mtl-aas/stl/test_boolean_eval.py
Marcell Vazquez-Chanlatte f53cab4485 fix bug in global evaluator
2017-11-11 18:00:33 -08:00

87 lines
3.3 KiB
Python

import hypothesis.strategies as st
import traces
from hypothesis import given # , settings, Verbosity, Phase
import stl
import stl.boolean_eval
import stl.fastboolean_eval
# from stl.hypothesis import SignalTemporalLogicStrategy
"""
TODO: property based test that fasteval should be the same as slow
TODO: property based test that x |= phi == ~(x |= ~phi)
TODO: property based test that ~~phi == phi
TODO: property based test that ~~~phi == ~phi
TODO: property based test that ~phi => phi
TODO: property based test that phi => phi
TODO: property based test that phi <=> phi
TODO: property based test that phi & psi => phi
TODO: property based test that psi => phi | psi
TODO: property based test that (True U psi) => F(psi)
TODO: property based test that G(psi) = ~F(~psi)
TODO: Automatically generate input time series.
"""
x = {
"x": traces.TimeSeries([(0, 1), (0.1, 1), (0.2, 4)]),
"y": traces.TimeSeries([(0, 2), (0.1, 4), (0.2, 2)]),
"AP1": traces.TimeSeries([(0, True), (0.1, True), (0.2, False)]),
"AP2": traces.TimeSeries([(0, False), (0.2, True), (0.5, False)]),
"AP3": traces.TimeSeries([(0, True), (0.1, True), (0.3, False)]),
"AP4": traces.TimeSeries([(0, False), (0.1, False), (0.3, False)]),
"AP5": traces.TimeSeries([(0, False), (0.1, False), (0.3, True)]),
}
@given(st.just(stl.ast.Next(stl.BOT) | stl.ast.Next(stl.TOP)))
# @given(SignalTemporalLogicStrategy)
# @settings(max_shrinks=0, verbosity=Verbosity.verbose,
# perform_health_check=False,
# phases=[Phase.generate])
def test_boolean_identities(phi):
stl_eval = stl.boolean_eval.pointwise_sat(phi)
stl_eval2 = stl.boolean_eval.pointwise_sat(~phi)
assert stl_eval2(x, 0) == (not stl_eval(x, 0))
stl_eval3 = stl.boolean_eval.pointwise_sat(~~phi)
assert stl_eval3(x, 0) == stl_eval(x, 0)
stl_eval4 = stl.boolean_eval.pointwise_sat(phi & phi)
assert stl_eval4(x, 0) == stl_eval(x, 0)
stl_eval5 = stl.boolean_eval.pointwise_sat(phi & ~phi)
assert not stl_eval5(x, 0)
stl_eval6 = stl.boolean_eval.pointwise_sat(phi | ~phi)
assert stl_eval6(x, 0)
# phi2 = stl.alw(stl.ast.Next(phi))
# phi3 = stl.ast.Next(stl.alw(phi))
# stl_eval7 = stl.boolean_eval.pointwise_sat(phi2)
# stl_eval8 = stl.boolean_eval.pointwise_sat(phi3)
# assert stl_eval7(x, 0) == stl_eval8(x, 0)
stl_eval9 = stl.boolean_eval.pointwise_sat(stl.ast.Next(phi))
stl_eval10 = stl.boolean_eval.pointwise_sat(~stl.ast.Next(phi))
assert stl_eval9(x, 0) != stl_eval10(x, 0)
phi4 = stl.parse('~(AP4)')
stl_eval11 = stl.boolean_eval.pointwise_sat(phi4)
assert stl_eval11(x, 0)
phi5 = stl.parse('G[0.1, 0.03](~(AP4))')
stl_eval12 = stl.boolean_eval.pointwise_sat(phi5)
assert stl_eval12(x, 0)
phi6 = stl.parse('G[0.1, 0.03](~(AP5))')
stl_eval13 = stl.boolean_eval.pointwise_sat(phi6)
assert stl_eval13(x, 0)
assert not stl_eval13(x, 0.4)
@given(st.just(stl.BOT))
def test_temporal_identities(phi):
stl_eval = stl.fastboolean_eval.pointwise_sat(stl.alw(phi, lo=0, hi=4))
stl_eval2 = stl.fastboolean_eval.pointwise_sat(~stl.env(~phi, lo=0, hi=4))
assert stl_eval2(x, 0) == stl_eval(x, 0)
stl_eval3 = stl.fastboolean_eval.pointwise_sat(~stl.alw(~phi, lo=0, hi=4))
stl_eval4 = stl.fastboolean_eval.pointwise_sat(stl.env(phi, lo=0, hi=4))
assert stl_eval4(x, 0) == stl_eval3(x, 0)