""" Widget for multi-model constraints. """ import os # numpy methods required for the validator! Don't remove. # pylint: disable=unused-import,unused-wildcard-import,redefined-builtin from numpy import * from PyQt5 import QtCore from PyQt5 import QtGui from PyQt5 import QtWidgets import webbrowser import sas.qtgui.Utilities.GuiUtils as GuiUtils ALLOWED_OPERATORS = ['=','<','>','>=','<='] # Local UI from sas.qtgui.Perspectives.Fitting.UI.ComplexConstraintUI import Ui_ComplexConstraintUI class ComplexConstraint(QtWidgets.QDialog, Ui_ComplexConstraintUI): def __init__(self, parent=None, tabs=None): super(ComplexConstraint, self).__init__() self.setupUi(self) self.setModal(True) # Useful globals self.tabs = tabs self.params = None self.tab_names = None self.operator = '=' self.setupData() self.setupWidgets() self.setupSignals() self.setupTooltip() self.setFixedSize(self.minimumSizeHint()) # Default focus is on OK self.cmdOK.setFocus() def setupData(self): """ Digs into self.tabs and pulls out relevant info """ self.tab_names = [tab.kernel_module.name for tab in self.tabs] self.params = [tab.getParamNames() for tab in self.tabs] def setupSignals(self): """ Signals from various elements """ self.cmdOK.clicked.connect(self.accept) self.cmdHelp.clicked.connect(self.onHelp) self.cmdRevert.clicked.connect(self.onRevert) self.txtConstraint.editingFinished.connect(self.validateFormula) self.cbParam1.currentIndexChanged.connect(self.onParamIndexChange) self.cbParam2.currentIndexChanged.connect(self.onParamIndexChange) self.cbOperator.currentIndexChanged.connect(self.onOperatorChange) def setupWidgets(self): """ Setup widgets based on current parameters """ self.txtName1.setText(self.tab_names[0]) self.txtName2.setText(self.tab_names[1]) # Show only parameters not already constrained self.cbParam1.clear() items = [param for i,param in enumerate(self.params[0]) if not self.tabs[0].rowHasConstraint(i)] self.cbParam1.addItems(items) self.cbParam2.clear() items = [param for i,param in enumerate(self.params[1]) if not self.tabs[1].rowHasConstraint(i)] self.cbParam2.addItems(items) self.txtParam.setText(self.tab_names[0] + ":" + self.cbParam1.currentText()) self.cbOperator.clear() self.cbOperator.addItems(ALLOWED_OPERATORS) self.txtOperator.setText(self.cbOperator.currentText()) self.txtConstraint.setText(self.tab_names[1]+"."+self.cbParam2.currentText()) def setupTooltip(self): """ Tooltip for txtConstraint """ p1 = self.tab_names[0] + ":" + self.cbParam1.currentText() p2 = self.tab_names[1]+"."+self.cbParam2.currentText() tooltip = "E.g.\n%s = 2.0 * (%s)\n" %(p1, p2) tooltip += "%s = sqrt(%s) + 5"%(p1, p2) self.txtConstraint.setToolTip(tooltip) def onParamIndexChange(self, index): """ Respond to parameter combo box changes """ # Find out the signal source source = self.sender().objectName() if source == "cbParam1": self.txtParam.setText(self.tab_names[0] + ":" + self.cbParam1.currentText()) else: self.txtConstraint.setText(self.tab_names[1] + "." + self.cbParam2.currentText()) def onOperatorChange(self, index): """ Respond to operator combo box changes """ self.txtOperator.setText(self.cbOperator.currentText()) def onRevert(self): """ switch M1 <-> M2 """ # Switch parameters self.params[1], self.params[0] = self.params[0], self.params[1] self.tab_names[1], self.tab_names[0] = self.tab_names[0], self.tab_names[1] self.tabs[1], self.tabs[0] = self.tabs[0], self.tabs[1] # Try to swap parameter names in the line edit current_text = self.txtConstraint.text() new_text = current_text.replace(self.cbParam1.currentText(), self.cbParam2.currentText()) self.txtConstraint.setText(new_text) # Update labels and tooltips index1 = self.cbParam1.currentIndex() index2 = self.cbParam2.currentIndex() indexOp = self.cbOperator.currentIndex() self.setupWidgets() # Original indices self.cbParam1.setCurrentIndex(index2) self.cbParam2.setCurrentIndex(index1) self.cbOperator.setCurrentIndex(indexOp) self.setupTooltip() def validateFormula(self): """ Add visual cues when formula is incorrect """ formula_is_valid = self.validateConstraint(self.txtConstraint.text()) if not formula_is_valid: self.cmdOK.setEnabled(False) self.txtConstraint.setStyleSheet("QLineEdit {background-color: red;}") else: self.cmdOK.setEnabled(True) self.txtConstraint.setStyleSheet("QLineEdit {background-color: white;}") def validateConstraint(self, constraint_text): """ Ensure the constraint has proper form """ # 0. none or empty if not constraint_text or not isinstance(constraint_text, str): return False # M1.scale --> model_str='M1', constraint_text='scale' param_str = self.cbParam2.currentText() constraint_text = constraint_text.strip() model_str = self.txtName2.text() # 0. Has to contain the model name if model_str != self.txtName2.text(): return False # Remove model name from constraint constraint_text = constraint_text.replace(model_str+".",'') # 1. just the parameter if param_str == constraint_text: return True # 2. ensure the text contains parameter name parameter_string_start = constraint_text.find(param_str) if parameter_string_start < 0: return False # 3. replace parameter name with "1" and try to evaluate the expression try: expression_to_evaluate = constraint_text.replace(param_str, "1.0") eval(expression_to_evaluate) except Exception: # Too many cases to cover individually, just a blanket # Exception should be sufficient # Note that in current numpy things like sqrt(-1) don't # raise but just return warnings return False return True def constraint(self): """ Return the generated constraint as tuple (model1, param1, operator, constraint) """ return (self.txtName1.text(), self.cbParam1.currentText(), self.cbOperator.currentText(), self.txtConstraint.text()) def onHelp(self): """ Display related help section """ try: help_location = GuiUtils.HELP_DIRECTORY_LOCATION + \ "/user/qtgui/Perspectives/Fitting/fitting_help.html#simultaneous-fits-with-constraints" webbrowser.open('file://' + os.path.realpath(help_location)) except AttributeError: # No manager defined - testing and standalone runs pass