def __init__(self, parent=None, signalManager=None, name="Vulcano Plot"):
OWWidget.__init__(self, parent, signalManager, name, wantGraph=True)
self.inputs = [("Examples", ExampleTable, self.setData)]
self.outputs = [("Examples with selected attributes", ExampleTable)]
self.genes_in_columns = False
self.showXTitle = True
self.showYTitle = True
self.auto_commit = False
self.selection_changed_flag = False
self.target_group = None, []
self.label_selections = []
self.graph = VulcanoGraph(self)
self.connect(self.graph, SIGNAL("selectionChanged()"),
self.on_selection_changed)
self.mainArea.layout().addWidget(self.graph)
self.loadSettings()
## GUI
box = OWGUI.widgetBox(self.controlArea, "Info")
self.infoLabel = OWGUI.label(box, self, "")
self.infoLabel.setText("No data on input")
self.infoLabel2 = OWGUI.label(box, self, "")
self.infoLabel2.setText("0 selected genes")
box = OWGUI.widgetBox(self.controlArea, "Target Labels")
self.target_widget = LabelSelectionWidget(self)
self.connect(self.target_widget,
SIGNAL("selection_changed(PyQt_PyObject, PyQt_PyObject)"),
self.on_target_changed)
self.connect(self.target_widget,
SIGNAL("label_activated(int)"),
self.on_label_activated)
box.layout().addWidget(self.target_widget)
self.genesInColumnsCheck = OWGUI.checkBox(box, self, "genes_in_columns",
"Genes in columns",
callback=[self.init_from_data, self.plot])
box = OWGUI.widgetBox(self.controlArea, "Settings")
OWGUI.hSlider(box, self, "graph.symbolSize", label="Symbol size: ", minValue=2, maxValue=20, step=1, callback = self.graph.updateSymbolSize)
OWGUI.checkBox(box, self, "showXTitle", "X axis title", callback=self.setAxesTitles)
OWGUI.checkBox(box, self, "showYTitle", "Y axis title", callback=self.setAxesTitles)
toolbar = ZoomSelectToolbar(self, self.controlArea, self.graph, buttons=[ZoomSelectToolbar.IconSelect, ZoomSelectToolbar.IconZoom, ZoomSelectToolbar.IconPan])
top_layout = toolbar.layout()
top_layout.setDirection(QBoxLayout.TopToBottom)
button_layotu = QHBoxLayout()
top_layout.insertLayout(0, button_layotu)
for i in range(1, top_layout.count()):
item = top_layout.itemAt(1)
top_layout.removeItem(item)
button_layotu.addItem(item)
OWGUI.checkBox(toolbar, self, "graph.symetricSelections", "Symetric selection", callback=self.graph.reselect)
box = OWGUI.widgetBox(self.controlArea, "Commit")
b = OWGUI.button(box, self, "Commit", callback=self.commit, default=True)
cb = OWGUI.checkBox(box, self, "auto_commit", "Commit automatically")
OWGUI.setStopper(self, b, cb, "selection_changed_flag", self.commit_if)
self.connect(self.graphButton, SIGNAL("clicked()"), self.graph.saveToFile)
OWGUI.rubber(self.controlArea)
self.data = None
self.target_group = None, []
self.current_selection = []
self.graph.reselect(True)
self.resize(800, 600)
def __init__(self, parent=None, signalManager = None):
# self.callbackDeposit = [] # deposit for OWGUI callback functions
OWWidget.__init__(self, parent, signalManager, 'Expression Profiles', 1)
#set default settings
self.ShowAverageProfile = 1
self.ShowSingleProfiles = 0
self.PointWidth = 2
self.CurveWidth = 1
self.AverageCurveWidth = 4
self.BoxPlotWidth = 2
self.SelectedClasses = []
self.Classes = []
self.autoSendSelected = 0
self.selectionChangedFlag = False
self.CutLow = 0; self.CutHigh = 0; self.CutEnabled = 0
self.profileLabel = None
#load settings
self.loadSettings()
# GUI
self.graph = profilesGraph(self, self.mainArea, "")
self.mainArea.layout().addWidget(self.graph)
self.graph.hide()
self.connect(self.graphButton, SIGNAL("clicked()"), self.graph.saveToFile)
# GUI definition
self.tabs = OWGUI.tabWidget(self.space)
# GRAPH TAB
GraphTab = OWGUI.createTabPage(self.tabs, "Graph")
## display options
self.infoLabel = OWGUI.widgetLabel(OWGUI.widgetBox(GraphTab, "Info"), "No data on input.")
displayOptBox = OWGUI.widgetBox(GraphTab, "Display") #QVButtonGroup("Display", GraphTab)
displayOptButtons = ['Majority Class', 'Majority Class Probability', 'Target Class Probability', 'Number of Instances']
OWGUI.checkBox(displayOptBox, self, 'ShowSingleProfiles', 'Expression Profiles', tooltip='', callback=self.updateShowSingleProfiles)
OWGUI.checkBox(displayOptBox, self, 'ShowAverageProfile', 'Box Plot', tooltip='', callback=self.updateShowAverageProfile)
## class selection (classQLB)
self.classQVGB = OWGUI.widgetBox(GraphTab, "Classes") #QVGroupBox(GraphTab)
## self.classQVGB.setTitle("Classes")
self.classQLB = OWGUI.listBox(self.classQVGB, self, "SelectedClasses", "Classes", selectionMode=QListWidget.MultiSelection, callback=self.classSelectionChange) #QListBox(self.classQVGB)
## self.classQLB.setSelectionMode(QListBox.Multi)
self.unselectAllClassedQLB = OWGUI.button(self.classQVGB, self, "Unselect all", callback=self.SUAclassQLB) #QPushButton("(Un)Select All", self.classQVGB)
## self.connect(self.unselectAllClassedQLB, SIGNAL("clicked()"), self.SUAclassQLB)
## self.connect(self.classQLB, SIGNAL("selectionChanged()"), self.classSelectionChange)
## show single/average profile
## self.showAverageQLB = QPushButton("Box Plot", self.classQVGB)
## self.showAverageQLB.setToggleButton(1)
## self.showAverageQLB.setOn(self.ShowAverageProfile)
## self.showSingleQLB = QPushButton("Single Profiles", self.classQVGB)
## self.showSingleQLB.setToggleButton(1)
## self.showSingleQLB.setOn(self.ShowSingleProfiles)
## self.connect(self.showAverageQLB, SIGNAL("toggled(bool)"), self.updateShowAverageProfile)
## self.connect(self.showSingleQLB, SIGNAL("toggled(bool)"), self.updateShowSingleProfiles)
## self.tabs.insertTab(GraphTab, "Graph")
# SETTINGS TAB
SettingsTab = OWGUI.createTabPage(self.tabs, "Settings") #QVGroupBox(self)
self.profileLabelComboBox = OWGUI.comboBox(SettingsTab, self, 'profileLabel', 'Profile Labels', sendSelectedValue=True, valueType=str)
OWGUI.hSlider(SettingsTab, self, 'PointWidth', box='Point Width', minValue=0, maxValue=9, step=1, callback=self.updatePointWidth, ticks=1)
OWGUI.hSlider(SettingsTab, self, 'CurveWidth', box='Profile Width', minValue=1, maxValue=9, step=1, callback=self.updateCurveWidth, ticks=1)
OWGUI.hSlider(SettingsTab, self, 'AverageCurveWidth', box='Average Profile Width', minValue=1, maxValue=9, step=1, callback=self.updateAverageCurveWidth, ticks=1)
OWGUI.hSlider(SettingsTab, self, 'BoxPlotWidth', box='Box Plot Width', minValue=0, maxValue=9, step=1, callback=self.updateBoxPlotWidth, ticks=1)
OWGUI.checkBox(SettingsTab, self, 'graph.renderAntialiased', "Render antialiased", callback=self.graph.setCurveRenderHints)
## graph y scale
box = OWGUI.widgetBox(SettingsTab, "Threshold/ Values") #QVButtonGroup("Threshol/ Values", SettingsTab)
OWGUI.checkBox(box, self, 'CutEnabled', "Enabled", callback=self.setCutEnabled)
self.sliderCutLow = OWGUI.qwtHSlider(box, self, 'CutLow', label='Low:', labelWidth=33, minValue=-20, maxValue=0, step=0.1, precision=1, ticks=0, maxWidth=80, callback=self.updateYaxis)
self.sliderCutHigh = OWGUI.qwtHSlider(box, self, 'CutHigh', label='High:', labelWidth=33, minValue=0, maxValue=20, step=0.1, precision=1, ticks=0, maxWidth=80, callback=self.updateYaxis)
if not self.CutEnabled:
self.sliderCutLow.box.setDisabled(1)
self.sliderCutHigh.box.setDisabled(1)
## self.tabs.insertTab(SettingsTab, "Settings")
self.toolbarSelection = ZoomSelectToolbar(self, self.controlArea, self.graph, self.autoSendSelected, buttons=(ZoomSelectToolbar.IconZoom, ZoomSelectToolbar.IconPan, ZoomSelectToolbar.IconSelect, ZoomSelectToolbar.IconSpace,
ZoomSelectToolbar.IconRemoveLast, ZoomSelectToolbar.IconRemoveAll, ZoomSelectToolbar.IconSendSelection))
cb = OWGUI.checkBox(self.controlArea, self, "autoSendSelected", "Auto send on selection change")
OWGUI.setStopper(self, self.toolbarSelection.buttonSendSelections, cb, "selectionChangedFlag", self.commit)
# inputs
# data and graph temp variables
self.inputs = [("Examples", ExampleTable, self.data, Default + Multiple)]
self.outputs = [("Examples", ExampleTable, Default)]
# temp variables
self.MAdata = []
self.classColor = None
self.classBrighterColor = None
self.numberOfClasses = 0
self.classValues = []
self.ctrlPressed = False
self.attrIcons = self.createAttributeIconDict()
self.graph.canvas().setMouseTracking(1)
# self.zoomStack = []
## self.connect(self.graph,
## SIGNAL('plotMousePressed(const QMouseEvent&)'),
## self.onMousePressed)
## self.connect(self.graph,
## SIGNAL('plotMouseReleased(const QMouseEvent&)'),
## self.onMouseReleased)
self.resize(800,600)
def __init__(self, parent=None, signalManager=None):
OWWidget.__init__(self, parent, signalManager, "Parallel Coordinates",
True)
#add a graph widget
self.graph = OWParallelGraph(self, self.mainArea)
self.mainArea.layout().addWidget(self.graph)
self.showAllAttributes = 0
self.inputs = [("Data", ExampleTable, self.setData, Default),
("Data Subset", ExampleTable, self.setSubsetData),
("Features", AttributeList, self.setShownAttributes)]
self.outputs = [("Selected Data", ExampleTable),
("Other Data", ExampleTable),
("Features", AttributeList)]
#set default settings
self.data = None
self.subsetData = None
self.autoSendSelection = 1
self.attrDiscOrder = "Unordered"
self.attrContOrder = "Unordered"
self.projections = None
self.correlationDict = {}
self.middleLabels = "Correlations"
self.attributeSelectionList = None
self.toolbarSelection = 0
self.colorSettings = None
self.selectedSchemaIndex = 0
self.graph.jitterSize = 10
self.graph.showDistributions = 1
self.graph.showStatistics = 0
self.graph.showAttrValues = 1
self.graph.useSplines = 0
self.graph.enabledLegend = 1
#load settings
self.loadSettings()
#GUI
self.tabs = OWGUI.tabWidget(self.controlArea)
self.GeneralTab = OWGUI.createTabPage(self.tabs, "Main")
self.SettingsTab = OWGUI.createTabPage(self.tabs, "Settings")
self.createShowHiddenLists(self.GeneralTab, callback=self.updateGraph)
self.connect(self.shownAttribsLB,
SIGNAL('itemDoubleClicked(QListWidgetItem*)'),
self.flipAttribute)
self.optimizationDlg = ParallelOptimization(
self, signalManager=self.signalManager)
self.optimizationDlgButton = OWGUI.button(
self.GeneralTab,
self,
"Optimization Dialog",
callback=self.optimizationDlg.reshow,
debuggingEnabled=0)
self.zoomSelectToolbar = OWToolbars.ZoomSelectToolbar(
self,
self.GeneralTab,
self.graph,
self.autoSendSelection,
buttons=(1, 2, 0, 7, 8))
self.connect(self.zoomSelectToolbar.buttonSendSelections,
SIGNAL("clicked()"), self.sendSelections)
#connect controls to appropriate functions
self.connect(self.graphButton, SIGNAL("clicked()"),
self.graph.saveToFile)
# ####################################
# SETTINGS functionality
box = OWGUI.widgetBox(self.SettingsTab, "Transparency")
OWGUI.hSlider(box,
self,
'graph.alphaValue',
label="Examples: ",
minValue=0,
maxValue=255,
step=10,
callback=self.updateGraph,
tooltip="Alpha value used for drawing example lines")
OWGUI.hSlider(
box,
self,
'graph.alphaValue2',
label="Rest: ",
minValue=0,
maxValue=255,
step=10,
callback=self.updateGraph,
tooltip="Alpha value used to draw statistics, example subsets, ..."
)
box = OWGUI.widgetBox(self.SettingsTab, "Jittering Options")
OWGUI.comboBox(box,
self,
"graph.jitterSize",
label='Jittering size (% of size): ',
orientation='horizontal',
callback=self.setJitteringSize,
items=self.jitterSizeNums,
sendSelectedValue=1,
valueType=float)
# visual settings
box = OWGUI.widgetBox(self.SettingsTab, "Visual Settings")
OWGUI.checkBox(box,
self,
'graph.showAttrValues',
'Show attribute values',
callback=self.updateGraph)
OWGUI.checkBox(box,
self,
'graph.useAntialiasing',
'Use antialiasing',
callback=self.updateGraph)
OWGUI.checkBox(box,
self,
'graph.useSplines',
'Show splines',
callback=self.updateGraph,
tooltip="Show lines using splines")
OWGUI.checkBox(box,
self,
'graph.enabledLegend',
'Show legend',
callback=self.updateGraph)
box = OWGUI.widgetBox(self.SettingsTab, "Axis Distance")
resizeColsBox = OWGUI.widgetBox(box, 0, "horizontal", 0)
OWGUI.label(resizeColsBox, self, "Increase/decrease distance: ")
OWGUI.toolButton(resizeColsBox,
self,
"+",
callback=self.increaseAxesDistance,
tooltip="Increase the distance between the axes",
width=30,
height=20)
OWGUI.toolButton(resizeColsBox,
self,
"-",
callback=self.decreaseAxesDistance,
tooltip="Decrease the distance between the axes",
width=30,
height=20)
OWGUI.rubber(resizeColsBox)
OWGUI.checkBox(
box,
self,
"graph.autoUpdateAxes",
"Auto scale X axis",
tooltip="Auto scale X axis to show all visualized attributes",
callback=self.updateGraph)
box = OWGUI.widgetBox(self.SettingsTab, "Statistical Information")
OWGUI.comboBox(
box,
self,
"graph.showStatistics",
label="Statistics: ",
orientation="horizontal",
labelWidth=90,
items=["No statistics", "Means, deviations", "Median, quartiles"],
callback=self.updateGraph,
sendSelectedValue=0,
valueType=int)
OWGUI.comboBox(
box,
self,
"middleLabels",
label="Middle labels: ",
orientation="horizontal",
labelWidth=90,
items=["No labels", "Correlations", "VizRank"],
callback=self.updateGraph,
tooltip=
"The information do you wish to view on top in the middle of coordinate axes",
sendSelectedValue=1,
valueType=str)
OWGUI.checkBox(
box,
self,
'graph.showDistributions',
'Show distributions',
callback=self.updateGraph,
tooltip=
"Show bars with distribution of class values (only for discrete attributes)"
)
box = OWGUI.widgetBox(self.SettingsTab,
"Colors",
orientation="horizontal")
OWGUI.button(
box,
self,
"Set colors",
self.setColors,
tooltip=
"Set the canvas background color and color palette for coloring continuous variables",
debuggingEnabled=0)
box = OWGUI.widgetBox(self.SettingsTab,
"Auto Send Selected Data When...")
OWGUI.checkBox(
box,
self,
'autoSendSelection',
'Adding/Removing selection areas',
callback=self.selectionChanged,
tooltip=
"Send selected data whenever a selection area is added or removed")
OWGUI.checkBox(
box,
self,
'graph.sendSelectionOnUpdate',
'Moving/Resizing selection areas',
tooltip=
"Send selected data when a user moves or resizes an existing selection area"
)
self.graph.autoSendSelectionCallback = self.selectionChanged
self.SettingsTab.layout().addStretch(100)
self.icons = self.createAttributeIconDict()
dlg = self.createColorDialog()
self.graph.contPalette = dlg.getContinuousPalette("contPalette")
self.graph.discPalette = dlg.getDiscretePalette("discPalette")
self.graph.setCanvasBackground(dlg.getColor("Canvas"))
apply([
self.zoomSelectToolbar.actionZooming,
self.zoomSelectToolbar.actionRectangleSelection,
self.zoomSelectToolbar.actionPolygonSelection
][self.toolbarSelection], [])
self.cbShowAllAttributes()
self.resize(900, 700)
def __init__(self, parent=None, signalManager=None):
# self.callbackDeposit = [] # deposit for OWGUI callback functions
OWWidget.__init__(self, parent, signalManager, 'Expression Profiles',
1)
#set default settings
self.ShowAverageProfile = 1
self.ShowSingleProfiles = 0
self.PointWidth = 2
self.CurveWidth = 1
self.AverageCurveWidth = 4
self.BoxPlotWidth = 2
self.SelectedClasses = []
self.Classes = []
self.autoSendSelected = 0
self.selectionChangedFlag = False
self.CutLow = 0
self.CutHigh = 0
self.CutEnabled = 0
self.profileLabel = None
#load settings
self.loadSettings()
# GUI
self.graph = profilesGraph(self, self.mainArea, "")
self.mainArea.layout().addWidget(self.graph)
self.graph.hide()
self.connect(self.graphButton, SIGNAL("clicked()"),
self.graph.saveToFile)
# GUI definition
self.tabs = OWGUI.tabWidget(self.space)
# GRAPH TAB
GraphTab = OWGUI.createTabPage(self.tabs, "Graph")
## display options
self.infoLabel = OWGUI.widgetLabel(OWGUI.widgetBox(GraphTab, "Info"),
"No data on input.")
displayOptBox = OWGUI.widgetBox(
GraphTab, "Display") #QVButtonGroup("Display", GraphTab)
displayOptButtons = [
'Majority Class', 'Majority Class Probability',
'Target Class Probability', 'Number of Instances'
]
OWGUI.checkBox(displayOptBox,
self,
'ShowSingleProfiles',
'Expression Profiles',
tooltip='',
callback=self.updateShowSingleProfiles)
OWGUI.checkBox(displayOptBox,
self,
'ShowAverageProfile',
'Box Plot',
tooltip='',
callback=self.updateShowAverageProfile)
## class selection (classQLB)
self.classQVGB = OWGUI.widgetBox(GraphTab,
"Classes") #QVGroupBox(GraphTab)
## self.classQVGB.setTitle("Classes")
self.classQLB = OWGUI.listBox(
self.classQVGB,
self,
"SelectedClasses",
"Classes",
selectionMode=QListWidget.MultiSelection,
callback=self.classSelectionChange) #QListBox(self.classQVGB)
## self.classQLB.setSelectionMode(QListBox.Multi)
self.unselectAllClassedQLB = OWGUI.button(
self.classQVGB, self, "Unselect all", callback=self.SUAclassQLB
) #QPushButton("(Un)Select All", self.classQVGB)
## self.connect(self.unselectAllClassedQLB, SIGNAL("clicked()"), self.SUAclassQLB)
## self.connect(self.classQLB, SIGNAL("selectionChanged()"), self.classSelectionChange)
## show single/average profile
## self.showAverageQLB = QPushButton("Box Plot", self.classQVGB)
## self.showAverageQLB.setToggleButton(1)
## self.showAverageQLB.setOn(self.ShowAverageProfile)
## self.showSingleQLB = QPushButton("Single Profiles", self.classQVGB)
## self.showSingleQLB.setToggleButton(1)
## self.showSingleQLB.setOn(self.ShowSingleProfiles)
## self.connect(self.showAverageQLB, SIGNAL("toggled(bool)"), self.updateShowAverageProfile)
## self.connect(self.showSingleQLB, SIGNAL("toggled(bool)"), self.updateShowSingleProfiles)
## self.tabs.insertTab(GraphTab, "Graph")
# SETTINGS TAB
SettingsTab = OWGUI.createTabPage(self.tabs,
"Settings") #QVGroupBox(self)
self.profileLabelComboBox = OWGUI.comboBox(SettingsTab,
self,
'profileLabel',
'Profile Labels',
sendSelectedValue=True,
valueType=str)
OWGUI.hSlider(SettingsTab,
self,
'PointWidth',
box='Point Width',
minValue=0,
maxValue=9,
step=1,
callback=self.updatePointWidth,
ticks=1)
OWGUI.hSlider(SettingsTab,
self,
'CurveWidth',
box='Profile Width',
minValue=1,
maxValue=9,
step=1,
callback=self.updateCurveWidth,
ticks=1)
OWGUI.hSlider(SettingsTab,
self,
'AverageCurveWidth',
box='Average Profile Width',
minValue=1,
maxValue=9,
step=1,
callback=self.updateAverageCurveWidth,
ticks=1)
OWGUI.hSlider(SettingsTab,
self,
'BoxPlotWidth',
box='Box Plot Width',
minValue=0,
maxValue=9,
step=1,
callback=self.updateBoxPlotWidth,
ticks=1)
OWGUI.checkBox(SettingsTab,
self,
'graph.renderAntialiased',
"Render antialiased",
callback=self.graph.setCurveRenderHints)
## graph y scale
box = OWGUI.widgetBox(
SettingsTab, "Threshold/ Values"
) #QVButtonGroup("Threshol/ Values", SettingsTab)
OWGUI.checkBox(box,
self,
'CutEnabled',
"Enabled",
callback=self.setCutEnabled)
self.sliderCutLow = OWGUI.qwtHSlider(box,
self,
'CutLow',
label='Low:',
labelWidth=33,
minValue=-20,
maxValue=0,
step=0.1,
precision=1,
ticks=0,
maxWidth=80,
callback=self.updateYaxis)
self.sliderCutHigh = OWGUI.qwtHSlider(box,
self,
'CutHigh',
label='High:',
labelWidth=33,
minValue=0,
maxValue=20,
step=0.1,
precision=1,
ticks=0,
maxWidth=80,
callback=self.updateYaxis)
if not self.CutEnabled:
self.sliderCutLow.box.setDisabled(1)
self.sliderCutHigh.box.setDisabled(1)
## self.tabs.insertTab(SettingsTab, "Settings")
self.toolbarSelection = ZoomSelectToolbar(
self,
self.controlArea,
self.graph,
self.autoSendSelected,
buttons=(ZoomSelectToolbar.IconZoom, ZoomSelectToolbar.IconPan,
ZoomSelectToolbar.IconSelect, ZoomSelectToolbar.IconSpace,
ZoomSelectToolbar.IconRemoveLast,
ZoomSelectToolbar.IconRemoveAll,
ZoomSelectToolbar.IconSendSelection))
cb = OWGUI.checkBox(self.controlArea, self, "autoSendSelected",
"Auto send on selection change")
OWGUI.setStopper(self, self.toolbarSelection.buttonSendSelections, cb,
"selectionChangedFlag", self.commit)
# inputs
# data and graph temp variables
self.inputs = [("Examples", ExampleTable, self.data,
Default + Multiple)]
self.outputs = [("Examples", ExampleTable, Default)]
# temp variables
self.MAdata = []
self.classColor = None
self.classBrighterColor = None
self.numberOfClasses = 0
self.classValues = []
self.ctrlPressed = False
self.attrIcons = self.createAttributeIconDict()
self.graph.canvas().setMouseTracking(1)
# self.zoomStack = []
## self.connect(self.graph,
## SIGNAL('plotMousePressed(const QMouseEvent&)'),
## self.onMousePressed)
## self.connect(self.graph,
## SIGNAL('plotMouseReleased(const QMouseEvent&)'),
## self.onMouseReleased)
self.resize(800, 600)
def __init__(self, parent=None, signalManager=None):
OWWidget.__init__(self, parent, signalManager, "Parallel Coordinates", True)
#add a graph widget
self.graph = OWParallelGraph(self, self.mainArea)
self.mainArea.layout().addWidget(self.graph)
self.showAllAttributes = 0
self.inputs = [("Data", ExampleTable, self.setData, Default),
("Data Subset", ExampleTable, self.setSubsetData),
("Features", AttributeList, self.setShownAttributes)]
self.outputs = [("Selected Data", ExampleTable),
("Other Data", ExampleTable),
("Features", AttributeList)]
#set default settings
self.data = None
self.subsetData = None
self.autoSendSelection = 1
self.attrDiscOrder = "Unordered"
self.attrContOrder = "Unordered"
self.projections = None
self.correlationDict = {}
self.middleLabels = "Correlations"
self.attributeSelectionList = None
self.toolbarSelection = 0
self.colorSettings = None
self.selectedSchemaIndex = 0
self.graph.jitterSize = 10
self.graph.showDistributions = 1
self.graph.showStatistics = 0
self.graph.showAttrValues = 1
self.graph.useSplines = 0
self.graph.enabledLegend = 1
#load settings
self.loadSettings()
#GUI
self.tabs = OWGUI.tabWidget(self.controlArea)
self.GeneralTab = OWGUI.createTabPage(self.tabs, "Main")
self.SettingsTab = OWGUI.createTabPage(self.tabs, "Settings")
self.createShowHiddenLists(self.GeneralTab, callback=self.updateGraph)
self.connect(self.shownAttribsLB, SIGNAL('itemDoubleClicked(QListWidgetItem*)'), self.flipAttribute)
self.optimizationDlg = ParallelOptimization(self, signalManager=self.signalManager)
self.optimizationDlgButton = OWGUI.button(self.GeneralTab, self, "Optimization Dialog",
callback=self.optimizationDlg.reshow, debuggingEnabled=0)
self.zoomSelectToolbar = OWToolbars.ZoomSelectToolbar(self, self.GeneralTab, self.graph, self.autoSendSelection,
buttons=(1, 2, 0, 7, 8))
self.connect(self.zoomSelectToolbar.buttonSendSelections, SIGNAL("clicked()"), self.sendSelections)
#connect controls to appropriate functions
self.connect(self.graphButton, SIGNAL("clicked()"), self.graph.saveToFile)
# ####################################
# SETTINGS functionality
box = OWGUI.widgetBox(self.SettingsTab, "Transparency")
OWGUI.hSlider(box, self, 'graph.alphaValue', label="Examples: ", minValue=0, maxValue=255, step=10,
callback=self.updateGraph, tooltip="Alpha value used for drawing example lines")
OWGUI.hSlider(box, self, 'graph.alphaValue2', label="Rest: ", minValue=0, maxValue=255, step=10,
callback=self.updateGraph, tooltip="Alpha value used to draw statistics, example subsets, ...")
box = OWGUI.widgetBox(self.SettingsTab, "Jittering Options")
OWGUI.comboBox(box, self, "graph.jitterSize", label='Jittering size (% of size): ', orientation='horizontal',
callback=self.setJitteringSize, items=self.jitterSizeNums, sendSelectedValue=1, valueType=float)
# visual settings
box = OWGUI.widgetBox(self.SettingsTab, "Visual Settings")
OWGUI.checkBox(box, self, 'graph.showAttrValues', 'Show attribute values', callback=self.updateGraph)
OWGUI.checkBox(box, self, 'graph.useAntialiasing', 'Use antialiasing', callback=self.updateGraph)
OWGUI.checkBox(box, self, 'graph.useSplines', 'Show splines', callback=self.updateGraph,
tooltip="Show lines using splines")
OWGUI.checkBox(box, self, 'graph.enabledLegend', 'Show legend', callback=self.updateGraph)
box = OWGUI.widgetBox(self.SettingsTab, "Axis Distance")
resizeColsBox = OWGUI.widgetBox(box, 0, "horizontal", 0)
OWGUI.label(resizeColsBox, self, "Increase/decrease distance: ")
OWGUI.toolButton(resizeColsBox, self, "+", callback=self.increaseAxesDistance,
tooltip="Increase the distance between the axes", width=30, height=20)
OWGUI.toolButton(resizeColsBox, self, "-", callback=self.decreaseAxesDistance,
tooltip="Decrease the distance between the axes", width=30, height=20)
OWGUI.rubber(resizeColsBox)
OWGUI.checkBox(box, self, "graph.autoUpdateAxes", "Auto scale X axis",
tooltip="Auto scale X axis to show all visualized attributes", callback=self.updateGraph)
box = OWGUI.widgetBox(self.SettingsTab, "Statistical Information")
OWGUI.comboBox(box, self, "graph.showStatistics", label="Statistics: ", orientation="horizontal", labelWidth=90,
items=["No statistics", "Means, deviations", "Median, quartiles"], callback=self.updateGraph,
sendSelectedValue=0, valueType=int)
OWGUI.comboBox(box, self, "middleLabels", label="Middle labels: ", orientation="horizontal", labelWidth=90,
items=["No labels", "Correlations", "VizRank"], callback=self.updateGraph,
tooltip="The information do you wish to view on top in the middle of coordinate axes",
sendSelectedValue=1, valueType=str)
OWGUI.checkBox(box, self, 'graph.showDistributions', 'Show distributions', callback=self.updateGraph,
tooltip="Show bars with distribution of class values (only for discrete attributes)")
box = OWGUI.widgetBox(self.SettingsTab, "Colors", orientation="horizontal")
OWGUI.button(box, self, "Set colors", self.setColors,
tooltip="Set the canvas background color and color palette for coloring continuous variables",
debuggingEnabled=0)
box = OWGUI.widgetBox(self.SettingsTab, "Auto Send Selected Data When...")
OWGUI.checkBox(box, self, 'autoSendSelection', 'Adding/Removing selection areas',
callback=self.selectionChanged,
tooltip="Send selected data whenever a selection area is added or removed")
OWGUI.checkBox(box, self, 'graph.sendSelectionOnUpdate', 'Moving/Resizing selection areas',
tooltip="Send selected data when a user moves or resizes an existing selection area")
self.graph.autoSendSelectionCallback = self.selectionChanged
self.SettingsTab.layout().addStretch(100)
self.icons = self.createAttributeIconDict()
dlg = self.createColorDialog()
self.graph.contPalette = dlg.getContinuousPalette("contPalette")
self.graph.discPalette = dlg.getDiscretePalette("discPalette")
self.graph.setCanvasBackground(dlg.getColor("Canvas"))
apply([self.zoomSelectToolbar.actionZooming, self.zoomSelectToolbar.actionRectangleSelection,
self.zoomSelectToolbar.actionPolygonSelection][self.toolbarSelection], [])
self.cbShowAllAttributes()
self.resize(900, 700)