def __init__(self, parent=None):
super().__init__(parent)
self.data = None
box = gui.widgetBox(self.controlArea, "Variable")
self.varmodel = itemmodels.VariableListModel()
self.groupvarmodel = itemmodels.VariableListModel()
self.varview = QtGui.QListView(
selectionMode=QtGui.QListView.SingleSelection)
self.varview.setModel(self.varmodel)
self.varview.setSelectionModel(
itemmodels.ListSingleSelectionModel(self.varmodel))
self.varview.selectionModel().selectionChanged.connect(
self._on_variable_idx_changed)
box.layout().addWidget(self.varview)
box = gui.widgetBox(self.controlArea, "Group")
self.groupvarview = QtGui.QListView(
selectionMode=QtGui.QListView.SingleSelection)
self.groupvarview.setModel(self.groupvarmodel)
self.groupvarview.selectionModel().selectionChanged.connect(
self._on_groupvar_idx_changed)
box.layout().addWidget(self.groupvarview)
box = gui.widgetBox(self.controlArea, "Options")
self.estimator = 0
box = gui.radioButtons(box,
self,
"cont_est_type", [
"Histogram", "Average shifted histogram",
"Kernel density estimator"
],
callback=self._on_cont_est_type_changed)
plotview = pg.PlotWidget(background=None)
self.mainArea.layout().addWidget(plotview)
w = QtGui.QLabel()
w.setSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Fixed)
self.mainArea.layout().addWidget(w, Qt.AlignCenter)
self.plot = pg.PlotItem()
# self.plot.getViewBox().setMouseEnabled(False, False)
self.plot.getViewBox().setMenuEnabled(False)
plotview.setCentralItem(self.plot)
self.plot.getAxis("left").setLabel("Frequency")
axis = self.plot.getAxis("left")
axis.setLabel("Density")
axis.setPen(QtGui.QPen(self.palette().color(QtGui.QPalette.Text)))
axis = self.plot.getAxis("bottom")
axis.setPen(QtGui.QPen(self.palette().color(QtGui.QPalette.Text)))
def __init__(self):
super().__init__()
self.data = None
self.distributions = None
self.contingencies = None
self.var = self.cvar = None
varbox = gui.vBox(self.controlArea, "Variable")
self.varmodel = itemmodels.VariableListModel()
self.groupvarmodel = []
self.varview = QListView(
selectionMode=QListView.SingleSelection, uniformItemSizes=True
)
self.varview.setSizePolicy(QSizePolicy.Minimum, QSizePolicy.Expanding)
self.varview.setModel(self.varmodel)
self.varview.setSelectionModel(
itemmodels.ListSingleSelectionModel(self.varmodel)
)
self.varview.selectionModel().selectionChanged.connect(
self._on_variable_idx_changed
)
varbox.layout().addWidget(self.varview)
box = gui.vBox(self.controlArea, "Precision")
gui.separator(self.controlArea, 4, 4)
box2 = gui.hBox(box)
self.l_smoothing_l = gui.widgetLabel(box2, "Smooth")
gui.hSlider(
box2,
self,
"smoothing_index",
minValue=0,
maxValue=len(self.smoothing_facs) - 1,
callback=self._on_set_smoothing,
createLabel=False,
)
self.l_smoothing_r = gui.widgetLabel(box2, "Precise")
self.cb_disc_cont = gui.checkBox(
gui.indentedBox(box, sep=4),
self,
"disc_cont",
"Bin numeric variables",
callback=self._on_groupvar_idx_changed,
tooltip="Show numeric variables as categorical.",
)
box = gui.vBox(self.controlArea, "Group by")
self.icons = gui.attributeIconDict
self.groupvarview = gui.comboBox(
box,
self,
"groupvar_idx",
callback=self._on_groupvar_idx_changed,
valueType=str,
contentsLength=12,
)
box2 = gui.indentedBox(box, sep=4)
self.cb_rel_freq = gui.checkBox(
box2,
self,
"relative_freq",
"Show relative frequencies",
callback=self._on_relative_freq_changed,
tooltip="Normalize probabilities so that probabilities "
"for each group-by value sum to 1.",
)
gui.separator(box2)
self.cb_prob = gui.comboBox(
box2,
self,
"show_prob",
label="Show probabilities:",
orientation=Qt.Horizontal,
callback=self._on_relative_freq_changed,
tooltip="Show probabilities for a chosen group-by value "
"(at each point probabilities for all group-by values sum to 1).",
)
self.plotview = pg.PlotWidget(background=None)
self.plotview.setRenderHint(QPainter.Antialiasing)
self.mainArea.layout().addWidget(self.plotview)
w = QLabel()
w.setSizePolicy(QSizePolicy.Expanding, QSizePolicy.Fixed)
self.mainArea.layout().addWidget(w, Qt.AlignCenter)
self.ploti = pg.PlotItem()
self.plot = self.ploti.vb
self.ploti.hideButtons()
self.plotview.setCentralItem(self.ploti)
self.plot_prob = pg.ViewBox()
self.ploti.hideAxis("right")
self.ploti.scene().addItem(self.plot_prob)
self.ploti.getAxis("right").linkToView(self.plot_prob)
self.ploti.getAxis("right").setLabel("Probability")
self.plot_prob.setZValue(10)
self.plot_prob.setXLink(self.ploti)
self.update_views()
self.ploti.vb.sigResized.connect(self.update_views)
self.plot_prob.setRange(yRange=[0, 1])
def disable_mouse(plot):
plot.setMouseEnabled(False, False)
plot.setMenuEnabled(False)
disable_mouse(self.plot)
disable_mouse(self.plot_prob)
self.tooltip_items = []
self.plot.scene().installEventFilter(HelpEventDelegate(self.help_event, self))
pen = QPen(self.palette().color(QPalette.Text))
for axis in ("left", "bottom"):
self.ploti.getAxis(axis).setPen(pen)
self._legend = LegendItem()
self._legend.setParentItem(self.plot)
self._legend.hide()
self._legend.anchor((1, 0), (1, 0))
def __init__(self, parent=None):
super().__init__(parent)
self.data = None
self.distributions = None
self.contingencies = None
self.var = self.cvar = None
varbox = gui.widgetBox(self.controlArea, "Variable")
self.varmodel = itemmodels.VariableListModel()
self.groupvarmodel = itemmodels.VariableListModel()
self.varview = QtGui.QListView(
selectionMode=QtGui.QListView.SingleSelection)
self.varview.setSizePolicy(QtGui.QSizePolicy.Minimum,
QtGui.QSizePolicy.Expanding)
self.varview.setModel(self.varmodel)
self.varview.setSelectionModel(
itemmodels.ListSingleSelectionModel(self.varmodel))
self.varview.selectionModel().selectionChanged.connect(
self._on_variable_idx_changed)
varbox.layout().addWidget(self.varview)
gui.separator(varbox, 8, 8)
gui.comboBox(varbox,
self,
"cont_est_type",
label="Show continuous variables by",
valueType=int,
items=[
"Histograms", "Average shifted histograms",
"Kernel density estimators"
],
callback=self._on_cont_est_type_changed)
box = gui.widgetBox(self.controlArea, "Group by")
self.groupvarview = QtGui.QListView(
selectionMode=QtGui.QListView.SingleSelection)
self.groupvarview.setFixedHeight(100)
self.groupvarview.setSizePolicy(QtGui.QSizePolicy.Minimum,
QtGui.QSizePolicy.Preferred)
self.groupvarview.setModel(self.groupvarmodel)
self.groupvarview.selectionModel().selectionChanged.connect(
self._on_groupvar_idx_changed)
box.layout().addWidget(self.groupvarview)
self.cb_rel_freq = gui.checkBox(
box,
self,
"relative_freq",
"Show relative frequencies",
callback=self._on_relative_freq_changed)
plotview = pg.PlotWidget(background=None)
self.mainArea.layout().addWidget(plotview)
w = QtGui.QLabel()
w.setSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Fixed)
self.mainArea.layout().addWidget(w, Qt.AlignCenter)
self.plot = pg.PlotItem()
# self.plot.getViewBox().setMouseEnabled(False, False)
self.plot.getViewBox().setMenuEnabled(False)
plotview.setCentralItem(self.plot)
pen = QtGui.QPen(self.palette().color(QtGui.QPalette.Text))
for axis in ("left", "bottom"):
self.plot.getAxis(axis).setPen(pen)
def __init__(self):
super().__init__()
self.data = None
self.distributions = None
self.contingencies = None
self.var = self.cvar = None
varbox = gui.widgetBox(self.controlArea, "Variable")
self.varmodel = itemmodels.VariableListModel()
self.groupvarmodel = []
self.varview = QtGui.QListView(
selectionMode=QtGui.QListView.SingleSelection)
self.varview.setSizePolicy(QtGui.QSizePolicy.Minimum,
QtGui.QSizePolicy.Expanding)
self.varview.setModel(self.varmodel)
self.varview.setSelectionModel(
itemmodels.ListSingleSelectionModel(self.varmodel))
self.varview.selectionModel().selectionChanged.connect(
self._on_variable_idx_changed)
varbox.layout().addWidget(self.varview)
box = gui.widgetBox(self.controlArea, "Precision")
gui.separator(self.controlArea, 4, 4)
box2 = gui.widgetBox(box, orientation="horizontal")
self.l_smoothing_l = gui.widgetLabel(box2, "Smooth")
gui.hSlider(box2,
self,
"smoothing_index",
minValue=0,
maxValue=len(self.smoothing_facs) - 1,
callback=self._on_set_smoothing,
createLabel=False)
self.l_smoothing_r = gui.widgetLabel(box2, "Precise")
self.cb_disc_cont = gui.checkBox(
gui.indentedBox(box, sep=4),
self,
"disc_cont",
"Bin continuous variables",
callback=self._on_groupvar_idx_changed)
box = gui.widgetBox(self.controlArea, "Group by")
self.icons = gui.attributeIconDict
self.groupvarview = gui.comboBox(
box,
self,
"groupvar_idx",
callback=self._on_groupvar_idx_changed,
valueType=str,
contentsLength=12)
box2 = gui.indentedBox(box, sep=4)
self.cb_rel_freq = gui.checkBox(
box2,
self,
"relative_freq",
"Show relative frequencies",
callback=self._on_relative_freq_changed)
gui.separator(box2)
self.cb_prob = gui.comboBox(box2,
self,
"show_prob",
label="Show probabilities",
orientation="horizontal",
callback=self._on_relative_freq_changed)
plotview = pg.PlotWidget(background=None)
self.mainArea.layout().addWidget(plotview)
w = QtGui.QLabel()
w.setSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Fixed)
self.mainArea.layout().addWidget(w, Qt.AlignCenter)
self.plot = pg.PlotItem()
self.plot.hideButtons()
plotview.setCentralItem(self.plot)
self.plot_prob = pg.ViewBox()
self.plot.hideAxis('right')
self.plot.scene().addItem(self.plot_prob)
self.plot.getAxis("right").linkToView(self.plot_prob)
self.plot.getAxis("right").setLabel("Probability")
self.plot_prob.setZValue(10)
self.plot_prob.setXLink(self.plot)
self.update_views()
self.plot.vb.sigResized.connect(self.update_views)
self.plot_prob.setRange(yRange=[0, 1])
def disable_mouse(plot):
plot.setMouseEnabled(False, False)
plot.setMenuEnabled(False)
disable_mouse(self.plot.getViewBox())
disable_mouse(self.plot_prob)
pen = QtGui.QPen(self.palette().color(QtGui.QPalette.Text))
for axis in ("left", "bottom"):
self.plot.getAxis(axis).setPen(pen)
self._legend = LegendItem()
self._legend.setParentItem(self.plot.getViewBox())
self._legend.hide()
self._legend.anchor((1, 0), (1, 0))
self.graphButton.clicked.connect(self.save_graph)
