/*++ Copyright (c) 2012 Microsoft Corporation Module Name: goal2nlsat.cpp Abstract: "Compile" a goal into the nonlinear arithmetic engine. Non-arithmetic atoms are "abstracted" into boolean variables. Non-supported terms are "abstracted" into variables. The mappings can be used to convert back the state of the engine into a goal. Author: Leonardo (leonardo) 2012-01-02 Notes: --*/ #include "nlsat/tactic/goal2nlsat.h" #include "tactic/goal.h" #include "tactic/goal_util.h" #include "nlsat/nlsat_solver.h" #include "ast/expr2polynomial.h" #include "ast/expr2var.h" #include "ast/arith_decl_plugin.h" #include "tactic/tactic.h" #include "ast/ast_pp.h" #include "math/polynomial/polynomial.h" #include "math/polynomial/algebraic_numbers.h" struct goal2nlsat::imp { struct nlsat_expr2polynomial : public expr2polynomial { nlsat::solver & m_solver; nlsat_expr2polynomial(nlsat::solver & s, ast_manager & m, polynomial::manager & pm, expr2var * e2v): expr2polynomial(m, pm, e2v), m_solver(s) { } bool is_int(polynomial::var x) const override { return m_solver.is_int(x); } polynomial::var mk_var(bool is_int) override { return m_solver.mk_var(is_int); } }; ast_manager & m; nlsat::solver & m_solver; polynomial::manager & m_pm; unsynch_mpq_manager & m_qm; arith_util m_util; expr2var & m_a2b; expr2var & m_t2x; nlsat_expr2polynomial m_expr2poly; polynomial::factor_params m_fparams; unsigned long long m_max_memory; bool m_factor; imp(ast_manager & _m, params_ref const & p, nlsat::solver & s, expr2var & a2b, expr2var & t2x): m(_m), m_solver(s), m_pm(s.pm()), m_qm(s.qm()), m_util(m), m_a2b(a2b), m_t2x(t2x), m_expr2poly(m_solver, m, m_solver.pm(), &m_t2x) { updt_params(p); } void updt_params(params_ref const & p) { m_max_memory = megabytes_to_bytes(p.get_uint("max_memory", UINT_MAX)); m_factor = p.get_bool("factor", true); m_fparams.updt_params(p); } nlsat::atom::kind flip(nlsat::atom::kind k) { switch (k) { case nlsat::atom::EQ: return k; case nlsat::atom::LT: return nlsat::atom::GT; case nlsat::atom::GT: return nlsat::atom::LT; default: UNREACHABLE(); return k; } } nlsat::bool_var factor_atom(polynomial::polynomial * p, nlsat::atom::kind k) { sbuffer is_even; ptr_buffer ps; polynomial::factors fs(m_pm); m_pm.factor(p, fs, m_fparams); TRACE("goal2nlsat_bug", tout << "factors:\n" << fs << "\n";); SASSERT(fs.distinct_factors() > 0); for (unsigned i = 0; i < fs.distinct_factors(); i++) { ps.push_back(fs[i]); is_even.push_back(fs.get_degree(i) % 2 == 0); } if (m_qm.is_neg(fs.get_constant())) k = flip(k); return m_solver.mk_ineq_atom(k, ps.size(), ps.c_ptr(), is_even.c_ptr()); } nlsat::literal process_atom(app * f, nlsat::atom::kind k) { SASSERT(f->get_num_args() == 2); expr * lhs = f->get_arg(0); expr * rhs = f->get_arg(1); polynomial_ref p1(m_pm); polynomial_ref p2(m_pm); scoped_mpz d1(m_qm); scoped_mpz d2(m_qm); m_expr2poly.to_polynomial(lhs, p1, d1); m_expr2poly.to_polynomial(rhs, p2, d2); scoped_mpz lcm(m_qm); m_qm.lcm(d1, d2, lcm); m_qm.div(lcm, d1, d1); m_qm.div(lcm, d2, d2); m_qm.neg(d2); polynomial_ref p(m_pm); p = m_pm.addmul(d1, m_pm.mk_unit(), p1, d2, m_pm.mk_unit(), p2); TRACE("goal2nlsat_bug", tout << mk_pp(f, m) << " p: " << p << "\nk: " << k << "\n";); if (is_const(p)) { int sign; if (is_zero(p)) sign = 0; else sign = m_qm.is_pos(m_pm.coeff(p, 0)) ? 1 : -1; switch (k) { case nlsat::atom::EQ: return sign == 0 ? nlsat::true_literal : nlsat::false_literal; case nlsat::atom::LT: return sign < 0 ? nlsat::true_literal : nlsat::false_literal; case nlsat::atom::GT: return sign > 0 ? nlsat::true_literal : nlsat::false_literal; default: UNREACHABLE(); return nlsat::true_literal; } } if (m_factor) { return nlsat::literal(factor_atom(p, k), false); } else { bool is_even = false; polynomial::polynomial * _p = p.get(); return nlsat::literal(m_solver.mk_ineq_atom(k, 1, &_p, &is_even), false); } } nlsat::literal process_eq(app * f) { return process_atom(f, nlsat::atom::EQ); } nlsat::literal process_le(app * f) { return ~process_atom(f, nlsat::atom::GT); } nlsat::literal process_ge(app * f) { return ~process_atom(f, nlsat::atom::LT); } // everything else is compiled as a boolean variable nlsat::bool_var process_bvar(expr * f) { if (m_a2b.is_var(f)) { return static_cast(m_a2b.to_var(f)); } else { nlsat::bool_var b = m_solver.mk_bool_var(); m_a2b.insert(f, b); return b; } } nlsat::literal process_atom(expr * f) { if (m.is_eq(f)) { if (m_util.is_int_real(to_app(f)->get_arg(0))) return process_eq(to_app(f)); else return nlsat::literal(process_bvar(f), false); } else if (m_util.is_le(f)) { return process_le(to_app(f)); } else if (m_util.is_ge(f)) { return process_ge(to_app(f)); } else if (is_app(f)) { if (to_app(f)->get_family_id() == m.get_basic_family_id()) { switch (to_app(f)->get_decl_kind()) { case OP_TRUE: case OP_FALSE: TRACE("goal2nlsat", tout << "f: " << mk_pp(f, m) << "\n";); throw tactic_exception("apply simplify before applying nlsat"); case OP_AND: case OP_OR: case OP_XOR: case OP_NOT: case OP_IMPLIES: throw tactic_exception("convert goal into cnf before applying nlsat"); case OP_DISTINCT: throw tactic_exception("eliminate distinct operator (use tactic '(using-params simplify :blast-distinct true)') before applying nlsat"); default: UNREACHABLE(); return nlsat::literal(nlsat::null_bool_var, false); } } else if (to_app(f)->get_family_id() == m_util.get_family_id()) { throw tactic_exception("apply purify-arith before applying nlsat"); } else { return nlsat::literal(process_bvar(f), false); } } else { SASSERT(is_quantifier(f)); return nlsat::literal(process_bvar(f), false); } } nlsat::literal process_literal(expr * f) { bool neg = false; while (m.is_not(f, f)) neg = !neg; nlsat::literal l = process_atom(f); if (neg) l.neg(); return l; } void process(expr * f, expr_dependency * dep) { unsigned num_lits; expr * const * lits; if (m.is_or(f)) { num_lits = to_app(f)->get_num_args(); lits = to_app(f)->get_args(); } else { num_lits = 1; lits = &f; } sbuffer ls; for (unsigned i = 0; i < num_lits; i++) { ls.push_back(process_literal(lits[i])); } m_solver.mk_clause(ls.size(), ls.c_ptr(), dep); } void operator()(goal const & g) { if (has_term_ite(g)) throw tactic_exception("eliminate term-ite before applying nlsat"); unsigned sz = g.size(); for (unsigned i = 0; i < sz; i++) { process(g.form(i), g.dep(i)); } } }; struct goal2nlsat::scoped_set_imp { goal2nlsat & m_owner; scoped_set_imp(goal2nlsat & o, imp & i):m_owner(o) { m_owner.m_imp = &i; } ~scoped_set_imp() { m_owner.m_imp = nullptr; } }; goal2nlsat::goal2nlsat() { m_imp = nullptr; } goal2nlsat::~goal2nlsat() { SASSERT(m_imp == 0); } void goal2nlsat::collect_param_descrs(param_descrs & r) { insert_max_memory(r); r.insert("factor", CPK_BOOL, "(default: true) factor polynomials."); polynomial::factor_params::get_param_descrs(r); } void goal2nlsat::operator()(goal const & g, params_ref const & p, nlsat::solver & s, expr2var & a2b, expr2var & t2x) { imp local_imp(g.m(), p, s, a2b, t2x); scoped_set_imp setter(*this, local_imp); local_imp(g); } struct nlsat2goal::imp { ast_manager& m; arith_util a; u_map const* m_x2t; public: imp(ast_manager& m):m(m),a(m) {} expr_ref operator()(nlsat::solver& s, u_map const& b2a, u_map const& x2t, nlsat::literal l) { m_x2t = &x2t; expr_ref result(m); expr* t; if (b2a.find(l.var(), t)) { result = t; } else { nlsat::atom const* at = s.bool_var2atom(l.var()); SASSERT(at != 0); if (at->is_ineq_atom()) { nlsat::ineq_atom const* ia = to_ineq_atom(at); unsigned sz = ia->size(); expr_ref_vector ps(m); bool is_int = true; for (unsigned i = 0; is_int && i < sz; ++i) { is_int = poly_is_int(ia->p(i)); } for (unsigned i = 0; i < sz; ++i) { polynomial::polynomial* p = ia->p(i); expr_ref t = poly2expr(s, p, is_int); if (ia->is_even(i)) { t = a.mk_power(t, a.mk_numeral(rational(2), a.is_int(t))); } ps.push_back(t); } result = a.mk_mul_simplify(ps); expr_ref zero(m); zero = a.mk_numeral(rational(0), a.is_int(result)); switch (ia->get_kind()) { case nlsat::atom::EQ: result = m.mk_eq(result, zero); break; case nlsat::atom::LT: if (l.sign()) { l.neg(); result = a.mk_ge(result, zero); } else { result = a.mk_lt(result, zero); } break; case nlsat::atom::GT: if (l.sign()) { l.neg(); result = a.mk_le(result, zero); } else { result = a.mk_gt(result, zero); } break; default: UNREACHABLE(); } } else { //nlsat::root_atom const* ra = nlsat::to_root_atom(at); //ra->i(); //expr_ref p = poly2expr(s, ra->p()); //expr* x = m_x2t->find(ra->x()); std::ostringstream strm; s.display(strm, l.sign()?~l:l); result = m.mk_const(symbol(strm.str().c_str()), m.mk_bool_sort()); } } if (l.sign()) { result = m.mk_not(result); } return result; } expr_ref poly2expr(nlsat::solver& s, polynomial::polynomial* p, bool is_int) { expr_ref result(m); unsigned sz = polynomial::manager::size(p); expr_ref_vector args(m); for (unsigned i = 0; i < sz; ++i) { args.push_back(mono2expr(s, polynomial::manager::coeff(p, i), polynomial::manager::get_monomial(p, i), is_int)); } result = a.mk_add_simplify(args); return result; } expr_ref mono2expr(nlsat::solver& s, polynomial::numeral const& c, polynomial::monomial* mon, bool is_int) { expr_ref result(m); expr_ref_vector args(m); unsigned sz = polynomial::manager::size(mon); for (unsigned i = 0; i < sz; ++i) { unsigned d = polynomial::manager::degree(mon, i); expr* t = m_x2t->find(polynomial::manager::get_var(mon, i)); SASSERT(d >= 1); if (d == 1) { args.push_back(t); } else { args.push_back(a.mk_power(t, a.mk_numeral(rational(d), a.is_int(t)))); } } if (!s.pm().m().is_one(c)) { args.push_back(a.mk_numeral(c, is_int)); } result = a.mk_mul_simplify(args); return result; } bool poly_is_int(polynomial::polynomial* p) { bool is_int = true; unsigned sz = polynomial::manager::size(p); for (unsigned i = 0; is_int && i < sz; ++i) { is_int = mono_is_int(polynomial::manager::get_monomial(p, i)); } return is_int; } bool mono_is_int(polynomial::monomial* mon) { bool is_int = true; unsigned sz = polynomial::manager::size(mon); for (unsigned i = 0; is_int && i < sz; ++i) { is_int = a.is_int(m_x2t->find(polynomial::manager::get_var(mon, i))); } return is_int; } }; nlsat2goal::nlsat2goal(ast_manager& m) { m_imp = alloc(imp, m); } nlsat2goal::~nlsat2goal() { dealloc(m_imp); } expr_ref nlsat2goal::operator()(nlsat::solver& s, u_map const& b2a, u_map const& x2t, nlsat::literal l) { return (*m_imp)(s, b2a, x2t, l); }