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//! Property Directed Reachability (PDR/IC3) algorithm.
//!
//! This implements the Spacer algorithm for solving Constrained Horn Clauses.
//!
//! Reference: Z3's `muz/spacer/spacer_context.cpp`
//!
//! ## Algorithm Overview
//!
//! 1. Initialize: F_0 = Init, F_i = True for i > 0
//! 2. Main loop:
//! a. Check if Bad is reachable from F_N
//! b. If reachable: create POB and try to block
//! c. If blocked: propagate lemmas, check for fixpoint
//! d. If fixpoint: SAFE
//! e. If counterexample: UNSAFE
use crate::chc::{ChcSystem, PredId, PredicateApp, Rule};
use crate::frames::{FrameManager, LemmaId};
use crate::pob::{PobId, PobManager};
use crate::reach::{CexState, Counterexample, ReachFactStore};
use crate::smt::{SmtError, SmtSolver};
use oxiz_core::{TermId, TermManager};
use smallvec::SmallVec;
use thiserror::Error;
use tracing::{debug, trace};
/// Errors that can occur during Spacer solving
#[derive(Error, Debug)]
pub enum SpacerError {
/// The CHC system is empty
#[error("empty CHC system")]
EmptySystem,
/// No query found in the system
#[error("no query found in CHC system")]
NoQuery,
/// SMT solver error
#[error("SMT solver error: {0}")]
SolverError(String),
/// SMT error from solver
#[error("SMT error: {0}")]
Smt(#[from] SmtError),
/// Resource limit exceeded
#[error("resource limit exceeded")]
ResourceLimit,
/// Internal error
#[error("internal error: {0}")]
Internal(String),
}
/// Result of Spacer solving
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum SpacerResult {
/// Property holds - system is safe
/// Contains inductive invariants for each predicate
Safe,
/// Counterexample found - system is unsafe
Unsafe,
/// Could not determine within resource limits
Unknown,
}
/// Configuration for Spacer
#[derive(Debug, Clone)]
pub struct SpacerConfig {
/// Maximum number of frames
pub max_level: u32,
/// Maximum number of POBs to process
pub max_pobs: u32,
/// Maximum number of SMT queries
pub max_smt_queries: u32,
/// Enable inductive generalization
pub use_inductive_gen: bool,
/// Enable counterexample-guided abstraction refinement
pub use_cegar: bool,
/// Verbosity level (0 = quiet, 1 = normal, 2 = verbose)
pub verbosity: u32,
}
impl Default for SpacerConfig {
fn default() -> Self {
Self {
max_level: 1000,
max_pobs: 100000,
max_smt_queries: 1_000_000,
use_inductive_gen: true,
use_cegar: true,
verbosity: 0,
}
}
}
/// Statistics from Spacer solving
#[derive(Debug, Clone, Default)]
pub struct SpacerStats {
/// Number of frames created
pub num_frames: u32,
/// Number of lemmas learned
pub num_lemmas: u32,
/// Number of inductive lemmas
pub num_inductive: u32,
/// Number of POBs processed
pub num_pobs: u32,
/// Number of POBs blocked
pub num_blocked: u32,
/// Number of SMT queries
pub num_smt_queries: u32,
/// Number of propagation attempts
pub num_propagations: u32,
/// Number of POBs subsumed
pub num_subsumed: u32,
/// Number of MIC (minimal inductive core) attempts
pub num_mic_attempts: u32,
/// Number of CTG (counterexample-guided) strengthenings
pub num_ctg_strengthenings: u32,
/// Number of lazy model extractions deferred
pub num_lazy_models_deferred: u32,
/// Number of lazy generalizations deferred
pub num_lazy_generalizations_deferred: u32,
/// Number of under-approximation states tracked
pub num_under_approx_states: u32,
/// Number of under-approximation cache hits
pub num_under_approx_hits: u32,
/// Number of SMT queries avoided via under-approximation
pub num_under_approx_avoided_queries: u32,
/// Total solving time (microseconds)
pub total_time_us: u64,
/// Time spent in reachability checks (microseconds)
pub reachability_time_us: u64,
/// Time spent in blocking (microseconds)
pub blocking_time_us: u64,
/// Time spent in propagation (microseconds)
pub propagation_time_us: u64,
/// Time spent in generalization (microseconds)
pub generalization_time_us: u64,
}
/// The Spacer solver for Constrained Horn Clauses
pub struct Spacer<'a> {
/// Term manager for creating formulas
terms: &'a mut TermManager,
/// The CHC system to solve
system: &'a ChcSystem,
/// Configuration
config: SpacerConfig,
/// Frame manager
frames: FrameManager,
/// POB manager
pobs: PobManager,
/// Reach facts
reach_facts: ReachFactStore,
/// Statistics
stats: SpacerStats,
/// Current counterexample (if found)
counterexample: Option<Counterexample>,
}
impl<'a> Spacer<'a> {
/// Create a new Spacer solver
pub fn new(terms: &'a mut TermManager, system: &'a ChcSystem) -> Self {
Self::with_config(terms, system, SpacerConfig::default())
}
/// Create a new Spacer solver with configuration
pub fn with_config(
terms: &'a mut TermManager,
system: &'a ChcSystem,
config: SpacerConfig,
) -> Self {
Self {
terms,
system,
config,
frames: FrameManager::new(),
pobs: PobManager::new(),
reach_facts: ReachFactStore::new(),
stats: SpacerStats::default(),
counterexample: None,
}
}
/// Solve the CHC system
pub fn solve(&mut self) -> Result<SpacerResult, SpacerError> {
// Validate system
if self.system.is_empty() {
// Empty system is trivially safe - nothing can go wrong
return Ok(SpacerResult::Safe);
}
if self.system.queries().next().is_none() {
return Err(SpacerError::NoQuery);
}
// Initialize frames for all predicates
self.initialize()?;
// Main PDR loop
loop {
// Check resource limits
if self.stats.num_frames > self.config.max_level {
return Ok(SpacerResult::Unknown);
}
if self.stats.num_pobs > self.config.max_pobs {
return Ok(SpacerResult::Unknown);
}
if self.stats.num_smt_queries > self.config.max_smt_queries {
return Ok(SpacerResult::Unknown);
}
// Try to find a counterexample at the current level
match self.check_reachability()? {
ReachabilityResult::Unreachable => {
// Try to propagate lemmas
if self.propagate()? {
// Fixpoint found - system is safe
return Ok(SpacerResult::Safe);
}
// Move to next level
self.frames.next_level();
self.stats.num_frames = self.stats.num_frames.saturating_add(1);
}
ReachabilityResult::Reachable(pob_id) => {
// Try to block the POB
match self.block(pob_id)? {
BlockResult::Blocked => {
// Continue processing POBs
}
BlockResult::Counterexample => {
// Real counterexample found
return Ok(SpacerResult::Unsafe);
}
}
}
}
}
}
/// Initialize the solver
fn initialize(&mut self) -> Result<(), SpacerError> {
// Initialize frames for all predicates
for pred in self.system.predicates() {
self.frames.get_or_create(pred.id);
}
// Process init rules to establish initial reach facts
for rule in self.system.entries() {
self.process_init_rule(rule)?;
}
Ok(())
}
/// Process an init rule
fn process_init_rule(&mut self, rule: &Rule) -> Result<(), SpacerError> {
if let Some(head_pred) = rule.head_predicate() {
// The constraint of the init rule defines initial states
let init_fact = rule.body.constraint;
self.reach_facts.add(head_pred, init_fact, rule.id, true);
}
Ok(())
}
/// Check reachability of bad states
fn check_reachability(&mut self) -> Result<ReachabilityResult, SpacerError> {
let level = self.frames.current_level();
// Check each query rule
for query in self.system.queries() {
// Get body predicates of the query
for body_app in &query.body.predicates {
// Check if bad state is reachable at current level
// Pass the query constraint to properly check reachability
if self.is_bad_reachable(body_app, query.body.constraint, level)? {
// Create a POB for the bad state
let pob_id = self.pobs.create(
body_app.pred,
query.body.constraint,
level,
0, // depth 0 for initial POBs
);
self.stats.num_pobs = self.stats.num_pobs.saturating_add(1);
return Ok(ReachabilityResult::Reachable(pob_id));
}
}
}
Ok(ReachabilityResult::Unreachable)
}
/// Check if a bad state is reachable
fn is_bad_reachable(
&mut self,
app: &PredicateApp,
query_constraint: TermId,
level: u32,
) -> Result<bool, SpacerError> {
// Build frame formula for this predicate at this level
let frame_formula = self.build_frame_formula(app.pred, level);
// Create temporary SMT solver for this query
let mut smt = SmtSolver::new(self.terms, self.system);
// Query: Is F_level(pred) /\ query_constraint SAT?
// This checks if the bad state (defined by query_constraint) is reachable
// given the current invariant approximation (frame_formula)
let is_sat =
match smt.is_state_reachable(app.pred, query_constraint, level, frame_formula)? {
Some(_model) => {
debug!("Bad state reachable at level {}", level);
true
}
None => false,
};
self.stats.num_smt_queries = self.stats.num_smt_queries.saturating_add(1);
Ok(is_sat)
}
/// Block a proof obligation
fn block(&mut self, pob_id: PobId) -> Result<BlockResult, SpacerError> {
// Extract POB data first to avoid holding borrow
let (level, pred, post) = {
let pob = self
.pobs
.get(pob_id)
.ok_or_else(|| SpacerError::Internal("POB not found".to_string()))?;
(pob.level(), pob.pred, pob.post)
};
// Check if already blocked by existing lemma
if self.is_blocked_by_lemma(pred, post, level)? {
if let Some(lemma_id) = self.find_blocking_lemma(pred, post, level) {
self.pobs.close(pob_id, lemma_id);
self.stats.num_blocked = self.stats.num_blocked.saturating_add(1);
}
return Ok(BlockResult::Blocked);
}
// Level 0: must check if truly reachable from init
if level == 0 {
// Check if the bad state is satisfiable with initial states
if self.is_init_reachable(pred, post)? {
// Construct counterexample
self.build_counterexample(pob_id)?;
return Ok(BlockResult::Counterexample);
}
}
// Try to find a predecessor
match self.find_predecessor(pob_id)? {
Some(pred_pob_id) => {
// Found predecessor - need to block it first
// Recursively block the predecessor
self.block(pred_pob_id)
}
None => {
// No predecessor found - can generate blocking lemma
let lemma = self.generalize_blocking_lemma(pob_id)?;
let lemma_id = self.frames.add_lemma(pred, lemma, level);
self.pobs.close(pob_id, lemma_id);
self.stats.num_blocked = self.stats.num_blocked.saturating_add(1);
self.stats.num_lemmas = self.stats.num_lemmas.saturating_add(1);
Ok(BlockResult::Blocked)
}
}
}
/// Check if a state is blocked by an existing lemma
fn is_blocked_by_lemma(
&mut self,
pred: PredId,
state: TermId,
level: u32,
) -> Result<bool, SpacerError> {
// Check if any lemma at this level or higher blocks the state
if let Some(pred_frames) = self.frames.get(pred) {
// Collect lemma formulas to check
let lemmas: Vec<TermId> = pred_frames
.lemmas_geq_level(level)
.map(|l| l.formula)
.collect();
// Check each lemma
for lemma in lemmas {
let mut smt = SmtSolver::new(self.terms, self.system);
if smt.is_blocked_by(lemma, state)? {
self.stats.num_smt_queries = self.stats.num_smt_queries.saturating_add(1);
return Ok(true);
}
self.stats.num_smt_queries = self.stats.num_smt_queries.saturating_add(1);
}
}
Ok(false)
}
/// Find a lemma that blocks a state
fn find_blocking_lemma(&self, pred: PredId, _state: TermId, level: u32) -> Option<LemmaId> {
// Find the first lemma that blocks the state
// In a full implementation, we would check each lemma to see if it blocks the state
// For now, return the first lemma at the level (if any)
if let Some(pred_frames) = self.frames.get(pred) {
pred_frames
.lemmas_geq_level(level)
.next()
.map(|lemma| lemma.id)
} else {
None
}
}
/// Check if a state is reachable from initial states
fn is_init_reachable(&mut self, pred: PredId, _state: TermId) -> Result<bool, SpacerError> {
// Check if state is satisfiable with init reach facts
for _fact in self.reach_facts.for_pred(pred) {
// In real implementation: check if fact /\ state is SAT
self.stats.num_smt_queries = self.stats.num_smt_queries.saturating_add(1);
}
Ok(false)
}
/// Find a predecessor state for a POB
fn find_predecessor(&mut self, pob_id: PobId) -> Result<Option<PobId>, SpacerError> {
// Extract POB info first to avoid holding borrow
let (pred, level, depth) = {
let pob = self
.pobs
.get(pob_id)
.ok_or_else(|| SpacerError::Internal("POB not found".to_string()))?;
(pob.pred, pob.level(), pob.depth())
};
if level == 0 {
return Ok(None);
}
// Collect rules that derive this predicate
let rules: Vec<_> = self.system.rules_by_head(pred).collect();
// Find rules that can derive this predicate
for rule in rules {
// Check if the transition is feasible
if self.is_transition_feasible(rule, pob_id)? {
// Create predecessor POBs for body predicates
// In full implementation, we'd create POBs for all body predicates
// For now, create POB for first body predicate (if any)
if let Some(first_body_app) = rule.body.predicates.first() {
let pred_pob = self.pobs.create_derived(
first_body_app.pred,
rule.body.constraint,
level - 1,
depth + 1,
pob_id,
);
self.stats.num_pobs = self.stats.num_pobs.saturating_add(1);
return Ok(Some(pred_pob));
}
}
}
Ok(None)
}
/// Check if a transition is feasible
fn is_transition_feasible(
&mut self,
_rule: &Rule,
_pob_id: PobId,
) -> Result<bool, SpacerError> {
// In real implementation:
// 1. Get current state from POB
// 2. Check if rule.body.constraint /\ F_{level-1}(body_preds) /\ post is SAT
self.stats.num_smt_queries = self.stats.num_smt_queries.saturating_add(1);
Ok(false)
}
/// Generalize a blocking lemma
fn generalize_blocking_lemma(&mut self, pob_id: PobId) -> Result<TermId, SpacerError> {
let pob = self
.pobs
.get(pob_id)
.ok_or_else(|| SpacerError::Internal("POB not found".to_string()))?;
// Basic generalization: negate the bad state
// In real implementation, apply inductive generalization
let lemma = self.terms.mk_not(pob.post);
if self.config.use_inductive_gen {
// Try to strengthen the lemma inductively
// This would involve MIC (Minimal Inductive Clause)
}
Ok(lemma)
}
/// Build a counterexample trace
fn build_counterexample(&mut self, pob_id: PobId) -> Result<(), SpacerError> {
let mut cex = Counterexample::new();
// Trace back from POB to initial state
let mut current = Some(pob_id);
while let Some(id) = current {
if let Some(pob) = self.pobs.get(id) {
cex.push(CexState {
pred: pob.pred,
state: pob.post,
rule: None,
assignments: SmallVec::new(),
});
current = pob.parent();
} else {
break;
}
}
cex.reverse();
self.counterexample = Some(cex);
Ok(())
}
/// Propagate lemmas to higher levels
fn propagate(&mut self) -> Result<bool, SpacerError> {
self.stats.num_propagations = self.stats.num_propagations.saturating_add(1);
// Try to push lemmas to higher levels
let current_level = self.frames.current_level();
for level in 1..=current_level {
let mut all_pushed = true;
// Collect all predicates to process
let pred_ids: Vec<_> = self.system.predicates().map(|p| p.id).collect();
for pred_id in pred_ids {
// Collect lemmas to push (immutable borrow)
let lemmas_to_push: Vec<_> = if let Some(pred_frames) = self.frames.get(pred_id) {
pred_frames.lemmas_at_level(level).map(|l| l.id).collect()
} else {
Vec::new()
};
// Check and propagate each lemma
for lemma_id in lemmas_to_push {
// Check if lemma can be pushed: F_level /\ T => lemma'
let can_push = self.can_push_lemma(pred_id, lemma_id, level)?;
if can_push {
if let Some(pred_frames) = self.frames.get_mut(pred_id) {
pred_frames.propagate(lemma_id, level + 1);
}
} else {
all_pushed = false;
}
}
}
// If all lemmas at this level were pushed, we found a fixpoint
if all_pushed && level == current_level {
// Mark all pushed lemmas as inductive
let pred_ids: Vec<_> = self.system.predicates().map(|p| p.id).collect();
for pred_id in pred_ids {
if let Some(pred_frames) = self.frames.get_mut(pred_id) {
pred_frames.propagate_to_infinity(level);
}
}
return Ok(true);
}
}
Ok(false)
}
/// Check if a lemma can be pushed to the next level
fn can_push_lemma(
&mut self,
pred: PredId,
lemma_id: LemmaId,
level: u32,
) -> Result<bool, SpacerError> {
// Get the lemma formula
let lemma = if let Some(pred_frames) = self.frames.get(pred) {
if let Some(lemma_data) = pred_frames.get_lemma(lemma_id) {
lemma_data.formula
} else {
return Ok(false);
}
} else {
return Ok(false);
};
// Build frame formula at current level
let frame_formula = self.build_frame_formula(pred, level);
// Check if lemma is inductive: F_level /\ T => lemma'
// This is checked by verifying UNSAT of: F_level /\ T /\ ¬lemma'
let mut smt = SmtSolver::new(self.terms, self.system);
let can_push = smt.is_lemma_inductive(pred, lemma, level, frame_formula)?;
self.stats.num_smt_queries = self.stats.num_smt_queries.saturating_add(1);
trace!(
"Lemma {:?} at level {} can_push: {}",
lemma_id, level, can_push
);
Ok(can_push)
}
/// Get the counterexample (if found)
#[must_use]
pub fn counterexample(&self) -> Option<&Counterexample> {
self.counterexample.as_ref()
}
/// Get statistics
#[must_use]
pub fn stats(&self) -> &SpacerStats {
&self.stats
}
/// Get inductive invariants for all predicates
pub fn invariants(&self) -> Vec<(PredId, Vec<TermId>)> {
let mut result = Vec::new();
for pred in self.system.predicates() {
if let Some(pred_frames) = self.frames.get(pred.id) {
let invs: Vec<TermId> = pred_frames.inductive_lemmas().map(|l| l.formula).collect();
if !invs.is_empty() {
result.push((pred.id, invs));
}
}
}
result
}
/// Reset the solver for a new run
pub fn reset(&mut self) {
self.frames.reset();
self.pobs.clear();
self.reach_facts.clear();
self.stats = SpacerStats::default();
self.counterexample = None;
}
/// Build a frame formula for a predicate at a given level
/// Returns the conjunction of all lemmas at level or higher
fn build_frame_formula(&mut self, pred: PredId, level: u32) -> TermId {
if let Some(pred_frames) = self.frames.get(pred) {
let lemmas: Vec<TermId> = pred_frames
.lemmas_geq_level(level)
.map(|l| l.formula)
.collect();
if lemmas.is_empty() {
// No lemmas, frame is true
self.terms.mk_true()
} else if lemmas.len() == 1 {
lemmas[0]
} else {
// Conjunction of all lemmas
self.terms.mk_and(lemmas)
}
} else {
// No frames for this predicate, return true
self.terms.mk_true()
}
}
}
/// Result of reachability check
enum ReachabilityResult {
/// Bad state is unreachable at current level
Unreachable,
/// Bad state is reachable, POB created
Reachable(PobId),
}
/// Result of blocking a POB
enum BlockResult {
/// POB was successfully blocked
Blocked,
/// A real counterexample was found
Counterexample,
}
/// Legacy interface for backward compatibility
pub struct LegacySpacer {
result: SpacerResult,
}
impl LegacySpacer {
/// Create a new legacy Spacer solver
pub fn new() -> Self {
Self {
result: SpacerResult::Unknown,
}
}
/// Solve (placeholder for legacy interface)
pub fn solve(&mut self) -> SpacerResult {
self.result.clone()
}
}
impl Default for LegacySpacer {
fn default() -> Self {
Self::new()
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::chc::PredicateApp;
#[test]
fn test_spacer_creation() {
let mut terms = TermManager::new();
let mut system = ChcSystem::new();
let inv = system.declare_predicate("Inv", [terms.sorts.int_sort]);
let x = terms.mk_var("x", terms.sorts.int_sort);
let zero = terms.mk_int(0);
let constraint = terms.mk_eq(x, zero);
system.add_init_rule(
[("x".to_string(), terms.sorts.int_sort)],
constraint,
inv,
[x],
);
let spacer = Spacer::new(&mut terms, &system);
assert_eq!(spacer.stats().num_frames, 0);
}
#[test]
fn test_spacer_config() {
let config = SpacerConfig {
max_level: 100,
max_pobs: 1000,
max_smt_queries: 10000,
use_inductive_gen: true,
use_cegar: false,
verbosity: 1,
};
assert_eq!(config.max_level, 100);
assert_eq!(config.max_smt_queries, 10000);
assert!(config.use_inductive_gen);
assert!(!config.use_cegar);
}
#[test]
fn test_spacer_empty_system() {
let mut terms = TermManager::new();
let system = ChcSystem::new();
let mut spacer = Spacer::new(&mut terms, &system);
let result = spacer.solve();
// Empty system is trivially safe - nothing can go wrong
assert!(matches!(result, Ok(SpacerResult::Safe)));
}
#[test]
fn test_spacer_no_query() {
let mut terms = TermManager::new();
let mut system = ChcSystem::new();
let inv = system.declare_predicate("Inv", [terms.sorts.int_sort]);
let x = terms.mk_var("x", terms.sorts.int_sort);
let constraint = terms.mk_true();
// Only init rule, no query
system.add_init_rule(
[("x".to_string(), terms.sorts.int_sort)],
constraint,
inv,
[x],
);
let mut spacer = Spacer::new(&mut terms, &system);
let result = spacer.solve();
assert!(matches!(result, Err(SpacerError::NoQuery)));
}
#[test]
#[ignore = "Requires complete arithmetic theory integration"]
fn test_spacer_simple_safe() {
let mut terms = TermManager::new();
let mut system = ChcSystem::new();
let inv = system.declare_predicate("Inv", [terms.sorts.int_sort]);
// Init: x = 0 => Inv(x)
let x = terms.mk_var("x", terms.sorts.int_sort);
let zero = terms.mk_int(0);
let init_constraint = terms.mk_eq(x, zero);
system.add_init_rule(
[("x".to_string(), terms.sorts.int_sort)],
init_constraint,
inv,
[x],
);
// Trans: Inv(x) /\ x' = x + 1 /\ x' < 10 => Inv(x')
let x_prime = terms.mk_var("x'", terms.sorts.int_sort);
let one = terms.mk_int(1);
let ten = terms.mk_int(10);
let x_plus_one = terms.mk_add([x, one]);
let trans_eq = terms.mk_eq(x_prime, x_plus_one);
let bound = terms.mk_lt(x_prime, ten);
let trans_constraint = terms.mk_and([trans_eq, bound]);
system.add_transition_rule(
[
("x".to_string(), terms.sorts.int_sort),
("x'".to_string(), terms.sorts.int_sort),
],
[PredicateApp::new(inv, [x])],
trans_constraint,
inv,
[x_prime],
);
// Query: Inv(x) /\ x < 0 => false
let neg_constraint = terms.mk_lt(x, zero);
system.add_query(
[("x".to_string(), terms.sorts.int_sort)],
[PredicateApp::new(inv, [x])],
neg_constraint,
);
let mut spacer = Spacer::new(&mut terms, &system);
let result = spacer.solve();
// The system should be safe (x >= 0 is invariant)
// Note: With placeholder SMT, this returns Safe due to is_bad_reachable returning false
assert!(matches!(result, Ok(SpacerResult::Safe)));
}
#[test]
fn test_legacy_spacer() {
let spacer = LegacySpacer::new();
assert!(matches!(spacer.result, SpacerResult::Unknown));
}
}