コード例 #1
0
    def __init__(self, pixmap, title="", parent=None):
        QGraphicsWidget.__init__(self, parent)

        self._title = None
        self._size = QSizeF()

        layout = QGraphicsLinearLayout(Qt.Vertical, self)
        layout.setSpacing(2)
        layout.setContentsMargins(5, 5, 5, 5)
        self.setContentsMargins(0, 0, 0, 0)

        self.pixmapWidget = GraphicsPixmapWidget(pixmap, self)
        self.labelWidget = GraphicsTextWidget(title, self)

        layout.addItem(self.pixmapWidget)
        layout.addItem(self.labelWidget)

        layout.setAlignment(self.pixmapWidget, Qt.AlignCenter)
        layout.setAlignment(self.labelWidget, Qt.AlignHCenter | Qt.AlignBottom)
        self.setLayout(layout)

        self.setSizePolicy(QSizePolicy.MinimumExpanding,
                           QSizePolicy.MinimumExpanding)

        self.setFlag(QGraphicsItem.ItemIsSelectable, True)
        self.setTitle(title)
        self.setTitleWidth(100)
コード例 #2
0
ファイル: owimageviewer.py プロジェクト: waqarini/orange3
    def __init__(self, pixmap, title="", parentItem=None, **kwargs):
        super().__init__(parentItem, **kwargs)
        self.setFocusPolicy(Qt.StrongFocus)
        self._title = None
        self._size = QSizeF()

        layout = QGraphicsLinearLayout(Qt.Vertical, self)
        layout.setSpacing(2)
        layout.setContentsMargins(5, 5, 5, 5)
        self.setContentsMargins(0, 0, 0, 0)

        self.pixmapWidget = GraphicsPixmapWidget(pixmap, self)
        self.labelWidget = GraphicsTextWidget(title, self)

        layout.addItem(self.pixmapWidget)
        layout.addItem(self.labelWidget)
        layout.addStretch()
        layout.setAlignment(self.pixmapWidget, Qt.AlignCenter)
        layout.setAlignment(self.labelWidget, Qt.AlignHCenter | Qt.AlignBottom)

        self.setLayout(layout)

        self.setSizePolicy(QSizePolicy.Minimum, QSizePolicy.Minimum)

        self.setFlag(QGraphicsItem.ItemIsSelectable, True)

        self.setTitle(title)
        self.setTitleWidth(100)
コード例 #3
0
ファイル: owimageviewer.py プロジェクト: TimothyXie/orange3
    def __init__(self, pixmap, title="", parent=None):
        QGraphicsWidget.__init__(self, parent)

        self._title = None
        self._size = QSizeF()

        layout = QGraphicsLinearLayout(Qt.Vertical, self)
        layout.setSpacing(2)
        layout.setContentsMargins(5, 5, 5, 5)
        self.setContentsMargins(0, 0, 0, 0)

        self.pixmapWidget = GraphicsPixmapWidget(pixmap, self)
        self.labelWidget = GraphicsTextWidget(title, self)

        layout.addItem(self.pixmapWidget)
        layout.addItem(self.labelWidget)

        layout.setAlignment(self.pixmapWidget, Qt.AlignCenter)
        layout.setAlignment(self.labelWidget, Qt.AlignHCenter | Qt.AlignBottom)
        self.setLayout(layout)

        self.setSizePolicy(QSizePolicy.MinimumExpanding,
                           QSizePolicy.MinimumExpanding)

        self.setFlag(QGraphicsItem.ItemIsSelectable, True)
        self.setTitle(title)
        self.setTitleWidth(100)
コード例 #4
0
ファイル: main.py プロジェクト: grissiom/plasmoid
class TurnOffScreen(plasmascript.Applet):
	def __init__(self, parent, args = None):
		plasmascript.Applet.__init__(self, parent)

	def init(self):
                #TODO: have a configuration interface to set keybroad shortcut
		#self.setHasConfigurationInterface(True)
		self.setAspectRatioMode(Plasma.ConstrainedSquare)
                self.setBackgroundHints(self.NoBackground)

                self.sessionBus = dbus.SessionBus()
                self.powerdevil = self.sessionBus.get_object('org.freedesktop.PowerManagement',
                                                             '/modules/powerdevil')

                self.icon= Plasma.IconWidget(KIcon('preferences-desktop-screensaver'), '', self.applet)
                if KGlobalSettings.singleClick():
                        self.connect(self.icon, SIGNAL('clicked()'), self.turn_off_screen)
                else:
                        self.connect(self.icon, SIGNAL('doubleClicked()'), self.turn_off_screen)
                self.connect(self, SIGNAL('active()'), self.turn_off_screen)

                self.layout = QGraphicsLinearLayout(self.applet)
                self.layout.setContentsMargins(0, 0, 0, 0)
                self.layout.setSpacing(0)
                self.layout.addItem(self.icon)
                self.setLayout(self.layout)
                self.resize(25, 25)

        #def showConfigurationInterface(self):
        #        self.con_short = KShortcutWidget(None)
        #        self.con_short.show()

        def turn_off_screen(self):
                self.powerdevil.turnOffScreen(dbus_interface='org.kde.PowerDevil')
コード例 #5
0
 def __init__(self, labels=[], orientation=Qt.Vertical, alignment=Qt.AlignCenter, parent=None):
     QGraphicsWidget.__init__(self, parent)
     layout = QGraphicsLinearLayout(orientation)
     layout.setContentsMargins(0, 0, 0, 0)
     layout.setSpacing(0)
     self.setLayout(layout)
     self.orientation = orientation
     self.alignment = alignment
     self.setSizePolicy(QSizePolicy.Expanding, QSizePolicy.Expanding)
     self.label_items = []
     self.set_labels(labels)
コード例 #6
0
 def __init__(self, labels=[], orientation=Qt.Vertical, parent=None):
     QGraphicsWidget.__init__(self, parent)
     layout = QGraphicsLinearLayout(orientation)
     layout.setContentsMargins(0, 0, 0, 0)
     layout.setSpacing(0)
     self.setLayout(layout)
     self.orientation = orientation
     self.alignment = Qt.AlignCenter
     self.setSizePolicy(QSizePolicy.Expanding, QSizePolicy.Expanding)
     self.label_items = []
     self.set_labels(labels)
コード例 #7
0
ファイル: main.py プロジェクト: triffid/plasmoid
class TurnOffScreen(plasmascript.Applet):
    def __init__(self, parent, args=None):
        plasmascript.Applet.__init__(self, parent)

    def init(self):
        #TODO: have a configuration interface to set keybroad shortcut
        #self.setHasConfigurationInterface(True)
        self.setAspectRatioMode(Plasma.ConstrainedSquare)
        self.setBackgroundHints(self.NoBackground)

        self.sessionBus = dbus.SessionBus()
        self.powerdevil = self.sessionBus.get_object(
            'org.freedesktop.PowerManagement', '/modules/powerdevil')

        self.icon = Plasma.IconWidget(KIcon('preferences-desktop-screensaver'),
                                      '', self.applet)
        if KGlobalSettings.singleClick():
            self.connect(self.icon, SIGNAL('clicked()'), self.turn_off_screen)
        else:
            self.connect(self.icon, SIGNAL('doubleClicked()'),
                         self.turn_off_screen)
        self.connect(self, SIGNAL('active()'), self.turn_off_screen)

        self.layout = QGraphicsLinearLayout(self.applet)
        self.layout.setContentsMargins(0, 0, 0, 0)
        self.layout.setSpacing(0)
        self.layout.addItem(self.icon)
        self.setLayout(self.layout)
        self.resize(25, 25)

#def showConfigurationInterface(self):
#        self.con_short = KShortcutWidget(None)
#        self.con_short.show()

    def turn_off_screen(self):
        self.powerdevil.turnOffScreen(dbus_interface='org.kde.PowerDevil')
コード例 #8
0
class OWHierarchicalClustering(widget.OWWidget):
    name = "Hierarchical Clustering"
    description = ("Hierarchical clustering based on distance matrix, and "
                   "a dendrogram viewer.")
    icon = "icons/HierarchicalClustering.svg"
    priority = 2100

    inputs = [("Distances", Orange.misc.DistMatrix, "set_distances")]

    outputs = [("Selected Data", Orange.data.Table),
               ("Other Data", Orange.data.Table)]

    #: Selected linkage
    linkage = settings.Setting(1)
    #: Index of the selected annotation item (variable, ...)
    annotation_idx = settings.Setting(0)
    #: Selected tree pruning (none/max depth)
    pruning = settings.Setting(0)
    #: Maximum depth when max depth pruning is selected
    max_depth = settings.Setting(10)

    #: Selected cluster selection method (none, cut distance, top n)
    selection_method = settings.Setting(0)
    #: Cut height ratio wrt root height
    cut_ratio = settings.Setting(75.0)
    #: Number of top clusters to select
    top_n = settings.Setting(3)

    append_clusters = settings.Setting(True)
    cluster_role = settings.Setting(2)
    cluster_name = settings.Setting("Cluster")
    autocommit = settings.Setting(False)

    #: Cluster variable domain role
    AttributeRole, ClassRole, MetaRole = 0, 1, 2

    def __init__(self, parent=None):
        super().__init__(parent)

        self.matrix = None
        self.items = None
        self.linkmatrix = None
        self.root = None
        self._displayed_root = None
        self.cutoff_height = 0.0
        self._invalidated = False

        gui.comboBox(gui.widgetBox(self.controlArea, "Linkage"),
                     self,
                     "linkage",
                     items=LINKAGE,
                     callback=self._invalidate_clustering)

        box = gui.widgetBox(self.controlArea, "Annotation")
        self.label_cb = gui.comboBox(box,
                                     self,
                                     "annotation_idx",
                                     callback=self._update_labels)

        self.label_cb.setModel(itemmodels.VariableListModel())
        self.label_cb.model()[:] = ["None", "Enumeration"]

        box = gui.radioButtons(self.controlArea,
                               self,
                               "pruning",
                               box="Pruning",
                               callback=self._invalidate_pruning)
        grid = QGridLayout()
        box.layout().addLayout(grid)
        grid.addWidget(gui.appendRadioButton(box, "None", addToLayout=False),
                       0, 0)
        self.max_depth_spin = gui.spin(box,
                                       self,
                                       "max_depth",
                                       minv=1,
                                       maxv=100,
                                       callback=self._invalidate_pruning,
                                       keyboardTracking=False)

        grid.addWidget(
            gui.appendRadioButton(box, "Max depth", addToLayout=False), 1, 0)
        grid.addWidget(self.max_depth_spin, 1, 1)

        box = gui.radioButtons(self.controlArea,
                               self,
                               "selection_method",
                               box="Selection",
                               callback=self._selection_method_changed)

        grid = QGridLayout()
        box.layout().addLayout(grid)
        grid.addWidget(gui.appendRadioButton(box, "Manual", addToLayout=False),
                       0, 0)
        grid.addWidget(
            gui.appendRadioButton(box, "Height ratio", addToLayout=False), 1,
            0)
        self.cut_ratio_spin = gui.spin(box,
                                       self,
                                       "cut_ratio",
                                       0,
                                       100,
                                       step=1e-1,
                                       spinType=float,
                                       callback=self._selection_method_changed)
        self.cut_ratio_spin.setSuffix("%")

        grid.addWidget(self.cut_ratio_spin, 1, 1)

        grid.addWidget(gui.appendRadioButton(box, "Top N", addToLayout=False),
                       2, 0)
        self.top_n_spin = gui.spin(box,
                                   self,
                                   "top_n",
                                   1,
                                   20,
                                   callback=self._selection_method_changed)
        grid.addWidget(self.top_n_spin, 2, 1)
        box.layout().addLayout(grid)

        self.controlArea.layout().addStretch()

        box = gui.widgetBox(self.controlArea, "Output")
        gui.checkBox(box,
                     self,
                     "append_clusters",
                     "Append cluster IDs",
                     callback=self._invalidate_output)

        ibox = gui.indentedBox(box)
        name_edit = gui.lineEdit(ibox, self, "cluster_name")
        name_edit.editingFinished.connect(self._invalidate_output)

        cb = gui.comboBox(
            ibox,
            self,
            "cluster_role",
            callback=self._invalidate_output,
            items=["Attribute", "Class variable", "Meta variable"])
        form = QFormLayout(fieldGrowthPolicy=QFormLayout.AllNonFixedFieldsGrow,
                           labelAlignment=Qt.AlignLeft,
                           spacing=8)
        form.addRow("Name", name_edit)
        form.addRow("Place", cb)

        ibox.layout().addSpacing(5)
        ibox.layout().addLayout(form)
        ibox.layout().addSpacing(5)

        cb = gui.checkBox(box, self, "autocommit", "Commit automatically")
        b = gui.button(box, self, "Commit", callback=self.commit, default=True)
        gui.setStopper(self, b, cb, "_invalidated", callback=self.commit)

        self.scene = QGraphicsScene()
        self.view = QGraphicsView(
            self.scene,
            horizontalScrollBarPolicy=Qt.ScrollBarAlwaysOff,
            verticalScrollBarPolicy=Qt.ScrollBarAlwaysOn,
            alignment=Qt.AlignLeft | Qt.AlignVCenter)

        def axis_view(orientation):
            ax = pg.AxisItem(orientation=orientation, maxTickLength=7)
            scene = QGraphicsScene()
            scene.addItem(ax)
            view = QGraphicsView(
                scene,
                horizontalScrollBarPolicy=Qt.ScrollBarAlwaysOff,
                verticalScrollBarPolicy=Qt.ScrollBarAlwaysOn,
                alignment=Qt.AlignLeft | Qt.AlignVCenter)
            view.setFixedHeight(ax.size().height())
            ax.line = SliderLine(orientation=Qt.Horizontal,
                                 length=ax.size().height())
            scene.addItem(ax.line)
            return view, ax

        self.top_axis_view, self.top_axis = axis_view("top")
        self.mainArea.layout().setSpacing(1)
        self.mainArea.layout().addWidget(self.top_axis_view)
        self.mainArea.layout().addWidget(self.view)
        self.bottom_axis_view, self.bottom_axis = axis_view("bottom")
        self.mainArea.layout().addWidget(self.bottom_axis_view)

        self._main_graphics = QGraphicsWidget()
        self._main_layout = QGraphicsLinearLayout(Qt.Horizontal)
        self._main_layout.setSpacing(1)

        self._main_graphics.setLayout(self._main_layout)
        self.scene.addItem(self._main_graphics)

        self.dendrogram = DendrogramWidget()
        self.dendrogram.setSizePolicy(QSizePolicy.MinimumExpanding,
                                      QSizePolicy.MinimumExpanding)
        self.dendrogram.selectionChanged.connect(self._invalidate_output)
        self.dendrogram.selectionEdited.connect(self._selection_edited)

        fm = self.fontMetrics()
        self.dendrogram.setContentsMargins(5,
                                           fm.lineSpacing() / 2, 5,
                                           fm.lineSpacing() / 2)
        self.labels = GraphicsSimpleTextList()
        self.labels.setSizePolicy(QSizePolicy.Preferred, QSizePolicy.Preferred)
        self.labels.setAlignment(Qt.AlignLeft)
        self.labels.setMaximumWidth(200)
        self.labels.layout().setSpacing(0)

        self._main_layout.addItem(self.dendrogram)
        self._main_layout.addItem(self.labels)

        self._main_layout.setAlignment(self.dendrogram,
                                       Qt.AlignLeft | Qt.AlignVCenter)
        self._main_layout.setAlignment(self.labels,
                                       Qt.AlignLeft | Qt.AlignVCenter)

        self.view.viewport().installEventFilter(self)
        self.top_axis_view.viewport().installEventFilter(self)
        self.bottom_axis_view.viewport().installEventFilter(self)
        self._main_graphics.installEventFilter(self)

        self.cut_line = SliderLine(self.dendrogram, orientation=Qt.Horizontal)
        self.cut_line.valueChanged.connect(self._dendrogram_slider_changed)
        self.cut_line.hide()

        self.bottom_axis.line.valueChanged.connect(self._axis_slider_changed)
        self.top_axis.line.valueChanged.connect(self._axis_slider_changed)
        self.dendrogram.geometryChanged.connect(self._dendrogram_geom_changed)
        self._set_cut_line_visible(self.selection_method == 1)

    def set_distances(self, matrix):
        self.matrix = matrix
        self._invalidate_clustering()
        self._set_items(matrix.row_items if matrix is not None else None)

    def _set_items(self, items):
        self.items = items
        if items is None:
            self.label_cb.model()[:] = ["None", "Enumeration"]
        elif isinstance(items, Orange.data.Table):
            vars = list(items.domain)
            self.label_cb.model()[:] = ["None", "Enumeration"] + vars
        elif isinstance(items, list) and \
                all(isinstance(var, Orange.data.Variable) for var in items):
            self.label_cb.model()[:] = ["None", "Enumeration", "Name"]
        else:
            self.label_cb.model()[:] = ["None", "Enumeration"]
        self.annotation_idx = min(self.annotation_idx,
                                  len(self.label_cb.model()) - 1)

    def handleNewSignals(self):
        self._update_labels()

    def _clear_plot(self):
        self.labels.set_labels([])
        self.dendrogram.set_root(None)

    def _set_displayed_root(self, root):
        self._clear_plot()
        self._displayed_root = root
        self.dendrogram.set_root(root)

        self._update_labels()

        self._main_graphics.resize(
            self._main_graphics.size().width(),
            self._main_graphics.sizeHint(Qt.PreferredSize).height())
        self._main_graphics.layout().activate()

    def _update(self):
        self._clear_plot()

        distances = self.matrix

        if distances is not None:
            # Convert to flat upper triangular distances
            i, j = numpy.triu_indices(distances.X.shape[0], k=1)
            distances = distances.X[i, j]

            method = LINKAGE[self.linkage].lower()
            Z = scipy.cluster.hierarchy.linkage(distances, method=method)
            tree = tree_from_linkage(Z)
            self.linkmatrix = Z
            self.root = tree

            self.top_axis.setRange(tree.value.height, 0.0)
            self.bottom_axis.setRange(tree.value.height, 0.0)

            if self.pruning:
                self._set_displayed_root(prune(tree, level=self.max_depth))
            else:
                self._set_displayed_root(tree)
        else:
            self.linkmatrix = None
            self.root = None
            self._set_displayed_root(None)

        self._apply_selection()

    def _update_labels(self):
        labels = []
        if self.root and self._displayed_root:
            indices = [leaf.value.index for leaf in leaves(self.root)]

            if self.annotation_idx == 0:
                labels = []
            elif self.annotation_idx == 1:
                labels = [str(i) for i in indices]
            elif isinstance(self.items, Orange.data.Table):
                var = self.label_cb.model()[self.annotation_idx]
                col = self.items[:, var]
                labels = [var.repr_val(next(iter(row))) for row in col]
                labels = [labels[idx] for idx in indices]
            else:
                labels = []

            if labels and self._displayed_root is not self.root:
                joined = leaves(self._displayed_root)
                labels = [
                    ", ".join(labels[leaf.value.first:leaf.value.last])
                    for leaf in joined
                ]

        self.labels.set_labels(labels)
        self.labels.setMinimumWidth(1 if labels else -1)

    def _invalidate_clustering(self):
        self._update()
        self._update_labels()

    def _invalidate_output(self):
        self._invalidated = True
        if self.autocommit:
            self.commit()

    def _invalidate_pruning(self):
        if self.root:
            selection = self.dendrogram.selected_nodes()
            ranges = [node.value.range for node in selection]
            if self.pruning:
                self._set_displayed_root(prune(self.root,
                                               level=self.max_depth))
            else:
                self._set_displayed_root(self.root)
            selected = [
                node for node in preorder(self._displayed_root)
                if node.value.range in ranges
            ]

            self.dendrogram.set_selected_clusters(selected)

        self._apply_selection()

    def commit(self):
        self._invalidated = False

        items = getattr(self.matrix, "items", self.items)
        if not items:
            # nothing to commit
            return

        selection = self.dendrogram.selected_nodes()
        selection = sorted(selection, key=lambda c: c.value.first)

        indices = [leaf.value.index for leaf in leaves(self.root)]

        maps = [
            indices[node.value.first:node.value.last] for node in selection
        ]

        selected_indices = list(chain(*maps))
        unselected_indices = sorted(
            set(range(self.root.value.last)) - set(selected_indices))

        selected = [items[k] for k in selected_indices]
        unselected = [items[k] for k in unselected_indices]

        if not selected:
            self.send("Selected Data", None)
            self.send("Other Data", None)
            return
        selected_data = unselected_data = None

        if isinstance(items, Orange.data.Table):
            c = numpy.zeros(len(items))

            for i, indices in enumerate(maps):
                c[indices] = i
            c[unselected_indices] = len(maps)

            mask = c != len(maps)

            if self.append_clusters:
                clust_var = Orange.data.DiscreteVariable(
                    str(self.cluster_name),
                    values=[
                        "Cluster {}".format(i + 1) for i in range(len(maps))
                    ] + ["Other"])
                data, domain = items, items.domain

                attrs = domain.attributes
                class_ = domain.class_vars
                metas = domain.metas

                X, Y, M = data.X, data.Y, data.metas
                if self.cluster_role == self.AttributeRole:
                    attrs = attrs + (clust_var, )
                    X = numpy.c_[X, c]
                elif self.cluster_role == self.ClassRole:
                    class_ = class_ + (clust_var, )
                    Y = numpy.c_[Y, c]
                elif self.cluster_role == self.MetaRole:
                    metas = metas + (clust_var, )
                    M = numpy.c_[M, c]

                domain = Orange.data.Domain(attrs, class_, metas)
                data = Orange.data.Table(domain, X, Y, M)
            else:
                data = items

            if selected:
                selected_data = data[mask]
            if unselected:
                unselected_data = data[~mask]

        self.send("Selected Data", selected_data)
        self.send("Other Data", unselected_data)

    def sizeHint(self):
        return QSize(800, 500)

    def eventFilter(self, obj, event):
        if obj is self.view.viewport() and event.type() == QEvent.Resize:
            width = self.view.viewport().width() - 2
            self._main_graphics.setMaximumWidth(width)
            self._main_graphics.setMinimumWidth(width)
            self._main_graphics.layout().activate()
        elif event.type() == QEvent.MouseButtonPress and \
                (obj is self.top_axis_view.viewport() or
                 obj is self.bottom_axis_view.viewport()):
            self.selection_method = 1
            # Map click point to cut line local coordinates
            pos = self.top_axis_view.mapToScene(event.pos())
            cut = self.top_axis.line.mapFromScene(pos)
            self.top_axis.line.setValue(cut.x())
            # update the line visibility, output, ...
            self._selection_method_changed()

        return super().eventFilter(obj, event)

    def _dendrogram_geom_changed(self):
        pos = self.dendrogram.pos_at_height(self.cutoff_height)
        geom = self.dendrogram.geometry()
        crect = self.dendrogram.contentsRect()

        self._set_slider_value(pos.x(), geom.width())
        self.cut_line.setLength(geom.height())

        self.top_axis.resize(crect.width(), self.top_axis.height())
        self.top_axis.setPos(geom.left() + crect.left(), 0)
        self.top_axis.line.setPos(self.cut_line.scenePos().x(), 0)

        self.bottom_axis.resize(crect.width(), self.bottom_axis.height())
        self.bottom_axis.setPos(geom.left() + crect.left(), 0)
        self.bottom_axis.line.setPos(self.cut_line.scenePos().x(), 0)

        geom = self._main_graphics.geometry()
        assert geom.topLeft() == QPointF(0, 0)
        self.scene.setSceneRect(geom)

        geom.setHeight(self.top_axis.size().height())

        self.top_axis.scene().setSceneRect(geom)
        self.bottom_axis.scene().setSceneRect(geom)

    def _axis_slider_changed(self, value):
        self.cut_line.setValue(value)

    def _dendrogram_slider_changed(self, value):
        p = QPointF(value, 0)
        cl_height = self.dendrogram.height_at(p)

        self.set_cutoff_height(cl_height)

        # Sync the cut positions between the dendrogram and the axis.
        self._set_slider_value(value, self.dendrogram.size().width())

    def _set_slider_value(self, value, span):
        with blocked(self.cut_line):
            self.cut_line.setValue(value)
            self.cut_line.setRange(0, span)

        with blocked(self.top_axis.line):
            self.top_axis.line.setValue(value)
            self.top_axis.line.setRange(0, span)

        with blocked(self.bottom_axis.line):
            self.bottom_axis.line.setValue(value)
            self.bottom_axis.line.setRange(0, span)

    def set_cutoff_height(self, height):
        self.cutoff_height = height
        if self.root:
            self.cut_ratio = 100 * height / self.root.value.height
        self.select_max_height(height)

    def _set_cut_line_visible(self, visible):
        self.cut_line.setVisible(visible)
        self.top_axis.line.setVisible(visible)
        self.bottom_axis.line.setVisible(visible)

    def select_top_n(self, n):
        root = self._displayed_root
        if root:
            clusters = top_clusters(root, n)
            self.dendrogram.set_selected_clusters(clusters)

    def select_max_height(self, height):
        root = self._displayed_root
        if root:
            clusters = clusters_at_height(root, height)
            self.dendrogram.set_selected_clusters(clusters)

    def _selection_method_changed(self):
        self._set_cut_line_visible(self.selection_method == 1)
        if self.root:
            self._apply_selection()

    def _apply_selection(self):
        if not self.root:
            return

        if self.selection_method == 0:
            pass
        elif self.selection_method == 1:
            height = self.cut_ratio * self.root.value.height / 100
            self.set_cutoff_height(height)
            pos = self.dendrogram.pos_at_height(height)
            self._set_slider_value(pos.x(), self.dendrogram.size().width())
        elif self.selection_method == 2:
            self.select_top_n(self.top_n)

    def _selection_edited(self):
        # Selection was edited by clicking on a cluster in the
        # dendrogram view.
        self.selection_method = 0
        self._selection_method_changed()
コード例 #9
0
class OWHierarchicalClustering(widget.OWWidget):
    name = "Hierarchical Clustering"
    description = ("Hierarchical clustering based on distance matrix, and "
                   "a dendrogram viewer.")
    icon = "icons/HierarchicalClustering.svg"
    priority = 2100

    inputs = [("Distances", Orange.misc.DistMatrix, "set_distances")]

    outputs = [("Selected Data", Orange.data.Table),
               ("Other Data", Orange.data.Table)]

    #: Selected linkage
    linkage = settings.Setting(1)
    #: Index of the selected annotation item (variable, ...)
    annotation_idx = settings.Setting(0)
    #: Selected tree pruning (none/max depth)
    pruning = settings.Setting(0)
    #: Maximum depth when max depth pruning is selected
    max_depth = settings.Setting(10)

    #: Selected cluster selection method (none, cut distance, top n)
    selection_method = settings.Setting(0)
    #: Cut height ratio wrt root height
    cut_ratio = settings.Setting(75.0)
    #: Number of top clusters to select
    top_n = settings.Setting(3)

    append_clusters = settings.Setting(True)
    cluster_role = settings.Setting(2)
    cluster_name = settings.Setting("Cluster")
    autocommit = settings.Setting(False)

    #: Cluster variable domain role
    AttributeRole, ClassRole, MetaRole = 0, 1, 2

    def __init__(self, parent=None):
        super().__init__(parent)

        self.matrix = None
        self.items = None
        self.linkmatrix = None
        self.root = None
        self._displayed_root = None
        self.cutoff_height = 0.0

        gui.comboBox(gui.widgetBox(self.controlArea, "Linkage"),
                     self, "linkage", items=LINKAGE,
                     callback=self._invalidate_clustering)

        box = gui.widgetBox(self.controlArea, "Annotation")
        self.label_cb = gui.comboBox(
            box, self, "annotation_idx", callback=self._update_labels)

        self.label_cb.setModel(itemmodels.VariableListModel())
        self.label_cb.model()[:] = ["None", "Enumeration"]

        box = gui.radioButtons(
            self.controlArea, self, "pruning", box="Pruning",
            callback=self._invalidate_pruning
        )
        grid = QGridLayout()
        box.layout().addLayout(grid)
        grid.addWidget(
            gui.appendRadioButton(box, "None", addToLayout=False),
            0, 0
        )
        self.max_depth_spin = gui.spin(
            box, self, "max_depth", minv=1, maxv=100,
            callback=self._invalidate_pruning,
            keyboardTracking=False
        )

        grid.addWidget(
            gui.appendRadioButton(box, "Max depth", addToLayout=False),
            1, 0)
        grid.addWidget(self.max_depth_spin, 1, 1)

        box = gui.radioButtons(
            self.controlArea, self, "selection_method",
            box="Selection",
            callback=self._selection_method_changed)

        grid = QGridLayout()
        box.layout().addLayout(grid)
        grid.addWidget(
            gui.appendRadioButton(box, "Manual", addToLayout=False),
            0, 0
        )
        grid.addWidget(
            gui.appendRadioButton(box, "Height ratio", addToLayout=False),
            1, 0
        )
        self.cut_ratio_spin = gui.spin(
            box, self, "cut_ratio", 0, 100, step=1e-1, spinType=float,
            callback=self._selection_method_changed
        )
        self.cut_ratio_spin.setSuffix("%")

        grid.addWidget(self.cut_ratio_spin, 1, 1)

        grid.addWidget(
            gui.appendRadioButton(box, "Top N", addToLayout=False),
            2, 0
        )
        self.top_n_spin = gui.spin(box, self, "top_n", 1, 20,
                                   callback=self._selection_method_changed)
        grid.addWidget(self.top_n_spin, 2, 1)
        box.layout().addLayout(grid)

        self.controlArea.layout().addStretch()

        box = gui.widgetBox(self.controlArea, "Output")
        gui.checkBox(box, self, "append_clusters", "Append cluster IDs",
                     callback=self._invalidate_output)

        ibox = gui.indentedBox(box)
        name_edit = gui.lineEdit(ibox, self, "cluster_name")
        name_edit.editingFinished.connect(self._invalidate_output)

        cb = gui.comboBox(
            ibox, self, "cluster_role", callback=self._invalidate_output,
            items=["Attribute",
                   "Class variable",
                   "Meta variable"]
        )
        form = QFormLayout(
            fieldGrowthPolicy=QFormLayout.AllNonFixedFieldsGrow,
            labelAlignment=Qt.AlignLeft,
            spacing=8
        )
        form.addRow("Name", name_edit)
        form.addRow("Place", cb)

        ibox.layout().addSpacing(5)
        ibox.layout().addLayout(form)
        ibox.layout().addSpacing(5)

        gui.auto_commit(box, self, "autocommit", "Send data", "Auto send is on",
                        box=False)

        self.scene = QGraphicsScene()
        self.view = QGraphicsView(
            self.scene,
            horizontalScrollBarPolicy=Qt.ScrollBarAlwaysOff,
            verticalScrollBarPolicy=Qt.ScrollBarAlwaysOn,
            alignment=Qt.AlignLeft | Qt.AlignVCenter
        )

        def axis_view(orientation):
            ax = pg.AxisItem(orientation=orientation, maxTickLength=7)
            scene = QGraphicsScene()
            scene.addItem(ax)
            view = QGraphicsView(
                scene,
                horizontalScrollBarPolicy=Qt.ScrollBarAlwaysOff,
                verticalScrollBarPolicy=Qt.ScrollBarAlwaysOn,
                alignment=Qt.AlignLeft | Qt.AlignVCenter
            )
            view.setFixedHeight(ax.size().height())
            ax.line = SliderLine(orientation=Qt.Horizontal,
                                 length=ax.size().height())
            scene.addItem(ax.line)
            return view, ax

        self.top_axis_view, self.top_axis = axis_view("top")
        self.mainArea.layout().setSpacing(1)
        self.mainArea.layout().addWidget(self.top_axis_view)
        self.mainArea.layout().addWidget(self.view)
        self.bottom_axis_view, self.bottom_axis = axis_view("bottom")
        self.mainArea.layout().addWidget(self.bottom_axis_view)

        self._main_graphics = QGraphicsWidget()
        self._main_layout = QGraphicsLinearLayout(Qt.Horizontal)
        self._main_layout.setSpacing(1)

        self._main_graphics.setLayout(self._main_layout)
        self.scene.addItem(self._main_graphics)

        self.dendrogram = DendrogramWidget()
        self.dendrogram.setSizePolicy(QSizePolicy.MinimumExpanding,
                                      QSizePolicy.MinimumExpanding)
        self.dendrogram.selectionChanged.connect(self._invalidate_output)
        self.dendrogram.selectionEdited.connect(self._selection_edited)

        fm = self.fontMetrics()
        self.dendrogram.setContentsMargins(
            5, fm.lineSpacing() / 2,
            5, fm.lineSpacing() / 2
        )
        self.labels = GraphicsSimpleTextList()
        self.labels.setSizePolicy(QSizePolicy.Preferred, QSizePolicy.Preferred)
        self.labels.setAlignment(Qt.AlignLeft)
        self.labels.setMaximumWidth(200)
        self.labels.layout().setSpacing(0)

        self._main_layout.addItem(self.dendrogram)
        self._main_layout.addItem(self.labels)

        self._main_layout.setAlignment(
            self.dendrogram, Qt.AlignLeft | Qt.AlignVCenter)
        self._main_layout.setAlignment(
            self.labels, Qt.AlignLeft | Qt.AlignVCenter)

        self.view.viewport().installEventFilter(self)
        self.top_axis_view.viewport().installEventFilter(self)
        self.bottom_axis_view.viewport().installEventFilter(self)
        self._main_graphics.installEventFilter(self)

        self.cut_line = SliderLine(self.dendrogram,
                                   orientation=Qt.Horizontal)
        self.cut_line.valueChanged.connect(self._dendrogram_slider_changed)
        self.cut_line.hide()

        self.bottom_axis.line.valueChanged.connect(self._axis_slider_changed)
        self.top_axis.line.valueChanged.connect(self._axis_slider_changed)
        self.dendrogram.geometryChanged.connect(self._dendrogram_geom_changed)
        self._set_cut_line_visible(self.selection_method == 1)

    def set_distances(self, matrix):
        self.matrix = matrix
        self._invalidate_clustering()
        self._set_items(matrix.row_items if matrix is not None else None)

    def _set_items(self, items):
        self.items = items
        if items is None:
            self.label_cb.model()[:] = ["None", "Enumeration"]
        elif isinstance(items, Orange.data.Table):
            vars = list(items.domain)
            self.label_cb.model()[:] = ["None", "Enumeration"] + vars
        elif isinstance(items, list) and \
                all(isinstance(var, Orange.data.Variable) for var in items):
            self.label_cb.model()[:] = ["None", "Enumeration", "Name"]
        else:
            self.label_cb.model()[:] = ["None", "Enumeration"]
        self.annotation_idx = min(self.annotation_idx,
                                  len(self.label_cb.model()) - 1)

    def handleNewSignals(self):
        self._update_labels()

    def _clear_plot(self):
        self.labels.set_labels([])
        self.dendrogram.set_root(None)

    def _set_displayed_root(self, root):
        self._clear_plot()
        self._displayed_root = root
        self.dendrogram.set_root(root)

        self._update_labels()

        self._main_graphics.resize(
            self._main_graphics.size().width(),
            self._main_graphics.sizeHint(Qt.PreferredSize).height()
        )
        self._main_graphics.layout().activate()

    def _update(self):
        self._clear_plot()

        distances = self.matrix

        if distances is not None:
            # Convert to flat upper triangular distances
            i, j = numpy.triu_indices(distances.X.shape[0], k=1)
            distances = distances.X[i, j]

            method = LINKAGE[self.linkage].lower()
            Z = scipy.cluster.hierarchy.linkage(
                distances, method=method
            )
            tree = tree_from_linkage(Z)
            self.linkmatrix = Z
            self.root = tree

            self.top_axis.setRange(tree.value.height, 0.0)
            self.bottom_axis.setRange(tree.value.height, 0.0)

            if self.pruning:
                self._set_displayed_root(prune(tree, level=self.max_depth))
            else:
                self._set_displayed_root(tree)
        else:
            self.linkmatrix = None
            self.root = None
            self._set_displayed_root(None)

        self._apply_selection()

    def _update_labels(self):
        labels = []
        if self.root and self._displayed_root:
            indices = [leaf.value.index for leaf in leaves(self.root)]

            if self.annotation_idx == 0:
                labels = []
            elif self.annotation_idx == 1:
                labels = [str(i) for i in indices]
            elif isinstance(self.items, Orange.data.Table):
                var = self.label_cb.model()[self.annotation_idx]
                col = self.items[:, var]
                labels = [var.repr_val(next(iter(row))) for row in col]
                labels = [labels[idx] for idx in indices]
            else:
                labels = []

            if labels and self._displayed_root is not self.root:
                joined = leaves(self._displayed_root)
                labels = [", ".join(labels[leaf.value.first: leaf.value.last])
                          for leaf in joined]

        self.labels.set_labels(labels)
        self.labels.setMinimumWidth(1 if labels else -1)

    def _invalidate_clustering(self):
        self._update()
        self._update_labels()

    def _invalidate_output(self):
        self.commit()

    def _invalidate_pruning(self):
        if self.root:
            selection = self.dendrogram.selected_nodes()
            ranges = [node.value.range for node in selection]
            if self.pruning:
                self._set_displayed_root(
                    prune(self.root, level=self.max_depth))
            else:
                self._set_displayed_root(self.root)
            selected = [node for node in preorder(self._displayed_root)
                        if node.value.range in ranges]

            self.dendrogram.set_selected_clusters(selected)

        self._apply_selection()

    def commit(self):
        items = getattr(self.matrix, "items", self.items)
        if not items:
            # nothing to commit
            return

        selection = self.dendrogram.selected_nodes()
        selection = sorted(selection, key=lambda c: c.value.first)

        indices = [leaf.value.index for leaf in leaves(self.root)]

        maps = [indices[node.value.first:node.value.last]
                for node in selection]

        selected_indices = list(chain(*maps))
        unselected_indices = sorted(set(range(self.root.value.last)) -
                                    set(selected_indices))

        selected = [items[k] for k in selected_indices]
        unselected = [items[k] for k in unselected_indices]

        if not selected:
            self.send("Selected Data", None)
            self.send("Other Data", None)
            return
        selected_data = unselected_data = None

        if isinstance(items, Orange.data.Table):
            c = numpy.zeros(len(items))

            for i, indices in enumerate(maps):
                c[indices] = i
            c[unselected_indices] = len(maps)

            mask = c != len(maps)

            if self.append_clusters:
                clust_var = Orange.data.DiscreteVariable(
                    str(self.cluster_name),
                    values=["Cluster {}".format(i + 1)
                            for i in range(len(maps))] +
                           ["Other"], ordered=True
                )
                data, domain = items, items.domain

                attrs = domain.attributes
                class_ = domain.class_vars
                metas = domain.metas

                if self.cluster_role == self.AttributeRole:
                    attrs = attrs + (clust_var,)
                elif self.cluster_role == self.ClassRole:
                    class_ = class_ + (clust_var,)
                elif self.cluster_role == self.MetaRole:
                    metas = metas + (clust_var,)

                domain = Orange.data.Domain(attrs, class_, metas)
                data = Orange.data.Table(domain, data)
                data.get_column_view(clust_var)[0][:] = c
            else:
                data = items

            if selected:
                selected_data = data[mask]
            if unselected:
                unselected_data = data[~mask]

        self.send("Selected Data", selected_data)
        self.send("Other Data", unselected_data)

    def sizeHint(self):
        return QSize(800, 500)

    def eventFilter(self, obj, event):
        if obj is self.view.viewport() and event.type() == QEvent.Resize:
            width = self.view.viewport().width() - 2
            self._main_graphics.setMaximumWidth(width)
            self._main_graphics.setMinimumWidth(width)
            self._main_graphics.layout().activate()
        elif event.type() == QEvent.MouseButtonPress and \
                (obj is self.top_axis_view.viewport() or
                 obj is self.bottom_axis_view.viewport()):
            self.selection_method = 1
            # Map click point to cut line local coordinates
            pos = self.top_axis_view.mapToScene(event.pos())
            cut = self.top_axis.line.mapFromScene(pos)
            self.top_axis.line.setValue(cut.x())
            # update the line visibility, output, ...
            self._selection_method_changed()

        return super().eventFilter(obj, event)

    def _dendrogram_geom_changed(self):
        pos = self.dendrogram.pos_at_height(self.cutoff_height)
        geom = self.dendrogram.geometry()
        crect = self.dendrogram.contentsRect()

        self._set_slider_value(pos.x(), geom.width())
        self.cut_line.setLength(geom.height())

        self.top_axis.resize(crect.width(), self.top_axis.height())
        self.top_axis.setPos(geom.left() + crect.left(), 0)
        self.top_axis.line.setPos(self.cut_line.scenePos().x(), 0)

        self.bottom_axis.resize(crect.width(), self.bottom_axis.height())
        self.bottom_axis.setPos(geom.left() + crect.left(), 0)
        self.bottom_axis.line.setPos(self.cut_line.scenePos().x(), 0)

        geom = self._main_graphics.geometry()
        assert geom.topLeft() == QPointF(0, 0)
        self.scene.setSceneRect(geom)

        geom.setHeight(self.top_axis.size().height())

        self.top_axis.scene().setSceneRect(geom)
        self.bottom_axis.scene().setSceneRect(geom)

    def _axis_slider_changed(self, value):
        self.cut_line.setValue(value)

    def _dendrogram_slider_changed(self, value):
        p = QPointF(value, 0)
        cl_height = self.dendrogram.height_at(p)

        self.set_cutoff_height(cl_height)

        # Sync the cut positions between the dendrogram and the axis.
        self._set_slider_value(value, self.dendrogram.size().width())

    def _set_slider_value(self, value, span):
        with blocked(self.cut_line):
            self.cut_line.setValue(value)
            self.cut_line.setRange(0, span)

        with blocked(self.top_axis.line):
            self.top_axis.line.setValue(value)
            self.top_axis.line.setRange(0, span)

        with blocked(self.bottom_axis.line):
            self.bottom_axis.line.setValue(value)
            self.bottom_axis.line.setRange(0, span)

    def set_cutoff_height(self, height):
        self.cutoff_height = height
        if self.root:
            self.cut_ratio = 100 * height / self.root.value.height
        self.select_max_height(height)

    def _set_cut_line_visible(self, visible):
        self.cut_line.setVisible(visible)
        self.top_axis.line.setVisible(visible)
        self.bottom_axis.line.setVisible(visible)

    def select_top_n(self, n):
        root = self._displayed_root
        if root:
            clusters = top_clusters(root, n)
            self.dendrogram.set_selected_clusters(clusters)

    def select_max_height(self, height):
        root = self._displayed_root
        if root:
            clusters = clusters_at_height(root, height)
            self.dendrogram.set_selected_clusters(clusters)

    def _selection_method_changed(self):
        self._set_cut_line_visible(self.selection_method == 1)
        if self.root:
            self._apply_selection()

    def _apply_selection(self):
        if not self.root:
            return

        if self.selection_method == 0:
            pass
        elif self.selection_method == 1:
            height = self.cut_ratio * self.root.value.height / 100
            self.set_cutoff_height(height)
            pos = self.dendrogram.pos_at_height(height)
            self._set_slider_value(pos.x(), self.dendrogram.size().width())
        elif self.selection_method == 2:
            self.select_top_n(self.top_n)

    def _selection_edited(self):
        # Selection was edited by clicking on a cluster in the
        # dendrogram view.
        self.selection_method = 0
        self._selection_method_changed()
コード例 #10
0
ファイル: main.py プロジェクト: selam/ublog
class UBlogApplet(plasmascript.Applet):

    def __init__(self, parent, **kwargs):
        plasmascript.Applet.__init__(self, parent)
        self._layout = None
        self.flash = None
        self.tab_bar = None
        self.ui = None
        self.status_edit = None
        self.scroll_widget = None
        self.tweets_layout = None
        self.main_frame = None
        self.pm = None
        self.consumer = oauth.Consumer(CONSUMER_KEY, CONSUMER_SECRET)
        self.client = oauth.Client(self.consumer)
        self.icon = None
        self.oauth_secret = None
        self.oauth_key = None
        self.history_size = 10
        self.timer = QTimer(self)
        self.history_refresh = 1
        self.tweets_widget = None
        self.message_id = None
        self._wallet_timer = QTimer(self)

    def init(self):
        """
        create interface, this method invoked by plasma it self
        """
        self.setHasConfigurationInterface(True)
        self.setAspectRatioMode(Plasma.IgnoreAspectRatio)
        self.setBackgroundHints(Plasma.Applet.DefaultBackground)

        #
        self.flash = Plasma.FlashingLabel(self.applet)
        self.flash.setAutohide(True)
        self.flash.setMinimumSize(0, 20)
        self.flash.setDuration(2000)
        self.tab_bar = Plasma.TabBar()

        self._layout = QGraphicsLinearLayout(Qt.Vertical, self.applet)
        self._layout.setSpacing(3)

        flash_layout = QGraphicsLinearLayout(Qt.Horizontal)
        flash_layout.setSizePolicy(QSizePolicy.Expanding, QSizePolicy.Preferred)

        fnt = Plasma.Theme.defaultTheme().font(Plasma.Theme.DefaultFont)
        fnt.setBold(True)
        fm = QFontMetrics(fnt)

        self.flash.setFont(fnt)
        self.flash.setSizePolicy(QSizePolicy.Expanding, QSizePolicy.Preferred)

        title_layout = QGraphicsLinearLayout(Qt.Vertical)

        flash_layout.addItem(self.flash)
        flash_layout.addItem(title_layout)

        self.main_frame = Plasma.Frame(self.applet)
        m_header_layout = QGraphicsAnchorLayout(self.main_frame)
        m_header_layout.setSpacing(5)

        self.icon = Plasma.IconWidget(self.main_frame)
        self.icon.setIcon(KIcon("user-identity"))
        self.icon.setTextBackgroundColor(QColor())
        icon_size = self.icon.sizeFromIconSize(48)
        self.icon.setMinimumSize(icon_size)
        self.icon.setMaximumSize(icon_size)

        m_header_layout.addAnchor(self.icon, Qt.AnchorVerticalCenter, m_header_layout, Qt.AnchorVerticalCenter)
        m_header_layout.addAnchor(self.icon, Qt.AnchorLeft, m_header_layout, Qt.AnchorLeft)

        status_edit_frame = Plasma.Frame(self.main_frame)
        status_edit_frame.setFrameShadow(Plasma.Frame.Sunken)
        status_edit_layout = QGraphicsLinearLayout(status_edit_frame)
        self.status_edit = Plasma.TextEdit()
        self.status_edit.setPreferredHeight(fm.height() * 4)
        self.status_edit.setEnabled(False)
        status_edit_layout.addItem(self.status_edit)

        edit_pal = self.status_edit.palette()
        m_color_scheme = KColorScheme(QPalette.Active, KColorScheme.View, Plasma.Theme.defaultTheme().colorScheme())
        edit_pal.setColor(QPalette.Text, m_color_scheme.foreground().color())
        self.status_edit.nativeWidget().setPalette(edit_pal)
        self.status_edit.nativeWidget().installEventFilter(self)
        m_header_layout.addAnchor(self.icon, Qt.AnchorRight, status_edit_frame, Qt.AnchorLeft)
        m_header_layout.addAnchors(status_edit_frame, m_header_layout, Qt.Vertical)
        m_header_layout.addAnchor(status_edit_frame, Qt.AnchorRight, m_header_layout, Qt.AnchorRight)
        m_header_layout.activate()
        m_header_layout.setMaximumHeight(m_header_layout.effectiveSizeHint(Qt.PreferredSize).height())

        self.scroll_widget = Plasma.ScrollWidget(self.applet)
        self.tweets_widget = QGraphicsWidget(self.scroll_widget)
        self.scroll_widget.setWidget(self.tweets_widget)
        self.tweets_layout = QGraphicsLinearLayout(Qt.Vertical, self.tweets_widget)
        self.tweets_layout.setSpacing(3)
        self.tweets_layout.addItem(self.main_frame)

        self.tab_bar.addTab(self.trUtf8("Timeline"))
        self.tab_bar.addTab(self.trUtf8("Replies"))
        self.tab_bar.addTab(self.trUtf8("Messages"))

        self._layout.addItem(flash_layout)
        self._layout.addItem(self.tab_bar)
        self._layout.addItem(self.scroll_widget)

        self.applet.setLayout(self._layout)
        self.connect(self.tab_bar, SIGNAL('currentChanged(int)'), self.mode_changed)
        self.connect(self.status_edit, SIGNAL('textChanged()'), self.edit_text_changed)
        self.check_config()

    def check_config(self):       
        if self.pm is None:
            self._wallet_timer.setSingleShot(True)
            self._wallet_timer.setInterval(1000)            
            self.connect(self._wallet_timer, SIGNAL("timeout()"), self.open_wallet);
            self._wallet_timer.start()
            return None
        
        self.oauth_secret = unicode(self.pm.readPassword("twitter_secret")[1])
        self.oauth_key = unicode(self.pm.readPassword("twitter_token")[1])
        self.history_size = int(self.pm.readEntry("historySize")[1])
        self.history_refresh = int(self.pm.readEntry("historyRefresh")[1])

        if self.history_size == '':
            self.history_size = 10

        if self.history_refresh is None or self.history_refresh == '':
            self.history_refresh = 5

        if self.oauth_key == '' or self.oauth_secret == '':
            self.authenticate()
        else:
            self.status_edit.setEnabled(True)
            self.connect(self.timer, SIGNAL('timeout()'), self.update)
            self.update()
            self.timer.start(self.history_refresh * 60 * 1000)

    def open_wallet(self):
        if self.view() is None:
            self._wallet_timer.start()
            return None
        if self.view().winId() is None:
            self._wallet_timer.start()
            return None
        
        self.pm = PasswordManager(self.view().winId())
        self.check_config()
        

    def edit_text_changed(self):
        remaining_char = 140 - self.status_edit.nativeWidget().toPlainText().length()
        self.flash.flash(unicode(self.trUtf8("%s character left", "%s character left")) % remaining_char, 2000)

    def createConfigurationInterface(self, dialog):
        """
            create configuration settings for user parameters
        """
        self.connect(dialog, SIGNAL('applyClicked()'), self.config_accepted)
        self.connect(dialog, SIGNAL('okClicked()'), self.config_accepted)
        widget = QWidget(dialog)
        self.ui = uic.loadUi(self.package().filePath('ui', 'configuration.ui'), widget)
        history_size = self.pm.readEntry("historySize")[1]
        history_refresh = self.pm.readEntry("historyRefresh")[1]
        if history_size:
            self.ui.historySizeSpinBox.setValue(int(str(history_size)))
        if history_refresh:
            self.ui.historyRefreshSpinBox.setValue(int(str(history_refresh)))
        dialog.addPage(widget, self.trUtf8("General"), "view-pim-journal")

    def config_accepted(self):
        """
            we must update timer object after these settings changed
        """
        self.pm.writeEntry("historyRefresh", str(self.ui.historyRefreshSpinBox.value()))
        self.pm.writeEntry("historySize", str(self.ui.historySizeSpinBox.value()))
        self.history_size = str(self.ui.historyRefreshSpinBox.value())
        self.history_refresh = int(self.ui.historySizeSpinBox.value())

        self.status_edit.setEnabled(True)
        self.timer.stop()
        self.timer.start(self.history_refresh * 60 * 1000)
        self.update()

    def mode_changed(self):
        self.flash.flash(self.trUtf8("Refreshing timeline..."))
        self.timer.stop()
        self.update()
        self.timer.start(int(self.history_refresh) * 60 * 1000)

    def update(self):
        self.flash.flash(self.trUtf8("Refreshing timeline..."))
        current_idx = self.tab_bar.currentIndex()
        if current_idx == 0:
            self.__update_timeline()
        elif current_idx == 1:
            self.__update_replies()
        else:
            self.__update_messages()

    def __make_rest_calls(self, url, user=True):
        token = oauth.Token(self.oauth_key, self.oauth_secret)
        client = oauth.Client(self.consumer, token=token)
        resp, content = client.request(url+"?count="+str(self.history_size))
        self.tweets_widget.prepareGeometryChange()
        if resp['status'] == '200':
            # we must clear all tweets widgets before
            for i in xrange(0, self.tweets_layout.count()-1):
                widget = self.tweets_layout.itemAt(1)
                if isinstance(widget, TweetWidget):
                    widget.deleteLater()
                    self.tweets_layout.removeAt(1)
            tweets = json.loads(content)
            for tweet in tweets:
                widget = TweetWidget(self.tweets_widget)
                widget.set_data(tweet, user=user)
                self.connect(widget, SIGNAL('reply(QString, QString)'), self.reply)
                self.connect(widget, SIGNAL('profile(QString)'), self.profile)
                self.connect(widget, SIGNAL('retweet(QString)'), self.retweet)
                self.connect(widget, SIGNAL('favorite(QString, bool)'), self.favorite)
                self.tweets_layout.addItem(widget)
            self.layout()

    def __update_timeline(self):
        self.__make_rest_calls("https://api.twitter.com/1.1/statuses/home_timeline.json")

    def __update_messages(self):
        self.__make_rest_calls("https://api.twitter.com/1.1/direct_messages.json", user=False)

    def __update_replies(self):
        self.__make_rest_calls("https://api.twitter.com/1.1/statuses/mentions_timeline.json")

    def reply(self, message_id, authorname):
        self.status_edit.setText(authorname + ' ')
        self.message_id = message_id

    def profile(self, user):
        KToolInvocation.invokeBrowser("https://twitter.com/%s" % (user,))

    def __make_post_calls(self, url, body):
        self.timer.stop()
        token = oauth.Token(self.oauth_key, self.oauth_secret)
        client = oauth.Client(self.consumer, token=token)
        resp, content = client.request(url,
                                       method='POST', body=body)
        if resp['status'] == '200':
            self.update()
        self.timer.start()
	
    def retweet(self, message_id):
        self.flash.flash(self.trUtf8("Retweetting..."))
        self.__make_post_calls("https://api.twitter.com/1.1/statuses/retweet/"+str(message_id)+".json",
                               body='id='+str(message_id))

    def favorite(self, message_id, add):
        if add:            
            self.flash.flash(self.trUtf8("Adding favorites..."))
        else:
            self.flash.flash(self.trUtf8("Removing from favorites..."))
        self.__make_post_calls("https://api.twitter.com/1.1/favorites/"+("create" if add else "destroy")+".json",
                               body='id='+str(message_id))

    def update_status(self):
        tweet = unicode(self.status_edit.nativeWidget().toPlainText())
        self.status_edit.setText(' ')
        self.flash.flash(self.trUtf8("Tweet sending..."))
        self.setBusy(True)
        body = 'status='+tweet
        if tweet.startswith('@') and self.message_id is not None:
            body += '&in_reply_to_status_id='+str(self.message_id)
        self.message_id = None
        self.__make_post_calls("https://api.twitter.com/1.1/statuses/update.json",
                               body=body)
	self.setBusy(False)

    def eventFilter(self, obj, event):
        if isinstance(obj, KTextEdit):
            if event.type() == QEvent.KeyPress:
                key_event = QKeyEvent(event)
                key = key_event.key()
                if (key_event.modifiers() == Qt.ControlModifier) and (key == Qt.Key_Enter or key == Qt.Key_Return):
                    self.update_status()
                    return True

                safe_keys = [Qt.Key_Delete, Qt.Key_Backspace,
                             Qt.Key_Up, Qt.Key_Down,
                             Qt.Key_Right, Qt.Key_Left,
                             Qt.Key_Home, Qt.Key_End]

                if key not in safe_keys:
                    if self.status_edit.nativeWidget().toPlainText().length() >= 140:
                        return True
            return False

        elif isinstance(obj, KTabBar) and event.type() == QEvent.MouseButtonPress:
            self.scroll_widget.ensureItemVisible(self.main_frame)
            self.status_edit.setFocus()
            return False
        else:
            return self.applet.eventFilter(obj, event)

    def authenticate(self, loop_count):
        if loop_count >= 5:
            return self.quit()
        loop_count += 1
        resp, content = self.client.request("https://twitter.com/oauth/request_token", "GET")
        if resp['status'] != '200':
            raise Exception("Invalid response %s." % resp['status'])
        request_token = dict(urlparse.parse_qsl(content))

        KToolInvocation.invokeBrowser("https://twitter.com/oauth/authorize?oauth_token=%s&oauth_callback=oob" % (
                                                                                request_token['oauth_token']))

        dialog = KInputDialog.getText(self.trUtf8("PIN"), self.trUtf8("Enter the PIN received from Twitter:"))
        if dialog[1] is True and not dialog[0].isEmpty():
            token = oauth.Token(request_token['oauth_token'], request_token['oauth_token_secret'])
            token.set_verifier(str(dialog[0]))
            client = oauth.Client(self.consumer, token)
            resp, content = client.request("https://twitter.com/oauth/access_token", "POST")
            if resp['status'] == '200':
                access_token = dict(urlparse.parse_qsl(content))
                self.oauth_secret = access_token['oauth_token_secret']
                self.oauth_key = access_token['oauth_token']
                self.pm.writePassword("twitter_secret", self.oauth_secret)
                self.pm.writePassword("twitter_token", self.oauth_key)
            else:
                self.authenticate(loop_count)
        else:
            self.quit()

    def quit(self):
        self.close()