def flowsheetToUQModel(gr):
'''
This function converts a node model to a UQ model for UQ analysis. This is temporary solution.
The extra python calculations that are include in a node are not converted, just the simulation.
'''
uqModel = Model()
uqModel.setName('Flowsheet')
uqModel.setRunType(Model.GATEWAY) #Basically run through John's stuff
uqModel.setNamesIncludeNodes(True)
keys = gr.input.compoundNames()
names = []
typ = [] # Type for each input (Fixed or Variable)
val = [] # Current value of inputs in the node
mins = [] # minimums for inputs
maxs = [] # maximums for inputs
dists = []
default = [] # defaults for inputs
flowsheetFixed = []
gr.generateGlobalVariables()
for key in keys: # key is input variable name, make lists
if not gr.input.get(key).con:
names.append(key)
typ.append(Model.VARIABLE)
val.append(gr.input.get(key).value)
mins.append(gr.input.get(key).min)
maxs.append(gr.input.get(key).max)
default.append(gr.input.get(key).default)
dists.append(gr.input.get(key).dist)
flowsheetFixed.append(False)
# Set input values
uqModel.setInputNames(names)
uqModel.setInputTypes(typ)
uqModel.setInputMins(mins)
uqModel.setInputMaxs(maxs)
uqModel.setInputDistributions(dists)
uqModel.setInputDefaults(default)
uqModel.setInputFlowsheetFixed(flowsheetFixed)
# Set output names and set all outputs as selected
keys = gr.output.compoundNames()
uqModel.setOutputNames(keys)
uqModel.setSelectedOutputs(list(range(len(keys))))
return uqModel
def nodeToUQModel(name, node):
'''
This function converts a node model to a UQ model for UQ analysis. This is temporary solution.
The extra python calculations that are include in a node are not converted, just the simulation.
'''
uqModel = Model()
uqModel.setName(name)
uqModel.setRunType(Model.GATEWAY) #Basically run through John's stuff
keys = list(node.inVars.keys())
typ = [] # Type for each input (Fixed or Variable)
val = [] # Current value of inputs in the node
min = [] # minimums for inputs
max = [] # maximums for inputs
dist = [] # distributions for inputs
default = [] # defaults for inputs
for key in keys: # key is input variable name, make lists
#if node.inVars[key].uqVar:
typ.append(Model.VARIABLE)
#else:
# typ.append( Model.FIXED )
val.append(node.inVars[key].value)
min.append(node.inVars[key].min)
max.append(node.inVars[key].max)
dist.append(node.inVars[key].dist)
default.append(node.inVars[key].default)
# Set input values
uqModel.setInputNames(['%s.%s' % (name, key) for key in keys])
uqModel.setInputTypes(typ)
uqModel.setInputMins(min)
uqModel.setInputMaxs(max)
uqModel.setInputDistributions(dist)
uqModel.setInputDefaults(default)
# Set output names and set all outputs as selected
keys = list(node.outVars.keys())
uqModel.setOutputNames(['%s.%s' % (name, key) for key in keys])
uqModel.setSelectedOutputs(list(range(len(keys))))
return uqModel