class IteratedEnsembleSmootherPanel(SimulationConfigPanel):
def __init__(self):
SimulationConfigPanel.__init__(self, IteratedEnsembleSmoother)
layout = QFormLayout()
case_selector = CaseSelector()
layout.addRow("Current case:", case_selector)
run_path_label = QLabel("<b>%s</b>" % getRunPath())
addHelpToWidget(run_path_label, "config/simulation/runpath")
layout.addRow("Runpath:", run_path_label)
number_of_realizations_label = QLabel("<b>%d</b>" % getRealizationCount())
addHelpToWidget(number_of_realizations_label, "config/ensemble/num_realizations")
layout.addRow(QLabel("Number of realizations:"), number_of_realizations_label)
# The num_iterations_spinner does not track any external changes (will that ever happen?)
num_iterations_spinner = QSpinBox()
num_iterations_spinner.setMinimum(1)
num_iterations_spinner.setMaximum(100)
num_iterations_spinner.setValue(getNumberOfIterations())
addHelpToWidget(num_iterations_spinner, "config/simulation/number_of_iterations")
num_iterations_spinner.valueChanged[int].connect(setNumberOfIterations)
layout.addRow("Number of iterations:", num_iterations_spinner)
self._iterated_target_case_format_model = TargetCaseModel(format_mode=True)
self._iterated_target_case_format_field = StringBox(self._iterated_target_case_format_model, "config/simulation/iterated_target_case_format")
self._iterated_target_case_format_field.setValidator(ProperNameFormatArgument())
layout.addRow("Target case format:", self._iterated_target_case_format_field)
self._analysis_module_selector = AnalysisModuleSelector(iterable=True, help_link="config/analysis/analysis_module")
layout.addRow("Analysis Module:", self._analysis_module_selector)
self._active_realizations_model = ActiveRealizationsModel()
self._active_realizations_field = StringBox(self._active_realizations_model, "config/simulation/active_realizations")
self._active_realizations_field.setValidator(RangeStringArgument(getRealizationCount()))
layout.addRow("Active realizations", self._active_realizations_field)
self._iterated_target_case_format_field.getValidationSupport().validationChanged.connect(self.simulationConfigurationChanged)
self._active_realizations_field.getValidationSupport().validationChanged.connect(self.simulationConfigurationChanged)
self.setLayout(layout)
def isConfigurationValid(self):
analysis_module = self._analysis_module_selector.getSelectedAnalysisModuleName()
return self._iterated_target_case_format_field.isValid() and self._active_realizations_field.isValid() and analysis_module is not None
def getSimulationArguments(self):
arguments = {"active_realizations": self._active_realizations_model.getActiveRealizationsMask(),
"target_case": self._iterated_target_case_format_model.getValue(),
"analysis_module": self._analysis_module_selector.getSelectedAnalysisModuleName()
}
return arguments
class EnsembleSmootherPanel(SimulationConfigPanel):
def __init__(self):
SimulationConfigPanel.__init__(self, EnsembleSmoother)
layout = QFormLayout()
case_selector = CaseSelector()
layout.addRow("Current case:", case_selector)
run_path_label = QLabel("<b>%s</b>" % getRunPath())
addHelpToWidget(run_path_label, "config/simulation/runpath")
layout.addRow("Runpath:", run_path_label)
number_of_realizations_label = QLabel("<b>%d</b>" %
getRealizationCount())
addHelpToWidget(number_of_realizations_label,
"config/ensemble/num_realizations")
layout.addRow(QLabel("Number of realizations:"),
number_of_realizations_label)
self._target_case_model = TargetCaseModel()
self._target_case_field = StringBox(self._target_case_model,
"config/simulation/target_case")
self._target_case_field.setValidator(ProperNameArgument())
layout.addRow("Target case:", self._target_case_field)
self._analysis_module_selector = AnalysisModuleSelector(
iterable=False, help_link="config/analysis/analysis_module")
layout.addRow("Analysis Module:", self._analysis_module_selector)
self._active_realizations_model = ActiveRealizationsModel()
self._active_realizations_field = StringBox(
self._active_realizations_model,
"config/simulation/active_realizations")
self._active_realizations_field.setValidator(
RangeStringArgument(getRealizationCount()))
layout.addRow("Active realizations", self._active_realizations_field)
self._target_case_field.getValidationSupport(
).validationChanged.connect(self.simulationConfigurationChanged)
self._active_realizations_field.getValidationSupport(
).validationChanged.connect(self.simulationConfigurationChanged)
self.setLayout(layout)
def isConfigurationValid(self):
return self._target_case_field.isValid(
) and self._active_realizations_field.isValid()
def getSimulationArguments(self):
arguments = {
"active_realizations":
self._active_realizations_model.getActiveRealizationsMask(),
"target_case":
self._target_case_model.getValue(),
"analysis_module":
self._analysis_module_selector.getSelectedAnalysisModuleName()
}
return arguments
class EnsembleSmootherPanel(SimulationConfigPanel):
def __init__(self):
SimulationConfigPanel.__init__(self, EnsembleSmoother( getQueueConfig( ) ))
layout = QFormLayout()
case_selector = CaseSelector()
layout.addRow("Current case:", case_selector)
run_path_label = QLabel("<b>%s</b>" % getRunPath())
addHelpToWidget(run_path_label, "config/simulation/runpath")
layout.addRow("Runpath:", run_path_label)
number_of_realizations_label = QLabel("<b>%d</b>" % getRealizationCount())
addHelpToWidget(number_of_realizations_label, "config/ensemble/num_realizations")
layout.addRow(QLabel("Number of realizations:"), number_of_realizations_label)
self._target_case_model = TargetCaseModel()
self._target_case_field = StringBox(self._target_case_model, "config/simulation/target_case")
self._target_case_field.setValidator(ProperNameArgument())
layout.addRow("Target case:", self._target_case_field)
self._analysis_module_selector = AnalysisModuleSelector(iterable=False, help_link="config/analysis/analysis_module")
layout.addRow("Analysis Module:", self._analysis_module_selector)
self._active_realizations_model = ActiveRealizationsModel()
self._active_realizations_field = StringBox(self._active_realizations_model, "config/simulation/active_realizations")
self._active_realizations_field.setValidator(RangeStringArgument(getRealizationCount()))
layout.addRow("Active realizations", self._active_realizations_field)
self._target_case_field.getValidationSupport().validationChanged.connect(self.simulationConfigurationChanged)
self._active_realizations_field.getValidationSupport().validationChanged.connect(self.simulationConfigurationChanged)
self.setLayout(layout)
def isConfigurationValid(self):
return self._target_case_field.isValid() and self._active_realizations_field.isValid()
def toggleAdvancedOptions(self, show_advanced):
self._active_realizations_field.setVisible(show_advanced)
self.layout().labelForField(self._active_realizations_field).setVisible(show_advanced)
self._analysis_module_selector.setVisible(show_advanced)
self.layout().labelForField(self._analysis_module_selector).setVisible(show_advanced)
def getSimulationArguments(self):
arguments = {"active_realizations": self._active_realizations_model.getActiveRealizationsMask(),
"target_case": self._target_case_model.getValue(),
"analysis_module": self._analysis_module_selector.getSelectedAnalysisModuleName()
}
return arguments
class IteratedEnsembleSmootherPanel(SimulationConfigPanel):
def __init__(self, advanced_option=False):
SimulationConfigPanel.__init__(self, IteratedEnsembleSmoother(), advanced_option)
layout = QFormLayout()
case_selector = CaseSelector()
layout.addRow("Current case:", case_selector)
run_path_label = QLabel("<b>%s</b>" % getRunPath())
addHelpToWidget(run_path_label, "config/simulation/runpath")
layout.addRow("Runpath:", run_path_label)
number_of_realizations_label = QLabel("<b>%d</b>" % getRealizationCount())
addHelpToWidget(number_of_realizations_label, "config/ensemble/num_realizations")
layout.addRow(QLabel("Number of realizations:"), number_of_realizations_label)
# The num_iterations_spinner does not track any external changes (will that ever happen?)
num_iterations_spinner = QSpinBox()
num_iterations_spinner.setMinimum(1)
num_iterations_spinner.setMaximum(100)
num_iterations_spinner.setValue(getNumberOfIterations())
addHelpToWidget(num_iterations_spinner, "config/simulation/number_of_iterations")
num_iterations_spinner.valueChanged[int].connect(setNumberOfIterations)
layout.addRow("Number of iterations:", num_iterations_spinner)
self._iterated_target_case_format_model = TargetCaseModel(format_mode=True)
self._iterated_target_case_format_field = StringBox(self._iterated_target_case_format_model, "config/simulation/iterated_target_case_format")
self._iterated_target_case_format_field.setValidator(ProperNameFormatArgument())
layout.addRow("Target case format:", self._iterated_target_case_format_field)
self._analysis_module_selector = AnalysisModuleSelector(iterable=True, help_link="config/analysis/analysis_module")
layout.addRow("Analysis Module:", self._analysis_module_selector)
self._active_realizations_model = ActiveRealizationsModel()
self._active_realizations_field = StringBox(self._active_realizations_model, "config/simulation/active_realizations")
self._active_realizations_field.setValidator(RangeStringArgument(getRealizationCount()))
layout.addRow("Active realizations", self._active_realizations_field)
self._iterated_target_case_format_field.getValidationSupport().validationChanged.connect(self.simulationConfigurationChanged)
self._active_realizations_field.getValidationSupport().validationChanged.connect(self.simulationConfigurationChanged)
self.setLayout(layout)
def isConfigurationValid(self):
analysis_module = self._analysis_module_selector.getSelectedAnalysisModuleName()
return self._iterated_target_case_format_field.isValid() and self._active_realizations_field.isValid() and analysis_module is not None
def toggleAdvancedOptions(self, show_advanced):
self._active_realizations_field.setVisible(show_advanced)
self.layout().labelForField(self._active_realizations_field).setVisible(show_advanced)
self._analysis_module_selector.setVisible(show_advanced)
self.layout().labelForField(self._analysis_module_selector).setVisible(show_advanced)
def getSimulationArguments(self):
arguments = {"active_realizations": self._active_realizations_model.getActiveRealizationsMask(),
"target_case": self._iterated_target_case_format_model.getValue(),
"analysis_module": self._analysis_module_selector.getSelectedAnalysisModuleName()
}
return arguments
class MultipleDataAssimilationPanel(SimulationConfigPanel):
def __init__(self):
SimulationConfigPanel.__init__(self, MultipleDataAssimilation)
layout = QFormLayout()
case_selector = CaseSelector()
layout.addRow("Current case:", case_selector)
run_path_label = QLabel("<b>%s</b>" % getRunPath())
addHelpToWidget(run_path_label, "config/simulation/runpath")
layout.addRow("Runpath:", run_path_label)
number_of_realizations_label = QLabel("<b>%d</b>" %
getRealizationCount())
addHelpToWidget(number_of_realizations_label,
"config/ensemble/num_realizations")
layout.addRow(QLabel("Number of realizations:"),
number_of_realizations_label)
self._target_case_format_model = TargetCaseModel(format_mode=True)
self._target_case_format_field = StringBox(
self._target_case_format_model,
"config/simulation/target_case_format")
self._target_case_format_field.setValidator(ProperNameFormatArgument())
layout.addRow("Target case format:", self._target_case_format_field)
self.weights = MultipleDataAssimilation.default_weights
self._createInputForWeights(layout)
self._iter_field = StringBox(
IterValueModel(),
"config/simulation/iter_num",
)
self._iter_field.setValidator(IntegerArgument(from_value=0), )
layout.addRow("Start iteration:", self._iter_field)
self._analysis_module_selector = AnalysisModuleSelector(
iterable=False, help_link="config/analysis/analysis_module")
layout.addRow("Analysis Module:", self._analysis_module_selector)
self._active_realizations_model = ActiveRealizationsModel()
self._active_realizations_field = StringBox(
self._active_realizations_model,
"config/simulation/active_realizations")
self._active_realizations_field.setValidator(
RangeStringArgument(getRealizationCount()))
layout.addRow("Active realizations:", self._active_realizations_field)
self._target_case_format_field.getValidationSupport(
).validationChanged.connect(self.simulationConfigurationChanged)
self._active_realizations_field.getValidationSupport(
).validationChanged.connect(self.simulationConfigurationChanged)
self._relative_iteration_weights_box.getValidationSupport(
).validationChanged.connect(self.simulationConfigurationChanged)
self.setLayout(layout)
def _createInputForWeights(self, layout):
relative_iteration_weights_model = ValueModel(self.weights)
self._relative_iteration_weights_box = StringBox(
relative_iteration_weights_model,
help_link="config/simulation/iteration_weights",
continuous_update=True)
self._relative_iteration_weights_box.setValidator(
NumberListStringArgument())
layout.addRow("Relative Weights:",
self._relative_iteration_weights_box)
relative_iteration_weights_model.valueChanged.connect(self.setWeights)
normalized_weights_model = ValueModel()
normalized_weights_widget = ActiveLabel(
normalized_weights_model,
help_link="config/simulation/iteration_weights")
layout.addRow('Normalized weights:', normalized_weights_widget)
def updateVisualizationOfNormalizedWeights():
if self._relative_iteration_weights_box.isValid():
weights = MultipleDataAssimilation.parseWeights(
relative_iteration_weights_model.getValue())
normalized_weights = MultipleDataAssimilation.normalizeWeights(
weights)
normalized_weights_model.setValue(", ".join(
"%.2f" % x for x in normalized_weights))
else:
normalized_weights_model.setValue("The weights are invalid!")
self._relative_iteration_weights_box.getValidationSupport(
).validationChanged.connect(updateVisualizationOfNormalizedWeights)
updateVisualizationOfNormalizedWeights(
) # To normalize the default weights
def isConfigurationValid(self):
return self._target_case_format_field.isValid(
) and self._active_realizations_field.isValid(
) and self._relative_iteration_weights_box.isValid()
def getSimulationArguments(self):
arguments = {
"active_realizations":
self._active_realizations_model.getActiveRealizationsMask(),
"target_case":
self._target_case_format_model.getValue(),
"analysis_module":
self._analysis_module_selector.getSelectedAnalysisModuleName(),
"weights":
self.weights,
"start_iteration":
int(self._iter_field.model.getValue())
}
return arguments
def setWeights(self, weights):
str_weights = str(weights)
print("Weights changed: %s" % str_weights)
self.weights = str_weights
class MultipleDataAssimilationPanel(SimulationConfigPanel):
def __init__(self):
SimulationConfigPanel.__init__(self, MultipleDataAssimilation())
layout = QFormLayout()
case_selector = CaseSelector()
layout.addRow("Current case:", case_selector)
run_path_label = QLabel("<b>%s</b>" % getRunPath())
addHelpToWidget(run_path_label, "config/simulation/runpath")
layout.addRow("Runpath:", run_path_label)
number_of_realizations_label = QLabel("<b>%d</b>" % getRealizationCount())
addHelpToWidget(number_of_realizations_label, "config/ensemble/num_realizations")
layout.addRow(QLabel("Number of realizations:"), number_of_realizations_label)
self._target_case_format_model = TargetCaseModel(format_mode=True)
self._target_case_format_field = StringBox(self._target_case_format_model, "config/simulation/target_case_format")
self._target_case_format_field.setValidator(ProperNameFormatArgument())
layout.addRow("Target case format:", self._target_case_format_field)
self._createInputForWeights(layout)
self._analysis_module_selector = AnalysisModuleSelector(iterable=False, help_link="config/analysis/analysis_module")
layout.addRow("Analysis Module:", self._analysis_module_selector)
self._active_realizations_model = ActiveRealizationsModel()
self._active_realizations_field = StringBox(self._active_realizations_model, "config/simulation/active_realizations")
self._active_realizations_field.setValidator(RangeStringArgument(getRealizationCount()))
layout.addRow("Active realizations", self._active_realizations_field)
self._target_case_format_field.getValidationSupport().validationChanged.connect(self.simulationConfigurationChanged)
self._active_realizations_field.getValidationSupport().validationChanged.connect(self.simulationConfigurationChanged)
self._relative_iteration_weights_box.getValidationSupport().validationChanged.connect(self.simulationConfigurationChanged)
self.setLayout(layout)
def _createInputForWeights(self, layout):
relative_iteration_weights_model = ValueModel(self.getSimulationModel().getWeights())
self._relative_iteration_weights_box = StringBox(relative_iteration_weights_model, help_link="config/simulation/iteration_weights", continuous_update=True)
self._relative_iteration_weights_box.setValidator(NumberListStringArgument())
layout.addRow("Relative Weights:", self._relative_iteration_weights_box)
relative_iteration_weights_model.valueChanged.connect(self.getSimulationModel().setWeights)
normalized_weights_model = ValueModel()
normalized_weights_widget = ActiveLabel(normalized_weights_model, help_link="config/simulation/iteration_weights")
layout.addRow('Normalized weights:', normalized_weights_widget)
def updateVisualizationOfNormalizedWeights():
if self._relative_iteration_weights_box.isValid():
weights = MultipleDataAssimilation.parseWeights(relative_iteration_weights_model.getValue())
normalized_weights = MultipleDataAssimilation.normalizeWeights(weights)
normalized_weights_model.setValue(", ".join("%.2f" % x for x in normalized_weights))
else:
normalized_weights_model.setValue("The weights are invalid!")
self._relative_iteration_weights_box.getValidationSupport().validationChanged.connect(updateVisualizationOfNormalizedWeights)
updateVisualizationOfNormalizedWeights() # To normalize the default weights
def isConfigurationValid(self):
return self._target_case_format_field.isValid() and self._active_realizations_field.isValid() and self._relative_iteration_weights_box.isValid()
def toggleAdvancedOptions(self, show_advanced):
self._active_realizations_field.setVisible(show_advanced)
self.layout().labelForField(self._active_realizations_field).setVisible(show_advanced)
self._analysis_module_selector.setVisible(show_advanced)
self.layout().labelForField(self._analysis_module_selector).setVisible(show_advanced)
def getSimulationArguments(self):
arguments = {"active_realizations": self._active_realizations_model.getActiveRealizationsMask(),
"target_case": self._target_case_format_model.getValue(),
"analysis_module": self._analysis_module_selector.getSelectedAnalysisModuleName()
}
return arguments