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z3/src/qe/qe_mbp.cpp
Nikolaj Bjorner 68c7d64d00 adding model-based opt facility
Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>
2016-04-27 11:18:20 -07:00

427 lines
14 KiB
C++

/*++
Copyright (c) 2015 Microsoft Corporation
Module Name:
qe_mbp.cpp
Abstract:
Model-based projection utilities
Author:
Nikolaj Bjorner (nbjorner) 2015-5-29
Revision History:
--*/
#include "qe_mbp.h"
#include "qe_arith.h"
#include "qe_arrays.h"
#include "qe_datatypes.h"
#include "expr_safe_replace.h"
#include "ast_pp.h"
#include "ast_util.h"
#include "th_rewriter.h"
#include "model_v2_pp.h"
#include "expr_functors.h"
using namespace qe;
/**
\brief return two terms that are equal in the model.
The distinct term t is false in model, so there
are at least two arguments of t that are equal in the model.
*/
expr_ref project_plugin::pick_equality(ast_manager& m, model& model, expr* t) {
SASSERT(m.is_distinct(t));
expr_ref val(m);
expr_ref_vector vals(m);
obj_map<expr, expr*> val2expr;
app* alit = to_app(t);
for (unsigned i = 0; i < alit->get_num_args(); ++i) {
expr* e1 = alit->get_arg(i), *e2;
VERIFY(model.eval(e1, val));
if (val2expr.find(val, e2)) {
return expr_ref(m.mk_eq(e1, e2), m);
}
val2expr.insert(val, e1);
vals.push_back(val);
}
UNREACHABLE();
return expr_ref(0, m);
}
void project_plugin::partition_values(model& model, expr_ref_vector const& vals, expr_ref_vector& lits) {
ast_manager& m = vals.get_manager();
expr_ref val(m);
expr_ref_vector trail(m), reps(m);
obj_map<expr, expr*> roots;
for (unsigned i = 0; i < vals.size(); ++i) {
expr* v = vals[i], *root;
VERIFY (model.eval(v, val));
if (roots.find(val, root)) {
lits.push_back(m.mk_eq(v, root));
}
else {
roots.insert(val, v);
trail.push_back(val);
reps.push_back(v);
}
}
if (reps.size() > 1) {
lits.push_back(mk_distinct(reps));
}
}
void project_plugin::partition_args(model& model, app_ref_vector const& selects, expr_ref_vector& lits) {
ast_manager& m = selects.get_manager();
if (selects.empty()) return;
unsigned num_args = selects[0]->get_decl()->get_arity();
for (unsigned j = 1; j < num_args; ++j) {
expr_ref_vector args(m);
for (unsigned i = 0; i < selects.size(); ++i) {
args.push_back(selects[i]->get_arg(j));
}
project_plugin::partition_values(model, args, lits);
}
}
void project_plugin::erase(expr_ref_vector& lits, unsigned& i) {
lits[i] = lits.back();
lits.pop_back();
--i;
}
void project_plugin::push_back(expr_ref_vector& lits, expr* e) {
if (lits.get_manager().is_true(e)) return;
lits.push_back(e);
}
class mbp::impl {
ast_manager& m;
ptr_vector<project_plugin> m_plugins;
expr_mark m_visited;
void add_plugin(project_plugin* p) {
family_id fid = p->get_family_id();
SASSERT(!m_plugins.get(fid, 0));
m_plugins.setx(fid, p, 0);
}
project_plugin* get_plugin(app* var) {
family_id fid = m.get_sort(var)->get_family_id();
return m_plugins.get(fid, 0);
}
bool solve(model& model, app_ref_vector& vars, expr_ref_vector& lits) {
expr_mark is_var, is_rem;
if (vars.empty()) {
return false;
}
bool reduced = false;
for (unsigned i = 0; i < vars.size(); ++i) {
is_var.mark(vars[i].get());
}
expr_ref tmp(m), t(m), v(m);
th_rewriter rw(m);
for (unsigned i = 0; i < lits.size(); ++i) {
expr* e = lits[i].get(), *l, *r;
if (m.is_eq(e, l, r) && reduce_eq(is_var, l, r, v, t)) {
reduced = true;
project_plugin::erase(lits, i);
expr_safe_replace sub(m);
sub.insert(v, t);
is_rem.mark(v);
for (unsigned j = 0; j < lits.size(); ++j) {
sub(lits[j].get(), tmp);
rw(tmp);
lits[j] = tmp;
}
}
}
if (reduced) {
unsigned j = 0;
for (unsigned i = 0; i < vars.size(); ++i) {
if (!is_rem.is_marked(vars[i].get())) {
if (i != j) {
vars[j] = vars[i].get();
}
++j;
}
}
vars.shrink(j);
}
return reduced;
}
bool reduce_eq(expr_mark& is_var, expr* l, expr* r, expr_ref& v, expr_ref& t) {
if (is_var.is_marked(r)) {
std::swap(l, r);
}
if (is_var.is_marked(l)) {
contains_app cont(m, to_app(l));
if (!cont(r)) {
v = to_app(l);
t = r;
return true;
}
}
return false;
}
void extract_bools(model& model, expr_ref_vector& fmls, expr* fml) {
TRACE("qe", tout << "extract bools: " << mk_pp(fml, m) << "\n";);
ptr_vector<expr> todo;
if (is_app(fml)) {
todo.append(to_app(fml)->get_num_args(), to_app(fml)->get_args());
}
while (!todo.empty()) {
expr* e = todo.back();
todo.pop_back();
if (m_visited.is_marked(e)) {
continue;
}
m_visited.mark(e);
if (m.is_bool(e)) {
expr_ref val(m);
VERIFY(model.eval(e, val));
TRACE("qe", tout << "found: " << mk_pp(e, m) << "\n";);
if (m.is_true(val)) {
fmls.push_back(e);
}
else {
fmls.push_back(mk_not(m, e));
}
}
else if (is_app(e)) {
todo.append(to_app(e)->get_num_args(), to_app(e)->get_args());
}
else {
TRACE("qe", tout << "expression not handled " << mk_pp(e, m) << "\n";);
}
}
}
public:
opt::bound_type maximize(expr_ref_vector const& fmls, model& mdl, app* t, expr_ref& value, expr_ref& bound) {
arith_project_plugin arith(m);
return arith.maximize(fmls, mdl, t, value, bound);
}
void extract_literals(model& model, expr_ref_vector& fmls) {
expr_ref val(m);
for (unsigned i = 0; i < fmls.size(); ++i) {
expr* fml = fmls[i].get(), *nfml, *f1, *f2, *f3;
SASSERT(m.is_bool(fml));
if (m.is_not(fml, nfml) && m.is_distinct(nfml)) {
fmls[i] = project_plugin::pick_equality(m, model, nfml);
--i;
}
else if (m.is_or(fml)) {
for (unsigned j = 0; j < to_app(fml)->get_num_args(); ++j) {
VERIFY (model.eval(to_app(fml)->get_arg(j), val));
if (m.is_true(val)) {
fmls[i] = to_app(fml)->get_arg(j);
--i;
break;
}
}
}
else if (m.is_and(fml)) {
fmls.append(to_app(fml)->get_num_args(), to_app(fml)->get_args());
project_plugin::erase(fmls, i);
}
else if (m.is_iff(fml, f1, f2) || (m.is_not(fml, nfml) && m.is_xor(nfml, f1, f2))) {
VERIFY (model.eval(f1, val));
if (m.is_false(val)) {
f1 = mk_not(m, f1);
f2 = mk_not(m, f2);
}
fmls[i] = f1;
project_plugin::push_back(fmls, f2);
--i;
}
else if (m.is_implies(fml, f1, f2)) {
VERIFY (model.eval(f2, val));
if (m.is_true(val)) {
fmls[i] = f2;
}
else {
fmls[i] = mk_not(m, f1);
}
--i;
}
else if (m.is_ite(fml, f1, f2, f3)) {
VERIFY (model.eval(f1, val));
if (m.is_true(val)) {
project_plugin::push_back(fmls, f1);
project_plugin::push_back(fmls, f2);
}
else {
project_plugin::push_back(fmls, mk_not(m, f1));
project_plugin::push_back(fmls, f3);
}
project_plugin::erase(fmls, i);
}
else if (m.is_not(fml, nfml) && m.is_not(nfml, nfml)) {
project_plugin::push_back(fmls, nfml);
project_plugin::erase(fmls, i);
}
else if (m.is_not(fml, nfml) && m.is_and(nfml)) {
for (unsigned j = 0; j < to_app(nfml)->get_num_args(); ++j) {
VERIFY (model.eval(to_app(nfml)->get_arg(j), val));
if (m.is_false(val)) {
fmls[i] = mk_not(m, to_app(nfml)->get_arg(j));
--i;
break;
}
}
}
else if (m.is_not(fml, nfml) && m.is_or(nfml)) {
for (unsigned j = 0; j < to_app(nfml)->get_num_args(); ++j) {
project_plugin::push_back(fmls, mk_not(m, to_app(nfml)->get_arg(j)));
}
project_plugin::erase(fmls, i);
}
else if ((m.is_not(fml, nfml) && m.is_iff(nfml, f1, f2)) || m.is_xor(fml, f1, f2)) {
VERIFY (model.eval(f1, val));
if (m.is_true(val)) {
f2 = mk_not(m, f2);
}
else {
f1 = mk_not(m, f1);
}
project_plugin::push_back(fmls, f1);
project_plugin::push_back(fmls, f2);
project_plugin::erase(fmls, i);
}
else if (m.is_not(fml, nfml) && m.is_implies(nfml, f1, f2)) {
project_plugin::push_back(fmls, f1);
project_plugin::push_back(fmls, mk_not(m, f2));
project_plugin::erase(fmls, i);
}
else if (m.is_not(fml, nfml) && m.is_ite(nfml, f1, f2, f3)) {
VERIFY (model.eval(f1, val));
if (m.is_true(val)) {
project_plugin::push_back(fmls, f1);
project_plugin::push_back(fmls, mk_not(m, f2));
}
else {
project_plugin::push_back(fmls, mk_not(m, f1));
project_plugin::push_back(fmls, mk_not(m, f3));
}
project_plugin::erase(fmls, i);
}
else if (m.is_not(fml, nfml)) {
extract_bools(model, fmls, nfml);
}
else {
extract_bools(model, fmls, fml);
// TBD other Boolean operations.
}
}
m_visited.reset();
}
impl(ast_manager& m):m(m) {
add_plugin(alloc(arith_project_plugin, m));
add_plugin(alloc(datatype_project_plugin, m));
add_plugin(alloc(array_project_plugin, m));
}
~impl() {
std::for_each(m_plugins.begin(), m_plugins.end(), delete_proc<project_plugin>());
}
void preprocess_solve(model& model, app_ref_vector& vars, expr_ref_vector& fmls) {
extract_literals(model, fmls);
bool change = true;
while (change && !vars.empty()) {
change = solve(model, vars, fmls);
for (unsigned i = 0; i < m_plugins.size(); ++i) {
if (m_plugins[i] && m_plugins[i]->solve(model, vars, fmls)) {
change = true;
}
}
}
}
void operator()(bool force_elim, app_ref_vector& vars, model& model, expr_ref_vector& fmls) {
expr_ref val(m), tmp(m);
app_ref var(m);
th_rewriter rw(m);
bool progress = true;
TRACE("qe", tout << vars << " " << fmls << "\n";);
while (progress && !vars.empty()) {
preprocess_solve(model, vars, fmls);
app_ref_vector new_vars(m);
progress = false;
while (!vars.empty()) {
var = vars.back();
vars.pop_back();
project_plugin* p = get_plugin(var);
if (p && (*p)(model, var, vars, fmls)) {
progress = true;
}
else {
new_vars.push_back(var);
}
}
if (!progress && !new_vars.empty() && force_elim) {
var = new_vars.back();
new_vars.pop_back();
expr_safe_replace sub(m);
VERIFY(model.eval(var, val));
sub.insert(var, val);
for (unsigned i = 0; i < fmls.size(); ++i) {
sub(fmls[i].get(), tmp);
rw(tmp);
if (m.is_true(tmp)) {
project_plugin::erase(fmls, i);
}
else {
fmls[i] = tmp;
}
}
progress = true;
}
vars.append(new_vars);
}
TRACE("qe", tout << vars << " " << fmls << "\n";);
}
};
mbp::mbp(ast_manager& m) {
m_impl = alloc(impl, m);
}
mbp::~mbp() {
dealloc(m_impl);
}
void mbp::operator()(bool force_elim, app_ref_vector& vars, model& mdl, expr_ref_vector& fmls) {
(*m_impl)(force_elim, vars, mdl, fmls);
}
void mbp::solve(model& model, app_ref_vector& vars, expr_ref_vector& fmls) {
m_impl->preprocess_solve(model, vars, fmls);
}
void mbp::extract_literals(model& model, expr_ref_vector& lits) {
m_impl->extract_literals(model, lits);
}
opt::bound_type mbp::maximize(expr_ref_vector const& fmls, model& mdl, app* t, expr_ref& value, expr_ref& bound) {
return m_impl->maximize(fmls, mdl, t, value, bound);
}