def test_normalization(self):
from pysmt.environment import Environment
env2 = Environment()
mgr2 = env2.formula_manager
ty = ArrayType(BOOL, REAL)
x = FreshSymbol(ty)
fty = FunctionType(BOOL, (ty, ))
f = FreshSymbol(fty)
g = Function(f, (x, ))
self.assertIsNotNone(g)
self.assertNotIn(g, mgr2)
g2 = mgr2.normalize(g)
self.assertIn(g2, mgr2)
# Since the types are from two different environments, they
# should be different.
x2 = g2.arg(0)
ty2 = x2.symbol_type()
self.assertFalse(ty2 is ty, ty)
fname = g2.function_name()
fty2 = fname.symbol_type()
self.assertFalse(fty2 is fty, fty)
# Test ArrayValue
h = Array(BVType(4), BV(0, 4))
h2 = mgr2.normalize(h)
self.assertEqual(h.array_value_index_type(),
h2.array_value_index_type())
self.assertFalse(h.array_value_index_type() is \
h2.array_value_index_type())
def test_complex_types(self):
with self.assertRaises(PysmtTypeError):
# Not(Store(Array<Real,BV8>(8d_0), 1.0, 8d_5) =
# Store(Array<Int,BV8>(8d_0), 1, 8d_5))
Not(
Equals(Store(Array(REAL, BV(0, 8)), Real(1), BV(5, 8)),
Store(Array(INT, BV(0, 8)), Int(1), BV(5, 8))))
nested_a = Symbol("a_arb_aii",
ArrayType(ArrayType(REAL, BV8), ARRAY_INT_INT))
with self.assertRaises(PysmtTypeError):
# This is wrong, because the first elemnt of Array must be a Type
Equals(nested_a, Array(Array(REAL, BV(0, 8)), Array(INT, Int(7))))
def test_array_value_is_constant(self):
r = Symbol("r", REAL)
ax1 = Array(REAL, Real(0), {Real(1): r})
ax2 = Array(REAL, r, {Real(1): Real(2)})
ax3 = Array(REAL, Real(0), {Real(1): Real(2)})
self.assertFalse(ax1.is_constant())
self.assertFalse(ax2.is_constant())
self.assertTrue(ax3.is_constant())
with self.assertRaises(PysmtValueError):
self.assertTrue(ax3.is_constant(_type=REAL))
with self.assertRaises(PysmtValueError):
self.assertTrue(ax3.is_constant(value=Real(2)))
def test_array_value_get(self):
ax = Array(REAL, Real(0),
{Real(1): Real(2),
Real(2): Real(3),
Real(3): Real(4),
Real(4): Real(5),
})
self.assertEqual(ax.array_value_get(Real(1)), Real(2))
self.assertEqual(ax.array_value_get(Real(2)), Real(3))
self.assertEqual(ax.array_value_get(Real(3)), Real(4))
self.assertEqual(ax.array_value_get(Real(4)), Real(5))
self.assertEqual(ax.array_value_get(Real(-1)), Real(0))
self.assertEqual(ax.array_value_get(Real(5)), Real(0))
def walk_array_value(self, formula):
assign = formula.array_value_assigned_values_map()
# First, rewrite it as a sequence of Stores on a constant array
if assign:
# Print array assignments in lexicographic order for deterministic printing
_type = formula.get_type()
formula = Array(_type.index_type, formula.array_value_default())
for k in sorted(assign, key=str, reversed=True):
formula = Store(formula, k, assign[k])
yield formula
else:
arrtype = to_smv_type(formula.get_type())
self.write("CONSTARRAY({}, ".format(arrtype))
yield formula.array_value_default()
self.write(")")
def get_full_example_formulae(environment=None):
"""Return a list of Examples using the given environment."""
if environment is None:
environment = get_env()
with environment:
x = Symbol("x", BOOL)
y = Symbol("y", BOOL)
p = Symbol("p", INT)
q = Symbol("q", INT)
r = Symbol("r", REAL)
s = Symbol("s", REAL)
aii = Symbol("aii", ARRAY_INT_INT)
ari = Symbol("ari", ArrayType(REAL, INT))
arb = Symbol("arb", ArrayType(REAL, BV8))
abb = Symbol("abb", ArrayType(BV8, BV8))
nested_a = Symbol("a_arb_aii",
ArrayType(ArrayType(REAL, BV8), ARRAY_INT_INT))
rf = Symbol("rf", FunctionType(REAL, [REAL, REAL]))
rg = Symbol("rg", FunctionType(REAL, [REAL]))
ih = Symbol("ih", FunctionType(INT, [REAL, INT]))
ig = Symbol("ig", FunctionType(INT, [INT]))
bf = Symbol("bf", FunctionType(BOOL, [BOOL]))
bg = Symbol("bg", FunctionType(BOOL, [BOOL]))
bv8 = Symbol("bv1", BV8)
bv16 = Symbol("bv2", BV16)
result = [
# Formula, is_valid, is_sat, is_qf
Example(hr="(x & y)",
expr=And(x, y),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_BOOL),
Example(hr="(x <-> y)",
expr=Iff(x, y),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_BOOL),
Example(hr="((x | y) & (! (x | y)))",
expr=And(Or(x, y), Not(Or(x, y))),
is_valid=False,
is_sat=False,
logic=pysmt.logics.QF_BOOL),
Example(hr="(x & (! y))",
expr=And(x, Not(y)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_BOOL),
Example(hr="(False -> True)",
expr=Implies(FALSE(), TRUE()),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_BOOL),
#
# LIA
#
Example(hr="((q < p) & (x -> y))",
expr=And(GT(p, q), Implies(x, y)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_IDL),
Example(hr="(((p + q) = 5) & (q < p))",
expr=And(Equals(Plus(p, q), Int(5)), GT(p, q)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_LIA),
Example(hr="((q <= p) | (p <= q))",
expr=Or(GE(p, q), LE(p, q)),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_IDL),
Example(hr="(! (p < (q * 2)))",
expr=Not(LT(p, Times(q, Int(2)))),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_LIA),
Example(hr="(p < (p - (5 - 2)))",
expr=GT(Minus(p, Minus(Int(5), Int(2))), p),
is_valid=False,
is_sat=False,
logic=pysmt.logics.QF_IDL),
Example(hr="((x ? 7 : ((p + -1) * 3)) = q)",
expr=Equals(
Ite(x, Int(7), Times(Plus(p, Int(-1)), Int(3))), q),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_LIA),
Example(hr="(p < (q + 1))",
expr=LT(p, Plus(q, Int(1))),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_LIA),
#
# LRA
#
Example(hr="((s < r) & (x -> y))",
expr=And(GT(r, s), Implies(x, y)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_RDL),
Example(hr="(((r + s) = 28/5) & (s < r))",
expr=And(Equals(Plus(r, s), Real(Fraction("5.6"))),
GT(r, s)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_LRA),
Example(hr="((s <= r) | (r <= s))",
expr=Or(GE(r, s), LE(r, s)),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_RDL),
Example(hr="(! ((r * 2.0) < (s * 2.0)))",
expr=Not(LT(Div(r, Real((1, 2))), Times(s, Real(2)))),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_LRA),
Example(hr="(! (r < (r - (5.0 - 2.0))))",
expr=Not(GT(Minus(r, Minus(Real(5), Real(2))), r)),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_RDL),
Example(hr="((x ? 7.0 : ((s + -1.0) * 3.0)) = r)",
expr=Equals(
Ite(x, Real(7), Times(Plus(s, Real(-1)), Real(3))), r),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_LRA),
#
# EUF
#
Example(hr="(bf(x) <-> bg(x))",
expr=Iff(Function(bf, (x, )), Function(bg, (x, ))),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_UF),
Example(hr="(rf(5.0, rg(r)) = 0.0)",
expr=Equals(Function(rf, (Real(5), Function(rg, (r, )))),
Real(0)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_UFLRA),
Example(hr="((rg(r) = (5.0 + 2.0)) <-> (rg(r) = 7.0))",
expr=Iff(Equals(Function(rg, [r]), Plus(Real(5), Real(2))),
Equals(Function(rg, [r]), Real(7))),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_UFLRA),
Example(
hr="((r = (s + 1.0)) & (rg(s) = 5.0) & (rg((r - 1.0)) = 7.0))",
expr=And([
Equals(r, Plus(s, Real(1))),
Equals(Function(rg, [s]), Real(5)),
Equals(Function(rg, [Minus(r, Real(1))]), Real(7))
]),
is_valid=False,
is_sat=False,
logic=pysmt.logics.QF_UFLRA),
#
# BV
#
Example(hr="((1_32 & 0_32) = 0_32)",
expr=Equals(BVAnd(BVOne(32), BVZero(32)), BVZero(32)),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="((! 2_3) = 5_3)",
expr=Equals(BVNot(BV("010")), BV("101")),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="((7_3 xor 0_3) = 0_3)",
expr=Equals(BVXor(BV("111"), BV("000")), BV("000")),
is_valid=False,
is_sat=False,
logic=pysmt.logics.QF_BV),
Example(hr="((bv1::bv1) u< 0_16)",
expr=BVULT(BVConcat(bv8, bv8), BVZero(16)),
is_valid=False,
is_sat=False,
logic=pysmt.logics.QF_BV),
Example(hr="(1_32[0:7] = 1_8)",
expr=Equals(BVExtract(BVOne(32), end=7), BVOne(8)),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="(0_8 u< (((bv1 + 1_8) * 5_8) u/ 5_8))",
expr=BVUGT(
BVUDiv(BVMul(BVAdd(bv8, BVOne(8)), BV(5, width=8)),
BV(5, width=8)), BVZero(8)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="(0_16 u<= bv2)",
expr=BVUGE(bv16, BVZero(16)),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="(0_16 s<= bv2)",
expr=BVSGE(bv16, BVZero(16)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(
hr="((0_32 u< (5_32 u% 2_32)) & ((5_32 u% 2_32) u<= 1_32))",
expr=And(
BVUGT(BVURem(BV(5, width=32), BV(2, width=32)),
BVZero(32)),
BVULE(BVURem(BV(5, width=32), BV(2, width=32)),
BVOne(32))),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="((((1_32 + (- 1_32)) << 1_32) >> 1_32) = 1_32)",
expr=Equals(
BVLShr(BVLShl(BVAdd(BVOne(32), BVNeg(BVOne(32))), 1),
1), BVOne(32)),
is_valid=False,
is_sat=False,
logic=pysmt.logics.QF_BV),
Example(hr="((1_32 - 1_32) = 0_32)",
expr=Equals(BVSub(BVOne(32), BVOne(32)), BVZero(32)),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_BV),
# Rotations
Example(hr="(((1_32 ROL 1) ROR 1) = 1_32)",
expr=Equals(BVRor(BVRol(BVOne(32), 1), 1), BVOne(32)),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_BV),
# Extensions
Example(hr="((0_5 ZEXT 11) = (0_1 SEXT 15))",
expr=Equals(BVZExt(BVZero(5), 11), BVSExt(BVZero(1), 15)),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="((bv2 - bv2) = 0_16)",
expr=Equals(BVSub(bv16, bv16), BVZero(16)),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="((bv2 - bv2)[0:7] = bv1)",
expr=Equals(BVExtract(BVSub(bv16, bv16), 0, 7), bv8),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="((bv2[0:7] bvcomp bv1) = 1_1)",
expr=Equals(BVComp(BVExtract(bv16, 0, 7), bv8), BVOne(1)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="((bv2 bvcomp bv2) = 0_1)",
expr=Equals(BVComp(bv16, bv16), BVZero(1)),
is_valid=False,
is_sat=False,
logic=pysmt.logics.QF_BV),
Example(hr="(bv2 s< bv2)",
expr=BVSLT(bv16, bv16),
is_valid=False,
is_sat=False,
logic=pysmt.logics.QF_BV),
Example(hr="(bv2 s< 0_16)",
expr=BVSLT(bv16, BVZero(16)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="((bv2 s< 0_16) | (0_16 s<= bv2))",
expr=Or(BVSGT(BVZero(16), bv16), BVSGE(bv16, BVZero(16))),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="(bv2 u< bv2)",
expr=BVULT(bv16, bv16),
is_valid=False,
is_sat=False,
logic=pysmt.logics.QF_BV),
Example(hr="(bv2 u< 0_16)",
expr=BVULT(bv16, BVZero(16)),
is_valid=False,
is_sat=False,
logic=pysmt.logics.QF_BV),
Example(hr="((bv2 | 0_16) = bv2)",
expr=Equals(BVOr(bv16, BVZero(16)), bv16),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="((bv2 & 0_16) = 0_16)",
expr=Equals(BVAnd(bv16, BVZero(16)), BVZero(16)),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="((0_16 s< bv2) & ((bv2 s/ 65535_16) s< 0_16))",
expr=And(BVSLT(BVZero(16), bv16),
BVSLT(BVSDiv(bv16, SBV(-1, 16)), BVZero(16))),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="((0_16 s< bv2) & ((bv2 s% 1_16) s< 0_16))",
expr=And(BVSLT(BVZero(16), bv16),
BVSLT(BVSRem(bv16, BVOne(16)), BVZero(16))),
is_valid=False,
is_sat=False,
logic=pysmt.logics.QF_BV),
Example(hr="((bv2 u% 1_16) = 0_16)",
expr=Equals(BVURem(bv16, BVOne(16)), BVZero(16)),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="((bv2 s% 1_16) = 0_16)",
expr=Equals(BVSRem(bv16, BVOne(16)), BVZero(16)),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="((bv2 s% (- 1_16)) = 0_16)",
expr=Equals(BVSRem(bv16, BVNeg(BVOne(16))), BVZero(16)),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="((bv2 a>> 0_16) = bv2)",
expr=Equals(BVAShr(bv16, BVZero(16)), bv16),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_BV),
Example(hr="((0_16 s<= bv2) & ((bv2 a>> 1_16) = (bv2 >> 1_16)))",
expr=And(
BVSLE(BVZero(16), bv16),
Equals(BVAShr(bv16, BVOne(16)),
BVLShr(bv16, BVOne(16)))),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_BV),
#
# Quantification
#
Example(hr="(forall y . (x -> y))",
expr=ForAll([y], Implies(x, y)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.BOOL),
Example(hr="(forall p, q . ((p + q) = 0))",
expr=ForAll([p, q], Equals(Plus(p, q), Int(0))),
is_valid=False,
is_sat=False,
logic=pysmt.logics.LIA),
Example(
hr="(forall r, s . (((0.0 < r) & (0.0 < s)) -> ((r - s) < r)))",
expr=ForAll([r, s],
Implies(And(GT(r, Real(0)), GT(s, Real(0))),
(LT(Minus(r, s), r)))),
is_valid=True,
is_sat=True,
logic=pysmt.logics.LRA),
Example(hr="(exists x, y . (x -> y))",
expr=Exists([x, y], Implies(x, y)),
is_valid=True,
is_sat=True,
logic=pysmt.logics.BOOL),
Example(hr="(exists p, q . ((p + q) = 0))",
expr=Exists([p, q], Equals(Plus(p, q), Int(0))),
is_valid=True,
is_sat=True,
logic=pysmt.logics.LIA),
Example(hr="(exists r . (forall s . (r < (r - s))))",
expr=Exists([r], ForAll([s], GT(Minus(r, s), r))),
is_valid=False,
is_sat=False,
logic=pysmt.logics.LRA),
Example(hr="(forall r . (exists s . (r < (r - s))))",
expr=ForAll([r], Exists([s], GT(Minus(r, s), r))),
is_valid=True,
is_sat=True,
logic=pysmt.logics.LRA),
Example(hr="(x & (forall r . ((r + s) = 5.0)))",
expr=And(x, ForAll([r], Equals(Plus(r, s), Real(5)))),
is_valid=False,
is_sat=False,
logic=pysmt.logics.LRA),
Example(hr="(exists x . ((x <-> (5.0 < s)) & (s < 3.0)))",
expr=Exists([x],
(And(Iff(x, GT(s, Real(5))), LT(s, Real(3))))),
is_valid=False,
is_sat=True,
logic=pysmt.logics.LRA),
#
# UFLIRA
#
Example(hr="((p < ih(r, q)) & (x -> y))",
expr=And(GT(Function(ih, (r, q)), p), Implies(x, y)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_UFLIRA),
Example(
hr=
"(((p - 3) = q) -> ((p < ih(r, (q + 3))) | (ih(r, p) <= p)))",
expr=Implies(
Equals(Minus(p, Int(3)), q),
Or(GT(Function(ih, (r, Plus(q, Int(3)))), p),
LE(Function(ih, (r, p)), p))),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_UFLIRA),
Example(
hr=
"(((ToReal((p - 3)) = r) & (ToReal(q) = r)) -> ((p < ih(ToReal((p - 3)), (q + 3))) | (ih(r, p) <= p)))",
expr=Implies(
And(Equals(ToReal(Minus(p, Int(3))), r),
Equals(ToReal(q), r)),
Or(
GT(
Function(
ih,
(ToReal(Minus(p, Int(3))), Plus(q, Int(3)))),
p), LE(Function(ih, (r, p)), p))),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_UFLIRA),
Example(
hr=
"(! (((ToReal((p - 3)) = r) & (ToReal(q) = r)) -> ((p < ih(ToReal((p - 3)), (q + 3))) | (ih(r, p) <= p))))",
expr=Not(
Implies(
And(Equals(ToReal(Minus(p, Int(3))), r),
Equals(ToReal(q), r)),
Or(
GT(
Function(ih, (ToReal(Minus(
p, Int(3))), Plus(q, Int(3)))), p),
LE(Function(ih, (r, p)), p)))),
is_valid=False,
is_sat=False,
logic=pysmt.logics.QF_UFLIRA),
Example(
hr=
"""("Did you know that any string works? #yolo" & "10" & "|#somesolverskeepthe||" & " ")""",
expr=And(Symbol("Did you know that any string works? #yolo"),
Symbol("10"), Symbol("|#somesolverskeepthe||"),
Symbol(" ")),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_BOOL),
#
# Arrays
#
Example(hr="((q = 0) -> (aii[0 := 0] = aii[0 := q]))",
expr=Implies(
Equals(q, Int(0)),
Equals(Store(aii, Int(0), Int(0)),
Store(aii, Int(0), q))),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_ALIA),
Example(hr="(aii[0 := 0][0] = 0)",
expr=Equals(Select(Store(aii, Int(0), Int(0)), Int(0)),
Int(0)),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_ALIA),
Example(hr="((Array{Int, Int}(0)[1 := 1] = aii) & (aii[1] = 0))",
expr=And(Equals(Array(INT, Int(0), {Int(1): Int(1)}), aii),
Equals(Select(aii, Int(1)), Int(0))),
is_valid=False,
is_sat=False,
logic=pysmt.logics.get_logic_by_name("QF_ALIA*")),
Example(hr="((Array{Int, Int}(0)[1 := 3] = aii) & (aii[1] = 3))",
expr=And(Equals(Array(INT, Int(0), {Int(1): Int(3)}), aii),
Equals(Select(aii, Int(1)), Int(3))),
is_valid=False,
is_sat=True,
logic=pysmt.logics.get_logic_by_name("QF_ALIA*")),
Example(hr="((Array{Real, Int}(10) = ari) & (ari[6/5] = 0))",
expr=And(Equals(Array(REAL, Int(10)), ari),
Equals(Select(ari, Real((6, 5))), Int(0))),
is_valid=False,
is_sat=False,
logic=pysmt.logics.get_logic_by_name("QF_AUFBVLIRA*")),
Example(
hr=
"((Array{Real, Int}(0)[1.0 := 10][2.0 := 20][3.0 := 30][4.0 := 40] = ari) & (! ((ari[0.0] = 0) & (ari[1.0] = 10) & (ari[2.0] = 20) & (ari[3.0] = 30) & (ari[4.0] = 40))))",
expr=And(
Equals(
Array(
REAL, Int(0), {
Real(1): Int(10),
Real(2): Int(20),
Real(3): Int(30),
Real(4): Int(40)
}), ari),
Not(
And(Equals(Select(ari, Real(0)), Int(0)),
Equals(Select(ari, Real(1)), Int(10)),
Equals(Select(ari, Real(2)), Int(20)),
Equals(Select(ari, Real(3)), Int(30)),
Equals(Select(ari, Real(4)), Int(40))))),
is_valid=False,
is_sat=False,
logic=pysmt.logics.get_logic_by_name("QF_AUFBVLIRA*")),
Example(
hr=
"((Array{Real, Int}(0)[1.0 := 10][2.0 := 20][3.0 := 30][4.0 := 40][5.0 := 50] = ari) & (! ((ari[0.0] = 0) & (ari[1.0] = 10) & (ari[2.0] = 20) & (ari[3.0] = 30) & (ari[4.0] = 40) & (ari[5.0] = 50))))",
expr=And(
Equals(
Array(
REAL, Int(0), {
Real(1): Int(10),
Real(2): Int(20),
Real(3): Int(30),
Real(4): Int(40),
Real(5): Int(50)
}), ari),
Not(
And(Equals(Select(ari, Real(0)), Int(0)),
Equals(Select(ari, Real(1)), Int(10)),
Equals(Select(ari, Real(2)), Int(20)),
Equals(Select(ari, Real(3)), Int(30)),
Equals(Select(ari, Real(4)), Int(40)),
Equals(Select(ari, Real(5)), Int(50))))),
is_valid=False,
is_sat=False,
logic=pysmt.logics.get_logic_by_name("QF_AUFBVLIRA*")),
Example(
hr=
"((a_arb_aii = Array{Array{Real, BV{8}}, Array{Int, Int}}(Array{Int, Int}(7))) -> (a_arb_aii[arb][42] = 7))",
expr=Implies(
Equals(nested_a,
Array(ArrayType(REAL, BV8), Array(INT, Int(7)))),
Equals(Select(Select(nested_a, arb), Int(42)), Int(7))),
is_valid=True,
is_sat=True,
logic=pysmt.logics.get_logic_by_name("QF_AUFBVLIRA*")),
Example(hr="(abb[bv1 := y_][bv1 := z_] = abb[bv1 := z_])",
expr=Equals(
Store(Store(abb, bv8, Symbol("y_", BV8)), bv8,
Symbol("z_", BV8)),
Store(abb, bv8, Symbol("z_", BV8))),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_ABV),
Example(hr="((r / s) = (r * s))",
expr=Equals(Div(r, s), Times(r, s)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_NRA),
Example(hr="(2.0 = (r * r))",
expr=Equals(Real(2), Times(r, r)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_NRA),
Example(hr="((p ^ 2) = 0)",
expr=Equals(Pow(p, Int(2)), Int(0)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_NIA),
Example(hr="((r ^ 2.0) = 0.0)",
expr=Equals(Pow(r, Real(2)), Real(0)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_NRA),
Example(hr="((r * r * r) = 25.0)",
expr=Equals(Times(r, r, r), Real(25)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_NRA),
Example(hr="((5.0 * r * 5.0) = 25.0)",
expr=Equals(Times(Real(5), r, Real(5)), Real(25)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_LRA),
Example(hr="((p * p * p) = 25)",
expr=Equals(Times(p, p, p), Int(25)),
is_valid=False,
is_sat=False,
logic=pysmt.logics.QF_NIA),
Example(hr="((5 * p * 5) = 25)",
expr=Equals(Times(Int(5), p, Int(5)), Int(25)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_LIA),
Example(hr="(((1 - 1) * p * 1) = 0)",
expr=Equals(Times(Minus(Int(1), Int(1)), p, Int(1)),
Int(0)),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_LIA),
# Huge Fractions:
Example(
hr=
"((r * 1606938044258990275541962092341162602522202993782792835301376/7) = -20480000000000000000000000.0)",
expr=Equals(Times(r, Real(Fraction(2**200, 7))),
Real(-200**11)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_LRA),
Example(hr="(((r + 5.0 + s) * (s + 2.0 + r)) = 0.0)",
expr=Equals(
Times(Plus(r, Real(5), s), Plus(s, Real(2), r)),
Real(0)),
is_valid=False,
is_sat=True,
logic=pysmt.logics.QF_NRA),
Example(
hr=
"(((p + 5 + q) * (p - (q - 5))) = ((p * p) + (10 * p) + 25 + (-1 * q * q)))",
expr=Equals(
Times(Plus(p, Int(5), q), Minus(p, Minus(q, Int(5)))),
Plus(Times(p, p), Times(Int(10), p), Int(25),
Times(Int(-1), q, q))),
is_valid=True,
is_sat=True,
logic=pysmt.logics.QF_NIA),
]
return result
def test_btor_does_not_support_const_arryas(self):
with self.assertRaises(ConvertExpressionError):
btor = Solver(name="btor")
btor.add_assertion(
Equals(Array(BV8, BV(0, 8)), FreshSymbol(ArrayType(BV8, BV8))))
def test_array_value_is_constant(self):
r = Symbol("r", REAL)
ax1 = Array(REAL, Real(0), {Real(1): r})
ax2 = Array(REAL, r, {Real(1): Real(2)})
ax3 = Array(REAL, Real(0), {Real(1): Real(2)})
self.assertFalse(ax1.is_constant())
self.assertFalse(ax2.is_constant())
self.assertTrue(ax3.is_constant())
with self.assertRaises(PysmtValueError):
self.assertTrue(ax3.is_constant(_type=REAL))
with self.assertRaises(PysmtValueError):
self.assertTrue(ax3.is_constant(value=Real(2)))
def test_array_value(self):
a1 = Array(INT, Int(0), {Int(12): Int(10)})
a2 = Store(Array(INT, Int(0)), Int(12), Int(10))
self.assertEqual(a1, a2.simplify())
def parse_string(self, strinput):
hts = HTS()
ts = TS()
nodemap = {}
node_covered = set([])
# list of tuples of var and cond_assign_list
# cond_assign_list is tuples of (condition, value)
# where everything is a pysmt FNode
# for btor, the condition is always True
ftrans = []
initlist = []
invarlist = []
invar_props = []
ltl_props = []
prop_count = 0
# clean string input, remove special characters from names
for sc, rep in special_char_replacements.items():
strinput = strinput.replace(sc, rep)
def getnode(nid):
node_covered.add(nid)
if int(nid) < 0:
return Ite(BV2B(nodemap[str(-int(nid))]), BV(0, 1), BV(1, 1))
return nodemap[nid]
def binary_op(bvop, bop, left, right):
if (get_type(left) == BOOL) and (get_type(right) == BOOL):
return bop(left, right)
return bvop(B2BV(left), B2BV(right))
def unary_op(bvop, bop, left):
if (get_type(left) == BOOL):
return bop(left)
return bvop(left)
for line in strinput.split(NL):
linetok = line.split()
if len(linetok) == 0:
continue
if linetok[0] == COM:
continue
(nid, ntype, *nids) = linetok
if ntype == SORT:
(stype, *attr) = nids
if stype == BITVEC:
nodemap[nid] = BVType(int(attr[0]))
node_covered.add(nid)
if stype == ARRAY:
nodemap[nid] = ArrayType(getnode(attr[0]),
getnode(attr[1]))
node_covered.add(nid)
if ntype == WRITE:
nodemap[nid] = Store(*[getnode(n) for n in nids[1:4]])
if ntype == READ:
nodemap[nid] = Select(getnode(nids[1]), getnode(nids[2]))
if ntype == ZERO:
nodemap[nid] = BV(0, getnode(nids[0]).width)
if ntype == ONE:
nodemap[nid] = BV(1, getnode(nids[0]).width)
if ntype == ONES:
width = getnode(nids[0]).width
nodemap[nid] = BV((2**width) - 1, width)
if ntype == REDOR:
width = get_type(getnode(nids[1])).width
zeros = BV(0, width)
nodemap[nid] = BVNot(BVComp(getnode(nids[1]), zeros))
if ntype == REDAND:
width = get_type(getnode(nids[1])).width
ones = BV((2**width) - 1, width)
nodemap[nid] = BVComp(getnode(nids[1]), ones)
if ntype == CONSTD:
width = getnode(nids[0]).width
nodemap[nid] = BV(int(nids[1]), width)
if ntype == CONST:
width = getnode(nids[0]).width
try:
nodemap[nid] = BV(bin_to_dec(nids[1]), width)
except ValueError:
if not all([i == 'x' or i == 'z' for i in nids[1]]):
raise RuntimeError(
"If not a valid number, only support "
"all don't cares or high-impedance but got {}".
format(nids[1]))
# create a fresh variable for this non-deterministic constant
nodemap[nid] = Symbol('const_' + nids[1], BVType(width))
ts.add_state_var(nodemap[nid])
Logger.warning(
"Creating a fresh symbol for unsupported X/Z constant %s"
% nids[1])
if ntype == STATE:
if len(nids) > 1:
nodemap[nid] = Symbol(nids[1], getnode(nids[0]))
else:
nodemap[nid] = Symbol((SN % nid), getnode(nids[0]))
ts.add_state_var(nodemap[nid])
if ntype == INPUT:
if len(nids) > 1:
nodemap[nid] = Symbol(nids[1], getnode(nids[0]))
else:
nodemap[nid] = Symbol((SN % nid), getnode(nids[0]))
ts.add_input_var(nodemap[nid])
if ntype == OUTPUT:
# unfortunately we need to create an extra symbol just to have the output name
# we could be smarter about this, but then this parser can't be greedy
original_symbol = B2BV(getnode(nids[0]))
output_symbol = Symbol(nids[1], original_symbol.get_type())
nodemap[nid] = EqualsOrIff(output_symbol, original_symbol)
invarlist.append(nodemap[nid])
node_covered.add(nid)
ts.add_output_var(output_symbol)
if ntype == AND:
nodemap[nid] = binary_op(BVAnd, And, getnode(nids[1]),
getnode(nids[2]))
if ntype == CONCAT:
nodemap[nid] = BVConcat(B2BV(getnode(nids[1])),
B2BV(getnode(nids[2])))
if ntype == XOR:
nodemap[nid] = binary_op(BVXor, Xor, getnode(nids[1]),
getnode(nids[2]))
if ntype == XNOR:
nodemap[nid] = BVNot(
binary_op(BVXor, Xor, getnode(nids[1]), getnode(nids[2])))
if ntype == NAND:
bvop = lambda x, y: BVNot(BVAnd(x, y))
bop = lambda x, y: Not(And(x, y))
nodemap[nid] = binary_op(bvop, bop, getnode(nids[1]),
getnode(nids[2]))
if ntype == IMPLIES:
nodemap[nid] = BVOr(BVNot(getnode(nids[1])), getnode(nids[2]))
if ntype == NOT:
nodemap[nid] = unary_op(BVNot, Not, getnode(nids[1]))
if ntype == NEG:
nodemap[nid] = unary_op(BVNeg, Not, getnode(nids[1]))
if ntype == UEXT:
nodemap[nid] = BVZExt(B2BV(getnode(nids[1])), int(nids[2]))
if ntype == SEXT:
nodemap[nid] = BVSExt(B2BV(getnode(nids[1])), int(nids[2]))
if ntype == OR:
nodemap[nid] = binary_op(BVOr, Or, getnode(nids[1]),
getnode(nids[2]))
if ntype == ADD:
nodemap[nid] = BVAdd(B2BV(getnode(nids[1])),
B2BV(getnode(nids[2])))
if ntype == SUB:
nodemap[nid] = BVSub(B2BV(getnode(nids[1])),
B2BV(getnode(nids[2])))
if ntype == UGT:
nodemap[nid] = BVUGT(B2BV(getnode(nids[1])),
B2BV(getnode(nids[2])))
if ntype == UGTE:
nodemap[nid] = BVUGE(B2BV(getnode(nids[1])),
B2BV(getnode(nids[2])))
if ntype == ULT:
nodemap[nid] = BVULT(B2BV(getnode(nids[1])),
B2BV(getnode(nids[2])))
if ntype == ULTE:
nodemap[nid] = BVULE(B2BV(getnode(nids[1])),
B2BV(getnode(nids[2])))
if ntype == SGT:
nodemap[nid] = BVSGT(B2BV(getnode(nids[1])),
B2BV(getnode(nids[2])))
if ntype == SGTE:
nodemap[nid] = BVSGE(B2BV(getnode(nids[1])),
B2BV(getnode(nids[2])))
if ntype == SLT:
nodemap[nid] = BVSLT(B2BV(getnode(nids[1])),
B2BV(getnode(nids[2])))
if ntype == SLTE:
nodemap[nid] = BVSLE(B2BV(getnode(nids[1])),
B2BV(getnode(nids[2])))
if ntype == EQ:
nodemap[nid] = BVComp(B2BV(getnode(nids[1])),
B2BV(getnode(nids[2])))
if ntype == NEQ:
nodemap[nid] = BVNot(BVComp(getnode(nids[1]),
getnode(nids[2])))
if ntype == MUL:
nodemap[nid] = BVMul(B2BV(getnode(nids[1])),
B2BV(getnode(nids[2])))
if ntype == SLICE:
nodemap[nid] = BVExtract(B2BV(getnode(nids[1])), int(nids[3]),
int(nids[2]))
if ntype == SLL:
nodemap[nid] = BVLShl(getnode(nids[1]), getnode(nids[2]))
if ntype == SRA:
nodemap[nid] = BVAShr(getnode(nids[1]), getnode(nids[2]))
if ntype == SRL:
nodemap[nid] = BVLShr(getnode(nids[1]), getnode(nids[2]))
if ntype == ITE:
if (get_type(getnode(nids[2])) == BOOL) or (get_type(
getnode(nids[3])) == BOOL):
nodemap[nid] = Ite(BV2B(getnode(nids[1])),
B2BV(getnode(nids[2])),
B2BV(getnode(nids[3])))
else:
nodemap[nid] = Ite(BV2B(getnode(nids[1])),
getnode(nids[2]), getnode(nids[3]))
if ntype == NEXT:
if (get_type(getnode(nids[1])) == BOOL) or (get_type(
getnode(nids[2])) == BOOL):
lval = TS.get_prime(getnode(nids[1]))
rval = B2BV(getnode(nids[2]))
else:
lval = TS.get_prime(getnode(nids[1]))
rval = getnode(nids[2])
nodemap[nid] = EqualsOrIff(lval, rval)
ftrans.append((lval, [(TRUE(), rval)]))
if ntype == INIT:
if (get_type(getnode(nids[1])) == BOOL) or (get_type(
getnode(nids[2])) == BOOL):
nodemap[nid] = EqualsOrIff(BV2B(getnode(nids[1])),
BV2B(getnode(nids[2])))
elif get_type(getnode(nids[1])).is_array_type():
_type = get_type(getnode(nids[1]))
nodemap[nid] = EqualsOrIff(
getnode(nids[1]),
Array(_type.index_type, default=getnode(nids[2])))
else:
nodemap[nid] = EqualsOrIff(getnode(nids[1]),
getnode(nids[2]))
initlist.append(getnode(nid))
if ntype == CONSTRAINT:
nodemap[nid] = BV2B(getnode(nids[0]))
invarlist.append(getnode(nid))
if ntype == BAD:
nodemap[nid] = getnode(nids[0])
if len(nids) > 1:
assert_name = nids[1]
description = "Embedded assertion: {}".format(assert_name)
else:
assert_name = 'embedded_assertion_%i' % prop_count
description = 'Embedded assertion number %i' % prop_count
prop_count += 1
# Following problem format (name, description, strformula)
invar_props.append(
(assert_name, description, Not(BV2B(getnode(nid)))))
if nid not in nodemap:
Logger.error("Unknown node type \"%s\"" % ntype)
# get wirename if it exists
if ntype not in {STATE, INPUT, OUTPUT, BAD}:
# disregard comments at the end of the line
try:
symbol_idx = nids.index(';')
symbol_idx -= 1 # the symbol should be before the comment
except:
# the symbol is just the end
symbol_idx = -1
# check for wirename, if it's an integer, then it's a node ref
try:
a = int(nids[symbol_idx])
except:
try:
name = str(nids[symbol_idx])
# use the exact name, unless it has already been used
wire = Symbol(name, getnode(nids[0]))
if wire in ts.vars:
wire = FreshSymbol(getnode(nids[0]),
template=name + "%d")
invarlist.append(EqualsOrIff(wire, B2BV(nodemap[nid])))
ts.add_var(wire)
except:
pass
if Logger.level(1):
name = lambda x: str(nodemap[x]) if nodemap[x].is_symbol() else x
uncovered = [name(x) for x in nodemap if x not in node_covered]
uncovered.sort()
if len(uncovered) > 0:
Logger.warning("Unlinked nodes \"%s\"" % ",".join(uncovered))
if not self.symbolic_init:
init = simplify(And(initlist))
else:
init = TRUE()
invar = simplify(And(invarlist))
# instead of trans, we're using the ftrans format -- see below
ts.set_behavior(init, TRUE(), invar)
# add ftrans
for var, cond_assign_list in ftrans:
ts.add_func_trans(var, cond_assign_list)
hts.add_ts(ts)
return (hts, invar_props, ltl_props)
def test_array_initialization_printing(self):
self.assertEqual(str(Array(INT, Int(0), {Int(1):Int(2)})), "Array{Int, Int}(0)[1 := 2]")
def solve_problems(self, problems_config: ProblemsManager) -> None:
general_config = problems_config.general_config
model_extension = general_config.model_extension
assume_if_true = general_config.assume_if_true
self.sparser = StringParser(general_config)
self.lparser = LTLParser()
self.coi = ConeOfInfluence()
modifier = None
if general_config.model_extension is not None:
modifier = lambda hts: ModelExtension.extend(
hts,
ModelModifiersFactory.modifier_by_name(general_config.
model_extension))
# generate main system system
hts, invar_props, ltl_props = self.parse_model(
general_config.model_files, problems_config.relative_path,
general_config, "System 1", modifier)
# Generate second models if any are necessary
for problem in problems_config.problems:
if problem.verification == VerificationType.EQUIVALENCE:
if problem.equal_to is None:
raise RuntimeError(
"No second model for equivalence "
"checking provided for problem {}".format(
problem.name))
hts2, _, _ = self.parse_model(problem.equal_to,
problems_config.relative_path,
general_config, "System 2",
modifier)
problems_config.add_second_model(problem, hts2)
# TODO : contain these types of passes in functions
# they should be registered as passes
if general_config.init is not None:
iparser = InitParser()
init_hts, inv_a, ltl_a = iparser.parse_file(
general_config.init, general_config)
assert inv_a is None and ltl_a is None, "Not expecting assertions from init state file"
# remove old inits
for ts in hts.tss:
ts.init = TRUE()
hts.combine(init_hts)
hts.single_init(rebuild=True)
# set default bit-wise initial values (0 or 1)
if general_config.default_initial_value is not None:
def_init_val = int(general_config.default_initial_value)
try:
if int(def_init_val) not in {0, 1}:
raise RuntimeError
except:
raise RuntimeError(
"Expecting 0 or 1 for default_initial_value,"
"but received {}".format(def_init_val))
def_init_ts = TS("Default initial values")
new_init = []
initialized_vars = get_free_variables(hts.single_init())
state_vars = hts.state_vars
num_def_init_vars = 0
num_state_vars = len(state_vars)
const_arr_supported = True
if hts.logic == L_ABV:
for p in problems_config.problems:
if p.solver_name not in CONST_ARRAYS_SUPPORT:
const_arr_supported = False
Logger.warning(
"Using default_initial_value with arrays, "
"but one of the selected solvers, "
"{} does not support constant arrays. "
"Any assumptions on initial array values will "
"have to be done manually".format(
problem.solver_name))
break
for sv in state_vars - initialized_vars:
if sv.get_type().is_bv_type():
width = sv.get_type().width
if int(def_init_val) == 1:
val = BV((2**width) - 1, width)
else:
val = BV(0, width)
num_def_init_vars += 1
elif sv.get_type().is_array_type() and \
sv.get_type().elem_type.is_bv_type() and \
const_arr_supported:
svtype = sv.get_type()
width = svtype.elem_type.width
if int(def_init_val) == 1:
val = BV((2**width) - 1, width)
else:
val = BV(0, width)
# create a constant array with a default value
val = Array(svtype.index_type, val)
else:
continue
def_init_ts.add_state_var(sv)
new_init.append(EqualsOrIff(sv, val))
def_init_ts.set_behavior(simplify(And(new_init)), TRUE(), TRUE())
hts.add_ts(def_init_ts)
Logger.msg(
"Set {}/{} state elements to zero "
"in initial state\n".format(num_def_init_vars, num_state_vars),
1)
problems_config.hts = hts
# TODO: Update this so that we can control whether embedded assertions are solved automatically
if not general_config.skip_embedded:
for invar_prop in invar_props:
problems_config.add_problem(
verification=VerificationType.SAFETY,
name=invar_prop[0],
description=invar_prop[1],
properties=invar_prop[2])
self.properties.append(invar_prop[2])
for ltl_prop in ltl_props:
problems_config.add_problem(verification=VerificationType.LTL,
name=invar_prop[0],
description=invar_prop[1],
properties=invar_prop[2])
self.properties.append(ltl_prop[2])
Logger.log(
"Solving with abstract_clock=%s, add_clock=%s" %
(general_config.abstract_clock, general_config.add_clock), 2)
# ensure the miter_out variable exists
miter_out = None
for problem in problems_config.problems:
if problem.name is not None:
Logger.log(
"\n*** Analyzing problem \"%s\" ***" % (problem.name), 1)
Logger.msg("Solving \"%s\" " % problem.name, 0,
not (Logger.level(1)))
# apply parametric behaviors (such as toggling the clock)
# Note: This is supposed to be *before* creating the combined system for equivalence checking
# we want this assumption to be applied to both copies of the clock
problem_hts = ParametricBehavior.apply_to_problem(
problems_config.hts, problem, general_config, self.model_info)
if problem.verification == VerificationType.EQUIVALENCE:
hts2 = problems_config.get_second_model(problem)
problem_hts, miter_out = Miter.combine_systems(
hts, hts2, problem.bmc_length,
general_config.symbolic_init, problem.properties, True)
try:
# convert the formulas to PySMT FNodes
# lemmas, assumptions and precondition always use the regular parser
lemmas, assumptions, precondition = self.convert_formulae(
[
problem.lemmas, problem.assumptions,
problem.precondition
],
parser=self.sparser,
relative_path=problems_config.relative_path)
if problem.verification != VerificationType.LTL:
parser = self.sparser
else:
parser = self.lparser
prop = None
if problem.properties is not None:
prop = self.convert_formula(
problem.properties,
relative_path=problems_config.relative_path,
parser=parser)
assert len(prop) == 1, "Properties should already have been split into " \
"multiple problems but found {} properties here".format(len(prop))
prop = prop[0]
self.properties.append(prop)
else:
if problem.verification == VerificationType.SIMULATION:
prop = TRUE()
elif (problem.verification
is not None) and (problem.verification !=
VerificationType.EQUIVALENCE):
Logger.error(
"Property not provided for problem {}".format(
problem.name))
if problem.verification == VerificationType.EQUIVALENCE:
assert miter_out is not None
# set property to be the miter output
# if user provided a different equivalence property, this has already
# been incorporated in the miter_out
prop = miter_out
# reset the miter output
miter_out = None
if precondition:
assert len(precondition
) == 1, "There should only be one precondition"
prop = Implies(precondition[0], prop)
# TODO: keep assumptions separate from the hts
# IMPORTANT: CLEAR ANY PREVIOUS ASSUMPTIONS AND LEMMAS
# This was previously done in __solve_problem and has been moved here
# during the frontend refactor in April 2019
# this is necessary because the problem hts is just a reference to the
# overall (shared) HTS
problem_hts.assumptions = None
problem_hts.lemmas = None
# Compute the Cone Of Influence
# Returns a *new* hts (not pointing to the original one anymore)
if problem.coi:
if Logger.level(2):
timer = Logger.start_timer("COI")
hts = self.coi.compute(hts, prop)
if Logger.level(2):
Logger.get_timer(timer)
if general_config.time:
timer_solve = Logger.start_timer(
"Problem %s" % problem.name, False)
status, trace, traces, region = self.__solve_problem(
problem_hts, prop, lemmas, assumptions, problem)
# set status for this problem
problems_config.set_problem_status(problem, status)
# TODO: Determine whether we need both trace and traces
assert trace is None or traces is None, "Expecting either a trace or a list of traces"
if trace is not None:
problem_traces = self.__process_trace(
hts, trace, general_config, problem)
problems_config.set_problem_traces(problem, problem_traces)
if traces is not None:
traces_to_add = []
for trace in traces:
problem_trace = self.__process_trace(
hts, trace, general_config, problem)
for pt in problem_trace:
traces_to_add.append(pt)
problems_config.set_problem_traces(problem, traces_to_add)
if problem.verification == VerificationType.PARAMETRIC:
assert region is not None
problems_config.set_problem_region(problem, region)
if status is not None:
Logger.msg(" %s\n" % status, 0, not (Logger.level(1)))
if (assume_if_true) and \
(status == VerificationStatus.TRUE) and \
(problem.assumptions == None) and \
(problem.verification == VerificationType.SAFETY):
# TODO: relax the assumption on problem.assumptions
# can still add it, just need to make it an implication
ass_ts = TS("Previous assumption from property")
if TS.has_next(prop):
ass_ts.trans = prop
else:
ass_ts.invar = prop
# add assumptions to main system
problem_hts.reset_formulae()
problem_hts.add_ts(ass_ts)
if general_config.time:
problems_config.set_problem_time(
problem, Logger.get_timer(timer_solve, False))
except KeyboardInterrupt as e:
Logger.msg("\b\b Skipped!\n", 0)