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cvc4.py
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cvc4.py
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#
# This file is part of pySMT.
#
# Copyright 2014 Andrea Micheli and Marco Gario
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
from __future__ import absolute_import
from six.moves import xrange
from pysmt.exceptions import SolverAPINotFound
try:
import CVC4
except ImportError:
raise SolverAPINotFound
import pysmt.typing as types
from pysmt.logics import PYSMT_LOGICS, ARRAYS_CONST_LOGICS
from pysmt.solvers.solver import Solver, Converter, SolverOptions
from pysmt.exceptions import (SolverReturnedUnknownResultError,
InternalSolverError,
NonLinearError, PysmtValueError,
PysmtTypeError)
from pysmt.walkers import DagWalker
from pysmt.solvers.smtlib import SmtLibBasicSolver, SmtLibIgnoreMixin
from pysmt.solvers.eager import EagerModel
from pysmt.decorators import catch_conversion_error
from pysmt.constants import Fraction, is_pysmt_integer, to_python_integer
class CVC4Options(SolverOptions):
def __init__(self, **base_options):
SolverOptions.__init__(self, **base_options)
# TODO: CVC4 Supports UnsatCore extraction
# but we did not wrapped it yet. (See #349)
if self.unsat_cores_mode is not None:
raise PysmtValueError("'unsat_cores_mode' option not supported.")
@staticmethod
def _set_option(cvc4, name, value):
try:
cvc4.setOption(name, CVC4.SExpr(value))
except:
raise PysmtValueError("Error setting the option '%s=%s'" % (name,value))
def __call__(self, solver):
self._set_option(solver.cvc4,
"produce-models", str(self.generate_models).lower())
self._set_option(solver.cvc4,
"incremental", str(self.incremental).lower())
if self.random_seed is not None:
self._set_option(solver.cvc4,
"random-seed", str(self.random_seed))
for k,v in self.solver_options.items():
self._set_option(solver.cvc4, str(k), str(v))
# EOC CVC4Options
class CVC4Solver(Solver, SmtLibBasicSolver, SmtLibIgnoreMixin):
LOGICS = PYSMT_LOGICS - ARRAYS_CONST_LOGICS -\
set(l for l in PYSMT_LOGICS if not l.theory.linear)
OptionsClass = CVC4Options
def __init__(self, environment, logic, **options):
Solver.__init__(self,
environment=environment,
logic=logic,
**options)
self.em = CVC4.ExprManager()
self.cvc4 = None
self.declarations = None
self.logic_name = str(logic)
if "t" in self.logic_name:
# Custom Type extension
self.logic_name = self.logic_name.replace("t","")
if self.logic_name == "QF_BOOL":
self.logic_name = "QF_LRA"
elif self.logic_name == "BOOL":
self.logic_name = "LRA"
self.reset_assertions()
self.converter = CVC4Converter(environment, cvc4_exprMgr=self.em)
return
def reset_assertions(self):
del self.cvc4
# CVC4's SWIG interface is not acquiring ownership of the
# SmtEngine object. Forcing it here.
self.cvc4 = CVC4.SmtEngine(self.em); self.cvc4.thisown=1
self.options(self)
self.declarations = set()
self.cvc4.setLogic(self.logic_name)
def declare_variable(self, var):
raise NotImplementedError
def add_assertion(self, formula, named=None):
self._assert_is_boolean(formula)
term = self.converter.convert(formula)
self.cvc4.assertFormula(term)
return
def get_model(self):
assignment = {}
for s in self.environment.formula_manager.get_all_symbols():
if s.is_term():
if s.symbol_type().is_custom_type(): continue
v = self.get_value(s)
assignment[s] = v
return EagerModel(assignment=assignment, environment=self.environment)
def solve(self, assumptions=None):
if assumptions is not None:
conj_assumptions = self.environment.formula_manager.And(assumptions)
cvc4_assumption = self.converter.convert(conj_assumptions)
res = self.cvc4.checkSat(cvc4_assumption)
else:
try:
res = self.cvc4.checkSat()
except:
raise InternalSolverError()
# Convert returned type
res_type = res.isSat()
if res_type == CVC4.Result.SAT_UNKNOWN:
raise SolverReturnedUnknownResultError()
else:
return res_type == CVC4.Result.SAT
return
def push(self, levels=1):
if not self.options.incremental:
# The exceptions from CVC4 are not raised correctly
# (probably due to the wrapper)
# Therefore, we need to check that we can actually do a push
raise NotImplementedError("The solver is not incremental")
for _ in xrange(levels):
self.cvc4.push()
return
def pop(self, levels=1):
for _ in xrange(levels):
self.cvc4.pop()
return
def print_model(self, name_filter=None):
if name_filter is None:
var_set = self.declarations
else:
var_set = (var for var in self.declarations\
if name_filter(var))
for var in var_set:
print("%s = %s", (var.symbol_name(), self.get_value(var)))
return
def get_value(self, item):
self._assert_no_function_type(item)
term = self.converter.convert(item)
cvc4_res = self.cvc4.getValue(term)
res = self.converter.back(cvc4_res)
if self.environment.stc.get_type(item).is_real_type() and \
self.environment.stc.get_type(res).is_int_type():
res = self.environment.formula_manager.Real(Fraction(res.constant_value(), 1))
return res
def _exit(self):
del self.cvc4
class CVC4Converter(Converter, DagWalker):
def __init__(self, environment, cvc4_exprMgr):
DagWalker.__init__(self, environment)
self.cvc4_exprMgr = cvc4_exprMgr
self.mkExpr = cvc4_exprMgr.mkExpr
self.mkConst = cvc4_exprMgr.mkConst
self.mkVar = cvc4_exprMgr.mkVar
self.realType = cvc4_exprMgr.realType()
self.intType = cvc4_exprMgr.integerType()
self.boolType = cvc4_exprMgr.booleanType()
self.declared_vars = {}
self.backconversion = {}
self.mgr = environment.formula_manager
self._get_type = environment.stc.get_type
return
def declare_variable(self, var):
if not var.is_symbol():
raise PysmtTypeError("Trying to declare as a variable something "
"that is not a symbol: %s" % var)
if var.symbol_name() not in self.declared_vars:
cvc4_type = self._type_to_cvc4(var.symbol_type())
decl = self.mkVar(var.symbol_name(), cvc4_type)
self.declared_vars[var] = decl
def back(self, expr):
res = None
if expr.isConst():
if expr.getType().isBoolean():
v = expr.getConstBoolean()
res = self.mgr.Bool(v)
elif expr.getType().isInteger():
v = expr.getConstRational().toString()
res = self.mgr.Int(int(v))
elif expr.getType().isReal():
v = expr.getConstRational().toString()
res = self.mgr.Real(Fraction(v))
elif expr.getType().isBitVector():
bv = expr.getConstBitVector()
v = bv.getValue().toString()
width = bv.getSize()
res = self.mgr.BV(int(v), width)
elif expr.getType().isArray():
const_ = expr.getConstArrayStoreAll()
array_type = self._cvc4_type_to_type(const_.getType())
base_value = self.back(const_.getExpr())
res = self.mgr.Array(array_type.index_type,
base_value)
else:
raise PysmtTypeError("Unsupported constant type:",
expr.getType().toString())
else:
raise PysmtTypeError("Unsupported expression:", expr.toString())
return res
@catch_conversion_error
def convert(self, formula):
return self.walk(formula)
def walk_and(self, formula, args, **kwargs):
return self.mkExpr(CVC4.AND, args)
def walk_or(self, formula, args, **kwargs):
return self.mkExpr(CVC4.OR, args)
def walk_not(self, formula, args, **kwargs):
return self.mkExpr(CVC4.NOT, args[0])
def walk_symbol(self, formula, args, **kwargs):
#pylint: disable=unused-argument
if formula not in self.declared_vars:
self.declare_variable(formula)
return self.declared_vars[formula]
def walk_iff(self, formula, args, **kwargs):
return self.mkExpr(CVC4.EQUAL, args[0], args[1])
def walk_implies(self, formula, args, **kwargs):
return self.mkExpr(CVC4.IMPLIES, args[0], args[1])
def walk_le(self, formula, args, **kwargs):
return self.mkExpr(CVC4.LEQ, args[0], args[1])
def walk_lt(self, formula, args, **kwargs):
return self.mkExpr(CVC4.LT, args[0], args[1])
def walk_ite(self, formula, args, **kwargs):
return self.mkExpr(CVC4.ITE, args[0], args[1], args[2])
def walk_real_constant(self, formula, **kwargs):
frac = formula.constant_value()
n,d = frac.numerator, frac.denominator
rep = str(n) + "/" + str(d)
return self.mkConst(CVC4.Rational(rep))
def walk_int_constant(self, formula, **kwargs):
assert is_pysmt_integer(formula.constant_value())
rep = str(formula.constant_value())
return self.mkConst(CVC4.Rational(rep))
def walk_bool_constant(self, formula, **kwargs):
return self.cvc4_exprMgr.mkBoolConst(formula.constant_value())
def walk_exists(self, formula, args, **kwargs):
(bound_formula, var_list) = \
self._rename_bound_variables(args[0], formula.quantifier_vars())
bound_vars_list = self.mkExpr(CVC4.BOUND_VAR_LIST, var_list)
return self.mkExpr(CVC4.EXISTS,
bound_vars_list,
bound_formula)
def walk_forall(self, formula, args, **kwargs):
(bound_formula, var_list) = \
self._rename_bound_variables(args[0], formula.quantifier_vars())
bound_vars_list = self.mkExpr(CVC4.BOUND_VAR_LIST, var_list)
return self.mkExpr(CVC4.FORALL,
bound_vars_list,
bound_formula)
def walk_plus(self, formula, args, **kwargs):
res = self.mkExpr(CVC4.PLUS, args)
return res
def walk_array_store(self, formula, args, **kwargs):
return self.mkExpr(CVC4.STORE, args[0], args[1], args[2])
def walk_array_select(self, formula, args, **kwargs):
return self.mkExpr(CVC4.SELECT, args[0], args[1])
def walk_minus(self, formula, args, **kwargs):
return self.mkExpr(CVC4.MINUS, args[0], args[1])
def walk_equals(self, formula, args, **kwargs):
return self.mkExpr(CVC4.EQUAL, args[0], args[1])
def walk_times(self, formula, args, **kwargs):
if sum(1 for x in formula.args() if x.get_free_variables()) > 1:
raise NonLinearError(formula)
res = args[0]
for x in args[1:]:
res = self.mkExpr(CVC4.MULT, res, x)
return res
def walk_toreal(self, formula, args, **kwargs):
return self.mkExpr(CVC4.TO_REAL, args[0])
def walk_function(self, formula, args, **kwargs):
name = formula.function_name()
if name not in self.declared_vars:
self.declare_variable(name)
decl = self.declared_vars[name]
return self.mkExpr(CVC4.APPLY_UF, decl, args)
def walk_bv_constant(self, formula, **kwargs):
vrepr = str(formula.constant_value())
width = formula.bv_width()
return self.mkConst(CVC4.BitVector(width, CVC4.Integer(vrepr)))
def walk_bv_ult(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_ULT, args[0], args[1])
def walk_bv_ule(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_ULE, args[0], args[1])
def walk_bv_concat(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_CONCAT, args[0], args[1])
def walk_bv_extract(self, formula, args, **kwargs):
ext = self.mkConst(CVC4.BitVectorExtract(formula.bv_extract_end(),
formula.bv_extract_start()))
return self.mkExpr(CVC4.BITVECTOR_EXTRACT, ext, args[0])
def walk_bv_or(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_OR, args[0], args[1])
def walk_bv_not(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_NOT, args[0])
def walk_bv_and(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_AND, args[0], args[1])
def walk_bv_xor(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_XOR, args[0], args[1])
def walk_bv_add(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_PLUS, args[0], args[1])
def walk_bv_sub(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_SUB, args[0], args[1])
def walk_bv_neg(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_NEG, args[0])
def walk_bv_mul(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_MULT, args[0], args[1])
def walk_bv_tonatural(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_TO_NAT, args[0])
def walk_bv_udiv(self, formula, args, **kwargs):
# Force deterministic semantics of division by 0
# If the denominator is bv0, then the result is ~0
n,d = args
if d.isConst():
bv = d.getConstBitVector()
v = bv.getValue().toString()
if v == "0":
return self.mkExpr(CVC4.BITVECTOR_NOT, d)
else:
return self.mkExpr(CVC4.BITVECTOR_UDIV, n, d)
else:
# (d == 0) ? ~0 : n bvudiv d
base = self.mkExpr(CVC4.BITVECTOR_UDIV, n, d)
zero = self.mkConst(CVC4.BitVector(formula.bv_width(),
CVC4.Integer("0")))
notzero = self.mkExpr(CVC4.BITVECTOR_NOT, zero)
test = self.mkExpr(CVC4.EQUAL, d, zero)
return self.mkExpr(CVC4.ITE, test, notzero, base)
def walk_bv_urem(self, formula, args, **kwargs):
# Force deterministic semantics of reminder by 0
# If the denominator is bv0, then the result is the numerator
n,d = args
if d.isConst():
bv = d.getConstBitVector()
v = bv.getValue().toString()
if v == "0":
return n
else:
return self.mkExpr(CVC4.BITVECTOR_UREM, n, d)
else:
# (d == 0) ? n : n bvurem d
base = self.mkExpr(CVC4.BITVECTOR_UREM, n, d)
zero = self.mkConst(CVC4.BitVector(formula.bv_width(),
CVC4.Integer("0")))
test = self.mkExpr(CVC4.EQUAL, d, zero)
return self.mkExpr(CVC4.ITE, test, n, base)
def walk_bv_lshl(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_SHL, args[0], args[1])
def walk_bv_lshr(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_LSHR, args[0], args[1])
def walk_bv_rol(self, formula, args, **kwargs):
ext = self.mkConst(CVC4.BitVectorRotateLeft(formula.bv_rotation_step()))
return self.mkExpr(CVC4.BITVECTOR_ROTATE_LEFT, ext, args[0])
def walk_bv_ror(self, formula, args, **kwargs):
ext = self.mkConst(CVC4.BitVectorRotateRight(formula.bv_rotation_step()))
return self.mkExpr(CVC4.BITVECTOR_ROTATE_RIGHT, ext, args[0])
def walk_bv_zext(self, formula, args, **kwargs):
ext = self.mkConst(CVC4.BitVectorZeroExtend(formula.bv_extend_step()))
return self.mkExpr(CVC4.BITVECTOR_ZERO_EXTEND, ext, args[0])
def walk_bv_sext (self, formula, args, **kwargs):
ext = self.mkConst(CVC4.BitVectorSignExtend(formula.bv_extend_step()))
return self.mkExpr(CVC4.BITVECTOR_SIGN_EXTEND, ext, args[0])
def walk_bv_slt(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_SLT, args[0], args[1])
def walk_bv_sle(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_SLE, args[0], args[1])
def walk_bv_comp(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_COMP, args[0], args[1])
def walk_bv_sdiv(self, formula, args, **kwargs):
# Force deterministic semantics of division by 0
# If the denominator is bv0, then the result is:
# * ~0 (if the numerator is signed >= 0)
# * 1 (if the numerator is signed < 0)
n,d = args
# sign_expr : ( 0 s<= n ) ? ~0 : 1 )
zero = self.mkConst(CVC4.BitVector(formula.bv_width(),
CVC4.Integer("0")))
notzero = self.mkExpr(CVC4.BITVECTOR_NOT, zero)
one = self.mkConst(CVC4.BitVector(formula.bv_width(),
CVC4.Integer("1")))
is_gt_zero = self.mkExpr(CVC4.BITVECTOR_SLE, zero, n)
sign_expr = self.mkExpr(CVC4.ITE, is_gt_zero, notzero, one)
base = self.mkExpr(CVC4.BITVECTOR_SDIV, n, d)
if d.isConst():
v = d.getConstBitVector().getValue().toString()
if v == "0":
return sign_expr
else:
return base
else:
# (d == 0) ? sign_expr : base
is_zero = self.mkExpr(CVC4.EQUAL, d, zero)
return self.mkExpr(CVC4.ITE, is_zero, sign_expr, base)
def walk_bv_srem(self, formula, args, **kwargs):
# Force deterministic semantics of reminder by 0
# If the denominator is bv0, then the result is the numerator
n,d = args
if d.isConst():
v = d.getConstBitVector().getValue().toString()
if v == "0":
return n
else:
return self.mkExpr(CVC4.BITVECTOR_SREM, n, d)
else:
# (d == 0) ? n : n bvurem d
base = self.mkExpr(CVC4.BITVECTOR_SREM, n, d)
zero = self.mkConst(CVC4.BitVector(formula.bv_width(),
CVC4.Integer("0")))
test = self.mkExpr(CVC4.EQUAL, d, zero)
return self.mkExpr(CVC4.ITE, test, n, base)
def walk_bv_ashr(self, formula, args, **kwargs):
return self.mkExpr(CVC4.BITVECTOR_ASHR, args[0], args[1])
def _type_to_cvc4(self, tp):
if tp.is_bool_type():
return self.boolType
elif tp.is_real_type():
return self.realType
elif tp.is_int_type():
return self.intType
elif tp.is_function_type():
stps = [self._type_to_cvc4(x) for x in tp.param_types]
rtp = self._type_to_cvc4(tp.return_type)
return self.cvc4_exprMgr.mkFunctionType(stps, rtp)
elif tp.is_array_type():
# Recursively convert the types of index and elem
idx_cvc_type = self._type_to_cvc4(tp.index_type)
elem_cvc_type = self._type_to_cvc4(tp.elem_type)
return self.cvc4_exprMgr.mkArrayType(idx_cvc_type, elem_cvc_type)
elif tp.is_bv_type():
return self.cvc4_exprMgr.mkBitVectorType(tp.width)
elif tp.is_custom_type():
return self.cvc4_exprMgr.mkSort(str(tp))
else:
raise NotImplementedError("Unsupported type: %s" %tp)
def _cvc4_type_to_type(self, type_):
if type_.isBoolean():
return types.BOOL
elif type_.isInteger():
return types.INT
elif type_.isReal():
return types.REAL
elif type_.isArray():
# Casting Type into ArrayType
type_ = CVC4.ArrayType(type_)
# Recursively convert the types of index and elem
idx_type = self._cvc4_type_to_type(type_.getIndexType())
elem_type = self._cvc4_type_to_type(type_.getConstituentType())
return types.ArrayType(idx_type, elem_type)
elif type_.isBitVector():
# Casting Type into BitVectorType
type_ = CVC4.BitVectorType(type_)
return types.BVType(type_.getSize())
elif type_.isFunction():
# Casting Type into FunctionType
type_ = CVC4.FunctionType(type_)
return_type = type_.getRangeType()
param_types = tuple(self._cvc4_type_to_type(ty) for ty in type_.getArgTypes())
return types.FunctionType(return_type, param_types)
else:
raise NotImplementedError("Unsupported type: %s" % type_)
def _rename_bound_variables(self, formula, variables):
"""Bounds the variables in formula.
Returns a tuple (new_formula, new_var_list) in which the old
variables have been replaced by the new variables in the list.
"""
mkBoundVar = self.cvc4_exprMgr.mkBoundVar
new_var_list = [mkBoundVar(x.symbol_name(),
self._type_to_cvc4(x.symbol_type())) \
for x in variables]
old_var_list = [self.walk_symbol(x, []) for x in variables]
new_formula = formula.substitute(old_var_list, new_var_list)
return (new_formula, new_var_list)