def __init__(self):
OWWidget.__init__(self)
ConcurrentWidgetMixin.__init__(self)
self.data = None
# self.apply is changed later, pylint: disable=unnecessary-lambda
box = gui.radioButtons(
self.controlArea, self, "feature_type", box="特征名称",
callback=self.commit.deferred)
button = gui.appendRadioButton(box, "通用")
edit = gui.lineEdit(
gui.indentedBox(box, gui.checkButtonOffsetHint(button)), self,
"feature_name",
placeholderText="键入前缀 ...", toolTip="自定义特征名称")
edit.editingFinished.connect(self._apply_editing)
self.meta_button = gui.appendRadioButton(box, "从变量:")
self.feature_model = DomainModel(
valid_types=(ContinuousVariable, StringVariable),
alphabetical=False)
self.feature_combo = gui.comboBox(
gui.indentedBox(box, gui.checkButtonOffsetHint(button)), self,
"feature_names_column", contentsLength=12, searchable=True,
callback=self._feature_combo_changed, model=self.feature_model)
self.remove_check = gui.checkBox(
gui.indentedBox(box, gui.checkButtonOffsetHint(button)), self,
"remove_redundant_inst", "删除冗余实例",
callback=self.commit.deferred)
gui.auto_apply(self.buttonsArea, self)
self.set_controls()
def __init__(self):
super().__init__()
self.data = None
# self.apply is changed later, pylint: disable=unnecessary-lambda
box = gui.radioButtons(
self.controlArea, self, "feature_type", box="Feature names",
callback=lambda: self.apply())
button = gui.appendRadioButton(box, "Generic")
edit = gui.lineEdit(
gui.indentedBox(box, gui.checkButtonOffsetHint(button)), self,
"feature_name",
placeholderText="Type a prefix ...", toolTip="Custom feature name")
edit.editingFinished.connect(self._apply_editing)
self.meta_button = gui.appendRadioButton(box, "From variable:")
self.feature_model = DomainModel(
valid_types=(ContinuousVariable, StringVariable),
alphabetical=False)
self.feature_combo = gui.comboBox(
gui.indentedBox(box, gui.checkButtonOffsetHint(button)), self,
"feature_names_column", contentsLength=12, searchable=True,
callback=self._feature_combo_changed, model=self.feature_model)
self.apply_button = gui.auto_apply(self.controlArea, self, box=False, commit=self.apply)
self.apply_button.button.setAutoDefault(False)
self.info.set_input_summary(self.info.NoInput)
self.info.set_output_summary(self.info.NoOutput)
self.set_controls()
def __init__(self):
super().__init__()
self.data = None
box = gui.radioButtons(
self.controlArea, self, "feature_type", box="Feature names",
callback=lambda: self.apply())
button = gui.appendRadioButton(box, "Generic")
edit = gui.lineEdit(
gui.indentedBox(box, gui.checkButtonOffsetHint(button)), self,
"feature_name",
placeholderText="Type a prefix ...", toolTip="Custom feature name")
edit.editingFinished.connect(self._apply_editing)
self.meta_button = gui.appendRadioButton(box, "From meta attribute:")
self.feature_model = DomainModel(
order=DomainModel.METAS, valid_types=StringVariable,
alphabetical=True)
self.feature_combo = gui.comboBox(
gui.indentedBox(box, gui.checkButtonOffsetHint(button)), self,
"feature_names_column", callback=self._feature_combo_changed,
model=self.feature_model)
self.apply_button = gui.auto_commit(
self.controlArea, self, "auto_apply", "&Apply",
box=False, commit=self.apply)
self.apply_button.button.setAutoDefault(False)
self.set_controls()
def __init__(self, parent=None):
super().__init__(parent)
self.data = None
self.preRemoveValues = 1
self.preRemoveClasses = 1
self.removedAttrs = "-"
self.reducedAttrs = "-"
self.resortedAttrs = "-"
self.classAttr = "-"
boxAt = gui.widgetBox(self.controlArea, "Attributes")
gui.checkBox(boxAt, self, 'sortValues', 'Sort attribute values',
callback=self.optionsChanged)
gui.separator(boxAt, 2)
rua = gui.checkBox(
boxAt, self, "removeAttributes",
"Remove attributes with less than two values",
callback=self.removeAttributesChanged)
ruv = gui.checkBox(
gui.indentedBox(boxAt, sep=gui.checkButtonOffsetHint(rua)),
self,
"removeValues",
"Remove unused attribute values",
callback=self.optionsChanged
)
rua.disables = [ruv]
rua.makeConsistent()
boxAt = gui.widgetBox(self.controlArea, "Classes", addSpace=True)
gui.checkBox(boxAt, self, 'sortClasses', 'Sort classes',
callback=self.optionsChanged)
gui.separator(boxAt, 2)
rua = gui.checkBox(
boxAt, self, "removeClassAttribute",
"Remove class attribute if there are less than two classes",
callback=self.removeClassesChanged
)
ruv = gui.checkBox(
gui.indentedBox(boxAt, sep=gui.checkButtonOffsetHint(rua)),
self,
"removeClasses",
"Remove unused class values",
callback=self.optionsChanged
)
rua.disables = [ruv]
rua.makeConsistent()
box3 = gui.widgetBox(self.controlArea, 'Statistics', addSpace=True)
gui.label(box3, self, "Removed attributes: %(removedAttrs)s")
gui.label(box3, self, "Reduced attributes: %(reducedAttrs)s")
gui.label(box3, self, "Resorted attributes: %(resortedAttrs)s")
gui.label(box3, self, "Class attribute: %(classAttr)s")
gui.auto_commit(self.controlArea, self, "autoSend", "Send Data",
checkbox_label="Send automatically",
orientation="horizontal")
gui.rubber(self.controlArea)
def __init__(self):
super().__init__()
self.data = None
# GUI
box = gui.vBox(self.controlArea, "Feature names")
self.feature_radio = gui.radioButtonsInBox(
box,
self,
"feature_type",
callback=lambda: self.apply(),
btnLabels=["Generic", "From meta attribute:"])
self.feature_model = DomainModel(order=DomainModel.METAS,
valid_types=StringVariable,
alphabetical=True)
self.feature_combo = gui.comboBox(gui.indentedBox(
box, gui.checkButtonOffsetHint(self.feature_radio.buttons[0])),
self,
"feature_names_column",
callback=self._feature_combo_changed,
model=self.feature_model)
self.apply_button = gui.auto_commit(self.controlArea,
self,
"auto_apply",
"&Apply",
box=False,
commit=self.apply)
def __init__(self):
super().__init__()
self.old_purge_classes = True
self.conditions = []
self.last_output_conditions = None
box = gui.widgetBox(self.controlArea, 'Conditions', stretch=100)
self.cond_list = QtGui.QTableWidget(box)
box.layout().addWidget(self.cond_list)
self.cond_list.setShowGrid(False)
self.cond_list.setSelectionMode(QtGui.QTableWidget.NoSelection)
self.cond_list.setColumnCount(3)
self.cond_list.setRowCount(0)
self.cond_list.verticalHeader().hide()
self.cond_list.horizontalHeader().hide()
self.cond_list.resizeColumnToContents(0)
self.cond_list.horizontalHeader().setResizeMode(
QtGui.QHeaderView.Stretch)
self.cond_list.viewport().setBackgroundRole(QtGui.QPalette.Window)
box2 = gui.widgetBox(box, orientation="horizontal")
self.add_button = gui.button(box2, self, "Add condition",
callback=self.add_row)
self.add_all_button = gui.button(box2, self, "Add all variables",
callback=self.add_all)
self.remove_all_button = gui.button(box2, self, "Remove all",
callback=self.remove_all)
gui.rubber(box2)
info = gui.widgetBox(self.controlArea, '', orientation="horizontal")
box_data_in = gui.widgetBox(info, 'Data In')
# self.data_in_rows = gui.widgetLabel(box_data_in, " ")
self.data_in_variables = gui.widgetLabel(box_data_in, " ")
gui.rubber(box_data_in)
box_data_out = gui.widgetBox(info, 'Data Out')
self.data_out_rows = gui.widgetLabel(box_data_out, " ")
# self.dataOutAttributesLabel = gui.widgetLabel(box_data_out, " ")
gui.rubber(box_data_out)
box = gui.widgetBox(self.controlArea, orientation="horizontal")
box_setting = gui.widgetBox(box, 'Purging')
cb = gui.checkBox(box_setting, self, "purge_attributes",
"Remove unused values/features",
callback=self.on_purge_change)
self.purgeClassesCB = gui.checkBox(
gui.indentedBox(box_setting, sep=gui.checkButtonOffsetHint(cb)),
self, "purge_classes", "Remove unused classes",
callback=self.on_purge_change)
box_commit = gui.widgetBox(box, 'Commit')
gui.checkBox(box_commit, self, "update_on_change", "Commit on change")
gui.button(box_commit, self, "Commit", self.output_data, default=True)
self.set_data(None)
self.resize(600, 400)
def __init__(self, parent=None, signalManager=None):
widget.OWWidget.__init__(self, parent, signalManager, 'PurgeDomain', wantMainArea=False)
self.data = None
self.preRemoveValues = 1
self.preRemoveClasses = 1
self.autoSend = 1
self.dataChanged = False
self.removedAttrs = self.reducedAttrs = self.resortedAttrs = self.classAttr = "-"
boxAt =gui.widgetBox(self.controlArea, "Attributes", addSpace=True)
gui.checkBox(boxAt, self, 'sortValues', 'Sort attribute values', callback = self.optionsChanged)
rua = gui.checkBox(boxAt, self, "removeAttributes", "Remove attributes with less than two values", callback = self.removeAttributesChanged)
ruv = gui.checkBox(gui.indentedBox(boxAt, sep=gui.checkButtonOffsetHint(rua)), self, "removeValues", "Remove unused attribute values", callback = self.optionsChanged)
rua.disables = [ruv]
rua.makeConsistent()
boxAt = gui.widgetBox(self.controlArea, "Classes", addSpace=True)
gui.checkBox(boxAt, self, 'sortClasses', 'Sort classes', callback = self.optionsChanged)
rua = gui.checkBox(boxAt, self, "removeClassAttribute", "Remove class attribute if there are less than two classes", callback = self.removeClassesChanged)
ruv = gui.checkBox(gui.indentedBox(boxAt, sep=gui.checkButtonOffsetHint(rua)), self, "removeClasses", "Remove unused class values", callback = self.optionsChanged)
rua.disables = [ruv]
rua.makeConsistent()
box3 = gui.widgetBox(self.controlArea, 'Statistics', addSpace=True)
gui.label(box3, self, "Removed attributes: %(removedAttrs)s")
gui.label(box3, self, "Reduced attributes: %(reducedAttrs)s")
gui.label(box3, self, "Resorted attributes: %(resortedAttrs)s")
gui.label(box3, self, "Class attribute: %(classAttr)s")
box2 = gui.widgetBox(self.controlArea, "Send")
btSend = gui.button(box2, self, "Send data", callback = self.process, default=True)
cbAutoSend = gui.checkBox(box2, self, "autoSend", "Send automatically")
gui.setStopper(self, btSend, cbAutoSend, "dataChanged", self.process)
gui.rubber(self.controlArea)
def __init__(self,parent=None, signalManager = None, name = "Continuizer"):
widget.OWWidget.__init__(self, parent, signalManager, name, wantMainArea = 0)
self.targetValue = 0
self.autosend = 0
self.dataChanged = False
bgMultiTreatment = gui.widgetBox(self.controlArea, "Multinomial attributes")
gui.radioButtonsInBox(bgMultiTreatment, self, "multinomialTreatment", btnLabels=[x[0] for x in self.multinomialTreats], callback=self.sendDataIf)
self.controlArea.layout().addSpacing(4)
bgMultiTreatment = gui.widgetBox(self.controlArea, "Continuous attributes")
gui.radioButtonsInBox(bgMultiTreatment, self, "continuousTreatment", btnLabels=[x[0] for x in self.continuousTreats], callback=self.sendDataIf)
self.controlArea.layout().addSpacing(4)
bgClassTreatment = gui.widgetBox(self.controlArea, "Discrete class attribute")
self.ctreat =gui.radioButtonsInBox(bgClassTreatment, self, "classTreatment", btnLabels=[x[0] for x in self.classTreats], callback=self.sendDataIf)
# hbox = OWGUI.widgetBox(bgClassTreatment, orientation = "horizontal")
# OWGUI.separator(hbox, 19, 4)
hbox = gui.indentedBox(bgClassTreatment, sep=gui.checkButtonOffsetHint(self.ctreat.buttons[-1]), orientation="horizontal")
self.cbTargetValue = gui.comboBox(hbox, self, "targetValue", label="Target Value ", items=[], orientation="horizontal", callback=self.cbTargetSelected)
def setEnabled(*args):
self.cbTargetValue.setEnabled(self.classTreatment == 3)
self.ctreat.group.buttonClicked.connect(setEnabled)
setEnabled()
self.controlArea.layout().addSpacing(4)
zbbox = gui.widgetBox(self.controlArea, "Value range")
gui.radioButtonsInBox(zbbox, self, "zeroBased", btnLabels=self.valueRanges, callback=self.sendDataIf)
self.controlArea.layout().addSpacing(4)
snbox = gui.widgetBox(self.controlArea, "Send data")
gui.button(snbox, self, "Send data", callback=self.sendData, default=True)
gui.checkBox(snbox, self, "autosend", "Send automatically", callback=self.enableAuto)
self.data = None
#self.sendPreprocessor()
self.resize(150,300)
def __init__(self):
super().__init__()
self.data = None
# GUI
box = gui.vBox(self.controlArea, "Feature names")
self.feature_radio = gui.radioButtonsInBox(
box, self, "feature_type", callback=lambda: self.apply(), btnLabels=["Generic", "From meta attribute:"]
)
self.feature_model = DomainModel(order=DomainModel.METAS, valid_types=StringVariable, alphabetical=True)
self.feature_combo = gui.comboBox(
gui.indentedBox(box, gui.checkButtonOffsetHint(self.feature_radio.buttons[0])),
self,
"feature_names_column",
callback=self._feature_combo_changed,
model=self.feature_model,
)
self.apply_button = gui.auto_commit(
self.controlArea, self, "auto_apply", "&Apply", box=False, commit=self.apply
)
def __init__(self, parent=None):
super().__init__(parent)
self.data = None
self.preRemoveValues = 1
self.preRemoveClasses = 1
self.dataChanged = False
self.removedAttrs = "-"
self.reducedAttrs = "-"
self.resortedAttrs = "-"
self.classAttr = "-"
boxAt = gui.widgetBox(self.controlArea, "Attributes")
gui.checkBox(boxAt,
self,
'sortValues',
'Sort attribute values',
callback=self.optionsChanged)
gui.separator(boxAt, 2)
rua = gui.checkBox(boxAt,
self,
"removeAttributes",
"Remove attributes with less than two values",
callback=self.removeAttributesChanged)
ruv = gui.checkBox(gui.indentedBox(boxAt,
sep=gui.checkButtonOffsetHint(rua)),
self,
"removeValues",
"Remove unused attribute values",
callback=self.optionsChanged)
rua.disables = [ruv]
rua.makeConsistent()
boxAt = gui.widgetBox(self.controlArea, "Classes", addSpace=True)
gui.checkBox(boxAt,
self,
'sortClasses',
'Sort classes',
callback=self.optionsChanged)
gui.separator(boxAt, 2)
rua = gui.checkBox(
boxAt,
self,
"removeClassAttribute",
"Remove class attribute if there are less than two classes",
callback=self.removeClassesChanged)
ruv = gui.checkBox(gui.indentedBox(boxAt,
sep=gui.checkButtonOffsetHint(rua)),
self,
"removeClasses",
"Remove unused class values",
callback=self.optionsChanged)
rua.disables = [ruv]
rua.makeConsistent()
box3 = gui.widgetBox(self.controlArea, 'Statistics', addSpace=True)
gui.label(box3, self, "Removed attributes: %(removedAttrs)s")
gui.label(box3, self, "Reduced attributes: %(reducedAttrs)s")
gui.label(box3, self, "Resorted attributes: %(resortedAttrs)s")
gui.label(box3, self, "Class attribute: %(classAttr)s")
box2 = gui.widgetBox(self.controlArea, "Send")
btSend = gui.button(box2,
self,
"Send data",
callback=self.process,
default=True)
cbAutoSend = gui.checkBox(box2, self, "autoSend", "Send automatically")
gui.setStopper(self, btSend, cbAutoSend, "dataChanged", self.process)
gui.rubber(self.controlArea)
def __init__(self):
super().__init__()
self.primary_data = None
self.more_data = OrderedDict()
mergebox = gui.vBox(self.controlArea, "Domain Merging")
box = gui.radioButtons(
mergebox, self, "merge_type",
callback=self._merge_type_changed)
gui.widgetLabel(
box, self.tr("When there is no primary table, " +
"the domain should be:"))
for opts in self.domain_opts:
gui.appendRadioButton(box, self.tr(opts))
gui.separator(box)
label = gui.widgetLabel(
box,
self.tr("The resulting table will have a class only if there " +
"is no conflict between input classes."))
label.setWordWrap(True)
###
box = gui.vBox(
self.controlArea, self.tr("Source Identification"),
addSpace=False)
cb = gui.checkBox(
box, self, "append_source_column",
self.tr("Append data source IDs"))
ibox = gui.indentedBox(box, sep=gui.checkButtonOffsetHint(cb))
form = QFormLayout(
spacing=8,
labelAlignment=Qt.AlignLeft,
formAlignment=Qt.AlignLeft,
fieldGrowthPolicy=QFormLayout.AllNonFixedFieldsGrow
)
form.addRow(
self.tr("Feature name:"),
gui.lineEdit(ibox, self, "source_attr_name", valueType=str))
form.addRow(
self.tr("Place:"),
gui.comboBox(ibox, self, "source_column_role", items=self.id_roles)
)
ibox.layout().addLayout(form)
mleft, mtop, mright, _ = ibox.layout().getContentsMargins()
ibox.layout().setContentsMargins(mleft, mtop, mright, 4)
cb.disables.append(ibox)
cb.makeConsistent()
box = gui.auto_commit(
self.controlArea, self, "auto_commit", "Apply", commit=self.apply)
box.layout().insertWidget(0, self.report_button)
box.layout().insertSpacing(1, 20)
def __init__(self, parent=None):
super().__init__(parent)
# Output changed flag
self._changed = False
# Diagram update is in progress
self._updating = False
# Input update is in progress
self._inputUpdate = False
# All input tables have the same domain.
self.samedomain = True
# Input datasets in the order they were 'connected'.
self.data = OrderedDict()
# Extracted input item sets in the order they were 'connected'
self.itemsets = OrderedDict()
# GUI
box = gui.widgetBox(self.controlArea, "Info")
self.info = gui.widgetLabel(box, "No data on input\n")
self.identifiersBox = gui.radioButtonsInBox(
self.controlArea,
self,
"useidentifiers", [],
box="Data Instance Identifiers",
callback=self._on_useidentifiersChanged)
self.useequalityButton = gui.appendRadioButton(
self.identifiersBox, "Use instance equality")
rb = gui.appendRadioButton(self.identifiersBox, "Use identifiers")
self.inputsBox = gui.indentedBox(self.identifiersBox,
sep=gui.checkButtonOffsetHint(rb))
self.inputsBox.setEnabled(bool(self.useidentifiers))
for i in range(5):
box = gui.widgetBox(self.inputsBox,
"Data set #%i" % (i + 1),
addSpace=False)
box.setFlat(True)
model = itemmodels.VariableListModel(parent=self)
cb = QComboBox()
cb.setModel(model)
cb.activated[int].connect(self._on_inputAttrActivated)
box.setEnabled(False)
# Store the combo in the box for later use.
box.combo_box = cb
box.layout().addWidget(cb)
gui.rubber(self.controlArea)
box = gui.widgetBox(self.controlArea, "Output")
cb = gui.checkBox(box, self, "autocommit", "Commit on any change")
b = gui.button(box, self, "Commit", callback=self.commit, default=True)
gui.setStopper(self, b, cb, "_changed", callback=self.commit)
# Main area view
self.scene = QGraphicsScene()
self.view = QGraphicsView(self.scene)
self.view.setRenderHint(QPainter.Antialiasing)
self.view.setBackgroundRole(QPalette.Window)
self.view.setFrameStyle(QGraphicsView.StyledPanel)
self.mainArea.layout().addWidget(self.view)
self.vennwidget = VennDiagram()
self.vennwidget.resize(400, 400)
self.vennwidget.itemTextEdited.connect(self._on_itemTextEdited)
self.scene.selectionChanged.connect(self._on_selectionChanged)
self.scene.addItem(self.vennwidget)
self.resize(self.controlArea.sizeHint().width() + 550,
max(self.controlArea.sizeHint().height(), 550))
self._queue = []
def __init__(self):
super().__init__()
# Diagram update is in progress
self._updating = False
# Input update is in progress
self._inputUpdate = False
# All input tables have the same domain.
self.samedomain = True
# Input datasets in the order they were 'connected'.
self.data = OrderedDict()
# Extracted input item sets in the order they were 'connected'
self.itemsets = OrderedDict()
# GUI
box = gui.vBox(self.controlArea, "Info")
self.info = gui.widgetLabel(box, "No data on input.\n")
self.identifiersBox = gui.radioButtonsInBox(
self.controlArea,
self,
"useidentifiers",
[],
box="Data Instance Identifiers",
callback=self._on_useidentifiersChanged,
)
self.useequalityButton = gui.appendRadioButton(self.identifiersBox, "Use instance equality")
self.useidentifiersButton = rb = gui.appendRadioButton(self.identifiersBox, "Use identifiers")
self.inputsBox = gui.indentedBox(self.identifiersBox, sep=gui.checkButtonOffsetHint(rb))
self.inputsBox.setEnabled(bool(self.useidentifiers))
for i in range(5):
box = gui.vBox(self.inputsBox, "Data set #%i" % (i + 1), addSpace=False)
box.setFlat(True)
model = itemmodels.VariableListModel(parent=self)
cb = QComboBox(minimumContentsLength=12, sizeAdjustPolicy=QComboBox.AdjustToMinimumContentsLengthWithIcon)
cb.setModel(model)
cb.activated[int].connect(self._on_inputAttrActivated)
box.setEnabled(False)
# Store the combo in the box for later use.
box.combo_box = cb
box.layout().addWidget(cb)
gui.rubber(self.controlArea)
box = gui.vBox(self.controlArea, "Output")
gui.checkBox(box, self, "output_duplicates", "Output duplicates", callback=lambda: self.commit())
gui.auto_commit(box, self, "autocommit", "Send Selection", "Send Automatically", box=False)
# Main area view
self.scene = QGraphicsScene()
self.view = QGraphicsView(self.scene)
self.view.setRenderHint(QPainter.Antialiasing)
self.view.setBackgroundRole(QPalette.Window)
self.view.setFrameStyle(QGraphicsView.StyledPanel)
self.mainArea.layout().addWidget(self.view)
self.vennwidget = VennDiagram()
self.vennwidget.resize(400, 400)
self.vennwidget.itemTextEdited.connect(self._on_itemTextEdited)
self.scene.selectionChanged.connect(self._on_selectionChanged)
self.scene.addItem(self.vennwidget)
self.resize(self.controlArea.sizeHint().width() + 550, max(self.controlArea.sizeHint().height(), 550))
self._queue = []
def __init__(self):
super().__init__()
self.primary_data = None
self._more_data_input: List[Optional[Orange.data.Table]] = []
self.mergebox = gui.vBox(self.controlArea, "Variable Merging")
box = gui.radioButtons(self.mergebox,
self,
"merge_type",
callback=self._merge_type_changed)
gui.widgetLabel(
box,
self.tr("When there is no primary table, " +
"the output should contain:"))
for opts in self.domain_opts:
gui.appendRadioButton(box, self.tr(opts))
gui.separator(box)
label = gui.widgetLabel(
box,
self.tr("The resulting table will have a class only if there " +
"is no conflict between input classes."))
label.setWordWrap(True)
gui.separator(box)
gui.checkBox(
box,
self,
"ignore_compute_value",
"Treat variables with the same name as the same variable,\n"
"even if they are computed using different formulae.",
callback=self.commit.deferred,
stateWhenDisabled=False)
###
box = gui.vBox(
self.controlArea,
self.tr("Source Identification"),
)
cb = gui.checkBox(box,
self,
"append_source_column",
self.tr("Append data source IDs"),
callback=self._source_changed)
ibox = gui.indentedBox(box, sep=gui.checkButtonOffsetHint(cb))
form = QFormLayout(spacing=8,
labelAlignment=Qt.AlignLeft,
formAlignment=Qt.AlignLeft,
fieldGrowthPolicy=QFormLayout.AllNonFixedFieldsGrow)
form.addRow(
self.tr("Feature name:"),
gui.lineEdit(ibox,
self,
"source_attr_name",
valueType=str,
callback=self._source_changed))
form.addRow(
self.tr("Place:"),
gui.comboBox(ibox,
self,
"source_column_role",
items=self.id_roles,
callback=self._source_changed))
ibox.layout().addLayout(form)
mleft, mtop, mright, _ = ibox.layout().getContentsMargins()
ibox.layout().setContentsMargins(mleft, mtop, mright, 4)
cb.disables.append(ibox)
cb.makeConsistent()
gui.auto_apply(self.buttonsArea, self, "auto_commit")
def __init__(self):
super().__init__()
#: Input data table
self.data = None # type: Optional[Orange.data.Table]
#: A dict mapping input ids to PredictorSlot
self.predictors = OrderedDict() # type: Dict[object, PredictorSlot]
#: A class variable (prediction target)
self.class_var = None # type: Optional[Orange.data.Variable]
#: List of (discrete) class variable's values
self.class_values = [] # type: List[str]
box = gui.vBox(self.controlArea, "Info")
self.infolabel = gui.widgetLabel(
box, "No data on input.\nPredictors: 0\nTask: N/A")
self.infolabel.setMinimumWidth(150)
gui.button(box, self, "Restore Original Order",
callback=self._reset_order,
tooltip="Show rows in the original order")
self.classification_options = box = gui.vBox(
self.controlArea, "Options (classification)", spacing=-1,
addSpace=False)
gui.checkBox(box, self, "show_predictions", "Show predicted class",
callback=self._update_prediction_delegate)
b = gui.checkBox(box, self, "show_probabilities",
"Show predicted probabilities",
callback=self._update_prediction_delegate)
ibox = gui.indentedBox(box, sep=gui.checkButtonOffsetHint(b),
addSpace=False)
gui.listBox(ibox, self, "selected_classes", "class_values",
callback=self._update_prediction_delegate,
selectionMode=QListWidget.MultiSelection,
addSpace=False)
gui.checkBox(box, self, "draw_dist", "Draw distribution bars",
callback=self._update_prediction_delegate)
box = gui.vBox(self.controlArea, "Data View")
gui.checkBox(box, self, "show_attrs", "Show full data set",
callback=self._update_column_visibility)
box = gui.vBox(self.controlArea, "Output", spacing=-1)
self.checkbox_class = gui.checkBox(
box, self, "output_attrs", "Original data",
callback=self.commit)
self.checkbox_class = gui.checkBox(
box, self, "output_predictions", "Predictions",
callback=self.commit)
self.checkbox_prob = gui.checkBox(
box, self, "output_probabilities", "Probabilities",
callback=self.commit)
gui.rubber(self.controlArea)
self.splitter = QSplitter(
orientation=Qt.Horizontal,
childrenCollapsible=False,
handleWidth=2,
)
self.dataview = TableView(
verticalScrollBarPolicy=Qt.ScrollBarAlwaysOn,
horizontalScrollBarPolicy=Qt.ScrollBarAlwaysOn,
horizontalScrollMode=QTableView.ScrollPerPixel,
selectionMode=QTableView.NoSelection,
focusPolicy=Qt.StrongFocus
)
self.predictionsview = TableView(
verticalScrollBarPolicy=Qt.ScrollBarAlwaysOff,
horizontalScrollBarPolicy=Qt.ScrollBarAlwaysOn,
horizontalScrollMode=QTableView.ScrollPerPixel,
selectionMode=QTableView.NoSelection,
focusPolicy=Qt.StrongFocus,
sortingEnabled=True,
)
self.predictionsview.setItemDelegate(PredictionsItemDelegate())
self.dataview.verticalHeader().hide()
dsbar = self.dataview.verticalScrollBar()
psbar = self.predictionsview.verticalScrollBar()
psbar.valueChanged.connect(dsbar.setValue)
dsbar.valueChanged.connect(psbar.setValue)
self.dataview.verticalHeader().setDefaultSectionSize(22)
self.predictionsview.verticalHeader().setDefaultSectionSize(22)
self.dataview.verticalHeader().sectionResized.connect(
lambda index, _, size:
self.predictionsview.verticalHeader()
.resizeSection(index, size)
)
self.splitter.addWidget(self.predictionsview)
self.splitter.addWidget(self.dataview)
self.mainArea.layout().addWidget(self.splitter)
def __init__(self):
super().__init__()
#: Input data table
self.data = None # type: Optional[Orange.data.Table]
#: A dict mapping input ids to PredictorSlot
self.predictors = OrderedDict() # type: Dict[object, PredictorSlot]
#: A class variable (prediction target)
self.class_var = None # type: Optional[Orange.data.Variable]
#: List of (discrete) class variable's values
self.class_values = [] # type: List[str]
box = gui.vBox(self.controlArea, "Info")
self.infolabel = gui.widgetLabel(
box, "No data on input.\nPredictors: 0\nTask: N/A")
self.infolabel.setMinimumWidth(150)
gui.button(box,
self,
"Restore Original Order",
callback=self._reset_order,
tooltip="Show rows in the original order")
self.classification_options = box = gui.vBox(self.controlArea,
"Show",
spacing=-1,
addSpace=False)
gui.checkBox(box,
self,
"show_predictions",
"Predicted class",
callback=self._update_prediction_delegate)
b = gui.checkBox(box,
self,
"show_probabilities",
"Predicted probabilities for:",
callback=self._update_prediction_delegate)
ibox = gui.indentedBox(box,
sep=gui.checkButtonOffsetHint(b),
addSpace=False)
gui.listBox(ibox,
self,
"selected_classes",
"class_values",
callback=self._update_prediction_delegate,
selectionMode=QListWidget.MultiSelection,
addSpace=False)
gui.checkBox(box,
self,
"draw_dist",
"Draw distribution bars",
callback=self._update_prediction_delegate)
box = gui.vBox(self.controlArea, "Data View")
gui.checkBox(box,
self,
"show_attrs",
"Show full dataset",
callback=self._update_column_visibility)
box = gui.vBox(self.controlArea, "Output", spacing=-1)
self.checkbox_class = gui.checkBox(box,
self,
"output_attrs",
"Original data",
callback=self.commit)
self.checkbox_class = gui.checkBox(box,
self,
"output_predictions",
"Predictions",
callback=self.commit)
self.checkbox_prob = gui.checkBox(box,
self,
"output_probabilities",
"Probabilities",
callback=self.commit)
gui.rubber(self.controlArea)
self.splitter = QSplitter(
orientation=Qt.Horizontal,
childrenCollapsible=False,
handleWidth=2,
)
self.dataview = TableView(
verticalScrollBarPolicy=Qt.ScrollBarAlwaysOn,
horizontalScrollBarPolicy=Qt.ScrollBarAlwaysOn,
horizontalScrollMode=QTableView.ScrollPerPixel,
selectionMode=QTableView.NoSelection,
focusPolicy=Qt.StrongFocus)
self.predictionsview = TableView(
verticalScrollBarPolicy=Qt.ScrollBarAlwaysOff,
horizontalScrollBarPolicy=Qt.ScrollBarAlwaysOn,
horizontalScrollMode=QTableView.ScrollPerPixel,
selectionMode=QTableView.NoSelection,
focusPolicy=Qt.StrongFocus,
sortingEnabled=True,
)
self.predictionsview.setItemDelegate(PredictionsItemDelegate())
self.dataview.verticalHeader().hide()
dsbar = self.dataview.verticalScrollBar()
psbar = self.predictionsview.verticalScrollBar()
psbar.valueChanged.connect(dsbar.setValue)
dsbar.valueChanged.connect(psbar.setValue)
self.dataview.verticalHeader().setDefaultSectionSize(22)
self.predictionsview.verticalHeader().setDefaultSectionSize(22)
self.dataview.verticalHeader().sectionResized.connect(
lambda index, _, size: self.predictionsview.verticalHeader(
).resizeSection(index, size))
self.splitter.addWidget(self.predictionsview)
self.splitter.addWidget(self.dataview)
self.mainArea.layout().addWidget(self.splitter)
def __init__(self):
super().__init__()
self.primary_data = None
self._more_data_input: List[Optional[Orange.data.Table]] = []
self.mergebox = gui.vBox(self.controlArea, "变量合并")
box = gui.radioButtons(
self.mergebox, self, "merge_type",
callback=self._merge_type_changed)
gui.widgetLabel(
box, self.tr("当没有主表时，" +
"方法应该是："))
for opts in self.domain_opts:
gui.appendRadioButton(box, self.tr(opts))
gui.separator(box)
label = gui.widgetLabel(
box,
self.tr("只有在输入类别(class)之间没有冲突时，结果表才会有一个类别(class)。"
))
label.setWordWrap(True)
gui.separator(box)
gui.checkBox(
box, self, "ignore_compute_value",
"将相同名称的变量看做同一个变量",
callback=self.commit.deferred, stateWhenDisabled=False)
###
box = gui.vBox(
self.controlArea, self.tr("数据源标识"),
)
cb = gui.checkBox(
box, self, "append_source_column",
self.tr("附加数据源IDs"),
callback=self._source_changed)
ibox = gui.indentedBox(box, sep=gui.checkButtonOffsetHint(cb))
form = QFormLayout(
spacing=8,
labelAlignment=Qt.AlignLeft,
formAlignment=Qt.AlignLeft,
fieldGrowthPolicy=QFormLayout.AllNonFixedFieldsGrow
)
form.addRow(
self.tr("特征名称:"),
gui.lineEdit(ibox, self, "source_attr_name", valueType=str,
callback=self._source_changed))
form.addRow(
self.tr("位于:"),
gui.comboBox(ibox, self, "source_column_role", items=self.id_roles,
callback=self._source_changed))
ibox.layout().addLayout(form)
mleft, mtop, mright, _ = ibox.layout().getContentsMargins()
ibox.layout().setContentsMargins(mleft, mtop, mright, 4)
cb.disables.append(ibox)
cb.makeConsistent()
gui.auto_apply(self.buttonsArea, self, "auto_commit")
def __init__(self, parent=None):
super().__init__(parent)
self.primary_data = None
self.more_data = OrderedDict()
mergebox = gui.widgetBox(self.controlArea, "Domains merging")
box = gui.radioButtons(
mergebox, self, "merge_type",
callback=self._merge_type_changed)
gui.widgetLabel(
box, self.tr("When there is no primary table, " +
"the domain should be:"))
gui.appendRadioButton(
box, self.tr("Union of attributes appearing in all tables"))
gui.appendRadioButton(
box, self.tr("Intersection of attributes in all tables"))
gui.separator(box)
label = gui.widgetLabel(
box,
self.tr("The resulting table will have class only if there " +
"is no conflict between input classes."))
label.setWordWrap(True)
###
box = gui.widgetBox(
self.controlArea, self.tr("Source identification"),
addSpace=False)
cb = gui.checkBox(
box, self, "append_source_column",
self.tr("Append data source IDs"))
ibox = gui.indentedBox(box, sep=gui.checkButtonOffsetHint(cb))
form = QtGui.QFormLayout(
spacing=8,
labelAlignment=Qt.AlignLeft,
formAlignment=Qt.AlignLeft,
fieldGrowthPolicy=QtGui.QFormLayout.AllNonFixedFieldsGrow
)
form.addRow(
self.tr("Feature name"),
gui.lineEdit(ibox, self, "source_attr_name", valueType=str))
form.addRow(
self.tr("Place"),
gui.comboBox(
ibox, self, "source_column_role",
items=[self.tr("Class attribute"),
self.tr("Attribute"),
self.tr("Meta attribute")])
)
ibox.layout().addLayout(form)
mleft, mtop, mright, _ = ibox.layout().getContentsMargins()
ibox.layout().setContentsMargins(mleft, mtop, mright, 4)
cb.disables.append(ibox)
cb.makeConsistent()
gui.button(
self.controlArea, self, self.tr("Apply Changes"),
callback=self.apply, default=True
)
gui.rubber(self.controlArea)
self.setSizePolicy(QtGui.QSizePolicy.Fixed, QtGui.QSizePolicy.Fixed)
def __init__(self):
super().__init__()
self.primary_data = None
self.more_data = OrderedDict()
self.mergebox = gui.vBox(self.controlArea, "领域合并")
box = gui.radioButtons(
self.mergebox, self, "merge_type",
callback=self._merge_type_changed)
gui.widgetLabel(box, self.tr("当没有主表时，域应该是:"))
for opts in self.domain_opts:
gui.appendRadioButton(box, self.tr(opts))
gui.separator(box)
label = gui.widgetLabel(
box,
self.tr("只有在输入类之间没有冲突时，结果表才会有一个类。"))
label.setWordWrap(True)
###
box = gui.vBox(
self.controlArea, self.tr("来源识别"),
addSpace=False)
cb = gui.checkBox(
box, self, "append_source_column",
self.tr("附加数据源 IDs"),
callback=self._source_changed)
ibox = gui.indentedBox(box, sep=gui.checkButtonOffsetHint(cb))
form = QFormLayout(
spacing=8,
labelAlignment=Qt.AlignLeft,
formAlignment=Qt.AlignLeft,
fieldGrowthPolicy=QFormLayout.AllNonFixedFieldsGrow
)
form.addRow(
self.tr("特征名称:"),
gui.lineEdit(ibox, self, "source_attr_name", valueType=str,
callback=self._source_changed))
form.addRow(
self.tr("地点:"),
gui.comboBox(ibox, self, "source_column_role", items=self.id_roles,
callback=self._source_changed))
ibox.layout().addLayout(form)
mleft, mtop, mright, _ = ibox.layout().getContentsMargins()
ibox.layout().setContentsMargins(mleft, mtop, mright, 4)
cb.disables.append(ibox)
cb.makeConsistent()
box = gui.auto_commit(
self.controlArea, self, "auto_commit", "应用", commit=self.apply,
orientation=Qt.Horizontal, checkbox_label="自动应用")
box.button.setFixedWidth(180)
box.layout().insertStretch(0)
def __init__(self, parent=None):
super().__init__(parent)
self.primary_data = None
self.more_data = OrderedDict()
mergebox = gui.widgetBox(self.controlArea, "Domains merging")
box = gui.radioButtons(mergebox,
self,
"merge_type",
callback=self._merge_type_changed)
gui.widgetLabel(
box,
self.tr("When there is no primary table, " +
"the domain should be:"))
gui.appendRadioButton(
box, self.tr("Union of attributes appearing in all tables"))
gui.appendRadioButton(
box, self.tr("Intersection of attributes in all tables"))
gui.separator(box)
label = gui.widgetLabel(
box,
self.tr("The resulting table will have class only if there " +
"is no conflict between input classes."))
label.setWordWrap(True)
###
box = gui.widgetBox(self.controlArea,
self.tr("Source identification"),
addSpace=False)
cb = gui.checkBox(box, self, "append_source_column",
self.tr("Append data source IDs"))
ibox = gui.indentedBox(box, sep=gui.checkButtonOffsetHint(cb))
form = QtGui.QFormLayout(
spacing=8,
labelAlignment=Qt.AlignLeft,
formAlignment=Qt.AlignLeft,
fieldGrowthPolicy=QtGui.QFormLayout.AllNonFixedFieldsGrow)
form.addRow(
self.tr("Feature name"),
gui.lineEdit(ibox, self, "source_attr_name", valueType=str))
form.addRow(
self.tr("Place"),
gui.comboBox(ibox,
self,
"source_column_role",
items=[
self.tr("Class attribute"),
self.tr("Attribute"),
self.tr("Meta attribute")
]))
ibox.layout().addLayout(form)
mleft, mtop, mright, _ = ibox.layout().getContentsMargins()
ibox.layout().setContentsMargins(mleft, mtop, mright, 4)
cb.disables.append(ibox)
cb.makeConsistent()
gui.button(self.controlArea,
self,
self.tr("Apply Changes"),
callback=self.apply,
default=True)
gui.rubber(self.controlArea)
self.setSizePolicy(QtGui.QSizePolicy.Fixed, QtGui.QSizePolicy.Fixed)
def __init__(self):
super().__init__()
self.primary_data = None
self.more_data = OrderedDict()
self.mergebox = gui.vBox(self.controlArea, "Domain Merging")
box = gui.radioButtons(self.mergebox,
self,
"merge_type",
callback=self._merge_type_changed)
gui.widgetLabel(
box,
self.tr("When there is no primary table, " +
"the domain should be:"))
for opts in self.domain_opts:
gui.appendRadioButton(box, self.tr(opts))
gui.separator(box)
label = gui.widgetLabel(
box,
self.tr("The resulting table will have a class only if there " +
"is no conflict between input classes."))
label.setWordWrap(True)
###
box = gui.vBox(self.controlArea,
self.tr("Source Identification"),
addSpace=False)
cb = gui.checkBox(box,
self,
"append_source_column",
self.tr("Append data source IDs"),
callback=self._source_changed)
ibox = gui.indentedBox(box, sep=gui.checkButtonOffsetHint(cb))
form = QFormLayout(spacing=8,
labelAlignment=Qt.AlignLeft,
formAlignment=Qt.AlignLeft,
fieldGrowthPolicy=QFormLayout.AllNonFixedFieldsGrow)
form.addRow(
self.tr("Feature name:"),
gui.lineEdit(ibox,
self,
"source_attr_name",
valueType=str,
callback=self._source_changed))
form.addRow(
self.tr("Place:"),
gui.comboBox(ibox,
self,
"source_column_role",
items=self.id_roles,
callback=self._source_changed))
ibox.layout().addLayout(form)
mleft, mtop, mright, _ = ibox.layout().getContentsMargins()
ibox.layout().setContentsMargins(mleft, mtop, mright, 4)
cb.disables.append(ibox)
cb.makeConsistent()
box = gui.auto_commit(self.controlArea,
self,
"auto_commit",
"Apply",
commit=self.apply)
box.layout().insertWidget(0, self.report_button)
box.layout().insertSpacing(1, 20)
def __init__(self):
super().__init__()
self.old_purge_classes = True
self.conditions = []
self.last_output_conditions = None
self.data = None
box = gui.widgetBox(self.controlArea, 'Conditions', stretch=100)
self.cond_list = QtGui.QTableWidget(box)
box.layout().addWidget(self.cond_list)
self.cond_list.setShowGrid(False)
self.cond_list.setSelectionMode(QtGui.QTableWidget.NoSelection)
self.cond_list.setColumnCount(3)
self.cond_list.setRowCount(0)
self.cond_list.verticalHeader().hide()
self.cond_list.horizontalHeader().hide()
self.cond_list.resizeColumnToContents(0)
self.cond_list.horizontalHeader().setResizeMode(
QtGui.QHeaderView.Stretch)
self.cond_list.viewport().setBackgroundRole(QtGui.QPalette.Window)
box2 = gui.widgetBox(box, orientation="horizontal")
self.add_button = gui.button(box2,
self,
"Add condition",
callback=self.add_row)
self.add_all_button = gui.button(box2,
self,
"Add all variables",
callback=self.add_all)
self.remove_all_button = gui.button(box2,
self,
"Remove all",
callback=self.remove_all)
gui.rubber(box2)
info = gui.widgetBox(self.controlArea, '', orientation="horizontal")
box_data_in = gui.widgetBox(info, 'Data In')
# self.data_in_rows = gui.widgetLabel(box_data_in, " ")
self.data_in_variables = gui.widgetLabel(box_data_in, " ")
gui.rubber(box_data_in)
box_data_out = gui.widgetBox(info, 'Data Out')
self.data_out_rows = gui.widgetLabel(box_data_out, " ")
# self.dataOutAttributesLabel = gui.widgetLabel(box_data_out, " ")
gui.rubber(box_data_out)
box = gui.widgetBox(self.controlArea, orientation="horizontal")
box_setting = gui.widgetBox(box, 'Purging')
cb = gui.checkBox(box_setting,
self,
"purge_attributes",
"Remove unused values/features",
callback=self.on_purge_change)
self.purgeClassesCB = gui.checkBox(gui.indentedBox(
box_setting, sep=gui.checkButtonOffsetHint(cb)),
self,
"purge_classes",
"Remove unused classes",
callback=self.on_purge_change)
gui.auto_commit(box,
self,
"auto_commit",
label="Commit",
checkbox_label="Commit on change")
self.set_data(None)
self.resize(600, 400)