/*++ Copyright (c) 2015 Microsoft Corporation --*/ #include "api/z3.h" #include "api/z3_private.h" #include #include "util/util.h" #include "util/trace.h" #include #include "util/trace.h" void test_apps() { Z3_config cfg = Z3_mk_config(); Z3_set_param_value(cfg,"MODEL","true"); Z3_context ctx = Z3_mk_context(cfg); Z3_solver s = Z3_mk_solver(ctx); Z3_solver_inc_ref(ctx, s); Z3_symbol A = Z3_mk_string_symbol(ctx, "A"); Z3_symbol F = Z3_mk_string_symbol(ctx, "f"); Z3_sort SA = Z3_mk_uninterpreted_sort(ctx, A); Z3_func_decl f = Z3_mk_func_decl(ctx, F, 1, &SA, SA); Z3_symbol X = Z3_mk_string_symbol(ctx, "x"); Z3_ast x = Z3_mk_const(ctx, X, SA); Z3_ast fx = Z3_mk_app(ctx, f, 1, &x); Z3_ast ffx = Z3_mk_app(ctx, f, 1, &fx); Z3_ast fffx = Z3_mk_app(ctx, f, 1, &ffx); Z3_ast ffffx = Z3_mk_app(ctx, f, 1, &fffx); Z3_ast fffffx = Z3_mk_app(ctx, f, 1, &ffffx); Z3_ast fml = Z3_mk_not(ctx, Z3_mk_eq(ctx, x, fffffx)); Z3_solver_assert(ctx, s, fml); Z3_lbool r = Z3_solver_check(ctx, s); std::cout << r << "\n"; Z3_solver_dec_ref(ctx, s); Z3_del_config(cfg); Z3_del_context(ctx); } void test_bvneg() { Z3_config cfg = Z3_mk_config(); Z3_set_param_value(cfg,"MODEL","true"); Z3_context ctx = Z3_mk_context(cfg); Z3_solver s = Z3_mk_solver(ctx); Z3_solver_inc_ref(ctx, s); { Z3_sort bv30 = Z3_mk_bv_sort(ctx, 30); Z3_ast x30 = Z3_mk_fresh_const(ctx, "x", bv30); Z3_ast fml = Z3_mk_eq(ctx, Z3_mk_int(ctx, -1, bv30), Z3_mk_bvadd(ctx, Z3_mk_int(ctx, 0, bv30), x30)); Z3_solver_assert(ctx, s, fml); Z3_lbool r = Z3_solver_check(ctx, s); std::cout << r << "\n"; } { Z3_sort bv31 = Z3_mk_bv_sort(ctx, 31); Z3_ast x31 = Z3_mk_fresh_const(ctx, "x", bv31); Z3_ast fml = Z3_mk_eq(ctx, Z3_mk_int(ctx, -1, bv31), Z3_mk_bvadd(ctx, Z3_mk_int(ctx, 0, bv31), x31)); Z3_solver_assert(ctx, s, fml); Z3_lbool r = Z3_solver_check(ctx, s); std::cout << r << "\n"; } { Z3_sort bv32 = Z3_mk_bv_sort(ctx, 32); Z3_ast x32 = Z3_mk_fresh_const(ctx, "x", bv32); Z3_ast fml = Z3_mk_eq(ctx, Z3_mk_int(ctx,-1, bv32), Z3_mk_bvadd(ctx, Z3_mk_int(ctx, 0, bv32), x32)); Z3_solver_assert(ctx, s, fml); Z3_lbool r = Z3_solver_check(ctx, s); std::cout << r << "\n"; } Z3_solver_dec_ref(ctx, s); Z3_del_config(cfg); Z3_del_context(ctx); } static bool cb_called = false; static void my_cb(Z3_context, Z3_error_code) { cb_called = true; } static void test_mk_distinct() { Z3_config cfg = Z3_mk_config(); Z3_context ctx = Z3_mk_context(cfg); Z3_set_error_handler(ctx, my_cb); Z3_sort bv8 = Z3_mk_bv_sort(ctx, 8); Z3_sort bv32 = Z3_mk_bv_sort(ctx, 32); Z3_ast args[] = { Z3_mk_int64(ctx, 0, bv8), Z3_mk_int64(ctx, 0, bv32) }; Z3_ast d = Z3_mk_distinct(ctx, 2, args); ENSURE(cb_called); VERIFY(!d); Z3_del_config(cfg); Z3_del_context(ctx); } void test_optimize_translate() { Z3_config cfg1 = Z3_mk_config(); Z3_context ctx1 = Z3_mk_context(cfg1); Z3_del_config(cfg1); // Create optimization context in first context Z3_optimize opt1 = Z3_mk_optimize(ctx1); Z3_optimize_inc_ref(ctx1, opt1); // Add some constraints Z3_sort int_sort = Z3_mk_int_sort(ctx1); Z3_symbol x_sym = Z3_mk_string_symbol(ctx1, "x"); Z3_ast x = Z3_mk_const(ctx1, x_sym, int_sort); Z3_ast zero = Z3_mk_int(ctx1, 0, int_sort); Z3_ast constraint = Z3_mk_gt(ctx1, x, zero); // x > 0 Z3_optimize_assert(ctx1, opt1, constraint); // Add an objective to maximize x Z3_optimize_maximize(ctx1, opt1, x); // Create second context Z3_config cfg2 = Z3_mk_config(); Z3_context ctx2 = Z3_mk_context(cfg2); Z3_del_config(cfg2); // Translate optimize context to second context Z3_optimize opt2 = Z3_optimize_translate(ctx1, opt1, ctx2); Z3_optimize_inc_ref(ctx2, opt2); // Check sat in the translated context Z3_lbool result = Z3_optimize_check(ctx2, opt2, 0, nullptr); ENSURE(result == Z3_L_TRUE); // Verify we can get assertions from translated context Z3_ast_vector assertions = Z3_optimize_get_assertions(ctx2, opt2); unsigned num_assertions = Z3_ast_vector_size(ctx2, assertions); ENSURE(num_assertions == 1); // Verify we can get objectives from translated context Z3_ast_vector objectives = Z3_optimize_get_objectives(ctx2, opt2); unsigned num_objectives = Z3_ast_vector_size(ctx2, objectives); ENSURE(num_objectives == 1); // Clean up Z3_optimize_dec_ref(ctx2, opt2); Z3_optimize_dec_ref(ctx1, opt1); Z3_del_context(ctx2); Z3_del_context(ctx1); } void test_max_reg() { // BNH multi-objective optimization problem using Z3 Optimize C API. // Mimics /tmp/bnh_z3.py: two objectives over a constrained 2D domain. // f1 = 4*x1^2 + 4*x2^2 // f2 = (x1-5)^2 + (x2-5)^2 // 0 <= x1 <= 5, 0 <= x2 <= 3 // C1: (x1-5)^2 + x2^2 <= 25 // C2: (x1-8)^2 + (x2+3)^2 >= 7.7 Z3_config cfg = Z3_mk_config(); Z3_context ctx = Z3_mk_context(cfg); Z3_del_config(cfg); Z3_sort real_sort = Z3_mk_real_sort(ctx); Z3_ast x1 = Z3_mk_const(ctx, Z3_mk_string_symbol(ctx, "x1"), real_sort); Z3_ast x2 = Z3_mk_const(ctx, Z3_mk_string_symbol(ctx, "x2"), real_sort); auto mk_real = [&](int num, int den = 1) { return Z3_mk_real(ctx, num, den); }; auto mk_mul = [&](Z3_ast a, Z3_ast b) { Z3_ast args[] = {a, b}; return Z3_mk_mul(ctx, 2, args); }; auto mk_add = [&](Z3_ast a, Z3_ast b) { Z3_ast args[] = {a, b}; return Z3_mk_add(ctx, 2, args); }; auto mk_sub = [&](Z3_ast a, Z3_ast b) { Z3_ast args[] = {a, b}; return Z3_mk_sub(ctx, 2, args); }; auto mk_sq = [&](Z3_ast a) { return mk_mul(a, a); }; // f1 = 4*x1^2 + 4*x2^2 Z3_ast f1 = mk_add(mk_mul(mk_real(4), mk_sq(x1)), mk_mul(mk_real(4), mk_sq(x2))); // f2 = (x1-5)^2 + (x2-5)^2 Z3_ast f2 = mk_add(mk_sq(mk_sub(x1, mk_real(5))), mk_sq(mk_sub(x2, mk_real(5)))); // Helper: create optimize with BNH constraints and timeout auto mk_max_reg = [&]() -> Z3_optimize { Z3_optimize opt = Z3_mk_optimize(ctx); Z3_optimize_inc_ref(ctx, opt); // Set timeout to 5 seconds Z3_params p = Z3_mk_params(ctx); Z3_params_inc_ref(ctx, p); Z3_params_set_uint(ctx, p, Z3_mk_string_symbol(ctx, "timeout"), 5000); Z3_optimize_set_params(ctx, opt, p); Z3_params_dec_ref(ctx, p); // Add BNH constraints Z3_optimize_assert(ctx, opt, Z3_mk_ge(ctx, x1, mk_real(0))); Z3_optimize_assert(ctx, opt, Z3_mk_le(ctx, x1, mk_real(5))); Z3_optimize_assert(ctx, opt, Z3_mk_ge(ctx, x2, mk_real(0))); Z3_optimize_assert(ctx, opt, Z3_mk_le(ctx, x2, mk_real(3))); Z3_optimize_assert(ctx, opt, Z3_mk_le(ctx, mk_add(mk_sq(mk_sub(x1, mk_real(5))), mk_sq(x2)), mk_real(25))); Z3_optimize_assert(ctx, opt, Z3_mk_ge(ctx, mk_add(mk_sq(mk_sub(x1, mk_real(8))), mk_sq(mk_add(x2, mk_real(3)))), mk_real(77, 10))); return opt; }; auto result_str = [](Z3_lbool r) { return r == Z3_L_TRUE ? "sat" : r == Z3_L_FALSE ? "unsat" : "unknown"; }; unsigned num_sat = 0; // Approach 1: Minimize f1 (Python: opt.minimize(f1)) { Z3_optimize opt = mk_max_reg(); Z3_optimize_minimize(ctx, opt, f1); Z3_lbool result = Z3_optimize_check(ctx, opt, 0, nullptr); std::cout << "BNH min f1: " << result_str(result) << std::endl; ENSURE(result == Z3_L_TRUE); if (result == Z3_L_TRUE) { Z3_model m = Z3_optimize_get_model(ctx, opt); Z3_model_inc_ref(ctx, m); Z3_ast val; Z3_model_eval(ctx, m, f1, true, &val); std::cout << " f1=" << Z3_ast_to_string(ctx, val) << std::endl; Z3_model_dec_ref(ctx, m); num_sat++; } Z3_optimize_dec_ref(ctx, opt); } // Approach 2: Minimize f2 (Python: opt2.minimize(f2)) { Z3_optimize opt = mk_max_reg(); Z3_optimize_minimize(ctx, opt, f2); Z3_lbool result = Z3_optimize_check(ctx, opt, 0, nullptr); std::cout << "BNH min f2: " << result_str(result) << std::endl; ENSURE(result == Z3_L_TRUE); if (result == Z3_L_TRUE) { Z3_model m = Z3_optimize_get_model(ctx, opt); Z3_model_inc_ref(ctx, m); Z3_ast val; Z3_model_eval(ctx, m, f2, true, &val); std::cout << " f2=" << Z3_ast_to_string(ctx, val) << std::endl; Z3_model_dec_ref(ctx, m); num_sat++; } Z3_optimize_dec_ref(ctx, opt); } // Approach 3: Weighted sum method (Python loop over weights) int weights[][2] = {{1, 4}, {2, 3}, {1, 1}, {3, 2}, {4, 1}}; for (auto& w : weights) { Z3_optimize opt = mk_max_reg(); Z3_ast weighted = mk_add(mk_mul(mk_real(w[0], 100), f1), mk_mul(mk_real(w[1], 100), f2)); Z3_optimize_minimize(ctx, opt, weighted); Z3_lbool result = Z3_optimize_check(ctx, opt, 0, nullptr); std::cout << "BNH weighted (w1=" << w[0] << "/5, w2=" << w[1] << "/5): " << result_str(result) << std::endl; ENSURE(result == Z3_L_TRUE); if (result == Z3_L_TRUE) { Z3_model m = Z3_optimize_get_model(ctx, opt); Z3_model_inc_ref(ctx, m); Z3_ast v1, v2; Z3_model_eval(ctx, m, f1, true, &v1); Z3_model_eval(ctx, m, f2, true, &v2); std::cout << " f1=" << Z3_ast_to_string(ctx, v1) << " f2=" << Z3_ast_to_string(ctx, v2) << std::endl; Z3_model_dec_ref(ctx, m); num_sat++; } Z3_optimize_dec_ref(ctx, opt); } std::cout << "BNH: " << num_sat << "/7 optimizations returned sat" << std::endl; ENSURE(num_sat == 7); Z3_del_context(ctx); std::cout << "BNH optimization test done" << std::endl; } void tst_api() { test_apps(); test_bvneg(); test_mk_distinct(); test_optimize_translate(); } void tst_max_reg() { test_max_reg(); } void test_max_rev() { // Same as test_max_regimize but with reversed argument order in f1/f2 construction. Z3_config cfg = Z3_mk_config(); Z3_context ctx = Z3_mk_context(cfg); Z3_del_config(cfg); Z3_sort real_sort = Z3_mk_real_sort(ctx); Z3_ast x1 = Z3_mk_const(ctx, Z3_mk_string_symbol(ctx, "x1"), real_sort); Z3_ast x2 = Z3_mk_const(ctx, Z3_mk_string_symbol(ctx, "x2"), real_sort); auto mk_real = [&](int num, int den = 1) { return Z3_mk_real(ctx, num, den); }; auto mk_mul = [&](Z3_ast a, Z3_ast b) { Z3_ast args[] = {a, b}; return Z3_mk_mul(ctx, 2, args); }; auto mk_add = [&](Z3_ast a, Z3_ast b) { Z3_ast args[] = {a, b}; return Z3_mk_add(ctx, 2, args); }; auto mk_sub = [&](Z3_ast a, Z3_ast b) { Z3_ast args[] = {a, b}; return Z3_mk_sub(ctx, 2, args); }; auto mk_sq = [&](Z3_ast a) { return mk_mul(a, a); }; // f1 = 4*x2^2 + 4*x1^2 (reversed from: 4*x1^2 + 4*x2^2) Z3_ast f1 = mk_add(mk_mul(mk_sq(x2), mk_real(4)), mk_mul(mk_sq(x1), mk_real(4))); // f2 = (x2-5)^2 + (x1-5)^2 (reversed from: (x1-5)^2 + (x2-5)^2) Z3_ast f2 = mk_add(mk_sq(mk_sub(mk_real(5), x2)), mk_sq(mk_sub(mk_real(5), x1))); auto mk_max_reg = [&]() -> Z3_optimize { Z3_optimize opt = Z3_mk_optimize(ctx); Z3_optimize_inc_ref(ctx, opt); Z3_params p = Z3_mk_params(ctx); Z3_params_inc_ref(ctx, p); Z3_params_set_uint(ctx, p, Z3_mk_string_symbol(ctx, "timeout"), 5000); Z3_optimize_set_params(ctx, opt, p); Z3_params_dec_ref(ctx, p); Z3_optimize_assert(ctx, opt, Z3_mk_ge(ctx, x1, mk_real(0))); Z3_optimize_assert(ctx, opt, Z3_mk_le(ctx, x1, mk_real(5))); Z3_optimize_assert(ctx, opt, Z3_mk_ge(ctx, x2, mk_real(0))); Z3_optimize_assert(ctx, opt, Z3_mk_le(ctx, x2, mk_real(3))); Z3_optimize_assert(ctx, opt, Z3_mk_le(ctx, mk_add(mk_sq(mk_sub(mk_real(5), x1)), mk_sq(x2)), mk_real(25))); Z3_optimize_assert(ctx, opt, Z3_mk_ge(ctx, mk_add(mk_sq(mk_sub(mk_real(8), x1)), mk_sq(mk_add(mk_real(3), x2))), mk_real(77, 10))); return opt; }; auto result_str = [](Z3_lbool r) { return r == Z3_L_TRUE ? "sat" : r == Z3_L_FALSE ? "unsat" : "unknown"; }; unsigned num_sat = 0; { Z3_optimize opt = mk_max_reg(); Z3_optimize_minimize(ctx, opt, f1); Z3_lbool result = Z3_optimize_check(ctx, opt, 0, nullptr); std::cout << "max_rev min f1: " << result_str(result) << std::endl; ENSURE(result == Z3_L_TRUE); if (result == Z3_L_TRUE) { Z3_model m = Z3_optimize_get_model(ctx, opt); Z3_model_inc_ref(ctx, m); Z3_ast val; Z3_model_eval(ctx, m, f1, true, &val); std::cout << " f1=" << Z3_ast_to_string(ctx, val) << std::endl; Z3_model_dec_ref(ctx, m); num_sat++; } Z3_optimize_dec_ref(ctx, opt); } { Z3_optimize opt = mk_max_reg(); Z3_optimize_minimize(ctx, opt, f2); Z3_lbool result = Z3_optimize_check(ctx, opt, 0, nullptr); std::cout << "max_rev min f2: " << result_str(result) << std::endl; ENSURE(result == Z3_L_TRUE); if (result == Z3_L_TRUE) { Z3_model m = Z3_optimize_get_model(ctx, opt); Z3_model_inc_ref(ctx, m); Z3_ast val; Z3_model_eval(ctx, m, f2, true, &val); std::cout << " f2=" << Z3_ast_to_string(ctx, val) << std::endl; Z3_model_dec_ref(ctx, m); num_sat++; } Z3_optimize_dec_ref(ctx, opt); } int weights[][2] = {{1, 4}, {2, 3}, {1, 1}, {3, 2}, {4, 1}}; for (auto& w : weights) { Z3_optimize opt = mk_max_reg(); Z3_ast weighted = mk_add(mk_mul(mk_real(w[1], 100), f2), mk_mul(mk_real(w[0], 100), f1)); Z3_optimize_minimize(ctx, opt, weighted); Z3_lbool result = Z3_optimize_check(ctx, opt, 0, nullptr); std::cout << "max_rev weighted (w1=" << w[0] << "/5, w2=" << w[1] << "/5): " << result_str(result) << std::endl; ENSURE(result == Z3_L_TRUE); if (result == Z3_L_TRUE) { Z3_model m = Z3_optimize_get_model(ctx, opt); Z3_model_inc_ref(ctx, m); Z3_ast v1, v2; Z3_model_eval(ctx, m, f1, true, &v1); Z3_model_eval(ctx, m, f2, true, &v2); std::cout << " f1=" << Z3_ast_to_string(ctx, v1) << " f2=" << Z3_ast_to_string(ctx, v2) << std::endl; Z3_model_dec_ref(ctx, m); num_sat++; } Z3_optimize_dec_ref(ctx, opt); } std::cout << "max_rev: " << num_sat << "/7 optimizations returned sat" << std::endl; ENSURE(num_sat == 7); Z3_del_context(ctx); std::cout << "max_rev optimization test done" << std::endl; } // Regression test for issue #8998: // minimize(3*a) should be unbounded, same as minimize(a), // when constraints allow a to go to -infinity. void test_scaled_minimize_unbounded() { Z3_config cfg = Z3_mk_config(); Z3_context ctx = Z3_mk_context(cfg); Z3_del_config(cfg); Z3_sort real_sort = Z3_mk_real_sort(ctx); Z3_sort int_sort = Z3_mk_int_sort(ctx); Z3_ast a = Z3_mk_const(ctx, Z3_mk_string_symbol(ctx, "a"), real_sort); Z3_ast b = Z3_mk_const(ctx, Z3_mk_string_symbol(ctx, "b"), real_sort); // (xor (= 0 b) (> (mod (to_int (- a)) 50) 3)) Z3_ast neg_a = Z3_mk_unary_minus(ctx, a); Z3_ast to_int_neg_a = Z3_mk_real2int(ctx, neg_a); Z3_ast mod_expr = Z3_mk_mod(ctx, to_int_neg_a, Z3_mk_int(ctx, 50, int_sort)); Z3_ast gt_3 = Z3_mk_gt(ctx, mod_expr, Z3_mk_int(ctx, 3, int_sort)); Z3_ast b_eq_0 = Z3_mk_eq(ctx, Z3_mk_real(ctx, 0, 1), b); Z3_ast xor_expr = Z3_mk_xor(ctx, b_eq_0, gt_3); auto check_unbounded_min = [&](Z3_ast objective, const char* label) { Z3_optimize opt = Z3_mk_optimize(ctx); Z3_optimize_inc_ref(ctx, opt); Z3_optimize_assert(ctx, opt, xor_expr); unsigned h = Z3_optimize_minimize(ctx, opt, objective); Z3_lbool result = Z3_optimize_check(ctx, opt, 0, nullptr); std::cout << label << ": " << (result == Z3_L_TRUE ? "sat" : "not sat") << std::endl; ENSURE(result == Z3_L_TRUE); // get_lower_as_vector returns [infinity_coeff, rational, epsilon_coeff] // for -infinity, infinity_coeff should be negative Z3_ast_vector lower = Z3_optimize_get_lower_as_vector(ctx, opt, h); Z3_ast inf_coeff = Z3_ast_vector_get(ctx, lower, 0); int64_t inf_val; bool ok = Z3_get_numeral_int64(ctx, inf_coeff, &inf_val); std::cout << " infinity coeff: " << inf_val << std::endl; ENSURE(ok && inf_val < 0); Z3_optimize_dec_ref(ctx, opt); }; // minimize(a) should be -infinity check_unbounded_min(a, "minimize(a)"); // minimize(3*a) should also be -infinity Z3_ast three = Z3_mk_real(ctx, 3, 1); Z3_ast args[] = {three, a}; Z3_ast three_a = Z3_mk_mul(ctx, 2, args); check_unbounded_min(three_a, "minimize(3*a)"); Z3_del_context(ctx); std::cout << "scaled minimize unbounded test done" << std::endl; } void tst_scaled_min() { test_scaled_minimize_unbounded(); } void tst_max_rev() { test_max_rev(); }