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!")
def test_normalized_weights(self):
weights = mda.normalizeWeights([1])
self.assertAlmostEqualList([1.0], weights)
weights = mda.normalizeWeights([1, 1])
self.assertAlmostEqualList([1.414214, 1.414214], weights)
weights = mda.normalizeWeights([1, 0, 1])
self.assertAlmostEqualList([1.414214, 1.414214], weights)
weights = mda.normalizeWeights([1, 1, 1])
self.assertAlmostEqualList([1.732051, 1.732051, 1.732051], weights)
weights = mda.normalizeWeights([8, 4, 2, 1])
self.assertAlmostEqualList([
9.219544457292887, 4.6097722286464435, 2.3048861143232218,
1.1524430571616109
], weights)
weights = mda.normalizeWeights([
9.219544457292887, 4.6097722286464435, 2.3048861143232218,
1.1524430571616109
])
self.assertAlmostEqualList([
9.219544457292887, 4.6097722286464435, 2.3048861143232218,
1.1524430571616109
], weights)
def __init__(self):
SimulationConfigPanel.__init__(
self, MultipleDataAssimilation(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_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 test_weights(self):
weights = mda.parseWeights("2, 2, 2, 2")
print(weights)
self.assertAlmostEqualList([2, 2, 2, 2], weights)
weights = mda.parseWeights("1, 2, 3, ")
self.assertAlmostEqualList([1, 2, 3], weights)
weights = mda.parseWeights("1, 0, 1")
self.assertAlmostEqualList([1, 1], weights)
weights = mda.parseWeights("1.414213562373095, 1.414213562373095")
self.assertAlmostEqualList([1.414213562373095, 1.414213562373095], weights)
with self.assertRaises(ValueError):
mda.parseWeights("2, error, 2, 2")
def test_weights(self):
weights = mda.parseWeights("2, 2, 2, 2")
print(weights)
self.assertAlmostEqualList([2, 2, 2, 2], weights)
weights = mda.parseWeights("1, 2, 3, ")
self.assertAlmostEqualList([1, 2, 3], weights)
weights = mda.parseWeights("1, 0, 1")
self.assertAlmostEqualList([1, 1], weights)
weights = mda.parseWeights("1.414213562373095, 1.414213562373095")
self.assertAlmostEqualList([1.414213562373095, 1.414213562373095], weights)
with self.assertRaises(ValueError):
mda.parseWeights("2, error, 2, 2")
def test_normalized_weights(self):
weights = mda.normalizeWeights([1])
self.assertAlmostEqualList([1.0], weights)
weights = mda.normalizeWeights([1, 1])
self.assertAlmostEqualList([1.414214, 1.414214], weights)
weights = mda.normalizeWeights([1, 0, 1])
self.assertAlmostEqualList([1.414214, 1.414214], weights)
weights = mda.normalizeWeights([1, 1, 1])
self.assertAlmostEqualList([1.732051, 1.732051, 1.732051], weights)
weights = mda.normalizeWeights([8, 4, 2, 1])
self.assertAlmostEqualList([9.219544457292887, 4.6097722286464435, 2.3048861143232218, 1.1524430571616109], weights)
weights = mda.normalizeWeights([9.219544457292887, 4.6097722286464435, 2.3048861143232218, 1.1524430571616109])
self.assertAlmostEqualList([9.219544457292887, 4.6097722286464435, 2.3048861143232218, 1.1524430571616109], weights)