#!/usr/bin/python
# -*- coding: utf-8 -*-
from semcplogic.model import ModelBuilder
from semcplogic.cpmodel import NonLinearCPLogicGenerator
from semcplogic.cpcompiler import CPCompiler
from semcplogic.problogresult import GnuplotDrawer
b = ModelBuilder()
b.addNode("f")
b.addNode("v1",0,1)
b.addNode("v2",0,1)
b.setInfluence("f","v1",5)
b.setInfluence("f","v2",5)
b.setLatent("f")
m = b.consume()
d = m.sample(100)
d2 = d.discretise({"v1":["hoog","laag"],"v2":["hoog","laag"]})
cm = NonLinearCPLogicGenerator()
cpcode = cm.generate(m)
cc = CPCompiler()
runmodel = cc.compileCode(cpcode,d2)
runmodel.iterations = 250
result = runmodel.run()
import pprint; pprint.pprint(result.probs)
g = GnuplotDrawer()
g.draw(result)
