Beispiel #1
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    def widget_ctx_menu(self):
        """
        Fetch the Widget specific context menu.

        It will be populated with additional tools by `assemble_tools_menu`.

        Returns
        -------
        QMenu or None
            If the return of this method is None a new QMenu will be created by
            `assemble_tools_menu`.
        """
        self.menu = ViewBoxMenu(self.getView())
        cm_menu = self.menu.addMenu("Color Map")
        for act in self.cmap_for_action.keys():
            cm_menu.addAction(act)
        cm_menu.triggered.connect(self._changeColorMap)
        return self.menu
Beispiel #2
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    def widget_ctx_menu(self):
        """
        Fetch the Widget specific context menu.

        It will be populated with additional tools by `assemble_tools_menu`.

        Returns
        -------
        QMenu or None
            If the return of this method is None a new QMenu will be created by
            `assemble_tools_menu`.
        """
        self.menu = ViewBoxMenu(self.getView())
        cm_menu = self.menu.addMenu("Color Map")
        for act in self.cmap_for_action.keys():
            cm_menu.addAction(act)
        cm_menu.triggered.connect(self._changeColorMap)
        return self.menu
Beispiel #3
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    def __init__(self,
                 parent=None,
                 border=None,
                 lockAspect=False,
                 enableMouse=True,
                 invertY=False,
                 enableMenu=True,
                 name=None,
                 invertX=False):
        #pg.ViewBox.__init__(self, border, lockAspect, enableMouse,
        #invertY, enableMenu, name, invertX)
        super(ViewBox, self).__init__()
        self.border = fn.mkPen(border)
        if enableMenu:
            self.menu = ViewBoxMenu(self)
        self.name = name
        self.parent = parent
        if self.name == "plot2":
            self.setXLink(parent.p1)
            self.setYLink(parent.p1)

        # set state
        self.state['enableMenu'] = enableMenu
        self.state['yInverted'] = invertY
Beispiel #4
0
class PyDMImageView(ImageView, PyDMWidget, PyDMColorMap, ReadingOrder):
    """
    A PyQtGraph ImageView with support for Channels and more from PyDM.

    If there is no :attr:`channelWidth` it is possible to define the width of
    the image with the :attr:`width` property.

    The :attr:`normalizeData` property defines if the colors of the images are
    relative to the :attr:`colorMapMin` and :attr:`colorMapMax` property or to
    the minimum and maximum values of the image.

    Use the :attr:`newImageSignal` to hook up to a signal that is emitted when a new
    image is rendered in the widget.

    Parameters
    ----------
    parent : QWidget
        The parent widget for the Label
    image_channel : str, optional
        The channel to be used by the widget for the image data.
    width_channel : str, optional
        The channel to be used by the widget to receive the image width
        information
    """

    ReadingOrder = ReadingOrder

    Q_ENUMS(ReadingOrder)
    Q_ENUMS(PyDMColorMap)

    color_maps = cmaps

    def __init__(self, parent=None, image_channel=None, width_channel=None):
        """Initialize widget."""
        ImageView.__init__(self, parent)
        PyDMWidget.__init__(self)
        self.thread = None
        self.axes = dict({'t': None, "x": 0, "y": 1, "c": None})
        self._imagechannel = image_channel
        self._widthchannel = width_channel
        self.image_waveform = np.zeros(0)
        self._image_width = 0
        self._normalize_data = False
        self._auto_downsample = True

        # Hide some itens of the widget.
        self.ui.histogram.hide()
        self.getImageItem().sigImageChanged.disconnect(
            self.ui.histogram.imageChanged)
        self.ui.roiBtn.hide()
        self.ui.menuBtn.hide()

        # Set color map limits.
        self.cm_min = 0.0
        self.cm_max = 255.0

        # Set default reading order of numpy array data to Fortranlike.
        self._reading_order = ReadingOrder.Fortranlike

        # Make a right-click menu for changing the color map.
        self.cm_group = QActionGroup(self)
        self.cmap_for_action = {}
        for cm in self.color_maps:
            action = self.cm_group.addAction(cmap_names[cm])
            action.setCheckable(True)
            self.cmap_for_action[action] = cm

        # Set the default colormap.
        self._colormap = PyDMColorMap.Inferno
        self._cm_colors = None
        self.colorMap = self._colormap

        # Setup the redraw timer.
        self.needs_redraw = False
        self.redraw_timer = QTimer(self)
        self.redraw_timer.timeout.connect(self.redrawImage)
        self._redraw_rate = 30
        self.maxRedrawRate = self._redraw_rate
        self.newImageSignal = self.getImageItem().sigImageChanged

    def widget_ctx_menu(self):
        """
        Fetch the Widget specific context menu.

        It will be populated with additional tools by `assemble_tools_menu`.

        Returns
        -------
        QMenu or None
            If the return of this method is None a new QMenu will be created by
            `assemble_tools_menu`.
        """
        self.menu = ViewBoxMenu(self.getView())
        cm_menu = self.menu.addMenu("Color Map")
        for act in self.cmap_for_action.keys():
            cm_menu.addAction(act)
        cm_menu.triggered.connect(self._changeColorMap)
        return self.menu

    def _changeColorMap(self, action):
        """
        Method invoked by the colormap Action Menu.

        Changes the current colormap used to render the image.

        Parameters
        ----------
        action : QAction
        """
        self.colorMap = self.cmap_for_action[action]

    @pyqtProperty(float)
    def colorMapMin(self):
        """
        Minimum value for the colormap.

        Returns
        -------
        float
        """
        return self.cm_min

    @colorMapMin.setter
    @pyqtSlot(float)
    def colorMapMin(self, new_min):
        """
        Set the minimum value for the colormap.

        Parameters
        ----------
        new_min : float
        """
        if self.cm_min != new_min:
            self.cm_min = new_min
            if self.cm_min > self.cm_max:
                self.cm_max = self.cm_min

    @pyqtProperty(float)
    def colorMapMax(self):
        """
        Maximum value for the colormap.

        Returns
        -------
        float
        """
        return self.cm_max

    @colorMapMax.setter
    @pyqtSlot(float)
    def colorMapMax(self, new_max):
        """
        Set the maximum value for the colormap.

        Parameters
        ----------
        new_max : float
        """
        if self.cm_max != new_max:
            self.cm_max = new_max
            if self.cm_max < self.cm_min:
                self.cm_min = self.cm_max

    def setColorMapLimits(self, mn, mx):
        """
        Set the limit values for the colormap.

        Parameters
        ----------
        mn : int
            The lower limit
        mx : int
            The upper limit
        """
        if mn >= mx:
            return
        self.cm_max = mx
        self.cm_min = mn

    @pyqtProperty(PyDMColorMap)
    def colorMap(self):
        """
        Return the color map used by the ImageView.

        Returns
        -------
        PyDMColorMap
        """
        return self._colormap

    @colorMap.setter
    def colorMap(self, new_cmap):
        """
        Set the color map used by the ImageView.

        Parameters
        -------
        new_cmap : PyDMColorMap
        """
        self._colormap = new_cmap
        self._cm_colors = self.color_maps[new_cmap]
        self.setColorMap()
        for action in self.cm_group.actions():
            if self.cmap_for_action[action] == self._colormap:
                action.setChecked(True)
            else:
                action.setChecked(False)

    def setColorMap(self, cmap=None):
        """
        Update the image colormap.

        Parameters
        ----------
        cmap : ColorMap
        """
        if not cmap:
            if not self._cm_colors.any():
                return
            # Take default values
            pos = np.linspace(0.0, 1.0, num=len(self._cm_colors))
            cmap = ColorMap(pos, self._cm_colors)
        self.getView().setBackgroundColor(cmap.map(0))
        lut = cmap.getLookupTable(0.0, 1.0, alpha=False)
        self.getImageItem().setLookupTable(lut)

    @pyqtSlot(bool)
    def image_connection_state_changed(self, conn):
        """
        Callback invoked when the Image Channel connection state is changed.

        Parameters
        ----------
        conn : bool
            The new connection state.
        """
        if conn:
            self.redraw_timer.start()
        else:
            self.redraw_timer.stop()

    @pyqtSlot(np.ndarray)
    def image_value_changed(self, new_image):
        """
        Callback invoked when the Image Channel value is changed.

        We try to do as little as possible in this method, because it
        gets called every time the image channel updates, which might
        be extremely often.  Basically just store the data, and set
        a flag requesting that the image be redrawn.

        Parameters
        ----------
        new_image : np.ndarray
            The new image data.  This can be a flat 1D array, or a 2D array.
        """
        if new_image is None or new_image.size == 0:
            return
        logging.debug("ImageView Received New Image - Needs Redraw -> True")
        self.image_waveform = new_image
        self.needs_redraw = True

    @pyqtSlot(int)
    def image_width_changed(self, new_width):
        """
        Callback invoked when the Image Width Channel value is changed.

        Parameters
        ----------
        new_width : int
            The new image width
        """
        if new_width is None:
            return
        self._image_width = int(new_width)

    def process_image(self, image):
        """
        Boilerplate method to be used by applications in order to
        add calculations and also modify the image before it is
        displayed at the widget.

        .. warning::
           This code runs in a separated QThread so it **MUST** not try to write
           to QWidgets.

        Parameters
        ----------
        image : np.ndarray
            The Image Data as a 2D numpy array

        Returns
        -------
        np.ndarray
            The Image Data as a 2D numpy array after processing.
        """
        return image

    def redrawImage(self):
        """
        Set the image data into the ImageItem, if needed.

        If necessary, reshape the image to 2D first.
        """
        if self.thread is not None and not self.thread.isFinished():
            logger.warning(
                "Image processing has taken longer than the refresh rate.")
            return
        self.thread = ImageUpdateThread(self)
        self.thread.updateSignal.connect(self.__updateDisplay)
        logging.debug("ImageView RedrawImage Thread Launched")
        self.thread.start()

    @pyqtSlot(list)
    def __updateDisplay(self, data):
        logging.debug("ImageView Update Display with new image")
        mini, maxi = data[0], data[1]
        img = data[2]
        self.getImageItem().setLevels([mini, maxi])
        self.getImageItem().setImage(img,
                                     autoLevels=False,
                                     autoDownsample=self.autoDownsample)

    @pyqtProperty(bool)
    def autoDownsample(self):
        """
        Return if we should or not apply the
        autoDownsample option to PyQtGraph.

        Return
        ------
        bool
        """
        return self._auto_downsample

    @autoDownsample.setter
    def autoDownsample(self, new_value):
        """
        Whether we should or not apply the
        autoDownsample option to PyQtGraph.

        Parameters
        ----------
        new_value: bool
        """
        if new_value != self._auto_downsample:
            self._auto_downsample = new_value

    @pyqtProperty(int)
    def imageWidth(self):
        """
        Return the width of the image.

        Return
        ------
        int
        """
        return self._image_width

    @imageWidth.setter
    def imageWidth(self, new_width):
        """
        Set the width of the image.

        Can be overridden by :attr:`widthChannel`.

        Parameters
        ----------
        new_width: int
        """
        if (self._image_width != int(new_width)
                and (self._widthchannel is None or self._widthchannel == '')):
            self._image_width = int(new_width)

    @pyqtProperty(bool)
    def normalizeData(self):
        """
        Return True if the colors are relative to data maximum and minimum.

        Returns
        -------
        bool
        """
        return self._normalize_data

    @normalizeData.setter
    @pyqtSlot(bool)
    def normalizeData(self, new_norm):
        """
        Define if the colors are relative to minimum and maximum of the data.

        Parameters
        ----------
        new_norm: bool
        """
        if self._normalize_data != new_norm:
            self._normalize_data = new_norm

    @pyqtProperty(ReadingOrder)
    def readingOrder(self):
        """
        Return the reading order of the :attr:`imageChannel` array.

        Returns
        -------
        ReadingOrder
        """
        return self._reading_order

    @readingOrder.setter
    def readingOrder(self, new_order):
        """
        Set reading order of the :attr:`imageChannel` array.

        Parameters
        ----------
        new_order: ReadingOrder
        """
        if self._reading_order != new_order:
            self._reading_order = new_order

    def keyPressEvent(self, ev):
        """Handle keypress events."""
        return

    @pyqtProperty(str)
    def imageChannel(self):
        """
        The channel address in use for the image data .

        Returns
        -------
        str
            Channel address
        """
        return str(self._imagechannel)

    @imageChannel.setter
    def imageChannel(self, value):
        """
        The channel address in use for the image data .

        Parameters
        ----------
        value : str
            Channel address
        """
        if self._imagechannel != value:
            self._imagechannel = str(value)

    @pyqtProperty(str)
    def widthChannel(self):
        """
        The channel address in use for the image width .

        Returns
        -------
        str
            Channel address
        """
        return str(self._widthchannel)

    @widthChannel.setter
    def widthChannel(self, value):
        """
        The channel address in use for the image width .

        Parameters
        ----------
        value : str
            Channel address
        """
        if self._widthchannel != value:
            self._widthchannel = str(value)

    def channels(self):
        """
        Return the channels being used for this Widget.

        Returns
        -------
        channels : list
            List of PyDMChannel objects
        """
        if self._channels is None:
            self._channels = [
                PyDMChannel(
                    address=self.imageChannel,
                    connection_slot=self.image_connection_state_changed,
                    value_slot=self.image_value_changed,
                    severity_slot=self.alarmSeverityChanged),
                PyDMChannel(address=self.widthChannel,
                            connection_slot=self.connectionStateChanged,
                            value_slot=self.image_width_changed,
                            severity_slot=self.alarmSeverityChanged)
            ]
        return self._channels

    def channels_for_tools(self):
        """Return channels for tools."""
        return [c for c in self.channels() if c.address == self.imageChannel]

    @pyqtProperty(int)
    def maxRedrawRate(self):
        """
        The maximum rate (in Hz) at which the plot will be redrawn.

        The plot will not be redrawn if there is not new data to draw.

        Returns
        -------
        int
        """
        return self._redraw_rate

    @maxRedrawRate.setter
    def maxRedrawRate(self, redraw_rate):
        """
        The maximum rate (in Hz) at which the plot will be redrawn.

        The plot will not be redrawn if there is not new data to draw.

        Parameters
        -------
        redraw_rate : int
        """
        self._redraw_rate = redraw_rate
        self.redraw_timer.setInterval(int((1.0 / self._redraw_rate) * 1000))
Beispiel #5
0
class SiriusSpectrogramView(GraphicsLayoutWidget, PyDMWidget, PyDMColorMap,
                            ReadingOrder):
    """
    A SpectrogramView with support for Channels and more from PyDM.

    If there is no :attr:`channelWidth` it is possible to define the width of
    the image with the :attr:`width` property.

    The :attr:`normalizeData` property defines if the colors of the images are
    relative to the :attr:`colorMapMin` and :attr:`colorMapMax` property or to
    the minimum and maximum values of the image.

    Use the :attr:`newImageSignal` to hook up to a signal that is emitted when
    a new image is rendered in the widget.

    Parameters
    ----------
    parent : QWidget
        The parent widget for the Label
    image_channel : str, optional
        The channel to be used by the widget for the image data.
    xaxis_channel : str, optional
        The channel to be used by the widget to receive the image width
        (if ReadingOrder == Clike), and to set the xaxis values
    yaxis_channel : str, optional
        The channel to be used by the widget to receive the image width
        (if ReadingOrder == Fortranlike), and to set the yaxis values
    background : QColor, optional
        QColor to set the background color of the GraphicsView
    """

    Q_ENUMS(PyDMColorMap)
    Q_ENUMS(ReadingOrder)

    color_maps = cmaps

    def __init__(self,
                 parent=None,
                 image_channel=None,
                 xaxis_channel=None,
                 yaxis_channel=None,
                 roioffsetx_channel=None,
                 roioffsety_channel=None,
                 roiwidth_channel=None,
                 roiheight_channel=None,
                 title='',
                 background='w',
                 image_width=0,
                 image_height=0):
        """Initialize widget."""
        GraphicsLayoutWidget.__init__(self, parent)
        PyDMWidget.__init__(self)
        self.thread = None
        self._imagechannel = None
        self._xaxischannel = None
        self._yaxischannel = None
        self._roioffsetxchannel = None
        self._roioffsetychannel = None
        self._roiwidthchannel = None
        self._roiheightchannel = None
        self._channels = 7 * [
            None,
        ]
        self.image_waveform = np.zeros(0)
        self._image_width = image_width if not xaxis_channel else 0
        self._image_height = image_height if not yaxis_channel else 0
        self._roi_offsetx = 0
        self._roi_offsety = 0
        self._roi_width = 0
        self._roi_height = 0
        self._normalize_data = False
        self._auto_downsample = True
        self._last_yaxis_data = None
        self._last_xaxis_data = None
        self._auto_colorbar_lims = True
        self.format_tooltip = '{0:.4g}, {1:.4g}'

        # ViewBox and imageItem.
        self._view = ViewBox()
        self._image_item = ImageItem()
        self._view.addItem(self._image_item)

        # ROI
        self.ROICurve = PlotCurveItem([0, 0, 0, 0, 0], [0, 0, 0, 0, 0])
        self.ROIColor = QColor('red')
        pen = mkPen()
        pen.setColor(QColor('transparent'))
        pen.setWidth(1)
        self.ROICurve.setPen(pen)
        self._view.addItem(self.ROICurve)

        # Axis.
        self.xaxis = AxisItem('bottom')
        self.xaxis.setPen(QColor(0, 0, 0))
        if not xaxis_channel:
            self.xaxis.setVisible(False)
        self.yaxis = AxisItem('left')
        self.yaxis.setPen(QColor(0, 0, 0))
        if not yaxis_channel:
            self.yaxis.setVisible(False)

        # Colorbar legend.
        self.colorbar = _GradientLegend()

        # Title.
        start_row = 0
        if title:
            self.title = LabelItem(text=title, color='#000000')
            self.addItem(self.title, 0, 0, 1, 3)
            start_row = 1

        # Set layout.
        self.addItem(self._view, start_row, 1)
        self.addItem(self.yaxis, start_row, 0)
        self.addItem(self.colorbar, start_row, 2)
        self.addItem(self.xaxis, start_row + 1, 1)
        self.setBackground(background)
        self.ci.layout.setColumnSpacing(0, 0)
        self.ci.layout.setRowSpacing(start_row, 0)

        # Set color map limits.
        self.cm_min = 0.0
        self.cm_max = 255.0

        # Set default reading order of numpy array data to Clike.
        self._reading_order = ReadingOrder.Clike

        # Make a right-click menu for changing the color map.
        self.cm_group = QActionGroup(self)
        self.cmap_for_action = {}
        for cm in self.color_maps:
            action = self.cm_group.addAction(cmap_names[cm])
            action.setCheckable(True)
            self.cmap_for_action[action] = cm

        # Set the default colormap.
        self._cm_colors = None
        self.colorMap = PyDMColorMap.Inferno

        # Setup the redraw timer.
        self.needs_redraw = False
        self.redraw_timer = QTimer(self)
        self.redraw_timer.timeout.connect(self.redrawImage)
        self._redraw_rate = 30
        self.maxRedrawRate = self._redraw_rate
        self.newImageSignal = self._image_item.sigImageChanged

        # Set Channels.
        self.imageChannel = image_channel
        self.xAxisChannel = xaxis_channel
        self.yAxisChannel = yaxis_channel
        self.ROIOffsetXChannel = roioffsetx_channel
        self.ROIOffsetYChannel = roioffsety_channel
        self.ROIWidthChannel = roiwidth_channel
        self.ROIHeightChannel = roiheight_channel

    # --- Context menu ---
    def widget_ctx_menu(self):
        """
        Fetch the Widget specific context menu.

        It will be populated with additional tools by `assemble_tools_menu`.

        Returns
        -------
        QMenu or None
            If the return of this method is None a new QMenu will be created by
            `assemble_tools_menu`.
        """
        self.menu = ViewBoxMenu(self._view)
        cm_menu = self.menu.addMenu("Color Map")
        for act in self.cmap_for_action.keys():
            cm_menu.addAction(act)
        cm_menu.triggered.connect(self._changeColorMap)
        return self.menu

    # --- Colormap methods ---
    def _changeColorMap(self, action):
        """
        Method invoked by the colormap Action Menu.

        Changes the current colormap used to render the image.

        Parameters
        ----------
        action : QAction
        """
        self.colorMap = self.cmap_for_action[action]

    @Property(float)
    def colorMapMin(self):
        """
        Minimum value for the colormap.

        Returns
        -------
        float
        """
        return self.cm_min

    @colorMapMin.setter
    @Slot(float)
    def colorMapMin(self, new_min):
        """
        Set the minimum value for the colormap.

        Parameters
        ----------
        new_min : float
        """
        if self.cm_min != new_min:
            self.cm_min = new_min
            if self.cm_min > self.cm_max:
                self.cm_max = self.cm_min

    @Property(float)
    def colorMapMax(self):
        """
        Maximum value for the colormap.

        Returns
        -------
        float
        """
        return self.cm_max

    @colorMapMax.setter
    @Slot(float)
    def colorMapMax(self, new_max):
        """
        Set the maximum value for the colormap.

        Parameters
        ----------
        new_max : float
        """
        if self.cm_max != new_max:
            self.cm_max = new_max
            if self.cm_max < self.cm_min:
                self.cm_min = self.cm_max

    def setColorMapLimits(self, mn, mx):
        """
        Set the limit values for the colormap.

        Parameters
        ----------
        mn : int
            The lower limit
        mx : int
            The upper limit
        """
        if mn >= mx:
            return
        self.cm_max = mx
        self.cm_min = mn

    @Property(PyDMColorMap)
    def colorMap(self):
        """
        Return the color map used by the SpectrogramView.

        Returns
        -------
        PyDMColorMap
        """
        return self._colormap

    @colorMap.setter
    def colorMap(self, new_cmap):
        """
        Set the color map used by the SpectrogramView.

        Parameters
        -------
        new_cmap : PyDMColorMap
        """
        self._colormap = new_cmap
        self._cm_colors = self.color_maps[new_cmap]
        self.setColorMap()
        for action in self.cm_group.actions():
            if self.cmap_for_action[action] == self._colormap:
                action.setChecked(True)
            else:
                action.setChecked(False)

    def setColorMap(self, cmap=None):
        """
        Update the image colormap.

        Parameters
        ----------
        cmap : ColorMap
        """
        if not cmap:
            if not self._cm_colors.any():
                return
            # Take default values
            pos = np.linspace(0.0, 1.0, num=len(self._cm_colors))
            cmap = ColorMap(pos, self._cm_colors)
        self._view.setBackgroundColor(cmap.map(0))
        lut = cmap.getLookupTable(0.0, 1.0, alpha=False)
        self.colorbar.setIntColorScale(colors=lut)
        self._image_item.setLookupTable(lut)

    # --- Connection Slots ---
    @Slot(bool)
    def image_connection_state_changed(self, conn):
        """
        Callback invoked when the Image Channel connection state is changed.

        Parameters
        ----------
        conn : bool
            The new connection state.
        """
        if conn:
            self.redraw_timer.start()
        else:
            self.redraw_timer.stop()

    @Slot(bool)
    def yaxis_connection_state_changed(self, connected):
        """
        Callback invoked when the TimeAxis Channel connection state is changed.

        Parameters
        ----------
        conn : bool
            The new connection state.
        """
        self._timeaxis_connected = connected

    @Slot(bool)
    def roioffsetx_connection_state_changed(self, conn):
        """
        Run when the ROIOffsetX Channel connection state changes.

        Parameters
        ----------
        conn : bool
            The new connection state.

        """
        if not conn:
            self._roi_offsetx = 0

    @Slot(bool)
    def roioffsety_connection_state_changed(self, conn):
        """
        Run when the ROIOffsetY Channel connection state changes.

        Parameters
        ----------
        conn : bool
            The new connection state.

        """
        if not conn:
            self._roi_offsety = 0

    @Slot(bool)
    def roiwidth_connection_state_changed(self, conn):
        """
        Run when the ROIWidth Channel connection state changes.

        Parameters
        ----------
        conn : bool
            The new connection state.

        """
        if not conn:
            self._roi_width = 0

    @Slot(bool)
    def roiheight_connection_state_changed(self, conn):
        """
        Run when the ROIHeight Channel connection state changes.

        Parameters
        ----------
        conn : bool
            The new connection state.

        """
        if not conn:
            self._roi_height = 0

    # --- Value Slots ---
    @Slot(np.ndarray)
    def image_value_changed(self, new_image):
        """
        Callback invoked when the Image Channel value is changed.

        We try to do as little as possible in this method, because it
        gets called every time the image channel updates, which might
        be extremely often.  Basically just store the data, and set
        a flag requesting that the image be redrawn.

        Parameters
        ----------
        new_image : np.ndarray
            The new image data.  This can be a flat 1D array, or a 2D array.
        """
        if new_image is None or new_image.size == 0:
            return
        logging.debug("SpectrogramView Received New Image: Needs Redraw->True")
        self.image_waveform = new_image
        self.needs_redraw = True
        if not self._image_height and self._image_width:
            self._image_height = new_image.size / self._image_width
        elif not self._image_width and self._image_height:
            self._image_width = new_image.size / self._image_height

    @Slot(np.ndarray)
    @Slot(float)
    def xaxis_value_changed(self, new_array):
        """
        Callback invoked when the Image Width Channel value is changed.

        Parameters
        ----------
        new_array : np.ndarray
            The new x axis array
        """
        if new_array is None:
            return
        if isinstance(new_array, float):
            new_array = np.array([
                new_array,
            ])
        self._last_xaxis_data = new_array
        if self._reading_order == self.Clike:
            self._image_width = new_array.size
        else:
            self._image_height = new_array.size
        self.needs_redraw = True

    @Slot(np.ndarray)
    @Slot(float)
    def yaxis_value_changed(self, new_array):
        """
        Callback invoked when the TimeAxis Channel value is changed.

        Parameters
        ----------
        new_array : np.array
            The new y axis array
        """
        if new_array is None:
            return
        if isinstance(new_array, float):
            new_array = np.array([
                new_array,
            ])
        self._last_yaxis_data = new_array
        if self._reading_order == self.Fortranlike:
            self._image_width = new_array.size
        else:
            self._image_height = new_array.size
        self.needs_redraw = True

    @Slot(int)
    def roioffsetx_value_changed(self, new_offset):
        """
        Run when the ROIOffsetX Channel value changes.

        Parameters
        ----------
        new_offsetx : int
            The new image ROI horizontal offset

        """
        if new_offset is None:
            return
        self._roi_offsetx = new_offset
        self.redrawROI()

    @Slot(int)
    def roioffsety_value_changed(self, new_offset):
        """
        Run when the ROIOffsetY Channel value changes.

        Parameters
        ----------
        new_offsety : int
            The new image ROI vertical offset

        """
        if new_offset is None:
            return
        self._roi_offsety = new_offset
        self.redrawROI()

    @Slot(int)
    def roiwidth_value_changed(self, new_width):
        """
        Run when the ROIWidth Channel value changes.

        Parameters
        ----------
        new_width : int
            The new image ROI width

        """
        if new_width is None:
            return
        self._roi_width = int(new_width)
        self.redrawROI()

    @Slot(int)
    def roiheight_value_changed(self, new_height):
        """
        Run when the ROIHeight Channel value changes.

        Parameters
        ----------
        new_height : int
            The new image ROI height

        """
        if new_height is None:
            return
        self._roi_height = int(new_height)
        self.redrawROI()

    # --- Image update methods ---
    def process_image(self, image):
        """
        Boilerplate method.

        To be used by applications in order to add calculations and also modify
        the image before it is displayed at the widget.

        .. warning::
           This code runs in a separated QThread so it **MUST** not try to
           write to QWidgets.

        Parameters
        ----------
        image : np.ndarray
            The Image Data as a 2D numpy array

        Returns
        -------
        np.ndarray
            The Image Data as a 2D numpy array after processing.
        """
        return image

    def redrawImage(self):
        """
        Set the image data into the ImageItem, if needed.

        If necessary, reshape the image to 2D first.
        """
        if self.thread is not None and not self.thread.isFinished():
            logger.warning(
                "Image processing has taken longer than the refresh rate.")
            return
        self.thread = SpectrogramUpdateThread(self)
        self.thread.updateSignal.connect(self._updateDisplay)
        logging.debug("SpectrogramView RedrawImage Thread Launched")
        self.thread.start()

    @Slot(list)
    def _updateDisplay(self, data):
        logging.debug("SpectrogramView Update Display with new image")

        # Update axis
        if self._last_xaxis_data is not None:
            szx = self._last_xaxis_data.size
            xMin = self._last_xaxis_data.min()
            xMax = self._last_xaxis_data.max()
        else:
            szx = self.imageWidth if self.readingOrder == self.Clike \
                else self.imageHeight
            xMin = 0
            xMax = szx

        if self._last_yaxis_data is not None:
            szy = self._last_yaxis_data.size
            yMin = self._last_yaxis_data.min()
            yMax = self._last_yaxis_data.max()
        else:
            szy = self.imageHeight if self.readingOrder == self.Clike \
                else self.imageWidth
            yMin = 0
            yMax = szy

        self.xaxis.setRange(xMin, xMax)
        self.yaxis.setRange(yMin, yMax)
        self._view.setLimits(xMin=0,
                             xMax=szx,
                             yMin=0,
                             yMax=szy,
                             minXRange=szx,
                             maxXRange=szx,
                             minYRange=szy,
                             maxYRange=szy)

        # Update image
        if self.autoSetColorbarLims:
            self.colorbar.setLimits(data)
        mini, maxi = data[0], data[1]
        img = data[2]
        self._image_item.setLevels([mini, maxi])
        self._image_item.setImage(img,
                                  autoLevels=False,
                                  autoDownsample=self.autoDownsample)

    # ROI update methods
    def redrawROI(self):
        startx = self._roi_offsetx
        endx = self._roi_offsetx + self._roi_width
        starty = self._roi_offsety
        endy = self._roi_offsety + self._roi_height
        self.ROICurve.setData([startx, startx, endx, endx, startx],
                              [starty, endy, endy, starty, starty])

    def showROI(self, show):
        """Set ROI visibility."""
        pen = mkPen()
        if show:
            pen.setColor(self.ROIColor)
        else:
            pen.setColor(QColor('transparent'))
        self.ROICurve.setPen(pen)

    # --- Properties ---
    @Property(bool)
    def autoDownsample(self):
        """
        Return if we should or not apply the autoDownsample option.

        Return
        ------
        bool
        """
        return self._auto_downsample

    @autoDownsample.setter
    def autoDownsample(self, new_value):
        """
        Whether we should or not apply the autoDownsample option.

        Parameters
        ----------
        new_value: bool
        """
        if new_value != self._auto_downsample:
            self._auto_downsample = new_value

    @Property(bool)
    def autoSetColorbarLims(self):
        """
        Return if we should or not auto set colorbar limits.

        Return
        ------
        bool
        """
        return self._auto_colorbar_lims

    @autoSetColorbarLims.setter
    def autoSetColorbarLims(self, new_value):
        """
        Whether we should or not auto set colorbar limits.

        Parameters
        ----------
        new_value: bool
        """
        if new_value != self._auto_colorbar_lims:
            self._auto_colorbar_lims = new_value

    @Property(int)
    def imageWidth(self):
        """
        Return the width of the image.

        Return
        ------
        int
        """
        return self._image_width

    @imageWidth.setter
    def imageWidth(self, new_width):
        """
        Set the width of the image.

        Can be overridden by :attr:`xAxisChannel` and :attr:`yAxisChannel`.

        Parameters
        ----------
        new_width: int
        """
        boo = self._image_width != int(new_width)
        boo &= not self._xaxischannel
        boo &= not self._yaxischannel
        if boo:
            self._image_width = int(new_width)

    @Property(int)
    def imageHeight(self):
        """
        Return the height of the image.

        Return
        ------
        int
        """
        return self._image_height

    @Property(int)
    def ROIOffsetX(self):
        """
        Return the ROI offset in X axis in pixels.

        Return
        ------
        int
        """
        return self._roi_offsetx

    @ROIOffsetX.setter
    def ROIOffsetX(self, new_offset):
        """
        Set the ROI offset in X axis in pixels.

        Can be overridden by :attr:`ROIOffsetXChannel`.

        Parameters
        ----------
        new_offset: int
        """
        if new_offset is None:
            return
        boo = self._roi_offsetx != int(new_offset)
        boo &= not self._roioffsetxchannel
        if boo:
            self._roi_offsetx = int(new_offset)
            self.redrawROI()

    @Property(int)
    def ROIOffsetY(self):
        """
        Return the ROI offset in Y axis in pixels.

        Return
        ------
        int
        """
        return self._roi_offsety

    @ROIOffsetY.setter
    def ROIOffsetY(self, new_offset):
        """
        Set the ROI offset in Y axis in pixels.

        Can be overridden by :attr:`ROIOffsetYChannel`.

        Parameters
        ----------
        new_offset: int
        """
        if new_offset is None:
            return
        boo = self._roi_offsety != int(new_offset)
        boo &= not self._roioffsetychannel
        if boo:
            self._roi_offsety = int(new_offset)
            self.redrawROI()

    @Property(int)
    def ROIWidth(self):
        """
        Return the ROI width in pixels.

        Return
        ------
        int
        """
        return self._roi_width

    @ROIWidth.setter
    def ROIWidth(self, new_width):
        """
        Set the ROI width in pixels.

        Can be overridden by :attr:`ROIWidthChannel`.

        Parameters
        ----------
        new_width: int
        """
        if new_width is None:
            return
        boo = self._roi_width != int(new_width)
        boo &= not self._roiwidthchannel
        if boo:
            self._roi_width = int(new_width)
            self.redrawROI()

    @Property(int)
    def ROIHeight(self):
        """
        Return the ROI height in pixels.

        Return
        ------
        int
        """
        return self._roi_height

    @ROIHeight.setter
    def ROIHeight(self, new_height):
        """
        Set the ROI height in pixels.

        Can be overridden by :attr:`ROIHeightChannel`.

        Parameters
        ----------
        new_height: int
        """
        if new_height is None:
            return
        boo = self._roi_height != int(new_height)
        boo &= not self._roiheightchannel
        if boo:
            self._roi_height = int(new_height)
            self.redrawROI()

    @Property(bool)
    def normalizeData(self):
        """
        Return True if the colors are relative to data maximum and minimum.

        Returns
        -------
        bool
        """
        return self._normalize_data

    @normalizeData.setter
    @Slot(bool)
    def normalizeData(self, new_norm):
        """
        Define if the colors are relative to minimum and maximum of the data.

        Parameters
        ----------
        new_norm: bool
        """
        if self._normalize_data != new_norm:
            self._normalize_data = new_norm

    @Property(ReadingOrder)
    def readingOrder(self):
        """
        Return the reading order of the :attr:`imageChannel` array.

        Returns
        -------
        ReadingOrder
        """
        return self._reading_order

    @readingOrder.setter
    def readingOrder(self, order):
        """
        Set reading order of the :attr:`imageChannel` array.

        Parameters
        ----------
        order: ReadingOrder
        """
        if self._reading_order != order:
            self._reading_order = order

        if order == self.Clike:
            if self._last_xaxis_data is not None:
                self._image_width = self._last_xaxis_data.size
            if self._last_yaxis_data is not None:
                self._image_height = self._last_yaxis_data.size
        elif order == self.Fortranlike:
            if self._last_yaxis_data is not None:
                self._image_width = self._last_yaxis_data.size
            if self._last_xaxis_data is not None:
                self._image_height = self._last_xaxis_data.size

    @Property(int)
    def maxRedrawRate(self):
        """
        The maximum rate (in Hz) at which the plot will be redrawn.

        The plot will not be redrawn if there is not new data to draw.

        Returns
        -------
        int
        """
        return self._redraw_rate

    @maxRedrawRate.setter
    def maxRedrawRate(self, redraw_rate):
        """
        The maximum rate (in Hz) at which the plot will be redrawn.

        The plot will not be redrawn if there is not new data to draw.

        Parameters
        -------
        redraw_rate : int
        """
        self._redraw_rate = redraw_rate
        self.redraw_timer.setInterval(int((1.0 / self._redraw_rate) * 1000))

    # --- Events rederivations ---
    def keyPressEvent(self, ev):
        """Handle keypress events."""
        return

    def mouseMoveEvent(self, ev):
        if not self._image_item.width() or not self._image_item.height():
            super().mouseMoveEvent(ev)
            return
        pos = ev.pos()
        posaux = self._image_item.mapFromDevice(ev.pos())
        if posaux.x() < 0 or posaux.x() >= self._image_item.width() or \
                posaux.y() < 0 or posaux.y() >= self._image_item.height():
            super().mouseMoveEvent(ev)
            return

        pos_scene = self._view.mapSceneToView(pos)
        x = round(pos_scene.x())
        y = round(pos_scene.y())

        if self.xAxisChannel and self._last_xaxis_data is not None:
            maxx = len(self._last_xaxis_data) - 1
            x = x if x < maxx else maxx
            valx = self._last_xaxis_data[x]
        else:
            valx = x

        if self.yAxisChannel and self._last_yaxis_data is not None:
            maxy = len(self._last_yaxis_data) - 1
            y = y if y < maxy else maxy
            valy = self._last_yaxis_data[y]
        else:
            valy = y

        txt = self.format_tooltip.format(valx, valy)
        QToolTip.showText(self.mapToGlobal(pos), txt, self, self.geometry(),
                          5000)
        super().mouseMoveEvent(ev)

    # --- Channels ---
    @Property(str)
    def imageChannel(self):
        """
        The channel address in use for the image data .

        Returns
        -------
        str
            Channel address
        """
        if self._imagechannel:
            return str(self._imagechannel.address)
        else:
            return ''

    @imageChannel.setter
    def imageChannel(self, value):
        """
        The channel address in use for the image data .

        Parameters
        ----------
        value : str
            Channel address
        """
        if self._imagechannel != value:
            # Disconnect old channel
            if self._imagechannel:
                self._imagechannel.disconnect()
            # Create and connect new channel
            self._imagechannel = PyDMChannel(
                address=value,
                connection_slot=self.image_connection_state_changed,
                value_slot=self.image_value_changed,
                severity_slot=self.alarmSeverityChanged)
            self._channels[0] = self._imagechannel
            self._imagechannel.connect()

    @Property(str)
    def xAxisChannel(self):
        """
        The channel address in use for the x-axis of image.

        Returns
        -------
        str
            Channel address
        """
        if self._xaxischannel:
            return str(self._xaxischannel.address)
        else:
            return ''

    @xAxisChannel.setter
    def xAxisChannel(self, value):
        """
        The channel address in use for the x-axis of image.

        Parameters
        ----------
        value : str
            Channel address
        """
        if self._xaxischannel != value:
            # Disconnect old channel
            if self._xaxischannel:
                self._xaxischannel.disconnect()
            # Create and connect new channel
            self._xaxischannel = PyDMChannel(
                address=value,
                connection_slot=self.connectionStateChanged,
                value_slot=self.xaxis_value_changed,
                severity_slot=self.alarmSeverityChanged)
            self._channels[1] = self._xaxischannel
            self._xaxischannel.connect()

    @Property(str)
    def yAxisChannel(self):
        """
        The channel address in use for the time axis.

        Returns
        -------
        str
            Channel address
        """
        if self._yaxischannel:
            return str(self._yaxischannel.address)
        else:
            return ''

    @yAxisChannel.setter
    def yAxisChannel(self, value):
        """
        The channel address in use for the time axis.

        Parameters
        ----------
        value : str
            Channel address
        """
        if self._yaxischannel != value:
            # Disconnect old channel
            if self._yaxischannel:
                self._yaxischannel.disconnect()
            # Create and connect new channel
            self._yaxischannel = PyDMChannel(
                address=value,
                connection_slot=self.yaxis_connection_state_changed,
                value_slot=self.yaxis_value_changed,
                severity_slot=self.alarmSeverityChanged)
            self._channels[2] = self._yaxischannel
            self._yaxischannel.connect()

    @Property(str)
    def ROIOffsetXChannel(self):
        """
        Return the channel address in use for the image ROI horizontal offset.

        Returns
        -------
        str
            Channel address

        """
        if self._roioffsetxchannel:
            return str(self._roioffsetxchannel.address)
        else:
            return ''

    @ROIOffsetXChannel.setter
    def ROIOffsetXChannel(self, value):
        """
        Return the channel address in use for the image ROI horizontal offset.

        Parameters
        ----------
        value : str
            Channel address

        """
        if self._roioffsetxchannel != value:
            # Disconnect old channel
            if self._roioffsetxchannel:
                self._roioffsetxchannel.disconnect()
            # Create and connect new channel
            self._roioffsetxchannel = PyDMChannel(
                address=value,
                connection_slot=self.roioffsetx_connection_state_changed,
                value_slot=self.roioffsetx_value_changed,
                severity_slot=self.alarmSeverityChanged)
            self._channels[3] = self._roioffsetxchannel
            self._roioffsetxchannel.connect()

    @Property(str)
    def ROIOffsetYChannel(self):
        """
        Return the channel address in use for the image ROI vertical offset.

        Returns
        -------
        str
            Channel address

        """
        if self._roioffsetychannel:
            return str(self._roioffsetychannel.address)
        else:
            return ''

    @ROIOffsetYChannel.setter
    def ROIOffsetYChannel(self, value):
        """
        Return the channel address in use for the image ROI vertical offset.

        Parameters
        ----------
        value : str
            Channel address

        """
        if self._roioffsetychannel != value:
            # Disconnect old channel
            if self._roioffsetychannel:
                self._roioffsetychannel.disconnect()
            # Create and connect new channel
            self._roioffsetychannel = PyDMChannel(
                address=value,
                connection_slot=self.roioffsety_connection_state_changed,
                value_slot=self.roioffsety_value_changed,
                severity_slot=self.alarmSeverityChanged)
            self._channels[4] = self._roioffsetychannel
            self._roioffsetychannel.connect()

    @Property(str)
    def ROIWidthChannel(self):
        """
        Return the channel address in use for the image ROI width.

        Returns
        -------
        str
            Channel address

        """
        if self._roiwidthchannel:
            return str(self._roiwidthchannel.address)
        else:
            return ''

    @ROIWidthChannel.setter
    def ROIWidthChannel(self, value):
        """
        Return the channel address in use for the image ROI width.

        Parameters
        ----------
        value : str
            Channel address

        """
        if self._roiwidthchannel != value:
            # Disconnect old channel
            if self._roiwidthchannel:
                self._roiwidthchannel.disconnect()
            # Create and connect new channel
            self._roiwidthchannel = PyDMChannel(
                address=value,
                connection_slot=self.roiwidth_connection_state_changed,
                value_slot=self.roiwidth_value_changed,
                severity_slot=self.alarmSeverityChanged)
            self._channels[5] = self._roiwidthchannel
            self._roiwidthchannel.connect()

    @Property(str)
    def ROIHeightChannel(self):
        """
        Return the channel address in use for the image ROI height.

        Returns
        -------
        str
            Channel address

        """
        if self._roiheightchannel:
            return str(self._roiheightchannel.address)
        else:
            return ''

    @ROIHeightChannel.setter
    def ROIHeightChannel(self, value):
        """
        Return the channel address in use for the image ROI height.

        Parameters
        ----------
        value : str
            Channel address

        """
        if self._roiheightchannel != value:
            # Disconnect old channel
            if self._roiheightchannel:
                self._roiheightchannel.disconnect()
            # Create and connect new channel
            self._roiheightchannel = PyDMChannel(
                address=value,
                connection_slot=self.roiheight_connection_state_changed,
                value_slot=self.roiheight_value_changed,
                severity_slot=self.alarmSeverityChanged)
            self._channels[6] = self._roiheightchannel
            self._roiheightchannel.connect()

    def channels(self):
        """
        Return the channels being used for this Widget.

        Returns
        -------
        channels : list
            List of PyDMChannel objects
        """
        return self._channels

    def channels_for_tools(self):
        """Return channels for tools."""
        return [self._imagechannel]
Beispiel #6
0
class PyDMImageView(ImageView, PyDMWidget, PyDMColorMap, ReadingOrder):
    """
    A PyQtGraph ImageView with support for Channels and more from PyDM.

    If there is no :attr:`channelWidth` it is possible to define the width of
    the image with the :attr:`width` property.

    The :attr:`normalizeData` property defines if the colors of the images are
    relative to the :attr:`colorMapMin` and :attr:`colorMapMax` property or to
    the minimum and maximum values of the image.

    Use the :attr:`newImageSignal` to hook up to a signal that is emitted when a new
    image is rendered in the widget.

    Parameters
    ----------
    parent : QWidget
        The parent widget for the Label
    image_channel : str, optional
        The channel to be used by the widget for the image data.
    width_channel : str, optional
        The channel to be used by the widget to receive the image width
        information
    """

    ReadingOrder = ReadingOrder

    Q_ENUMS(ReadingOrder)
    Q_ENUMS(PyDMColorMap)

    color_maps = cmaps

    def __init__(self, parent=None, image_channel=None, width_channel=None):
        """Initialize widget."""
        ImageView.__init__(self, parent)
        PyDMWidget.__init__(self)
        self._channels = [None, None]
        self.thread = None
        self.axes = dict({'t': None, "x": 0, "y": 1, "c": None})
        self._imagechannel = None
        self._widthchannel = None
        self.image_waveform = np.zeros(0)
        self._image_width = 0
        self._normalize_data = False
        self._auto_downsample = True

        # Hide some itens of the widget.
        self.ui.histogram.hide()
        self.getImageItem().sigImageChanged.disconnect(
            self.ui.histogram.imageChanged)
        self.ui.roiBtn.hide()
        self.ui.menuBtn.hide()

        # Set color map limits.
        self.cm_min = 0.0
        self.cm_max = 255.0

        # Set default reading order of numpy array data to Fortranlike.
        self._reading_order = ReadingOrder.Fortranlike

        # Make a right-click menu for changing the color map.
        self.cm_group = QActionGroup(self)
        self.cmap_for_action = {}
        for cm in self.color_maps:
            action = self.cm_group.addAction(cmap_names[cm])
            action.setCheckable(True)
            self.cmap_for_action[action] = cm

        # Set the default colormap.
        self._colormap = PyDMColorMap.Inferno
        self._cm_colors = None
        self.colorMap = self._colormap

        # Setup the redraw timer.
        self.needs_redraw = False
        self.redraw_timer = QTimer(self)
        self.redraw_timer.timeout.connect(self.redrawImage)
        self._redraw_rate = 30
        self.maxRedrawRate = self._redraw_rate
        self.newImageSignal = self.getImageItem().sigImageChanged
        # Set live channels if requested on initialization
        if image_channel:
            self.imageChannel = image_channel or ''
        if width_channel:
            self.widthChannel = width_channel or ''

    @Property(str, designable=False)
    def channel(self):
        return

    @channel.setter
    def channel(self, ch):
        logger.info("Use the imageChannel property with the ImageView widget.")
        return

    def widget_ctx_menu(self):
        """
        Fetch the Widget specific context menu.

        It will be populated with additional tools by `assemble_tools_menu`.

        Returns
        -------
        QMenu or None
            If the return of this method is None a new QMenu will be created by
            `assemble_tools_menu`.
        """
        self.menu = ViewBoxMenu(self.getView())
        cm_menu = self.menu.addMenu("Color Map")
        for act in self.cmap_for_action.keys():
            cm_menu.addAction(act)
        cm_menu.triggered.connect(self._changeColorMap)
        return self.menu

    def _changeColorMap(self, action):
        """
        Method invoked by the colormap Action Menu.

        Changes the current colormap used to render the image.

        Parameters
        ----------
        action : QAction
        """
        self.colorMap = self.cmap_for_action[action]

    @Property(float)
    def colorMapMin(self):
        """
        Minimum value for the colormap.

        Returns
        -------
        float
        """
        return self.cm_min

    @colorMapMin.setter
    @Slot(float)
    def colorMapMin(self, new_min):
        """
        Set the minimum value for the colormap.

        Parameters
        ----------
        new_min : float
        """
        if self.cm_min != new_min:
            self.cm_min = new_min
            if self.cm_min > self.cm_max:
                self.cm_max = self.cm_min

    @Property(float)
    def colorMapMax(self):
        """
        Maximum value for the colormap.

        Returns
        -------
        float
        """
        return self.cm_max

    @colorMapMax.setter
    @Slot(float)
    def colorMapMax(self, new_max):
        """
        Set the maximum value for the colormap.

        Parameters
        ----------
        new_max : float
        """
        if self.cm_max != new_max:
            self.cm_max = new_max
            if self.cm_max < self.cm_min:
                self.cm_min = self.cm_max

    def setColorMapLimits(self, mn, mx):
        """
        Set the limit values for the colormap.

        Parameters
        ----------
        mn : int
            The lower limit
        mx : int
            The upper limit
        """
        if mn >= mx:
            return
        self.cm_max = mx
        self.cm_min = mn

    @Property(PyDMColorMap)
    def colorMap(self):
        """
        Return the color map used by the ImageView.

        Returns
        -------
        PyDMColorMap
        """
        return self._colormap

    @colorMap.setter
    def colorMap(self, new_cmap):
        """
        Set the color map used by the ImageView.

        Parameters
        -------
        new_cmap : PyDMColorMap
        """
        self._colormap = new_cmap
        self._cm_colors = self.color_maps[new_cmap]
        self.setColorMap()
        for action in self.cm_group.actions():
            if self.cmap_for_action[action] == self._colormap:
                action.setChecked(True)
            else:
                action.setChecked(False)

    def setColorMap(self, cmap=None):
        """
        Update the image colormap.

        Parameters
        ----------
        cmap : ColorMap
        """
        if not cmap:
            if not self._cm_colors.any():
                return
            # Take default values
            pos = np.linspace(0.0, 1.0, num=len(self._cm_colors))
            cmap = ColorMap(pos, self._cm_colors)
        self.getView().setBackgroundColor(cmap.map(0))
        lut = cmap.getLookupTable(0.0, 1.0, alpha=False)
        self.getImageItem().setLookupTable(lut)

    @Slot(bool)
    def image_connection_state_changed(self, conn):
        """
        Callback invoked when the Image Channel connection state is changed.

        Parameters
        ----------
        conn : bool
            The new connection state.
        """
        if conn:
            self.redraw_timer.start()
        else:
            self.redraw_timer.stop()

    @Slot(np.ndarray)
    def image_value_changed(self, new_image):
        """
        Callback invoked when the Image Channel value is changed.

        We try to do as little as possible in this method, because it
        gets called every time the image channel updates, which might
        be extremely often.  Basically just store the data, and set
        a flag requesting that the image be redrawn.

        Parameters
        ----------
        new_image : np.ndarray
            The new image data.  This can be a flat 1D array, or a 2D array.
        """
        if new_image is None or new_image.size == 0:
            return
        logging.debug("ImageView Received New Image - Needs Redraw -> True")
        self.image_waveform = new_image
        self.needs_redraw = True

    @Slot(int)
    def image_width_changed(self, new_width):
        """
        Callback invoked when the Image Width Channel value is changed.

        Parameters
        ----------
        new_width : int
            The new image width
        """
        if new_width is None:
            return
        self._image_width = int(new_width)

    def process_image(self, image):
        """
        Boilerplate method to be used by applications in order to
        add calculations and also modify the image before it is
        displayed at the widget.

        .. warning::
           This code runs in a separated QThread so it **MUST** not try to write
           to QWidgets.

        Parameters
        ----------
        image : np.ndarray
            The Image Data as a 2D numpy array

        Returns
        -------
        np.ndarray
            The Image Data as a 2D numpy array after processing.
        """
        return image

    def redrawImage(self):
        """
        Set the image data into the ImageItem, if needed.

        If necessary, reshape the image to 2D first.
        """
        if self.thread is not None and not self.thread.isFinished():
            logger.warning(
                "Image processing has taken longer than the refresh rate.")
            return
        self.thread = ImageUpdateThread(self)
        self.thread.updateSignal.connect(self.__updateDisplay)
        logging.debug("ImageView RedrawImage Thread Launched")
        self.thread.start()

    @Slot(list)
    def __updateDisplay(self, data):
        logging.debug("ImageView Update Display with new image")
        mini, maxi = data[0], data[1]
        img = data[2]
        self.getImageItem().setLevels([mini, maxi])
        self.getImageItem().setImage(
            img,
            autoLevels=False,
            autoDownsample=self.autoDownsample)

    @Property(bool)
    def autoDownsample(self):
        """
        Return if we should or not apply the
        autoDownsample option to PyQtGraph.

        Return
        ------
        bool
        """
        return self._auto_downsample

    @autoDownsample.setter
    def autoDownsample(self, new_value):
        """
        Whether we should or not apply the
        autoDownsample option to PyQtGraph.

        Parameters
        ----------
        new_value: bool
        """
        if new_value != self._auto_downsample:
            self._auto_downsample = new_value

    @Property(int)
    def imageWidth(self):
        """
        Return the width of the image.

        Return
        ------
        int
        """
        return self._image_width

    @imageWidth.setter
    def imageWidth(self, new_width):
        """
        Set the width of the image.

        Can be overridden by :attr:`widthChannel`.

        Parameters
        ----------
        new_width: int
        """
        if (self._image_width != int(new_width) and
                (self._widthchannel is None or self._widthchannel == '')):
            self._image_width = int(new_width)

    @Property(bool)
    def normalizeData(self):
        """
        Return True if the colors are relative to data maximum and minimum.

        Returns
        -------
        bool
        """
        return self._normalize_data

    @normalizeData.setter
    @Slot(bool)
    def normalizeData(self, new_norm):
        """
        Define if the colors are relative to minimum and maximum of the data.

        Parameters
        ----------
        new_norm: bool
        """
        if self._normalize_data != new_norm:
            self._normalize_data = new_norm

    @Property(ReadingOrder)
    def readingOrder(self):
        """
        Return the reading order of the :attr:`imageChannel` array.

        Returns
        -------
        ReadingOrder
        """
        return self._reading_order

    @readingOrder.setter
    def readingOrder(self, new_order):
        """
        Set reading order of the :attr:`imageChannel` array.

        Parameters
        ----------
        new_order: ReadingOrder
        """
        if self._reading_order != new_order:
            self._reading_order = new_order

    def keyPressEvent(self, ev):
        """Handle keypress events."""
        return

    @Property(str)
    def imageChannel(self):
        """
        The channel address in use for the image data .

        Returns
        -------
        str
            Channel address
        """
        if self._imagechannel:
            return str(self._imagechannel.address)
        else:
            return ''

    @imageChannel.setter
    def imageChannel(self, value):
        """
        The channel address in use for the image data .

        Parameters
        ----------
        value : str
            Channel address
        """
        if self._imagechannel != value:
            # Disconnect old channel
            if self._imagechannel:
                self._imagechannel.disconnect()
            # Create and connect new channel
            self._imagechannel = PyDMChannel(
                            address=value,
                            connection_slot=self.image_connection_state_changed,
                            value_slot=self.image_value_changed,
                            severity_slot=self.alarmSeverityChanged)
            self._channels[0] = self._imagechannel
            self._imagechannel.connect()

    @Property(str)
    def widthChannel(self):
        """
        The channel address in use for the image width .

        Returns
        -------
        str
            Channel address
        """
        if self._widthchannel:
            return str(self._widthchannel.address)
        else:
            return ''

    @widthChannel.setter
    def widthChannel(self, value):
        """
        The channel address in use for the image width .

        Parameters
        ----------
        value : str
            Channel address
        """
        if self._widthchannel != value:
            # Disconnect old channel
            if self._widthchannel:
                self._widthchannel.disconnect()
            # Create and connect new channel
            self._widthchannel = PyDMChannel(
                            address=value,
                            connection_slot=self.connectionStateChanged,
                            value_slot=self.image_width_changed,
                            severity_slot=self.alarmSeverityChanged)
            self._channels[1] = self._widthchannel
            self._widthchannel.connect()


    def channels(self):
        """
        Return the channels being used for this Widget.

        Returns
        -------
        channels : list
            List of PyDMChannel objects
        """
        return self._channels

    def channels_for_tools(self):
        """Return channels for tools."""
        return [self._imagechannel]

    @Property(int)
    def maxRedrawRate(self):
        """
        The maximum rate (in Hz) at which the plot will be redrawn.

        The plot will not be redrawn if there is not new data to draw.

        Returns
        -------
        int
        """
        return self._redraw_rate

    @maxRedrawRate.setter
    def maxRedrawRate(self, redraw_rate):
        """
        The maximum rate (in Hz) at which the plot will be redrawn.

        The plot will not be redrawn if there is not new data to draw.

        Parameters
        -------
        redraw_rate : int
        """
        self._redraw_rate = redraw_rate
        self.redraw_timer.setInterval(int((1.0 / self._redraw_rate) * 1000))