Python OWGUI.doubleSpin方法代码示例

# 需要导入模块: from Orange.OrangeWidgets import OWGUI [as 别名]
# 或者: from Orange.OrangeWidgets.OWGUI import doubleSpin [as 别名]
    def __init__(self, parent=None, signalManager=None, name="Gene selection"):
        OWWidget.__init__(self, parent, signalManager, name, wantGraph=True, showSaveGraph=True)
        self.inputs = [("Examples", ExampleTable, self.set_data)]
        self.outputs = [("Example table with selected genes", ExampleTable), ("Example table with remaining genes", ExampleTable), ("Selected genes", ExampleTable)]

        self.method_index = 0
        self.genes_in_columns = False
        self.compute_null = False
        self.permutations_count = 10
        self.auto_commit = False
        self.selectNBest = 20
        self.selectPValue = 0.01
        self.data_changed_flag = False
        self.add_scores_to_output = True
        self.thresholds = {
            "fold change": (0.5, 2.),
            "log2 fold change": (-1, 1),
            "t-test": (-2, 2),
            "t-test p-value": (0.01, 0.01),
        }

        self.oneTailTestHi = oneTailTestHi = lambda array, low, hi: array >= hi
        self.oneTailTestLow = oneTailTestLow = lambda array, low, hi: array <= low
        self.twoTailTest = twoTailTest = lambda array, low, hi: (array >= hi) | (array <= low)
        self.middleTest = middleTest = lambda array, low, hi: (array <= hi) | (array >= low)
        
        self.histType = {oneTailTestHi:"hiTail", oneTailTestLow:"lowTail", twoTailTest:"twoTail", middleTest:"middle"}

        # [(name, func, tail test, two sample test), ...]
        self.score_methods = [("fold change", ExpressionSignificance_FoldChange, twoTailTest, True),
                             ("log2 fold change", ExpressionSignificance_Log2FoldChange, twoTailTest, True),
                             ("t-test", ExpressionSignificance_TTest_T, twoTailTest, True),
                             ("t-test p-value", ExpressionSignificance_TTest_PValue, oneTailTestLow, True),
                             ("anova", ExpressionSignificance_ANOVA_F, oneTailTestHi, False),
                             ("anova p-value", ExpressionSignificance_ANOVA_PValue, oneTailTestLow, False),
                             ("signal to noise ratio", ExpressionSignificance_SignalToNoise, twoTailTest, True),
                             ("info gain", ExpressionSignificance_Info, oneTailTestHi, True),
                             ("chi-square", ExpressionSignificance_ChiSquare, oneTailTestHi, True),
                             ("mann-whitney", ExpressionSignigicance_MannWhitneyu_U, oneTailTestLow, True)]

        boxHistogram = OWGUI.widgetBox(self.mainArea)
        self.histogram = ScoreHist(self, boxHistogram)
        boxHistogram.layout().addWidget(self.histogram)
        self.histogram.show()
        
        box = OWGUI.widgetBox(self.controlArea, "Info")
        self.dataInfoLabel = OWGUI.widgetLabel(box, "\n\n")
        self.dataInfoLabel.setWordWrap(True)
        self.selectedInfoLabel = OWGUI.widgetLabel(box, "")

        box1 = OWGUI.widgetBox(self.controlArea, "Scoring Method")
        self.testRadioBox = OWGUI.comboBox(box1, self, "method_index",
                                    items=[sm[0] for sm in self.score_methods],
                                    callback=[self.on_scoring_method_changed, self.update_scores])
        
        box = OWGUI.widgetBox(self.controlArea, "Target Labels")
        self.label_selection_widget = LabelSelectionWidget(self)
        self.label_selection_widget.setMaximumHeight(150)
        box.layout().addWidget(self.label_selection_widget)
        self.connect(self.label_selection_widget,
                     SIGNAL("selection_changed()"),
                     self.on_target_changed)
        
        self.connect(self.label_selection_widget,
                     SIGNAL("label_activated(int)"),
                     self.on_label_activated)
        
        self.genes_in_columns_check = OWGUI.checkBox(box, self, "genes_in_columns",
                                                  "Genes in columns",
                                                  callback=self.on_genes_in_columns_change)

        box = OWGUI.widgetBox(self.controlArea, "Selection")
        box.layout().setSpacing(0)

        self.upperBoundarySpin = OWGUI.doubleSpin(box, self, "histogram.upperBoundary",
                                                  min=-1e6, max=1e6, step= 1e-6,
                                                  label="Upper threshold:", 
                                                  callback=self.update_boundary, 
                                                  callbackOnReturn=True)
        
        self.lowerBoundarySpin = OWGUI.doubleSpin(box, self, "histogram.lowerBoundary", 
                                                  min=-1e6, max=1e6, step= 1e-6, 
                                                  label="Lower threshold:", 
                                                  callback=self.update_boundary, 
                                                  callbackOnReturn=True)
        
        check = OWGUI.checkBox(box, self, "compute_null", "Compute null distribution",
                               callback=self.update_scores)

        check.disables.append(OWGUI.spin(box, self, "permutations_count", min=1, max=10, 
                                         label="Permutations:", callback=self.update_scores, 
                                         callbackOnReturn=True))

        box1 = OWGUI.widgetBox(box, orientation='horizontal')
        check.disables.append(OWGUI.doubleSpin(box1, self, "selectPValue", 
                                               min=2e-7, max=1.0, step=1e-7, 
                                               label="P-value:"))
        check.disables.append(OWGUI.button(box1, self, "Select", callback=self.select_p_best))
        check.makeConsistent()

#.........这里部分代码省略.........

# 需要导入模块: from Orange.OrangeWidgets import OWGUI [as 别名]
# 或者: from Orange.OrangeWidgets.OWGUI import doubleSpin [as 别名]
    def __init__(self, parent=None, signalManager=None, title="Gene Network"):
        super(OWGeneNetwork, self).__init__(
            parent, signalManager, title, wantMainArea=False,
            resizingEnabled=False
        )

        self.taxid = "9606"
        self.gene_var_index = -1
        self.use_attr_names = False
        self.network_source = 1
        self.include_neighborhood = True
        self.autocommit = False
        self.min_score = 0.9
        self.loadSettings()

        self.taxids = taxonomy.common_taxids()
        self.current_taxid_index = self.taxids.index(self.taxid)

        self.data = None
        self.geneinfo = None
        self.nettask = None
        self._invalidated = False

        box = OWGUI.widgetBox(self.controlArea, "Info")
        self.info = OWGUI.widgetLabel(box, "No data on input\n")

        box = OWGUI.widgetBox(self.controlArea, "Organism")
        self.organism_cb = OWGUI.comboBox(
            box, self, "current_taxid_index",
            items=map(taxonomy.name, self.taxids),
            callback=self._update_organism
        )
        box = OWGUI.widgetBox(self.controlArea, "Genes")
        self.genes_cb = OWGUI.comboBox(
            box, self, "gene_var_index", callback=self._update_query_genes
        )
        self.varmodel = OWItemModels.VariableListModel()
        self.genes_cb.setModel(self.varmodel)

        OWGUI.checkBox(
            box, self, "use_attr_names",
            "Use attribute names",
            callback=self._update_query_genes
        )

        box = OWGUI.widgetBox(self.controlArea, "Network")
        OWGUI.comboBox(
            box, self, "network_source",
            items=[s.name for s in SOURCES],
            callback=self._on_source_db_changed
        )
        OWGUI.checkBox(
            box, self, "include_neighborhood",
            "Include immediate gene neighbors",
            callback=self.invalidate
        )
        self.score_spin = OWGUI.doubleSpin(
            box, self, "min_score", 0.0, 1.0, step=0.001,
            label="Minimal edge score",
            callback=self.invalidate
        )
        self.score_spin.setEnabled(SOURCES[self.network_source].score_filter)

        box = OWGUI.widgetBox(self.controlArea, "Commit")
        OWGUI.button(box, self, "Commit", callback=self.commit, default=True)

        self.executor = ThreadExecutor()

# 需要导入模块: from Orange.OrangeWidgets import OWGUI [as 别名]
# 或者: from Orange.OrangeWidgets.OWGUI import doubleSpin [as 别名]
 def __init__(self, parent=None, signalManager=None, name="Normalize Expression Array"):
     OWWidget.__init__(self, parent, signalManager, name, wantGraph=True)
     
     self.inputs = [("Expression array", ExampleTable, self.setData)]
     self.outputs = [("Normalized expression array", ExampleTable, Default), ("Filtered expression array", ExampleTable)]
     
     self.selectedGroup = 0
     self.selectedCenterMethod = 0
     self.selectedMergeMethod = 0
     self.zCutoff = 1.96
     self.appendZScore = False
     self.appendRIValues = False
     self.autoCommit = False
     
     self.loadSettings()
     ## GUI
     self.infoBox = OWGUI.widgetLabel(OWGUI.widgetBox(self.controlArea, "Info", addSpace=True),
                                      "No data on input.")
     
     box = OWGUI.widgetBox(self.controlArea, "Split by", addSpace=True)
     self.groupCombo = OWGUI.comboBox(box, self, "selectedGroup", 
                                      callback=self.onGroupSelection
                                      )
     
     self.centerCombo = OWGUI.comboBox(self.controlArea, self, "selectedCenterMethod",
                                       box="Center Fold-change Using",
                                       items=[name for name, _ in self.CENTER_METHODS],
                                       callback=self.onCenterMethodChange,
                                       addSpace=True
                                       )
     
     self.mergeCombo = OWGUI.comboBox(self.controlArea, self, "selectedMergeMethod",
                                      box="Merge Replicates",
                                      items=[name for name, _ in self.MERGE_METHODS],
                                      tooltip="Select the method for replicate merging",
                                      callback=self.onMergeMethodChange,
                                      addSpace=True
                                      )
     
     box = OWGUI.doubleSpin(self.controlArea, self, "zCutoff", 0.0, 3.0, 0.01,
                            box="Z-Score Cutoff",
                            callback=[self.replotMA, self.commitIf])
     
     OWGUI.separator(self.controlArea)
     
     box = OWGUI.widgetBox(self.controlArea, "Ouput")
     OWGUI.checkBox(box, self, "appendZScore", "Append Z-Scores",
                    tooltip="Append calculated Z-Scores to output",
                    callback=self.commitIf
                    )
     
     OWGUI.checkBox(box, self, "appendRIValues", "Append Log Ratio and Intensity values",
                    tooltip="Append calculated Log Ratio and Intensity values to output data",
                    callback=self.commitIf
                    )
     
     cb = OWGUI.checkBox(box, self, "autoCommit", "Commit on change",
                    tooltip="Commit data on any change",
                    callback=self.commitIf
                    )
     
     b = OWGUI.button(box, self, "Commit", callback=self.commit)
     OWGUI.setStopper(self, b, cb, "changedFlag", callback=self.commit)
     
     self.connect(self.graphButton, SIGNAL("clicked()"), self.saveGraph)
     
     OWGUI.rubber(self.controlArea)
     self.graph = OWGraph(self.mainArea)
     self.graph.setAxisTitle(QwtPlot.xBottom, "Intensity: log<sub>10</sub>(R*G)")
     self.graph.setAxisTitle(QwtPlot.yLeft, "Log ratio: log<sub>2</sub>(R/G)")
     self.graph.showFilledSymbols = True
     self.mainArea.layout().addWidget(self.graph)
     self.groups = []
     self.split_data = None, None
     self.merged_splits = None, None
     self.centered = None, None
     self.changedFlag = False
     self.data = None
     
     self.resize(800, 600)