def __init__(self, tree_node, parent=None, **kwargs):
self.tree_node = tree_node
self.tree_node.graphics_item = self
center, length, angle = tree_node.square
self._center_point = center
self.center = QPointF(*center)
self.length = length
self.angle = angle
super().__init__(self._get_rect_attributes(), parent)
self.setTransformOriginPoint(self.boundingRect().center())
self.setRotation(degrees(angle))
self.setBrush(kwargs.get('brush', QColor('#297A1F')))
self.setPen(kwargs.get('pen', QPen(QColor('#000'))))
self.setAcceptHoverEvents(True)
self.setZValue(kwargs.get('zvalue', 0))
self.z_step = Z_STEP
# calculate the correct z values based on the parent
if self.tree_node.parent != TreeAdapter.ROOT_PARENT:
p = self.tree_node.parent
# override root z step
num_children = len(p.children)
own_index = [1 if c.label == self.tree_node.label else 0
for c in p.children].index(1)
self.z_step = int(p.graphics_item.z_step / num_children)
base_z = p.graphics_item.zValue()
self.setZValue(base_z + own_index * self.z_step)
def path_link_disabled(basepath):
"""
Return a QPainterPath 'styled' to indicate a 'disabled' link.
A disabled link is displayed with a single disconnection symbol in the
middle (--||--)
Parameters
----------
basepath : QPainterPath
The base path (a simple curve spine).
Returns
-------
path : QPainterPath
A 'styled' link path
"""
segmentlen = basepath.length()
px = 5
if segmentlen < 10:
return QPainterPath(basepath)
t = (px / 2) / segmentlen
p1, _ = qpainterpath_simple_split(basepath, 0.50 - t)
_, p2 = qpainterpath_simple_split(basepath, 0.50 + t)
angle = -basepath.angleAtPercent(0.5) + 90
angler = math.radians(angle)
normal = QPointF(math.cos(angler), math.sin(angler))
end1 = p1.currentPosition()
start2 = QPointF(p2.elementAt(0).x, p2.elementAt(0).y)
p1.moveTo(start2.x(), start2.y())
p1.addPath(p2)
def QPainterPath_addLine(path, line):
path.moveTo(line.p1())
path.lineTo(line.p2())
QPainterPath_addLine(p1, QLineF(end1 - normal * 3, end1 + normal * 3))
QPainterPath_addLine(p1, QLineF(start2 - normal * 3, start2 + normal * 3))
return p1
def test_selection_no_data(self):
self.widget.graph._update_selection(QPointF(0, 5), QPointF(0, 6), 1)
selected = self.get_output(self.widget.Outputs.selected_data)
self.assertIsNone(selected)
def innerGlowBackgroundPixmap(color, size, radius=5):
""" Draws radial gradient pixmap, then uses that to draw
a rounded-corner gradient rectangle pixmap.
Args:
color (QColor): used as outer color (lightness 245 used for inner)
size (QSize): size of output pixmap
radius (int): radius of inner glow rounded corners
"""
key = "InnerGlowBackground " + \
color.name() + " " + \
str(radius)
bg = QPixmapCache.find(key)
if bg:
return bg
# set background colors for gradient
color = color.toHsl()
light_color = color.fromHsl(color.hslHue(), color.hslSaturation(), 245)
dark_color = color
# initialize radial gradient
center = QPoint(radius, radius)
pixRect = QRect(0, 0, radius * 2, radius * 2)
gradientPixmap = QPixmap(radius * 2, radius * 2)
gradientPixmap.fill(dark_color)
# draw radial gradient pixmap
pixPainter = QPainter(gradientPixmap)
pixPainter.setPen(Qt.NoPen)
gradient = QRadialGradient(center, radius - 1)
gradient.setColorAt(0, light_color)
gradient.setColorAt(1, dark_color)
pixPainter.setBrush(gradient)
pixPainter.drawRect(pixRect)
pixPainter.end()
# set tl and br to the gradient's square-shaped rect
tl = QPoint(0, 0)
br = QPoint(size.width(), size.height())
# fragments of radial gradient pixmap to create rounded gradient outline rectangle
frags = [
# top-left corner
QPainter.PixmapFragment.create(
QPointF(tl.x() + radius / 2,
tl.y() + radius / 2), QRectF(0, 0, radius, radius)),
# top-mid 'linear gradient'
QPainter.PixmapFragment.create(QPointF(tl.x() + (br.x() - tl.x()) / 2,
tl.y() + radius / 2),
QRectF(radius, 0, 1, radius),
scaleX=(br.x() - tl.x() - 2 * radius)),
# top-right corner
QPainter.PixmapFragment.create(
QPointF(br.x() - radius / 2,
tl.y() + radius / 2), QRectF(radius, 0, radius, radius)),
# left-mid 'linear gradient'
QPainter.PixmapFragment.create(QPointF(tl.x() + radius / 2,
tl.y() + (br.y() - tl.y()) / 2),
QRectF(0, radius, radius, 1),
scaleY=(br.y() - tl.y() - 2 * radius)),
# mid solid
QPainter.PixmapFragment.create(QPointF(tl.x() + (br.x() - tl.x()) / 2,
tl.y() + (br.y() - tl.y()) / 2),
QRectF(radius, radius, 1, 1),
scaleX=(br.x() - tl.x() - 2 * radius),
scaleY=(br.y() - tl.y() - 2 * radius)),
# right-mid 'linear gradient'
QPainter.PixmapFragment.create(QPointF(br.x() - radius / 2,
tl.y() + (br.y() - tl.y()) / 2),
QRectF(radius, radius, radius, 1),
scaleY=(br.y() - tl.y() - 2 * radius)),
# bottom-left corner
QPainter.PixmapFragment.create(
QPointF(tl.x() + radius / 2,
br.y() - radius / 2), QRectF(0, radius, radius, radius)),
# bottom-mid 'linear gradient'
QPainter.PixmapFragment.create(QPointF(tl.x() + (br.x() - tl.x()) / 2,
br.y() - radius / 2),
QRectF(radius, radius, 1, radius),
scaleX=(br.x() - tl.x() - 2 * radius)),
# bottom-right corner
QPainter.PixmapFragment.create(
QPointF(br.x() - radius / 2,
br.y() - radius / 2), QRectF(radius, radius, radius,
radius)),
]
# draw icon background to pixmap
outPix = QPixmap(size.width(), size.height())
outPainter = QPainter(outPix)
outPainter.setPen(Qt.NoPen)
outPainter.drawPixmapFragments(
frags, gradientPixmap,
QPainter.PixmapFragmentHints(QPainter.OpaqueHint))
outPainter.end()
QPixmapCache.insert(key, outPix)
return outPix
def select_by_rectangle(self, value_rect):
if self.scatterplot_item is not None:
points = [point
for point in self.scatterplot_item.points()
if value_rect.contains(QPointF(point.pos()))]
self.select(points)
def rect(self):
if getattr(self, "_rect", QRectF()).isValid():
return self._rect
else:
return QRectF(QPointF(0, 0), self.document().size()) | \
getattr(self, "_rect", QRectF(0, 0, 1, 1))
def _get_polygon(self) -> QPolygonF:
return QPolygonF([QPointF(x, y) for x, y in self.get_points()])
def _activate_cut_line(self, pos: QPointF):
"""Activate cut line selection an set cut value to `pos.x()`."""
self.selection_method = 1
self.cut_line.setValue(pos.x())
self._selection_method_changed()
def poly2qpoly(poly: Polygon) -> QPolygonF:
return QPolygonF([QPointF(x, y)
for x, y in poly.exterior.coords])
def edge_in_point(self, edge):
return edge.mapFromItem(
self, QPointF(self.rect().center().x(),
self.rect().y()))
def shape(self):
if self.__shape is None:
path = self.getPath()
d = self.pixelLength(QPointF(0, self.opts["mouseWidth"]))
self.__shape = shape_from_path(path, width=d)
return self.__shape
def test_migrate_selection(self):
c = QPointF() # some we set an attribute to
setattr(c, "selection", [False, True, True, False])
settings = {"context_settings": [c]}
OWHyper.migrate_settings(settings, 2)
self.assertEqual(settings["imageplot"]["selection_group_saved"], [(1, 1), (2, 1)])
def _add_command(self, cmd):
name = "Name"
if not self.hasAttr2 and isinstance(
cmd, (Move, MoveSelection, Jitter, Magnet)):
# tool only supported if both x and y are enabled
return
if isinstance(cmd, Append):
cls = self.selected_class_label()
points = np.array([(p.x(), p.y() if self.hasAttr2 else 0, cls)
for p in cmd.points])
self.undo_stack.push(UndoCommand(Append(points), self, text=name))
elif isinstance(cmd, Move):
self.undo_stack.push(UndoCommand(cmd, self, text=name))
elif isinstance(cmd, SelectRegion):
indices = [
i for i, (x, y) in enumerate(self.__buffer[:, :2])
if cmd.region.contains(QPointF(x, y))
]
indices = np.array(indices, dtype=int)
self._selected_indices = indices
elif isinstance(cmd, DeleteSelection):
indices = self._selected_indices
if indices is not None and indices.size:
self.undo_stack.push(
UndoCommand(DeleteIndices(indices), self, text="Delete"))
elif isinstance(cmd, MoveSelection):
indices = self._selected_indices
if indices is not None and indices.size:
self.undo_stack.push(
UndoCommand(
Move(
(self._selected_indices, slice(0, 2)),
np.array([cmd.delta.x(),
cmd.delta.y()]),
),
self,
text="Move",
))
elif isinstance(cmd, DeleteIndices):
self.undo_stack.push(UndoCommand(cmd, self, text="Delete"))
elif isinstance(cmd, Insert):
self.undo_stack.push(UndoCommand(cmd, self))
elif isinstance(cmd, AirBrush):
data = create_data(
cmd.pos.x(),
cmd.pos.y(),
self.brushRadius / 1000,
int(1 + self.density / 20),
cmd.rstate,
)
self._add_command(Append([QPointF(*p) for p in zip(*data.T)]))
elif isinstance(cmd, Jitter):
point = np.array([cmd.pos.x(), cmd.pos.y()])
delta = -apply_jitter(self.__buffer[:, :2], point,
self.density / 100.0, 0, cmd.rstate)
self._add_command(Move((..., slice(0, 2)), delta))
elif isinstance(cmd, Magnet):
point = np.array([cmd.pos.x(), cmd.pos.y()])
delta = -apply_attractor(self.__buffer[:, :2], point,
self.density / 100.0, 0)
self._add_command(Move((..., slice(0, 2)), delta))
else:
assert False, "unreachable"
def _select_data(self):
self.widget.graph._update_selection(QPointF(0, 5), QPointF(0, 6), True)
assert len(self.widget.selection) == 30
return self.widget.selection
def test_selection_no_group(self):
self.send_signal(self.widget.Inputs.data, self.housing)
self.widget.graph._update_selection(QPointF(0, 30), QPointF(0, 40), 1)
selected = self.get_output(self.widget.Outputs.selected_data)
self.assertEqual(len(selected), 53)
def innerShadowPixmap(color, size, pos, length=5):
"""
Args:
color (QColor): shadow color
size (QSize): size of pixmap
pos (int): shadow position int flag, use bitwise operations
1 - top
2 - right
4 - bottom
8 - left
length (int): length of cast shadow
"""
key = "InnerShadow " + \
color.name() + " " + \
str(size) + " " + \
str(pos) + " " + \
str(length)
# get cached shadow if it exists
finalShadow = QPixmapCache.find(key)
if finalShadow:
return finalShadow
# get shadow template pixmap (1-pixel linear gradient line)
shadowTemplate = QPixmapCache.find("TabButtonShadowTemplate" + str(length))
if shadowTemplate is None:
shadowTemplate = shadowTemplatePixmap(color, length)
QPixmapCache.insert("TabButtonShadowTemplate" + str(length),
shadowTemplate)
finalShadow = QPixmap(size)
finalShadow.fill(Qt.transparent)
shadowPainter = QPainter(finalShadow)
shadowPainter.setCompositionMode(QPainter.CompositionMode_Darken)
# top/bottom rect
targetRect = QRect(0, 0, size.width(), length)
# shadow on top
if pos & 1:
shadowPainter.drawPixmap(targetRect, shadowTemplate,
shadowTemplate.rect())
# shadow on bottom
if pos & 4:
shadowPainter.save()
shadowPainter.translate(QPointF(0, size.height()))
shadowPainter.scale(1, -1)
shadowPainter.drawPixmap(targetRect, shadowTemplate,
shadowTemplate.rect())
shadowPainter.restore()
# left/right rect
targetRect = QRect(0, 0, size.height(), shadowTemplate.rect().height())
# shadow on the right
if pos & 2:
shadowPainter.save()
shadowPainter.translate(QPointF(size.width(), 0))
shadowPainter.rotate(90)
shadowPainter.drawPixmap(targetRect, shadowTemplate,
shadowTemplate.rect())
shadowPainter.restore()
# shadow on left
if pos & 8:
shadowPainter.save()
shadowPainter.translate(0, size.height())
shadowPainter.rotate(-90)
shadowPainter.drawPixmap(targetRect, shadowTemplate,
shadowTemplate.rect())
shadowPainter.restore()
shadowPainter.end()
# cache shadow
QPixmapCache.insert(key, finalShadow)
return finalShadow
def _select_data(self):
self.widget.select_area(
1,
QMouseEvent(QEvent.MouseButtonPress, QPointF(), Qt.LeftButton,
Qt.LeftButton, Qt.NoModifier))
return [2, 3, 9, 23, 29, 30, 34, 35, 37, 42, 47, 49]
def projection(point, line):
norm = line.normalVector()
norm.translate(point - norm.p1())
p = QPointF()
type = line.intersect(norm, p)
return p
def _update_bar_size(self):
if self._silplot is not None:
self._set_bar_height()
self.scene.setSceneRect(
QRectF(QPointF(0, 0),
self._silplot.effectiveSizeHint(Qt.PreferredSize)))
def __init__(self, data, variable, parent=None, height=200,
width=300, side_padding=5, top_padding=20, bar_spacing=4,
border=0, border_color=None, color_attribute=None, n_bins=10):
super().__init__(parent)
self.height, self.width = height, width
self.padding = side_padding
self.bar_spacing = bar_spacing
self.data = data
self.attribute = data.domain[variable]
self.x = data.get_column_view(self.attribute)[0].astype(np.float64)
self.x_nans = np.isnan(self.x)
self.x = self.x[~self.x_nans]
if self.attribute.is_discrete:
self.n_bins = len(self.attribute.values)
elif self.attribute.is_continuous:
# If the attribute is continuous but contains fewer values than the
# bins, it is better to assign each their own bin. We will require
# at least 2 bins so that the histogram still visually makes sense
# except if there is only a single value, then we use 3 bins for
# symmetry
num_unique = ut.nanunique(self.x).shape[0]
if num_unique == 1:
self.n_bins = 3
else:
self.n_bins = min(max(2, num_unique), n_bins)
# Handle target variable index
self.color_attribute = color_attribute
if self.color_attribute is not None:
self.target_var = data.domain[color_attribute]
self.y = data.get_column_view(color_attribute)[0]
self.y = self.y[~self.x_nans]
if not np.issubdtype(self.y.dtype, np.number):
self.y = self.y.astype(np.float64)
else:
self.target_var, self.y = None, None
# Borders
self.border_color = border_color if border_color is not None else '#000'
if isinstance(border, tuple):
assert len(border) == 4, 'Border tuple must be of size 4.'
self.border = border
else:
self.border = (border, border, border, border)
t, r, b, l = self.border
def _draw_border(point_1, point_2, border_width, parent):
pen = QPen(QColor(self.border_color))
pen.setCosmetic(True)
pen.setWidth(border_width)
line = QGraphicsLineItem(QLineF(point_1, point_2), parent)
line.setPen(pen)
return line
top_left = QPointF(0, 0)
bottom_left = QPointF(0, self.height)
top_right = QPointF(self.width, 0)
bottom_right = QPointF(self.width, self.height)
self.border_top = _draw_border(top_left, top_right, t, self) if t else None
self.border_bottom = _draw_border(bottom_left, bottom_right, b, self) if b else None
self.border_left = _draw_border(top_left, bottom_left, l, self) if l else None
self.border_right = _draw_border(top_right, bottom_right, r, self) if r else None
# _plot_`dim` accounts for all the paddings and spacings
self._plot_height = self.height
self._plot_height -= top_padding
self._plot_height -= t / 4 + b / 4
self._plot_width = self.width
self._plot_width -= 2 * side_padding
self._plot_width -= (self.n_bins - 2) * bar_spacing
self._plot_width -= l / 4 + r / 4
self.__layout = QGraphicsLinearLayout(Qt.Horizontal, self)
self.__layout.setContentsMargins(
side_padding + r / 2,
top_padding + t / 2,
side_padding + l / 2,
b / 2
)
self.__layout.setSpacing(bar_spacing)
# If the data contains any non-NaN values, we can draw a histogram
if self.x.size > 0:
self.edges, self.distributions = self._histogram()
self._draw_histogram()
def try_big_selection(self):
self.widget.imageplot.select_square(QPointF(-100, -100),
QPointF(100, 100))
self.widget.imageplot.make_selection(None)
class SquareGraphicsItem(QGraphicsRectItem):
"""Square Graphics Item.
Square component to draw as components for the non-interactive Pythagoras
tree.
Parameters
----------
tree_node : TreeNode
The tree node the square represents.
brush : QColor, optional
The brush to be used as the backgound brush.
pen : QPen, optional
The pen to be used for the border.
"""
def __init__(self, tree_node, parent=None, **kwargs):
self.tree_node = tree_node
self.tree_node.graphics_item = self
center, length, angle = tree_node.square
self._center_point = center
self.center = QPointF(*center)
self.length = length
self.angle = angle
super().__init__(self._get_rect_attributes(), parent)
self.setTransformOriginPoint(self.boundingRect().center())
self.setRotation(degrees(angle))
self.setBrush(kwargs.get('brush', QColor('#297A1F')))
self.setPen(kwargs.get('pen', QPen(QColor('#000'))))
self.setAcceptHoverEvents(True)
self.setZValue(kwargs.get('zvalue', 0))
self.z_step = Z_STEP
# calculate the correct z values based on the parent
if self.tree_node.parent != TreeAdapter.ROOT_PARENT:
p = self.tree_node.parent
# override root z step
num_children = len(p.children)
own_index = [
1 if c.label == self.tree_node.label else 0 for c in p.children
].index(1)
self.z_step = int(p.graphics_item.z_step / num_children)
base_z = p.graphics_item.zValue()
self.setZValue(base_z + own_index * self.z_step)
def _get_rect_attributes(self):
"""Get the rectangle attributes requrired to draw item.
Compute the QRectF that a QGraphicsRect needs to be rendered with the
data passed down in the constructor.
"""
height = width = self.length
x = self.center.x() - self.length / 2
y = self.center.y() - self.length / 2
return QRectF(x, y, height, width)
def test_select_click(self):
self.send_signal("Data", self.whitelight)
self.widget.imageplot.select_by_click(QPointF(1, 2))
out = self.get_output("Selection")
np.testing.assert_equal(out.metas, [[1, 2]])
def _dendrogram_slider_changed(self, value):
p = QPointF(value, 0)
cl_height = self.dendrogram.height_at(p)
self.set_cutoff_height(cl_height)
class SquareGraphicsItem(QGraphicsRectItem):
"""Square Graphics Item.
Square component to draw as components for the non-interactive Pythagoras
tree.
Parameters
----------
tree_node : TreeNode
The tree node the square represents.
brush : QColor, optional
The brush to be used as the backgound brush.
pen : QPen, optional
The pen to be used for the border.
"""
def __init__(self, tree_node, parent=None, **kwargs):
self.tree_node = tree_node
self.tree_node.graphics_item = self
center, length, angle = tree_node.square
self._center_point = center
self.center = QPointF(*center)
self.length = length
self.angle = angle
super().__init__(self._get_rect_attributes(), parent)
self.setTransformOriginPoint(self.boundingRect().center())
self.setRotation(degrees(angle))
self.setBrush(kwargs.get('brush', QColor('#297A1F')))
self.setPen(kwargs.get('pen', QPen(QColor('#000'))))
self.setAcceptHoverEvents(True)
self.setZValue(kwargs.get('zvalue', 0))
self.z_step = Z_STEP
# calculate the correct z values based on the parent
if self.tree_node.parent != TreeAdapter.ROOT_PARENT:
p = self.tree_node.parent
# override root z step
num_children = len(p.children)
own_index = [1 if c.label == self.tree_node.label else 0
for c in p.children].index(1)
self.z_step = int(p.graphics_item.z_step / num_children)
base_z = p.graphics_item.zValue()
self.setZValue(base_z + own_index * self.z_step)
def _get_rect_attributes(self):
"""Get the rectangle attributes requrired to draw item.
Compute the QRectF that a QGraphicsRect needs to be rendered with the
data passed down in the constructor.
"""
height = width = self.length
x = self.center.x() - self.length / 2
y = self.center.y() - self.length / 2
return QRectF(x, y, height, width)
def _select_data(self):
rect = QRectF(QPointF(-20, -20), QPointF(20, 20))
self.widget.graph.select_by_rectangle(rect)
return self.widget.graph.get_selection()
def _select_data(self):
rect = QRectF(QPointF(0, 0), QPointF(1, 1))
self.widget.graph.select_by_rectangle(rect)
return np.arange(len(self.data))
def __init__(self, *args):
QGraphicsObject.__init__(self, *args)
self.setFlag(QGraphicsItem.ItemSendsScenePositionChanges, True)
self.setFlag(QGraphicsItem.ItemHasNoContents, True)
self.__direction = QPointF()
def anchorDirection(self):
# type: () -> QPointF
"""
Return the preferred anchor direction.
"""
return QPointF(self.__direction)
def anchorScenePos(self):
"""
Return anchor position in scene coordinates.
"""
return self.mapToScene(QPointF(0, 0))
def setCutoff(self, x, y):
if (x, y) != self.cutoff():
self.__setpos(Qt.Vertical | Qt.Horizontal, QPointF(x, y))