Python ScatterPlotItem.setSymbol方法代碼示例

# 需要導入模塊: from pyqtgraph.graphicsItems import ScatterPlotItem [as 別名]
# 或者: from pyqtgraph.graphicsItems.ScatterPlotItem import setSymbol [as 別名]

#.........這裏部分代碼省略.........
        black = pg.mkColor(0, 0, 0)
        for label, text in zip(self.labels, label_data):
            label.setText(text, black)

    def get_shape_index(self):
        shape_index = -1
        attr_shape = self.attr_shape
        if attr_shape and attr_shape != "(Same shape)" and \
                len(self.data_domain[attr_shape].values) <= \
                len(self.CurveSymbols):
            shape_index = self.attribute_name_index[attr_shape]
        return shape_index

    def compute_symbols(self):
        self.master.information(self.ID_MISSING_SHAPE)
        shape_index = self.get_shape_index()
        if shape_index == -1:
            shape_data = self.CurveSymbols[np.zeros(self.n_points, dtype=int)]
        else:
            shape_data = self.original_data[shape_index, self.valid_data]
            nans = np.isnan(shape_data)
            if np.any(nans):
                shape_data[nans] = len(self.CurveSymbols) - 1
                self.master.information(
                    self.ID_MISSING_SHAPE,
                    "Points with undefined '{}' are shown as crossed circles".
                    format(self.attr_shape))
            shape_data = self.CurveSymbols[shape_data.astype(int)]
        return shape_data

    def update_shapes(self):
        if self.scatterplot_item:
            shape_data = self.compute_symbols()
            self.scatterplot_item.setSymbol(shape_data)
        self.make_legend()

    def update_grid(self):
        self.plot_widget.showGrid(x=self.show_grid, y=self.show_grid)

    def update_legend(self):
        if self.legend:
            self.legend.setVisible(self.show_legend)

    def create_legend(self):
        self.legend = LegendItem()
        self.legend.setParentItem(self.plot_widget.getViewBox())
        self.legend.restoreAnchor(self.__legend_anchor)

    def remove_legend(self):
        if self.legend:
            anchor = legend_anchor_pos(self.legend)
            if anchor is not None:
                self.__legend_anchor = anchor
            self.legend.setParent(None)
            self.legend = None
        if self.color_legend:
            anchor = legend_anchor_pos(self.color_legend)
            if anchor is not None:
                self.__color_legend_anchor = anchor
            self.color_legend.setParent(None)
            self.color_legend = None

    def make_legend(self):
        self.remove_legend()
        self.make_color_legend()
        self.make_shape_legend()

# 需要導入模塊: from pyqtgraph.graphicsItems import ScatterPlotItem [as 別名]
# 或者: from pyqtgraph.graphicsItems.ScatterPlotItem import setSymbol [as 別名]
class OWScatterPlotBase(gui.OWComponent, QObject):
    """
    Provide a graph component for widgets that show any kind of point plot

    The component plots a set of points with given coordinates, shapes,
    sizes and colors. Its function is similar to that of a *view*, whereas
    the widget represents a *model* and a *controler*.

    The model (widget) needs to provide methods:

    - `get_coordinates_data`, `get_size_data`, `get_color_data`,
      `get_shape_data`, `get_label_data`, which return a 1d array (or two
      arrays, for `get_coordinates_data`) of `dtype` `float64`, except for
      `get_label_data`, which returns formatted labels;
    - `get_color_labels`, `get_shape_labels`, which are return lists of
       strings used for the color and shape legend;
    - `get_tooltip`, which gives a tooltip for a single data point
    - (optional) `impute_sizes`, `impute_shapes` get final coordinates and
      shapes, and replace nans;
    - `get_subset_mask` returns a bool array indicating whether a
      data point is in the subset or not (e.g. in the 'Data Subset' signal
      in the Scatter plot and similar widgets);
    - `get_palette` returns a palette appropriate for visualizing the
      current color data;
    - `is_continuous_color` decides the type of the color legend;

    The widget (in a role of controller) must also provide methods
    - `selection_changed`

    If `get_coordinates_data` returns `(None, None)`, the plot is cleared. If
    `get_size_data`, `get_color_data` or `get_shape_data` return `None`,
    all points will have the same size, color or shape, respectively.
    If `get_label_data` returns `None`, there are no labels.

    The view (this compomnent) provides methods `update_coordinates`,
    `update_sizes`, `update_colors`, `update_shapes` and `update_labels`
    that the widget (in a role of a controler) should call when any of
    these properties are changed. If the widget calls, for instance, the
    plot's `update_colors`, the plot will react by calling the widget's
    `get_color_data` as well as the widget's methods needed to construct the
    legend.

    The view also provides a method `reset_graph`, which should be called only
    when
    - the widget gets entirely new data
    - the number of points may have changed, for instance when selecting
    a different attribute for x or y in the scatter plot, where the points
    with missing x or y coordinates are hidden.

    Every `update_something` calls the plot's `get_something`, which
    calls the model's `get_something_data`, then it transforms this data
    into whatever is needed (colors, shapes, scaled sizes) and changes the
    plot. For the simplest example, here is `update_shapes`:

    ```
        def update_shapes(self):
            if self.scatterplot_item:
                shape_data = self.get_shapes()
                self.scatterplot_item.setSymbol(shape_data)
            self.update_legends()

        def get_shapes(self):
            shape_data = self.master.get_shape_data()
            shape_data = self.master.impute_shapes(
                shape_data, len(self.CurveSymbols) - 1)
            return self.CurveSymbols[shape_data]
    ```

    On the widget's side, `get_something_data` is essentially just:

    ```
        def get_size_data(self):
            return self.get_column(self.attr_size)
    ```

    where `get_column` retrieves a column while also filtering out the
    points with missing x and y and so forth. (Here we present the simplest
    two cases, "shapes" for the view and "sizes" for the model. The colors
    for the view are more complicated since they deal with discrete and
    continuous palettes, and the shapes for the view merge infrequent shapes.)

    The plot can also show just a random sample of the data. The sample size is
    set by `set_sample_size`, and the rest is taken care by the plot: the
    widget keeps providing the data for all points, selection indices refer
    to the entire set etc. Internally, sampling happens as early as possible
    (in methods `get_<something>`).
    """
    too_many_labels = Signal(bool)

    label_only_selected = Setting(False)
    point_width = Setting(10)
    alpha_value = Setting(128)
    show_grid = Setting(False)
    show_legend = Setting(True)
    class_density = Setting(False)
    jitter_size = Setting(0)

    resolution = 256

    CurveSymbols = np.array("o x t + d s t2 t3 p h star ?".split())
#.........這裏部分代碼省略.........

# 需要導入模塊: from pyqtgraph.graphicsItems import ScatterPlotItem [as 別名]
# 或者: from pyqtgraph.graphicsItems.ScatterPlotItem import setSymbol [as 別名]

#.........這裏部分代碼省略.........
                label.setText("")
            return
        if not self.labels:
            self.create_labels()
        label_column = self.raw_data.get_column_view(self.attr_label)[0]
        formatter = self.raw_data.domain[self.attr_label].str_val
        label_data = map(formatter, label_column)
        black = pg.mkColor(0, 0, 0)
        for label, text in zip(self.labels, label_data):
            label.setText(text, black)

    def get_shape_index(self):
        shape_index = -1
        attr_shape = self.attr_shape
        if attr_shape and attr_shape != "(Same shape)" and \
                len(self.data_domain[attr_shape].values) <= \
                len(self.CurveSymbols):
            shape_index = self.attribute_name_index[attr_shape]
        return shape_index

    def compute_symbols(self):
        shape_index = self.get_shape_index()
        if shape_index == -1:
            shape_data = self.CurveSymbols[np.zeros(self.n_points, dtype=int)]
        else:
            shape_data = self.original_data[shape_index]
            shape_data[np.isnan(shape_data)] = len(self.CurveSymbols) - 1
            shape_data = self.CurveSymbols[shape_data.astype(int)]
        return shape_data

    def update_shapes(self):
        if self.scatterplot_item:
            shape_data = self.compute_symbols()
            self.scatterplot_item.setSymbol(shape_data)
        self.make_legend()

    def update_grid(self):
        self.plot_widget.showGrid(x=self.show_grid, y=self.show_grid)

    def update_legend(self):
        if self.legend:
            self.legend.setVisible(self.show_legend)

    def create_legend(self):
        self.legend = PositionedLegendItem(self.plot_widget.plotItem, self)

    def remove_legend(self):
        if self.legend:
            self.legend.setParent(None)
            self.legend = None
        if self.color_legend:
            self.color_legend.setParent(None)
            self.color_legend = None

    def make_legend(self):
        self.remove_legend()
        self.make_color_legend()
        self.make_shape_legend()
        self.update_legend()

    def make_color_legend(self):
        color_index = self.get_color_index()
        if color_index == -1:
            return
        color_var = self.data_domain[color_index]
        use_shape = self.get_shape_index() == color_index

# 需要導入模塊: from pyqtgraph.graphicsItems import ScatterPlotItem [as 別名]
# 或者: from pyqtgraph.graphicsItems.ScatterPlotItem import setSymbol [as 別名]

#.........這裏部分代碼省略.........
        self.assure_attribute_present(self.attr_label)
        if not self.labels:
            self.create_labels()
        label_column = self._create_label_column()
        formatter = self.attr_label.str_val
        label_data = map(formatter, label_column)
        black = pg.mkColor(0, 0, 0)
        selection = self.selection[self.valid_data] if self.selection is not None else []
        if self.label_only_selected:
            for label, text, selected \
                    in zip(self.labels, label_data, selection):
                label.setText(text if selected else "", black)
        else:
            for label, text in zip(self.labels, label_data):
                label.setText(text, black)

    def compute_symbols(self):
        self.master.Information.missing_shape.clear()
        if self.attr_shape is None:
            shape_data = self.CurveSymbols[np.zeros(self.n_points, dtype=int)]
        else:
            shape_data = self._get_data(self.attr_shape)
            nans = np.isnan(shape_data)
            if np.any(nans):
                shape_data[nans] = len(self.CurveSymbols) - 1
                self.master.Information.missing_shape(self.attr_shape)
            shape_data = self.CurveSymbols[shape_data.astype(int)]
        return shape_data

    def update_shapes(self):
        self.assure_attribute_present(self.attr_shape)
        if self.scatterplot_item:
            shape_data = self.compute_symbols()
            self.scatterplot_item.setSymbol(shape_data)
        self.make_legend()

    def assure_attribute_present(self, attr):
        if self.data is not None and attr not in self.data.domain:
            self.set_data(self.sparse_to_dense())

    def update_grid(self):
        self.plot_widget.showGrid(x=self.show_grid, y=self.show_grid)

    def update_legend(self):
        if self.legend:
            self.legend.setVisible(self.show_legend)

    def create_legend(self):
        self.legend = LegendItem()
        self.legend.setParentItem(self.plot_widget.getViewBox())
        self.legend.restoreAnchor(self.__legend_anchor)

    def remove_legend(self):
        if self.legend:
            anchor = legend_anchor_pos(self.legend)
            if anchor is not None:
                self.__legend_anchor = anchor
            self.legend.setParent(None)
            self.legend = None
        if self.color_legend:
            anchor = legend_anchor_pos(self.color_legend)
            if anchor is not None:
                self.__color_legend_anchor = anchor
            self.color_legend.setParent(None)
            self.color_legend = None

# 需要導入模塊: from pyqtgraph.graphicsItems import ScatterPlotItem [as 別名]
# 或者: from pyqtgraph.graphicsItems.ScatterPlotItem import setSymbol [as 別名]

#.........這裏部分代碼省略.........
            legend = self.__legend

        legend.clear()

        color_var, shape_var = self.color_var(), self.shape_var()
        if color_var is not None and not color_var.is_discrete:
            color_var = None
        assert shape_var is None or shape_var.is_discrete
        if color_var is None and shape_var is None:
            legend.setParentItem(None)
            legend.hide()
            return
        else:
            if legend.parentItem() is None:
                legend.setParentItem(self.viewbox)
            legend.setVisible(True)

        palette = self.discrete_palette
        symbols = list(ScatterPlotItem.Symbols)

        if shape_var is color_var:
            items = [(palette[i], symbols[i], name)
                     for i, name in enumerate(color_var.values)]
        else:
            colors = shapes = []
            if color_var is not None:
                colors = [(palette[i], "o", name)
                          for i, name in enumerate(color_var.values)]
            if shape_var is not None:
                shapes = [(QtGui.QColor(Qt.gray),
                           symbols[i % (len(symbols) - 1)], name)
                          for i, name in enumerate(shape_var.values)]
            items = colors + shapes

        for color, symbol, name in items:
            legend.addItem(
                ScatterPlotItem(pen=color, brush=color, symbol=symbol, size=10),
                name
            )

    def set_shape(self, shape):
        """
        Set (update) the current point shape map.
        """
        if self._item is not None:
            self._item.setSymbol(shape[self._item._mask])

    def set_size(self, size):
        """
        Set (update) the current point size.
        """
        if self._item is not None:
            self._item.setSize(size[self._item._mask])

    def _set_alpha(self, value):
        self.alpha_value = value
        self._on_color_change()

    def _set_size(self, value):
        self.point_size = value
        self._on_size_change()

    def _selection_finish(self, path):
        self.select(path)

    def select(self, selectionshape):
        item = self._item
        if item is None:
            return

        indices = [spot.data()
                   for spot in item.points()
                   if selectionshape.contains(spot.pos())]

        if QApplication.keyboardModifiers() & Qt.ControlModifier:
            self.select_indices(indices)
        else:
            self._selection_mask = None
            self.select_indices(indices)

    def select_indices(self, indices):
        if self.data is None:
            return

        if self._selection_mask is None:
            self._selection_mask = numpy.zeros(len(self.data), dtype=bool)

        self._selection_mask[indices] = True

        self._on_color_change()
        self.commit()

    def commit(self):
        subset = None
        if self.data is not None and self._selection_mask is not None:
            indices = numpy.flatnonzero(self._selection_mask)
            if len(indices) > 0:
                subset = self.data[indices]

        self.send("Selected Data", subset)