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//! SMT Solver Backend Integration
//!
//! Provides integration with SMT solvers (Z3, CVC5, etc.) for formal
//! constraint satisfaction and verification.
use crate::ir::{ConstraintIR, TheoryTag};
use crate::surrogate::SolutionResult;
use anyhow::{Context, Result};
use serde::{Deserialize, Serialize};
use std::collections::HashMap;
use std::time::{Duration, Instant};
// use z3::{ast, Config, Context as Z3Context, Solver}; // Commented out for now
/// SMT solver backend configuration
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct SmtBackendConfig {
/// Timeout for solver calls in milliseconds
pub timeout_ms: u64,
/// Maximum number of solver instances to pool
pub max_solver_pool: usize,
/// Enable incremental solving
pub incremental: bool,
/// Z3 specific options
pub z3_options: HashMap<String, String>,
}
impl Default for SmtBackendConfig {
fn default() -> Self {
let mut z3_options = HashMap::new();
z3_options.insert("model".to_string(), "true".to_string());
z3_options.insert("proof".to_string(), "false".to_string());
Self {
timeout_ms: 5000,
max_solver_pool: 4,
incremental: true,
z3_options,
}
}
}
/// SMT solver backend (Z3 integration placeholder)
pub struct SmtBackend {
config: SmtBackendConfig,
// z3_context: Z3Context, // Commented out for now
}
impl SmtBackend {
pub fn new(config: SmtBackendConfig) -> Result<Self> {
// TODO: Initialize Z3 when available
Ok(Self {
config,
// z3_context,
})
}
/// Solve constraints using appropriate SMT solver
pub async fn solve(&self, constraints: &ConstraintIR) -> Result<SolutionResult> {
let start_time = Instant::now();
// Route to appropriate solver based on theory tags
let solver_type = self.select_solver(&constraints.theory_tags);
let result = match solver_type {
SolverType::Z3 => self.solve_with_z3(constraints).await?,
SolverType::CVC5 => {
// TODO: Implement CVC5 integration
return Err(anyhow::anyhow!("CVC5 not yet implemented"));
}
};
let solve_time = start_time.elapsed();
// Update result with actual solving time
let mut final_result = result;
final_result.estimated_time_ms = solve_time.as_millis() as f64;
Ok(final_result)
}
/// Select appropriate solver based on theory tags
fn select_solver(&self, theory_tags: &[TheoryTag]) -> SolverType {
// For now, always use Z3 as it's the most general-purpose
// TODO: Implement more sophisticated solver selection
for tag in theory_tags {
match tag {
TheoryTag::BV => return SolverType::Z3, // Could route to Boolector
TheoryTag::String => return SolverType::Z3, // Could route to CVC5
_ => {}
}
}
SolverType::Z3
}
/// Solve using Z3 SMT solver
async fn solve_with_z3(&self, constraints: &ConstraintIR) -> Result<SolutionResult> {
let solver = Solver::new(&self.z3_context);
// Set timeout
solver.set_timeout(Duration::from_millis(self.config.timeout_ms));
// Convert constraint IR to Z3 AST
let (z3_vars, z3_constraints) = self.constraints_to_z3(constraints)?;
// Add constraints to solver
for constraint in z3_constraints {
solver.assert(&constraint);
}
// Check satisfiability
let satisfiable = match solver.check() {
z3::SatResult::Sat => true,
z3::SatResult::Unsat => false,
z3::SatResult::Unknown => {
return Err(anyhow::anyhow!(
"Solver returned unknown (possibly timeout)"
));
}
};
let mut assignment = HashMap::new();
if satisfiable {
if let Some(model) = solver.get_model() {
// Extract variable assignments from model
for (var_name, z3_var) in z3_vars {
if let Some(value) = model.eval(&z3_var, true) {
let solution_value = self.z3_value_to_solution_value(&value)?;
assignment.insert(var_name, solution_value);
}
}
}
}
Ok(SolutionResult {
satisfiable,
assignment,
confidence: 1.0, // SMT solver results are definitive
estimated_time_ms: 0.0, // Will be updated by caller
method: "Z3-Direct".to_string(),
winning_branch_id: Some("Z3".to_string()),
winning_strategy: Some("SMT".to_string()),
winning_backend: Some("Z3".to_string()),
variable_ranges: None,
})
}
/// Convert constraint IR to Z3 AST
fn constraints_to_z3(
&self,
constraints: &ConstraintIR,
) -> Result<(HashMap<String, ast::Dynamic>, Vec<ast::Bool>)> {
let mut z3_vars = HashMap::new();
let mut z3_constraints = Vec::new();
// Create Z3 variables
for (var_id, variable) in &constraints.variables {
let var_name = format!("v{}", var_id.0);
let z3_var = match &variable.domain {
crate::ir::Domain::Boolean => {
ast::Bool::new_const(&self.z3_context, &var_name).into()
}
crate::ir::Domain::Integer { min: _, max: _ } => {
ast::Int::new_const(&self.z3_context, &var_name).into()
}
crate::ir::Domain::Real { min: _, max: _ } => {
ast::Real::new_const(&self.z3_context, &var_name).into()
}
crate::ir::Domain::BitVector { width } => {
ast::BV::new_const(&self.z3_context, &var_name, *width).into()
}
_ => {
return Err(anyhow::anyhow!(
"Unsupported domain type for variable {}",
var_name
));
}
};
z3_vars.insert(var_name, z3_var);
}
// Convert constraints (simplified for now)
for constraint in &constraints.constraints {
if let Some(z3_constraint) = self.constraint_to_z3(constraint, &z3_vars)? {
z3_constraints.push(z3_constraint);
}
}
Ok((z3_vars, z3_constraints))
}
/// Convert single constraint to Z3 (simplified implementation)
fn constraint_to_z3(
&self,
constraint: &crate::ir::Constraint,
_z3_vars: &HashMap<String, ast::Dynamic>,
) -> Result<Option<ast::Bool>> {
// TODO: Implement full constraint translation
// For now, return a trivial constraint
match constraint {
crate::ir::Constraint::Equal { lhs: _, rhs: _ } => {
// Create a simple true constraint as placeholder
Ok(Some(ast::Bool::from_bool(&self.z3_context, true)))
}
_ => {
// Skip other constraint types for now
Ok(None)
}
}
}
/// Convert Z3 value to solution value
fn z3_value_to_solution_value(
&self,
z3_value: &ast::Dynamic,
) -> Result<crate::surrogate::SolutionValue> {
// TODO: Implement proper Z3 value extraction
// For now, return a default value
Ok(crate::surrogate::SolutionValue::Integer(0))
}
}
/// Supported SMT solver types
#[derive(Debug, Clone, Copy)]
enum SolverType {
Z3,
CVC5,
}