mtl-aas/stl/fastboolean_eval.py
2016-12-03 12:56:33 -08:00

79 lines
1.9 KiB
Python

from functools import singledispatch
from bitarray import bitarray
import stl.ast
from stl.boolean_eval import eval_terms, op_lookup
@singledispatch
def pointwise_satf(stl):
raise NotImplementedError
@pointwise_satf.register(stl.Or)
def _(stl):
def sat_comp(x,t):
sat = bitarray(len(t))
for arg in stl.args:
sat = pointwise_satf(arg)(x, t) | sat
return sat
return sat_comp
@pointwise_satf.register(stl.And)
def _(stl):
def sat_comp(x,t):
sat = bitarray(len(t))
sat.setall('True')
for arg in stl.args:
sat = pointwise_satf(arg)(x, t) & sat
return sat
return sat_comp
@pointwise_satf.register(stl.F)
def _(stl):
lo, hi = stl.interval
def sat_comp(x,t):
sat = bitarray()
for tau in t:
tau_t = [min(tau + t2, x.index[-1]) for t2 in x[lo:hi].index]
sat.append((pointwise_satf(stl.arg)(x, tau_t)).count() > 0)
return sat
return sat_comp
@pointwise_satf.register(stl.G)
def _(stl):
lo, hi = stl.interval
def sat_comp(x,t):
sat = bitarray()
for tau in t:
tau_t = [min(tau + t2, x.index[-1]) for t2 in x[lo:hi].index]
point_sat = pointwise_satf(stl.arg)(x, tau_t)
sat.append(point_sat.count() == point_sat.length())
return sat
return sat_comp
@pointwise_satf.register(stl.Neg)
def _(stl):
return lambda x,t: ~pointwise_satf(arg)(x, t)
@pointwise_satf.register(stl.AtomicPred)
def _(stl):
def sat_comp(x, t):
sat = bitarray()
[sat.append(x[stl.id][tau]) for tau in t]
return sat
return sat_comp
@pointwise_satf.register(stl.LinEq)
def _(stl):
op = op_lookup[stl.op]
def sat_comp(x, t):
sat = bitarray()
[sat.append(op(eval_terms(stl, x, tau), stl.const)) for tau in t]
return sat
return sat_comp