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#! /usr/bin/env python
import openturns as ot
import persalys
myStudy = persalys.Study("myStudy")
# Model
x0 = persalys.Input("x0", ot.Normal())
x1 = persalys.Input("x1", ot.Normal())
y00 = persalys.Output("fake_y0")
y00.setIsSelected(False)
y0 = persalys.Output("y0")
formula_y00 = "x0"
formula_y0 = "10+3*x0+x1"
model = persalys.SymbolicPhysicalModel(
"aModel", [x0, x1], [y00, y0], [formula_y00, formula_y0]
)
myStudy.add(model)
# SRC ##
analysis = persalys.SRCAnalysis("aSRC", model)
analysis.setSimulationsNumber(1000)
analysis.setSeed(2)
myStudy.add(analysis)
print(analysis)
analysis.run()
print("result=", analysis.getResult())
# SRC ##
X2 = persalys.Input("x2", 10)
model.addInput(X2)
model.addOutput(persalys.Output("y1"))
model.setFormula("y1", "3*x0 + x1 + x2")
analysis2 = persalys.SRCAnalysis("aSRC2", model)
analysis2.setSimulationsNumber(1000)
analysis2.setSeed(2)
analysis2.setInterestVariables(["y1"])
myStudy.add(analysis2)
print(analysis2)
analysis2.run()
result2 = analysis2.getResult()
print("result=", result2)
# script
script = myStudy.getPythonScript()
print(script)
exec(script)
# check getImplementation
analysis3 = persalys.Analysis(analysis2).getImplementation()
assert analysis3.getSimulationsNumber() == 1000
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