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33 changes: 21 additions & 12 deletions Orange/widgets/utils/plot/owplotgui.py
Original file line number Diff line number Diff line change
Expand Up @@ -58,13 +58,20 @@ class VariableSelectionModel(VariableListModel):
SortRole = next(OrangeUserRole)
selection_changed = pyqtSignal()

def __init__(self, selected_vars):
def __init__(self, selected_vars, max_vars=None):
super().__init__(enable_dnd=True)
self.selected_vars = selected_vars
self.max_vars = max_vars

def is_selected(self, index):
return self[index.row()] in self.selected_vars

def is_full(self):
if self.max_vars is None:
return False
else:
return len(self.selected_vars) >= self.max_vars

def data(self, index, role):
if role == self.IsSelected:
return self.is_selected(index)
Expand All @@ -84,7 +91,7 @@ def toggle_item(self, index):
var = self[index.row()]
if var in self.selected_vars:
self.selected_vars.remove(var)
else:
elif not self.is_full():
self.selected_vars.append(var)
self.selection_changed.emit()

Expand Down Expand Up @@ -131,17 +138,19 @@ def paint(self, painter, option, index):
rect = QRect(option.rect)

is_selected = index.data(VariableSelectionModel.IsSelected)
full_selection = index.model().sourceModel().is_full()
if option.state & QStyle.State_MouseOver:
txt = [" Add ", " Remove "][is_selected]
txtw = painter.fontMetrics().width(txt)
painter.save()
painter.setPen(Qt.NoPen)
painter.setBrush(QColor("#ccc"))
brect = QRect(rect.x() + rect.width() - 8 - txtw, rect.y(),
txtw, rect.height())
painter.drawRoundedRect(brect, 4, 4)
painter.restore()
painter.drawText(brect, Qt.AlignCenter, txt)
if not full_selection or (full_selection and is_selected):
txt = [" Add ", " Remove "][is_selected]
txtw = painter.fontMetrics().width(txt)
painter.save()
painter.setPen(Qt.NoPen)
painter.setBrush(QColor("#ccc"))
brect = QRect(rect.x() + rect.width() - 8 - txtw, rect.y(),
txtw, rect.height())
painter.drawRoundedRect(brect, 4, 4)
painter.restore()
painter.drawText(brect, Qt.AlignCenter, txt)

painter.save()
double_pen = painter.pen()
Expand Down
75 changes: 61 additions & 14 deletions Orange/widgets/visualize/owradviz.py
Original file line number Diff line number Diff line change
Expand Up @@ -205,17 +205,21 @@ def stopped(self):
self.n_attrs_spin.setDisabled(False)


MAX_LABEL_LEN = 16


class OWRadvizGraph(OWGraphWithAnchors):
def __init__(self, scatter_widget, parent):
super().__init__(scatter_widget, parent)
self.anchors_scatter_item = None
self.padding = 0.025

def clear(self):
super().clear()
self.anchors_scatter_item = None

def set_view_box_range(self):
self.view_box.setRange(QRectF(-1.2, -1.05, 2.4, 2.1), padding=0.025)
self.view_box.setRange(QRectF(-1, -1, 2, 2), padding=self.padding)

def closest_draggable_item(self, pos):
points, _ = self.master.get_anchors()
Expand All @@ -231,18 +235,55 @@ def update_anchors(self):
points, labels = self.master.get_anchors()
if points is None:
return
if self.anchor_items is None:
self.anchor_items = []
for point, label in zip(points, labels):
anchor = TextItem()
anchor.setText(label)
anchor.setColor(QColor(0, 0, 0))
anchor.setPos(*point)
self.plot_widget.addItem(anchor)
self.anchor_items.append(anchor)
else:
for anchor, point in zip(self.anchor_items, points):
anchor.setPos(*point)
if self.anchor_items is not None:
for anchor in self.anchor_items:
self.plot_widget.removeItem(anchor)

self.anchor_items = []
label_len = 1
for point, label in zip(points, labels):
anchor = TextItem()
anchor.textItem.setToolTip(f"<b>{label}</b>")

if len(label) > MAX_LABEL_LEN:
i = label.rfind(" ", 0, MAX_LABEL_LEN)
if i != -1:
first_row = label[:i] + "\n"
second_row = label[i + 1:]
if len(second_row) > MAX_LABEL_LEN:
j = second_row.rfind(" ", 0, MAX_LABEL_LEN)
if j != -1:
second_row = second_row[:j + 1] + "..."
else:
second_row = second_row[:MAX_LABEL_LEN - 3] + "..."
label = first_row + second_row
else:
label = label[:MAX_LABEL_LEN - 3] + "..."

anchor.setText(label)
label_len = min(MAX_LABEL_LEN, len(label))
anchor.setColor(QColor(0, 0, 0))

x, y = point
angle = np.rad2deg(np.arctan2(y, x))
anchor.setPos(x * 1.025, y * 1.025)

if abs(angle) < 90:
anchor.setAngle(angle)
anchor.setAnchor((0, 0.5))
else:
anchor.setAngle(angle + 180)
anchor.setAnchor((1, 0.5))

anchor.textItem.setTextWidth(anchor.textItem.boundingRect().width())
option = anchor.textItem.document().defaultTextOption()
option.setAlignment(Qt.AlignRight)
anchor.textItem.document().setDefaultTextOption(option)

self.plot_widget.addItem(anchor)
self.anchor_items.append(anchor)

self.padding = label_len * 0.0175
self._update_anchors_scatter_item(points)

def _update_anchors_scatter_item(self, points):
Expand Down Expand Up @@ -284,9 +325,11 @@ class Warning(OWAnchorProjectionWidget.Warning):
invalid_embedding = widget.Msg("No projection for selected features")
removed_vars = widget.Msg("Categorical variables with more than"
" two values are not shown.")
max_vars_selected = widget.Msg("Maximum number of selected variables reached.")

def _add_controls(self):
self.model_selected = VariableSelectionModel(self.selected_vars)
self.model_selected = VariableSelectionModel(self.selected_vars,
max_vars=20)
variables_selection(self.controlArea, self, self.model_selected)
self.model_selected.selection_changed.connect(
self.__model_selected_changed)
Expand Down Expand Up @@ -318,6 +361,10 @@ def vizrank_set_attrs(self, *attrs):
self.model_selected.selection_changed.emit()

def __model_selected_changed(self):
if self.model_selected.is_full():
self.Warning.max_vars_selected()
else:
self.Warning.max_vars_selected.clear()
self.init_projection()
self.setup_plot()
self.commit()
Expand Down