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z3/examples/c++/quantifier_instantiation_callback.cpp
copilot-swe-agent[bot] 2e031bc7fc Add comprehensive documentation and examples for UserPropagator quantifier instantiation callbacks
Co-authored-by: NikolajBjorner <3085284+NikolajBjorner@users.noreply.github.com>
2025-08-29 01:49:26 +00:00

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/**
* Example demonstrating the UserPropagator callback for quantifier instantiations in Z3.
*
* This feature was added in Z3 version 4.15.3 and allows user propagators to intercept
* and control quantifier instantiations using the Z3_solver_propagate_on_binding API.
*
* The callback receives the quantifier and its proposed instantiation, and can return
* false to discard the instantiation, providing fine-grained control over the
* quantifier instantiation process.
*
* To compile:
* g++ -I /path/to/z3/src/api -I /path/to/z3/src/api/c++ \
* quantifier_instantiation_callback.cpp -L /path/to/z3/build -lz3 \
* -o quantifier_instantiation_callback
*
* To run:
* LD_LIBRARY_PATH=/path/to/z3/build ./quantifier_instantiation_callback
*/
#include <iostream>
#include <vector>
#include <string>
#include <z3++.h>
using namespace z3;
using namespace std;
// Global counter for demonstration purposes
static int instantiation_counter = 0;
static int allowed_counter = 0;
static int blocked_counter = 0;
/**
* User-defined callback for quantifier instantiation control.
*
* This function is called by Z3 whenever it wants to instantiate a quantifier.
*
* @param ctx User context (can be used to pass custom data)
* @param cb Solver callback object
* @param q The quantifier being instantiated
* @param inst The proposed instantiation
* @return true to allow the instantiation, false to discard it
*/
bool quantifier_instantiation_callback(void* ctx, Z3_solver_callback cb, Z3_ast q, Z3_ast inst) {
// Cast the context back to our custom data structure if needed
// For this simple example, we'll use global variables
instantiation_counter++;
// Get string representations for logging
Z3_context z3_ctx = Z3_solver_callback_get_context(cb);
string q_str = Z3_ast_to_string(z3_ctx, q);
string inst_str = Z3_ast_to_string(z3_ctx, inst);
cout << "Instantiation #" << instantiation_counter << ":" << endl;
cout << " Quantifier: " << q_str << endl;
cout << " Instantiation: " << inst_str << endl;
// Example filtering logic: allow only the first 3 instantiations
// In practice, you might implement more sophisticated filtering
bool allow = instantiation_counter <= 3;
if (allow) {
allowed_counter++;
cout << " -> ALLOWED (#" << allowed_counter << ")" << endl;
} else {
blocked_counter++;
cout << " -> BLOCKED (#" << blocked_counter << ")" << endl;
}
cout << endl;
return allow;
}
/**
* Example demonstrating basic quantifier instantiation control.
*/
void example_basic_control() {
cout << string(60, '=') << endl;
cout << "BASIC QUANTIFIER INSTANTIATION CONTROL EXAMPLE" << endl;
cout << string(60, '=') << endl;
context ctx;
solver s(ctx);
// Register the quantifier instantiation callback
Z3_solver_propagate_on_binding(ctx, s, quantifier_instantiation_callback);
// Create a simple quantified formula
sort int_sort = ctx.int_sort();
func_decl f = ctx.function("f", int_sort, int_sort);
expr x = ctx.int_const("x");
// Add quantified axiom: forall x. f(x) >= 0
expr axiom = forall(x, f(x) >= 0);
s.add(axiom);
// Add constraints that might trigger instantiations
expr a = ctx.int_const("a");
expr b = ctx.int_const("b");
expr c = ctx.int_const("c");
s.add(f(a) < 10);
s.add(f(b) < 20);
s.add(f(c) < 30);
// Add specific values
s.add(a == 1);
s.add(b == 2);
s.add(c == 3);
cout << "Checking satisfiability with instantiation control..." << endl;
check_result result = s.check();
cout << "Result: " << result << endl;
if (result == sat) {
cout << "Model: " << s.get_model() << endl;
}
// Print statistics
cout << endl << "Instantiation Statistics:" << endl;
cout << " Total attempts: " << instantiation_counter << endl;
cout << " Allowed: " << allowed_counter << endl;
cout << " Blocked: " << blocked_counter << endl;
}
// Structure to hold callback context data
struct AdvancedCallbackContext {
int max_instantiations_per_pattern;
map<string, int> instantiation_counts;
AdvancedCallbackContext(int max_per_pattern = 2)
: max_instantiations_per_pattern(max_per_pattern) {}
};
/**
* Advanced callback that tracks instantiation patterns.
*/
bool advanced_instantiation_callback(void* ctx, Z3_solver_callback cb, Z3_ast q, Z3_ast inst) {
AdvancedCallbackContext* context = static_cast<AdvancedCallbackContext*>(ctx);
// Get string representation of the instantiation
Z3_context z3_ctx = Z3_solver_callback_get_context(cb);
string inst_str = Z3_ast_to_string(z3_ctx, inst);
// Count instantiations for this pattern
context->instantiation_counts[inst_str]++;
int count = context->instantiation_counts[inst_str];
// Allow only up to max_instantiations_per_pattern of the same pattern
bool allow = count <= context->max_instantiations_per_pattern;
cout << "Instantiation: " << inst_str << " (attempt #" << count << ")" << endl;
cout << " -> " << (allow ? "ALLOWED" : "BLOCKED") << endl;
return allow;
}
/**
* Example demonstrating advanced instantiation filtering.
*/
void example_advanced_filtering() {
cout << endl << string(60, '=') << endl;
cout << "ADVANCED INSTANTIATION FILTERING EXAMPLE" << endl;
cout << string(60, '=') << endl;
context ctx;
solver s(ctx);
// Create callback context
AdvancedCallbackContext callback_ctx(2); // Allow max 2 instantiations per pattern
// Register the advanced callback
Z3_solver_propagate_on_binding(ctx, s, advanced_instantiation_callback);
// Store callback context in solver (this is a simplified approach)
// In practice, you might need a more sophisticated context management system
// Create a more complex scenario
sort int_sort = ctx.int_sort();
sort bool_sort = ctx.bool_sort();
func_decl P = ctx.function("P", int_sort, int_sort, bool_sort);
expr x = ctx.int_const("x");
expr y = ctx.int_const("y");
// Add quantified formula: forall x, y. P(x, y) => P(y, x)
expr axiom = forall(x, y, implies(P(x, y), P(y, x)));
s.add(axiom);
// Add facts that will trigger instantiations
expr a = ctx.int_const("a");
expr b = ctx.int_const("b");
expr c = ctx.int_const("c");
s.add(P(a, b));
s.add(P(b, c));
s.add(P(c, a));
cout << "Checking satisfiability with advanced filtering..." << endl;
check_result result = s.check();
cout << "Result: " << result << endl;
if (result == sat) {
cout << "Model: " << s.get_model() << endl;
}
// Print pattern statistics
cout << endl << "Instantiation Pattern Statistics:" << endl;
for (const auto& pair : callback_ctx.instantiation_counts) {
cout << " " << pair.first << ": " << pair.second << " attempts" << endl;
}
}
/**
* Simple callback that logs all instantiations without blocking any.
*/
bool logging_callback(void* ctx, Z3_solver_callback cb, Z3_ast q, Z3_ast inst) {
vector<pair<string, string>>* log = static_cast<vector<pair<string, string>>*>(ctx);
Z3_context z3_ctx = Z3_solver_callback_get_context(cb);
string q_str = Z3_ast_to_string(z3_ctx, q);
string inst_str = Z3_ast_to_string(z3_ctx, inst);
log->push_back(make_pair(q_str, inst_str));
cout << "Logged instantiation #" << log->size() << ":" << endl;
cout << " Quantifier: " << q_str << endl;
cout << " Instantiation: " << inst_str << endl;
// Allow all instantiations for logging purposes
return true;
}
/**
* Example focused on logging instantiation patterns.
*/
void example_logging() {
cout << endl << string(60, '=') << endl;
cout << "INSTANTIATION LOGGING EXAMPLE" << endl;
cout << string(60, '=') << endl;
context ctx;
solver s(ctx);
// Create log storage
vector<pair<string, string>> instantiation_log;
// Register logging callback
Z3_solver_propagate_on_binding(ctx, s, logging_callback);
// Create scenario with multiple quantifiers
sort int_sort = ctx.int_sort();
func_decl f = ctx.function("f", int_sort, int_sort);
func_decl g = ctx.function("g", int_sort, int_sort);
expr x = ctx.int_const("x");
// Add multiple quantified axioms
s.add(forall(x, f(x) >= x)); // f(x) is at least x
s.add(forall(x, g(x) <= x)); // g(x) is at most x
// Add constraints to trigger instantiations
expr a = ctx.int_const("a");
expr b = ctx.int_const("b");
s.add(f(a) < 5);
s.add(g(b) > 10);
s.add(a == 2);
s.add(b == 8);
cout << "Solving with full logging enabled..." << endl;
check_result result = s.check();
cout << "Result: " << result << endl;
// Analyze logged patterns
cout << endl << "Instantiation Analysis:" << endl;
cout << "Total instantiations logged: " << instantiation_log.size() << endl;
// Group by quantifier
map<string, vector<string>> by_quantifier;
for (const auto& entry : instantiation_log) {
by_quantifier[entry.first].push_back(entry.second);
}
for (const auto& pair : by_quantifier) {
cout << endl << "Quantifier: " << pair.first << endl;
cout << " Instantiations (" << pair.second.size() << "):" << endl;
for (size_t i = 0; i < pair.second.size(); ++i) {
cout << " " << (i + 1) << ". " << pair.second[i] << endl;
}
}
}
int main() {
try {
// Run all examples
example_basic_control();
example_advanced_filtering();
example_logging();
cout << endl << string(60, '=') << endl;
cout << "All examples completed successfully!" << endl;
cout << string(60, '=') << endl;
} catch (exception& e) {
cout << "Exception: " << e.what() << endl;
return 1;
}
return 0;
}