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drat_checker.cc
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// Copyright 2010-2022 Google LLC
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#include "ortools/sat/drat_checker.h"
#include <stddef.h>
#include <algorithm>
#include <cmath>
#include <cstdint>
#include <fstream>
#include <limits>
#include <string>
#include <utility>
#include <vector>
#include "absl/container/flat_hash_set.h"
#include "absl/strings/numbers.h"
#include "absl/strings/str_split.h"
#include "absl/strings/string_view.h"
#include "absl/time/clock.h"
#include "absl/types/span.h"
#include "ortools/base/hash.h"
#include "ortools/base/logging.h"
#include "ortools/base/strong_vector.h"
#include "ortools/sat/sat_base.h"
#include "ortools/util/strong_integers.h"
#include "ortools/util/time_limit.h"
namespace operations_research {
namespace sat {
DratChecker::Clause::Clause(int first_literal_index, int num_literals)
: first_literal_index(first_literal_index), num_literals(num_literals) {}
std::size_t DratChecker::ClauseHash::operator()(
const ClauseIndex clause_index) const {
size_t hash = 0;
for (Literal literal : checker->Literals(checker->clauses_[clause_index])) {
hash = util_hash::Hash(literal.Index().value(), hash);
}
return hash;
}
bool DratChecker::ClauseEquiv::operator()(
const ClauseIndex clause_index1, const ClauseIndex clause_index2) const {
return checker->Literals(checker->clauses_[clause_index1]) ==
checker->Literals(checker->clauses_[clause_index2]);
}
DratChecker::DratChecker()
: first_infered_clause_index_(kNoClauseIndex),
clause_set_(0, ClauseHash(this), ClauseEquiv(this)),
num_variables_(0) {}
bool DratChecker::Clause::IsDeleted(ClauseIndex clause_index) const {
return deleted_index <= clause_index;
}
void DratChecker::AddProblemClause(absl::Span<const Literal> clause) {
DCHECK_EQ(first_infered_clause_index_, kNoClauseIndex);
const ClauseIndex clause_index = AddClause(clause);
const auto it = clause_set_.find(clause_index);
if (it != clause_set_.end()) {
clauses_[*it].num_copies += 1;
RemoveLastClause();
} else {
clause_set_.insert(clause_index);
}
}
void DratChecker::AddInferedClause(absl::Span<const Literal> clause) {
const ClauseIndex infered_clause_index = AddClause(clause);
if (first_infered_clause_index_ == kNoClauseIndex) {
first_infered_clause_index_ = infered_clause_index;
}
const auto it = clause_set_.find(infered_clause_index);
if (it != clause_set_.end()) {
clauses_[*it].num_copies += 1;
if (*it >= first_infered_clause_index_ && !clause.empty()) {
CHECK_EQ(clauses_[*it].rat_literal_index, clause[0].Index());
}
RemoveLastClause();
} else {
clauses_[infered_clause_index].rat_literal_index =
clause.empty() ? kNoLiteralIndex : clause[0].Index();
clause_set_.insert(infered_clause_index);
}
}
ClauseIndex DratChecker::AddClause(absl::Span<const Literal> clause) {
const int first_literal_index = literals_.size();
literals_.insert(literals_.end(), clause.begin(), clause.end());
// Sort the input clause in strictly increasing order (by sorting and then
// removing the duplicate literals).
std::sort(literals_.begin() + first_literal_index, literals_.end());
literals_.erase(
std::unique(literals_.begin() + first_literal_index, literals_.end()),
literals_.end());
for (int i = first_literal_index + 1; i < literals_.size(); ++i) {
CHECK(literals_[i] != literals_[i - 1].Negated());
}
clauses_.push_back(
Clause(first_literal_index, literals_.size() - first_literal_index));
if (!clause.empty()) {
num_variables_ =
std::max(num_variables_, literals_.back().Variable().value() + 1);
}
return ClauseIndex(clauses_.size() - 1);
}
void DratChecker::DeleteClause(absl::Span<const Literal> clause) {
// Temporarily add 'clause' to find if it has been previously added.
const auto it = clause_set_.find(AddClause(clause));
if (it != clause_set_.end()) {
Clause& existing_clause = clauses_[*it];
existing_clause.num_copies -= 1;
if (existing_clause.num_copies == 0) {
DCHECK(existing_clause.deleted_index == std::numeric_limits<int>::max());
existing_clause.deleted_index = clauses_.size() - 1;
if (clauses_.back().num_literals >= 2) {
clauses_[ClauseIndex(clauses_.size() - 2)].deleted_clauses.push_back(
*it);
}
clause_set_.erase(it);
}
} else {
LOG(WARNING) << "Couldn't find deleted clause";
}
// Delete 'clause' and its literals.
RemoveLastClause();
}
void DratChecker::RemoveLastClause() {
literals_.resize(clauses_.back().first_literal_index);
clauses_.pop_back();
}
// See Algorithm of Fig. 8 in 'Trimming while Checking Clausal Proofs'.
DratChecker::Status DratChecker::Check(double max_time_in_seconds) {
// First check that the last infered clause is empty (this implies there
// should be at least one infered clause), and mark it as needed for the
// proof.
if (clauses_.empty() || first_infered_clause_index_ == kNoClauseIndex ||
clauses_.back().num_literals != 0) {
return Status::INVALID;
}
clauses_.back().is_needed_for_proof = true;
// Checks the infered clauses in reversed order. The advantage of this order
// is that when checking a clause, one can mark all the clauses that are used
// to check it. In turn, only these marked clauses need to be checked (and so
// on recursively). By contrast, a forward iteration needs to check all the
// clauses.
const int64_t start_time_nanos = absl::GetCurrentTimeNanos();
TimeLimit time_limit(max_time_in_seconds);
Init();
for (ClauseIndex i(clauses_.size() - 1); i >= first_infered_clause_index_;
--i) {
if (time_limit.LimitReached()) {
return Status::UNKNOWN;
}
const Clause& clause = clauses_[i];
// Start watching the literals of the clauses that were deleted just after
// this one, and which are now no longer deleted.
for (const ClauseIndex j : clause.deleted_clauses) {
WatchClause(j);
}
if (!clause.is_needed_for_proof) {
continue;
}
// 'clause' must have either the Reverse Unit Propagation (RUP) property:
if (HasRupProperty(i, Literals(clause))) {
continue;
}
// or the Reverse Asymmetric Tautology (RAT) property. This property is
// defined by the fact that all clauses which contain the negation of
// the RAT literal of 'clause', after resolution with 'clause', must have
// the RUP property.
// Note from 'DRAT-trim: Efficient Checking and Trimming Using Expressive
// Clausal Proofs': "[in order] to access to all clauses containing the
// negation of the resolution literal, one could build a literal-to-clause
// lookup table of the original formula and update it after each lemma
// addition and deletion step. However, these updates can be expensive and
// the lookup table potentially doubles the memory usage of the tool.
// Since most lemmas emitted by state-of-the-art SAT solvers can be
// validated using the RUP check, such a lookup table has been omitted."
if (clause.rat_literal_index == kNoLiteralIndex) return Status::INVALID;
++num_rat_checks_;
std::vector<Literal> resolvent;
for (ClauseIndex j(0); j < i; ++j) {
if (!clauses_[j].IsDeleted(i) &&
ContainsLiteral(Literals(clauses_[j]),
Literal(clause.rat_literal_index).Negated())) {
// Check that the resolvent has the RUP property.
if (!Resolve(Literals(clause), Literals(clauses_[j]),
Literal(clause.rat_literal_index), &tmp_assignment_,
&resolvent) ||
!HasRupProperty(i, resolvent)) {
return Status::INVALID;
}
}
}
}
LogStatistics(absl::GetCurrentTimeNanos() - start_time_nanos);
return Status::VALID;
}
std::vector<std::vector<Literal>> DratChecker::GetUnsatSubProblem() const {
return GetClausesNeededForProof(ClauseIndex(0), first_infered_clause_index_);
}
std::vector<std::vector<Literal>> DratChecker::GetOptimizedProof() const {
return GetClausesNeededForProof(first_infered_clause_index_,
ClauseIndex(clauses_.size()));
}
std::vector<std::vector<Literal>> DratChecker::GetClausesNeededForProof(
ClauseIndex begin, ClauseIndex end) const {
std::vector<std::vector<Literal>> result;
for (ClauseIndex i = begin; i < end; ++i) {
const Clause& clause = clauses_[i];
if (clause.is_needed_for_proof) {
const absl::Span<const Literal>& literals = Literals(clause);
result.emplace_back(literals.begin(), literals.end());
if (clause.rat_literal_index != kNoLiteralIndex) {
const int rat_literal_clause_index =
std::find(literals.begin(), literals.end(),
Literal(clause.rat_literal_index)) -
literals.begin();
std::swap(result.back()[0], result.back()[rat_literal_clause_index]);
}
}
}
return result;
}
absl::Span<const Literal> DratChecker::Literals(const Clause& clause) const {
return absl::Span<const Literal>(
literals_.data() + clause.first_literal_index, clause.num_literals);
}
void DratChecker::Init() {
assigned_.clear();
assignment_.Resize(num_variables_);
assignment_source_.resize(num_variables_, kNoClauseIndex);
high_priority_literals_to_assign_.clear();
low_priority_literals_to_assign_.clear();
watched_literals_.clear();
watched_literals_.resize(2 * num_variables_);
single_literal_clauses_.clear();
unit_stack_.clear();
tmp_assignment_.Resize(num_variables_);
num_rat_checks_ = 0;
for (ClauseIndex clause_index(0); clause_index < clauses_.size();
++clause_index) {
Clause& clause = clauses_[clause_index];
if (clause.num_literals >= 2) {
// Don't watch the literals of the deleted clauses right away, instead
// watch them when these clauses become 'undeleted' in backward checking.
if (clause.deleted_index == std::numeric_limits<int>::max()) {
WatchClause(clause_index);
}
} else if (clause.num_literals == 1) {
single_literal_clauses_.push_back(clause_index);
}
}
}
void DratChecker::WatchClause(ClauseIndex clause_index) {
const Literal* clause_literals =
literals_.data() + clauses_[clause_index].first_literal_index;
watched_literals_[clause_literals[0].Index()].push_back(clause_index);
watched_literals_[clause_literals[1].Index()].push_back(clause_index);
}
bool DratChecker::HasRupProperty(ClauseIndex num_clauses,
absl::Span<const Literal> clause) {
ClauseIndex conflict = kNoClauseIndex;
for (const Literal literal : clause) {
conflict =
AssignAndPropagate(num_clauses, literal.Negated(), kNoClauseIndex);
if (conflict != kNoClauseIndex) {
break;
}
}
for (const ClauseIndex clause_index : single_literal_clauses_) {
const Clause& clause = clauses_[clause_index];
// TODO(user): consider ignoring the deletion of single literal clauses
// as done in drat-trim.
if (clause_index < num_clauses && !clause.IsDeleted(num_clauses)) {
if (clause.is_needed_for_proof) {
high_priority_literals_to_assign_.push_back(
{literals_[clause.first_literal_index], clause_index});
} else {
low_priority_literals_to_assign_.push_back(
{literals_[clause.first_literal_index], clause_index});
}
}
}
while (!(high_priority_literals_to_assign_.empty() &&
low_priority_literals_to_assign_.empty()) &&
conflict == kNoClauseIndex) {
std::vector<LiteralToAssign>& stack =
high_priority_literals_to_assign_.empty()
? low_priority_literals_to_assign_
: high_priority_literals_to_assign_;
const LiteralToAssign literal_to_assign = stack.back();
stack.pop_back();
if (assignment_.LiteralIsAssigned(literal_to_assign.literal)) {
// If the literal to assign to true is already assigned to false, we found
// a conflict, with the source clause of this previous assignment.
if (assignment_.LiteralIsFalse(literal_to_assign.literal)) {
conflict = literal_to_assign.source_clause_index;
break;
} else {
continue;
}
}
DCHECK(literal_to_assign.source_clause_index != kNoClauseIndex);
unit_stack_.push_back(literal_to_assign.source_clause_index);
conflict = AssignAndPropagate(num_clauses, literal_to_assign.literal,
literal_to_assign.source_clause_index);
}
if (conflict != kNoClauseIndex) {
MarkAsNeededForProof(&clauses_[conflict]);
}
for (const Literal literal : assigned_) {
assignment_.UnassignLiteral(literal);
}
assigned_.clear();
high_priority_literals_to_assign_.clear();
low_priority_literals_to_assign_.clear();
unit_stack_.clear();
return conflict != kNoClauseIndex;
}
ClauseIndex DratChecker::AssignAndPropagate(ClauseIndex num_clauses,
Literal literal,
ClauseIndex source_clause_index) {
assigned_.push_back(literal);
assignment_.AssignFromTrueLiteral(literal);
assignment_source_[literal.Variable()] = source_clause_index;
const Literal false_literal = literal.Negated();
std::vector<ClauseIndex>& watched = watched_literals_[false_literal.Index()];
int new_watched_size = 0;
ClauseIndex conflict_index = kNoClauseIndex;
for (const ClauseIndex clause_index : watched) {
if (clause_index >= num_clauses) {
// Stop watching the literals of clauses which cannot possibly be
// necessary to check the rest of the proof.
continue;
}
Clause& clause = clauses_[clause_index];
DCHECK(!clause.IsDeleted(num_clauses));
if (conflict_index != kNoClauseIndex) {
watched[new_watched_size++] = clause_index;
continue;
}
Literal* clause_literals = literals_.data() + clause.first_literal_index;
const Literal other_watched_literal(LiteralIndex(
clause_literals[0].Index().value() ^
clause_literals[1].Index().value() ^ false_literal.Index().value()));
if (assignment_.LiteralIsTrue(other_watched_literal)) {
watched[new_watched_size++] = clause_index;
continue;
}
bool new_watched_literal_found = false;
for (int i = 2; i < clause.num_literals; ++i) {
if (!assignment_.LiteralIsFalse(clause_literals[i])) {
clause_literals[0] = other_watched_literal;
clause_literals[1] = clause_literals[i];
clause_literals[i] = false_literal;
watched_literals_[clause_literals[1].Index()].push_back(clause_index);
new_watched_literal_found = true;
break;
}
}
if (!new_watched_literal_found) {
if (assignment_.LiteralIsFalse(other_watched_literal)) {
// 'clause' is falsified with 'assignment_', we found a conflict.
// TODO(user): test moving the rest of the vector here and
// returning right away.
conflict_index = clause_index;
} else {
DCHECK(!assignment_.LiteralIsAssigned(other_watched_literal));
// 'clause' is unit, push its unit literal on
// 'literals_to_assign_high_priority' or
// 'literals_to_assign_low_priority' to assign it to true and propagate
// it in a later call to AssignAndPropagate().
if (clause.is_needed_for_proof) {
high_priority_literals_to_assign_.push_back(
{other_watched_literal, clause_index});
} else {
low_priority_literals_to_assign_.push_back(
{other_watched_literal, clause_index});
}
}
watched[new_watched_size++] = clause_index;
}
}
watched.resize(new_watched_size);
return conflict_index;
}
void DratChecker::MarkAsNeededForProof(Clause* clause) {
const auto mark_clause_and_sources = [&](Clause* clause) {
clause->is_needed_for_proof = true;
for (const Literal literal : Literals(*clause)) {
const ClauseIndex source_clause_index =
assignment_source_[literal.Variable()];
if (source_clause_index != kNoClauseIndex) {
clauses_[source_clause_index].tmp_is_needed_for_proof_step = true;
}
}
};
mark_clause_and_sources(clause);
for (int i = unit_stack_.size() - 1; i >= 0; --i) {
Clause& unit_clause = clauses_[unit_stack_[i]];
if (unit_clause.tmp_is_needed_for_proof_step) {
mark_clause_and_sources(&unit_clause);
// We can clean this flag here without risking missing clauses needed for
// the proof, because the clauses needed for a clause C are always lower
// than C in the stack.
unit_clause.tmp_is_needed_for_proof_step = false;
}
}
}
void DratChecker::LogStatistics(int64_t duration_nanos) const {
int problem_clauses_needed_for_proof = 0;
int infered_clauses_needed_for_proof = 0;
for (ClauseIndex i(0); i < clauses_.size(); ++i) {
if (clauses_[i].is_needed_for_proof) {
if (i < first_infered_clause_index_) {
++problem_clauses_needed_for_proof;
} else {
++infered_clauses_needed_for_proof;
}
}
}
LOG(INFO) << problem_clauses_needed_for_proof
<< " problem clauses needed for proof, out of "
<< first_infered_clause_index_;
LOG(INFO) << infered_clauses_needed_for_proof
<< " infered clauses needed for proof, out of "
<< clauses_.size() - first_infered_clause_index_;
LOG(INFO) << num_rat_checks_ << " RAT infered clauses";
LOG(INFO) << "verification time: " << 1e-9 * duration_nanos << " s";
}
bool ContainsLiteral(absl::Span<const Literal> clause, Literal literal) {
return std::find(clause.begin(), clause.end(), literal) != clause.end();
}
bool Resolve(absl::Span<const Literal> clause,
absl::Span<const Literal> other_clause,
Literal complementary_literal, VariablesAssignment* assignment,
std::vector<Literal>* resolvent) {
DCHECK(ContainsLiteral(clause, complementary_literal));
DCHECK(ContainsLiteral(other_clause, complementary_literal.Negated()));
resolvent->clear();
for (const Literal literal : clause) {
if (literal != complementary_literal) {
// Temporary assignment used to do the checks below in linear time.
assignment->AssignFromTrueLiteral(literal);
resolvent->push_back(literal);
}
}
bool result = true;
for (const Literal other_literal : other_clause) {
if (other_literal != complementary_literal.Negated()) {
if (assignment->LiteralIsFalse(other_literal)) {
result = false;
break;
} else if (!assignment->LiteralIsAssigned(other_literal)) {
resolvent->push_back(other_literal);
}
}
}
// Revert the temporary assignment done above.
for (const Literal literal : clause) {
if (literal != complementary_literal) {
assignment->UnassignLiteral(literal);
}
}
return result;
}
bool AddProblemClauses(const std::string& file_path,
DratChecker* drat_checker) {
int line_number = 0;
int num_variables = 0;
int num_clauses = 0;
std::vector<Literal> literals;
std::ifstream file(file_path);
std::string line;
bool result = true;
while (std::getline(file, line)) {
line_number++;
std::vector<absl::string_view> words =
absl::StrSplit(line, absl::ByAnyChar(" \t"), absl::SkipWhitespace());
if (words.empty() || words[0] == "c") {
// Ignore empty and comment lines.
continue;
}
if (words[0] == "p") {
if (num_clauses > 0 || words.size() != 4 || words[1] != "cnf" ||
!absl::SimpleAtoi(words[2], &num_variables) || num_variables <= 0 ||
!absl::SimpleAtoi(words[3], &num_clauses) || num_clauses <= 0) {
LOG(ERROR) << "Invalid content '" << line << "' at line " << line_number
<< " of " << file_path;
result = false;
break;
}
continue;
}
literals.clear();
for (int i = 0; i < words.size(); ++i) {
int signed_value;
if (!absl::SimpleAtoi(words[i], &signed_value) ||
std::abs(signed_value) > num_variables ||
(signed_value == 0 && i != words.size() - 1)) {
LOG(ERROR) << "Invalid content '" << line << "' at line " << line_number
<< " of " << file_path;
result = false;
break;
}
if (signed_value != 0) {
literals.push_back(Literal(signed_value));
}
}
drat_checker->AddProblemClause(literals);
}
file.close();
return result;
}
bool AddInferedAndDeletedClauses(const std::string& file_path,
DratChecker* drat_checker) {
int line_number = 0;
bool ends_with_empty_clause = false;
std::vector<Literal> literals;
std::ifstream file(file_path);
std::string line;
bool result = true;
while (std::getline(file, line)) {
line_number++;
std::vector<absl::string_view> words =
absl::StrSplit(line, absl::ByAnyChar(" \t"), absl::SkipWhitespace());
bool delete_clause = !words.empty() && words[0] == "d";
literals.clear();
for (int i = (delete_clause ? 1 : 0); i < words.size(); ++i) {
int signed_value;
if (!absl::SimpleAtoi(words[i], &signed_value) ||
(signed_value == 0 && i != words.size() - 1)) {
LOG(ERROR) << "Invalid content '" << line << "' at line " << line_number
<< " of " << file_path;
result = false;
break;
}
if (signed_value != 0) {
literals.push_back(Literal(signed_value));
}
}
if (delete_clause) {
drat_checker->DeleteClause(literals);
ends_with_empty_clause = false;
} else {
drat_checker->AddInferedClause(literals);
ends_with_empty_clause = literals.empty();
}
}
if (!ends_with_empty_clause) {
drat_checker->AddInferedClause({});
}
file.close();
return result;
}
bool PrintClauses(const std::string& file_path, SatFormat format,
const std::vector<std::vector<Literal>>& clauses,
int num_variables) {
std::ofstream output_stream(file_path, std::ofstream::out);
if (format == DIMACS) {
output_stream << "p cnf " << num_variables << " " << clauses.size() << "\n";
}
for (const auto& clause : clauses) {
for (Literal literal : clause) {
output_stream << literal.SignedValue() << " ";
}
output_stream << "0\n";
}
output_stream.close();
return output_stream.good();
}
} // namespace sat
} // namespace operations_research