def __init__(self, parent=None, signalManager=None): self.callbackDeposit = [] # deposit for OWGUI callback functions OWWidget.__init__(self, parent, signalManager, 'Impute & Loess Profiles') self._data = None # exampleTable self._dataMA = None # input 2d masked array self._chipdata = None # [(dirname0, [et0, et1, ...]), ...] self._chipdataMA = [] # [(dirname0, [m2d0, m2d1, ...]), ...] self.impute = 1 self.imputeK = 20 self.smooth = 1 self.windowSize = 3 self.commitOnChange = 1 # Settings self.loadSettings() # GUI self.mainArea.setFixedWidth(0) ca = QFrame(self.controlArea) gl = QGridLayout(ca, 4, 1, 5) # info box = QVGroupBox("Info", ca) gl.addWidget(box, 0, 0) self.infoa = QLabel("No examples on input", box) self.infob = QLabel("", box) QLabel("", box) self.infoc = QLabel("No structured data on input", box) self.infod = QLabel("", box) # KNN impute self.boxImpute = QVGroupBox("Impute missing values", ca) gl.addWidget(self.boxImpute, 1, 0) OWGUI.checkBox( self.boxImpute, self, "impute", "KNN impute", tooltip= "Impute missing values from values of K nearest neighbours.", callback=self.change) ## self.sliderK = OWGUI.hSlider(self.boxImpute, self, "imputeK", box=None, minValue=1, maxValue=7744, step=1, callback=self.imputeChange, labelFormat=" K = %i", ticks=0) ## self.sliderK = OWGUI.qwtHSlider(self.boxImpute, self, "imputeK", box=None, label="K", labelWidth=12, minValue=1, maxValue=7744, step=0.02, precision=0, callback=self.imputeChange, logarithmic=1, ticks=0, maxWidth=200) ## self.sliderK = OWGUI.qwtHSlider(self.boxImpute, self, "imputeK", box=None, label="K", labelWidth=12, minValue=1, maxValue=100, step=1, precision=0, callback=self.imputeKChange, logarithmic=0, ticks=0, maxWidth=200) self.sliderK = OWGUI.qwtHSlider(self.boxImpute, self, "imputeK", box=None, label="K", labelWidth=15, minValue=1, maxValue=999, step=1, precision=0, callback=self.imputeKChange, logarithmic=0, ticks=0, maxWidth=None) self.boxImpute.setDisabled(1) # loess self.boxLoess = QVGroupBox("Smoothing", ca) gl.addWidget(self.boxLoess, 2, 0) OWGUI.checkBox(self.boxLoess, self, "smooth", "Loess smoothing", tooltip="Loess profiles, impute missing columns.", callback=self.change) lbl = QLabel("Window size (number of points)", self.boxLoess) lbl.setAlignment(Qt.AlignHCenter) self.sliderW = OWGUI.qwtHSlider(self.boxLoess, self, "windowSize", box=None, label="W", labelWidth=15, minValue=1, maxValue=999, step=1, precision=0, callback=self.smoothWChange, logarithmic=0, ticks=0, maxWidth=None) self.boxLoess.setDisabled(1) # output box = QVGroupBox("Output", ca) gl.addWidget(box, 3, 0) OWGUI.checkBox(box, self, 'commitOnChange', 'Commit data on selection change') self.commitBtn = OWGUI.button(box, self, "Commit", callback=self.senddata, disabled=1) self.inputs = [("Examples", ExampleTable, self.data), ("Structured Data", DataFiles, self.chipdata)] self.outputs = [("Examples", ExampleTable), ("Structured Data", DataFiles)] # data dependent variables self.numRowsMissing = 0 self.numRowsMissingChipData = 0 self.resize(100, 100)
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): # 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)