def localInputAndChecks(self,xmlNode):
"""
Function to read the portion of the xml input that belongs to this specialized class
and initialize some stuff based on the inputs got
@ In, xmlNode, xml.etree.ElementTree.Element, Xml element node
@ Out, None
"""
HybridModelBase.localInputAndChecks(self, xmlNode)
paramInput = HybridModel.getInputSpecification()()
paramInput.parseNode(xmlNode)
for child in paramInput.subparts:
if child.getName() == 'TargetEvaluation':
self.targetEvaluationInstance = child.value.strip()
if child.getName() == 'ROM':
romName = child.value.strip()
self.romsDictionary[romName] = {'Instance': None, 'Converged': False, 'Valid': False}
if child.getName() == 'settings':
for childChild in child.subparts:
if childChild.getName() == 'maxTrainSize':
self.romTrainMaxSize = utils.intConversion(childChild.value)
if childChild.getName() == 'minInitialTrainSize':
self.romTrainStartSize = utils.intConversion(childChild.value)
if childChild.getName() == 'tolerance':
self.romConvergence = utils.floatConversion(childChild.value)
if child.getName() == 'validationMethod':
name = child.parameterValues['name']
self.validationMethod[name] = {}
for childChild in child.subparts:
if childChild.getName() == 'threshold':
self.validationMethod[name]['threshold'] = utils.floatConversion(childChild.value)
if name != 'CrowdingDistance':
self.raiseAnError(IOError, "Validation method ", name, " is not implemented yet!")
def returnMap(self,outcomes,name):
"""
This method returns a map if the ET contains symbolic sequences.
This is needed since since RAVEN requires numeric values for sequences.
@ In, outcomes, list, list that contains all the sequences IDs provided in the ET
@ In, name, string, name of the ET
@ Out, etMap, dict, dictionary containing the map
"""
# check if outputMap contains string ID for at least one sequence
# if outputMap contains all numbers then keep the number ID
allFloat = True
for seq in outcomes:
try:
float(seq)
except ValueError:
allFloat = False
break
etMap = {}
if allFloat == False:
# create an integer map, and create an integer map file
root = ET.Element('map')
root.set('Tree', name)
for seq in outcomes:
etMap[seq] = outcomes.index(seq)
ET.SubElement(root, "sequence", ID=str(outcomes.index(seq))).text = str(seq)
fileID = name + '_mapping.xml'
updatedTreeMap = ET.ElementTree(root)
xmlU.prettify(updatedTreeMap)
updatedTreeMap.write(fileID)
else:
for seq in outcomes:
etMap[seq] = utils.floatConversion(seq)
return etMap