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https://github.com/Z3Prover/z3
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very basic setup
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2 changed files with 58 additions and 7 deletions
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@ -30,11 +30,13 @@ namespace smt {
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struct compare;
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double get_score();
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// double get_score();
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void choose_rec(expr_ref_vector& trail, expr_ref_vector& result, unsigned depth, unsigned budget);
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public:
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double get_score();
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lookahead(context& ctx);
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expr_ref choose(unsigned budget = 2000);
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@ -92,16 +92,64 @@ namespace smt {
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sl.push_child(&(new_m->limit()));
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}
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auto cube = [](context& ctx, expr_ref_vector& lasms, expr_ref& c) {
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lookahead lh(ctx);
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c = lh.choose();
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if (c) {
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// auto cube = [](context& ctx, expr_ref_vector& lasms, expr_ref& c) {
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// lookahead lh(ctx);
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// c = lh.choose();
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// if (c) {
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// if ((ctx.get_random_value() % 2) == 0)
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// c = c.get_manager().mk_not(c);
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// lasms.push_back(c);
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// }
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// };
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auto cube = [&](context& ctx, expr_ref_vector& lasms, expr_ref& c) {
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lookahead lh(ctx); // Create lookahead object to use get_score for evaluation
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std::vector<std::pair<expr_ref, double>> candidates; // List of candidate literals and their scores
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unsigned budget = 10; // Maximum number of variables to sample for building the cubes
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// Loop through all Boolean variables in the context
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for (bool_var v = 0; v < ctx.m_bool_var2expr.size(); ++v) {
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if (ctx.get_assignment(v) != l_undef) continue; // Skip already assigned variables
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expr* e = ctx.bool_var2expr(v); // Get expression associated with variable
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if (!e) continue; // Skip if not a valid variable
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literal lit(v, false); // Create literal for v = true
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ctx.push_scope(); // Save solver state
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ctx.assign(lit, b_justification::mk_axiom(), true); // Assign v = true with axiom justification
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ctx.propagate(); // Propagate consequences of assignment
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if (!ctx.inconsistent()) { // Only keep variable if assignment didn’t lead to conflict
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double score = lh.get_score(); // Evaluate current state using lookahead scoring
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candidates.emplace_back(expr_ref(e, ctx.get_manager()), score); // Store (expr, score) pair
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}
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ctx.pop_scope(1); // Restore solver state
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if (candidates.size() >= budget) break; // Stop early if sample budget is exhausted
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}
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// Sort candidates in descending order by score (higher score = better)
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std::sort(candidates.begin(), candidates.end(),
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[](auto& a, auto& b) { return a.second > b.second; });
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unsigned cube_size = 2; // compute_cube_size_from_feedback(); // NEED TO IMPLEMENT: Decide how many literals to include (adaptive)
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// Select top-scoring literals to form the cube
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for (unsigned i = 0; i < std::min(cube_size, (unsigned)candidates.size()); ++i) {
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expr_ref lit = candidates[i].first;
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// Randomly flip polarity with 50% chance (introduces polarity diversity)
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if ((ctx.get_random_value() % 2) == 0)
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c = c.get_manager().mk_not(c);
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lasms.push_back(c);
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lit = ctx.get_manager().mk_not(lit);
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lasms.push_back(lit); // Add literal as thread-local assumption
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}
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};
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obj_hashtable<expr> unit_set;
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expr_ref_vector unit_trail(ctx.m);
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unsigned_vector unit_lim;
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@ -217,6 +265,7 @@ namespace smt {
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while (true) {
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vector<std::thread> threads(num_threads);
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for (unsigned i = 0; i < num_threads; ++i) {
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// [&, i] is the lambda's capture clause: capture all variables by reference (&) except i, which is captured by value.
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threads[i] = std::thread([&, i]() { worker_thread(i); });
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}
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for (auto & th : threads) {
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