        eventwsnames = []
        for wsname in wsnames:
            wksp = AnalysisDataService.retrieve(wsname)
            if wksp.__class__.__name__.count("Event") == 1:
                eventwsnames.append(wsname)
        # ENDFOR

        if len(eventwsnames) > 0:
            self.ui.comboBox.clear()
            self.ui.comboBox.addItems(eventwsnames)

    def _loadFile(self, filename):
        """ Load file or run
        File will be loaded to a workspace shown in MantidPlot
        """
        config = ConfigService

        # Check input file name and output workspace name
        if filename.isdigit() is True:
            # Construct a file name from run number
            runnumber = int(filename)
            if runnumber <= 0:
                error_msg = 'Run number cannot be less or equal to zero.  User gives {}.'.format(filename)
                Logger("Filter_Events").error(error_msg)
                return None
            else:
                ishort = config.getInstrument(self._instrument).shortName()
                filename = '{}_{}'.format(ishort, filename)
                wsname = filename + "_event"

        elif filename.count(".") > 0:
            # A proper file name
            wsname = os.path.splitext(os.path.split(filename)[1])[0]

        elif filename.count("_") == 1:
            # A short one as instrument_runnumber
            iname = filename.split("_")[0]
            str_runnumber = filename.split("_")[1]
            if str_runnumber.isdigit() is True and int(str_runnumber) > 0:
                # Accepted format
                ishort = config.getInstrument(iname).shortName()
                wsname = '{}_{}_event'.format(ishort, str_runnumber)
            else:
                # Non-supported
                error_msg = 'File name / run number in such format {} is not supported.'.format(filename)
                Logger("Filter_Events").error(error_msg)

                return None

        else:
            # Unsupported format
            error_msg = 'File name / run number in such format {} is not supported.'.format(filename)
            Logger("Filter_Events").error(error_msg)

            return None

        # Load
        try:
            ws = api.Load(Filename=filename, OutputWorkspace=wsname)
        except RuntimeError as e:
            ws = None
            return str(e)

        return ws

    def _plotTimeCounts(self, wksp):
        """ Plot time/counts
        """
        import datetime
        # Rebin events by pulse time
        try:
            # Get run start and run stop
            if wksp.getRun().hasProperty("run_start"):
                runstart = wksp.getRun().getProperty("run_start").value
            else:
                runstart = wksp.getRun().getProperty("proton_charge").times[0]
            runstop = wksp.getRun().getProperty("proton_charge").times[-1]

            runstart = str(runstart).split(".")[0].strip()
            runstop = str(runstop).split(".")[0].strip()

            t0 = datetime.datetime.strptime(runstart, "%Y-%m-%dT%H:%M:%S")
            tf = datetime.datetime.strptime(runstop, "%Y-%m-%dT%H:%M:%S")

            # Calculate
            dt = tf-t0
            timeduration = dt.days*3600*24 + dt.seconds

            timeres = float(timeduration)/MAXTIMEBINSIZE
            if timeres < 1.0:
                timeres = 1.0

            sumwsname = '_Summed_{}'.format(wksp)
            if AnalysisDataService.doesExist(sumwsname) is False:
                sumws = api.SumSpectra(InputWorkspace=wksp, OutputWorkspace=sumwsname)
                sumws = api.RebinByPulseTimes(InputWorkspace=sumws, OutputWorkspace=sumwsname,
                                              Params='{}'.format(timeres))
                sumws = api.ConvertToPointData(InputWorkspace=sumws, OutputWorkspace=sumwsname)
            else:
                sumws = AnalysisDataService.retrieve(sumwsname)
        except RuntimeError as e:
            return str(e)

        vecx = sumws.readX(0)
        vecy = sumws.readY(0)

        xmin = min(vecx)
        xmax = max(vecx)
        ymin = min(vecy)
        ymax = max(vecy)

        # Reset graph
        self.ui.mainplot.set_xlim(xmin, xmax)
        self.ui.mainplot.set_ylim(ymin, ymax)

        self.ui.mainplot.set_xlabel('Time (seconds)', fontsize=13)
        self.ui.mainplot.set_ylabel('Counts', fontsize=13)

        # Set up main line
        setp(self.mainline, xdata=vecx, ydata=vecy)

        # Reset slide
        newslidery = [min(vecy), max(vecy)]

        newleftx = xmin + (xmax-xmin)*self._leftSlideValue*0.01
        setp(self.leftslideline, xdata=[newleftx, newleftx], ydata=newslidery)

        newrightx = xmin + (xmax-xmin)*self._rightSlideValue*0.01
        setp(self.rightslideline, xdata=[newrightx, newrightx], ydata=newslidery)
        self.canvas.draw()

    def filterByTime(self):
        """ Filter by time
        """
        # Generate event filters
        kwargs = {}
        if self.ui.lineEdit_3.text() != "":
            rel_starttime = float(self.ui.lineEdit_3.text())
            kwargs["StartTime"] = str(rel_starttime)
        if self.ui.lineEdit_4.text() != "":
            rel_stoptime = float(self.ui.lineEdit_4.text())
            kwargs["StopTime"] = str(rel_stoptime)
        if self.ui.lineEdit_timeInterval.text() != "":
            interval = float(self.ui.lineEdit_timeInterval.text())
            kwargs["TimeInterval"] = interval

        splitwsname = str(self._dataWS) + "_splitters"
        splitinfowsname = str(self._dataWS) + "_info"

        title = str(self.ui.lineEdit_title.text())
        fastLog = self.ui.checkBox_fastLog.isChecked()

        splitws, infows = api.GenerateEventsFilter(InputWorkspace=self._dataWS,
                                                   UnitOfTime="Seconds",
                                                   TitleOfSplitters=title,
                                                   OutputWorkspace=splitwsname,
                                                   FastLog=fastLog,
                                                   InformationWorkspace=splitinfowsname,
                                                   **kwargs)

        self.splitWksp(splitws, infows)

    def filterByLogValue(self):
        """ Filter by log value
        """
        # Generate event filter
        kwargs = {}
        samplelog = str(self.ui.comboBox_2.currentText())
        if len(samplelog) == 0:
            error_msg = "No sample log is selected!"
            Logger("Filter_Events").error(error_msg)
            return

        if self.ui.lineEdit_3.text() != "":
            rel_starttime = float(self.ui.lineEdit_3.text())
            kwargs["StartTime"] = str(rel_starttime)

        if self.ui.lineEdit_4.text() != "":
            rel_stoptime = float(self.ui.lineEdit_4.text())
            kwargs["StopTime"] = str(rel_stoptime)

        if self.ui.lineEdit_5.text() != "":
            minlogvalue = float(self.ui.lineEdit_5.text())
            kwargs["MinimumLogValue"] = minlogvalue

        if self.ui.lineEdit_6.text() != "":
            maxlogvalue = float(self.ui.lineEdit_6.text())
            kwargs["MaximumLogValue"] = maxlogvalue

        if self.ui.lineEdit_7.text() != "":
            logvalueintv = float(self.ui.lineEdit_7.text())
            kwargs["LogValueInterval"] = logvalueintv
        logvalchangedir = str(self.ui.comboBox_4.currentText())
        kwargs["FilterLogValueByChangingDirection"] = logvalchangedir

        if self.ui.lineEdit_9.text() != "":
            logvalueintv = float(self.ui.lineEdit_9.text())
            kwargs["TimeTolerance"] = logvalueintv
        logboundtype = str(self.ui.comboBox_5.currentText())
        kwargs["LogBoundary"] = logboundtype

        if self.ui.lineEdit_8.text() != "":
            logvaluetol = float(self.ui.lineEdit_8.text())
            kwargs["LogValueTolerance"] = logvaluetol

        splitwsname = str(self._dataWS) + "_splitters"
        splitinfowsname = str(self._dataWS) + "_info"
        fastLog = self.ui.checkBox_fastLog.isChecked()

        title = str(self.ui.lineEdit_title.text())

        splitws, infows = api.GenerateEventsFilter(InputWorkspace=self._dataWS,
                                                   UnitOfTime="Seconds",
                                                   TitleOfSplitters=title,
                                                   OutputWorkspace=splitwsname,
                                                   LogName=samplelog,
                                                   FastLog=fastLog,
                                                   InformationWorkspace=splitinfowsname,
                                                   **kwargs)

        try:
            self.splitWksp(splitws, infows)
        except RuntimeError as e:
            self._setErrorMsg("Splitting Failed!\n %s" % (str(e)))

    def splitWksp(self, splitws, infows):
        """ Run FilterEvents
        """
        dogroupws = self.ui.checkBox_groupWS.isChecked()
        filterbypulse = self.ui.checkBox_filterByPulse.isChecked()
        startfrom1 = self.ui.checkBox_from1.isChecked()
        splitsamplelog = self.ui.checkBox_splitLog.isChecked()

        corr2sample = str(self.ui.comboBox_tofCorr.currentText())
        how2skip = str(self.ui.comboBox_skipSpectrum.currentText())

        kwargs = {}
        if corr2sample == "Direct":
            ei = float(self.ui.lineEdit_Ei.text())
            kwargs["IncidentEnergy"] = ei
        elif corr2sample == "Customized":
            corrws = str(self.ui.comboBox_corrWS.currentText())
            kwargs["DetectorTOFCorrectionWorkspace"] = corrws

        # Output workspace name
        outbasewsname = str(self.ui.lineEdit_outwsname.text())
        if len(outbasewsname) == 0:
            outbasewsname = "tempsplitted"
            self.ui.lineEdit_outwsname.setText(outbasewsname)

        api.FilterEvents(InputWorkspace=self._dataWS,
                         SplitterWorkspace=splitws,
                         InformationWorkspace=infows,
                         OutputWorkspaceBaseName=outbasewsname,
                         GroupWorkspaces=dogroupws,
                         FilterByPulseTime=filterbypulse,
                         CorrectionToSample=corr2sample,
                         SpectrumWithoutDetector=how2skip,
                         SplitSampleLogs=splitsamplelog,
                         OutputWorkspaceIndexedFrom1=startfrom1,
                         OutputTOFCorrectionWorkspace='TOFCorrTable', **kwargs)

    def showHideEi(self):
        """
        """
        corrtype = str(self.ui.comboBox_tofCorr.currentText())

        # Incident energy
        if corrtype == "Direct":
            self.ui.label_Ei.show()
            self.ui.lineEdit_Ei.show()
        else:
            self.ui.label_Ei.hide()
            self.ui.lineEdit_Ei.hide()

        # Workspace
        if corrtype == "Customized":
            self.ui.label_Ei_2.show()
            self.ui.comboBox_corrWS.show()
            self.ui.pushButton_refreshCorrWSList.show()

            # Search for table workspace
            self._searchTableWorkspaces()

        else:
            self.ui.label_Ei_2.hide()
            self.ui.comboBox_corrWS.hide()
            self.ui.pushButton_refreshCorrWSList.hide()

    def _searchTableWorkspaces(self):
        """ Search table workspaces and add to 'comboBox_corrWS'
        """
        wsnames = AnalysisDataService.getObjectNames()

        tablewsnames = []
        for wsname in wsnames:
            wksp = AnalysisDataService.retrieve(wsname)
            if isinstance(wksp, mantid.api.ITableWorkspace):
                tablewsnames.append(wsname)
        # ENDFOR

        self.ui.comboBox_corrWS.clear()
        if len(tablewsnames) > 0:
            self.ui.comboBox_corrWS.addItems(tablewsnames)

    def _setErrorMsg(self, errmsg):
        """ Clear error message
        """
        self._errMsgWindow = QMessageBox()
        self._errMsgWindow.setIcon(QMessageBox.Critical)
        self._errMsgWindow.setWindowTitle('Error')
        self._errMsgWindow.setStandardButtons(QMessageBox.Ok)
        self._errMsgWindow.setText(errmsg)
        result = self._errMsgWindow.exec_()

        return result

    def helpClicked(self):
        try:
            from pymantidplot.proxies import showCustomInterfaceHelp
            showCustomInterfaceHelp("Filter Events")
        except ImportError:
            url = ("http://docs.mantidproject.org/nightly/interfaces/{}.html"
                   "".format("Filter Events"))
            QDesktopServices.openUrl(QUrl(url))

    def _resetGUI(self, resetfilerun=False):
        """ Reset GUI including all text edits and etc.
        """
        if resetfilerun is True:
            self.ui.lineEdit.clear()

        # Plot related
        self.ui.lineEdit_3.clear()
        self.ui.lineEdit_4.clear()
        self.ui.horizontalSlider.setValue(0)
        self.ui.horizontalSlider_2.setValue(100)

        self.ui.lineEdit_outwsname.clear()
        self.ui.lineEdit_title.clear()

        # Filter by log value
        self.ui.lineEdit_5.clear()
        self.ui.lineEdit_6.clear()

        self.ui.verticalSlider_2.setValue(0)
        self.ui.verticalSlider.setValue(100)

        ylim = self.ui.mainplot.get_ylim()
        miny = ylim[0]
        maxy = ylim[1]
        xlim = self.ui.mainplot.get_xlim()
        setp(self.lowerslideline, xdata=xlim, ydata=[miny, miny])
        setp(self.upperslideline, xdata=xlim, ydata=[maxy, maxy])

        self.ui.lineEdit_7.clear()
        self.ui.lineEdit_8.clear()
        self.ui.lineEdit_9.clear()

        # Filter by time
        self.ui.lineEdit_timeInterval.clear()

        # Advanced setup
        self.ui.comboBox_tofCorr.setCurrentIndex(0)
        self.ui.lineEdit_Ei.clear()

        self.ui.checkBox_fastLog.setCheckState(False)
        self.ui.checkBox_doParallel.setCheckState(False)

        self.ui.comboBox_skipSpectrum.setCurrentIndex(0)

        self.ui.checkBox_filterByPulse.setCheckState(False)
        self.ui.checkBox_from1.setCheckState(False)
        self.ui.checkBox_groupWS.setCheckState(True)
        self.ui.checkBox_splitLog.setCheckState(False)

        self.canvas.draw()