OR-Tools  9.0
drat_checker.h
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13 
14 #ifndef OR_TOOLS_SAT_DRAT_CHECKER_H_
15 #define OR_TOOLS_SAT_DRAT_CHECKER_H_
16 
17 #include <cstdint>
18 #include <memory>
19 #include <vector>
20 
21 #include "absl/container/flat_hash_set.h"
22 #include "absl/types/span.h"
23 #include "ortools/base/int_type.h"
25 #include "ortools/sat/sat_base.h"
26 
27 namespace operations_research {
28 namespace sat {
29 
30 // Index of a clause (>= 0).
31 DEFINE_INT_TYPE(ClauseIndex, int);
32 const ClauseIndex kNoClauseIndex(-1);
33 
34 // DRAT is a SAT proof format that allows a simple program to check that a
35 // problem is really UNSAT. The description of the format and a checker are
36 // available at http://www.cs.utexas.edu/~marijn/drat-trim/. This class checks
37 // that a DRAT proof is valid.
38 //
39 // Note that DRAT proofs are often huge (can be GB), and can take about as much
40 // time to check as it takes to find the proof in the first place!
41 class DratChecker {
42  public:
43  DratChecker();
45 
46  // Returns the number of Boolean variables used in the problem and infered
47  // clauses.
48  int num_variables() const { return num_variables_; }
49 
50  // Adds a clause of the problem that must be checked. The problem clauses must
51  // be added first, before any infered clause. The given clause must not
52  // contain a literal and its negation. Must not be called after Check().
53  void AddProblemClause(absl::Span<const Literal> clause);
54 
55  // Adds a clause which is infered from the problem clauses and the previously
56  // infered clauses (that are have not been deleted). Infered clauses must be
57  // added after the problem clauses. Clauses with the Reverse Asymetric
58  // Tautology (RAT) property for literal l must start with this literal. The
59  // given clause must not contain a literal and its negation. Must not be
60  // called after Check().
61  void AddInferedClause(absl::Span<const Literal> clause);
62 
63  // Deletes a problem or infered clause. The order of the literals does not
64  // matter. In particular, it can be different from the order that was used
65  // when the clause was added. Must not be called after Check().
66  void DeleteClause(absl::Span<const Literal> clause);
67 
68  // Checks that the infered clauses form a DRAT proof that the problem clauses
69  // are UNSAT. For this the last added infered clause must be the empty clause
70  // and each infered clause must have either the Reverse Unit Propagation (RUP)
71  // or the Reverse Asymetric Tautology (RAT) property with respect to the
72  // problem clauses and the previously infered clauses which are not deleted.
73  // Returns VALID if the proof is valid, INVALID if it is not, and UNKNOWN if
74  // the check timed out.
75  // WARNING: no new clause must be added or deleted after this method has been
76  // called.
77  enum Status {
81  };
82  Status Check(double max_time_in_seconds);
83 
84  // Returns a subproblem of the original problem that is already UNSAT. The
85  // result is undefined if Check() was not previously called, or did not return
86  // true.
87  std::vector<std::vector<Literal>> GetUnsatSubProblem() const;
88 
89  // Returns a DRAT proof that GetUnsatSubProblem() is UNSAT. The result is
90  // undefined if Check() was not previously called, or did not return true.
91  std::vector<std::vector<Literal>> GetOptimizedProof() const;
92 
93  private:
94  // A problem or infered clause. The literals are specified as a subrange of
95  // 'literals_' (namely the subrange from 'first_literal_index' to
96  // 'first_literal_index' + 'num_literals' - 1), and are sorted in increasing
97  // order *before Check() is called*.
98  struct Clause {
99  // The index of the first literal of this clause in 'literals_'.
100  int first_literal_index;
101  // The number of literals of this clause.
102  int num_literals;
103 
104  // The clause literal to use to check the RAT property, or kNoLiteralIndex
105  // for problem clauses and empty infered clauses.
106  LiteralIndex rat_literal_index = kNoLiteralIndex;
107 
108  // The *current* number of copies of this clause. This number is incremented
109  // each time a copy of the clause is added, and decremented each time a copy
110  // is deleted. When this number reaches 0, the clause is actually marked as
111  // deleted (see 'deleted_index'). If other copies are added after this
112  // number reached 0, a new clause is added (because a Clause lifetime is a
113  // single interval of ClauseIndex values; therefore, in order to represent a
114  // lifetime made of several intervals, several Clause are used).
115  int num_copies = 1;
116 
117  // The index in 'clauses_' from which this clause is deleted (inclusive).
118  // For instance, with AddProblemClause(c0), AddProblemClause(c1),
119  // DeleteClause(c0), AddProblemClause(c2), ... if c0's index is 0, then its
120  // deleted_index is 2. Meaning that when checking a clause whose index is
121  // larger than or equal to 2 (e.g. c2), c0 can be ignored.
122  ClauseIndex deleted_index = ClauseIndex(std::numeric_limits<int>::max());
123 
124  // The indices of the clauses (with at least two literals) which are deleted
125  // just after this clause.
126  std::vector<ClauseIndex> deleted_clauses;
127 
128  // Whether this clause is actually needed to check the DRAT proof.
129  bool is_needed_for_proof = false;
130  // Whether this clause is actually needed to check the current step (i.e. an
131  // infered clause) of the DRAT proof. This bool is always false, except in
132  // MarkAsNeededForProof() that uses it temporarily.
133  bool tmp_is_needed_for_proof_step = false;
134 
135  Clause(int first_literal_index, int num_literals);
136 
137  // Returns true if this clause is deleted before the given clause.
138  bool IsDeleted(ClauseIndex clause_index) const;
139  };
140 
141  // A literal to assign to true during boolean constraint propagation. When a
142  // literal is assigned, new literals can be found that also need to be
143  // assigned to true (via unit clauses). In this case they are pushed on a
144  // stack of LiteralToAssign values, to be processed later on (the use of this
145  // stack avoids recursive calls to the boolean constraint propagation method
146  // AssignAndPropagate()).
147  struct LiteralToAssign {
148  // The literal that must be assigned to true.
149  Literal literal;
150  // The index of the clause from which this assignment was deduced. This is
151  // kNoClauseIndex for the clause we are currently checking (whose literals
152  // are all falsified to check if a conflict can be derived). Otherwise this
153  // is the index of a unit clause with unit literal 'literal' that was found
154  // during boolean constraint propagation.
155  ClauseIndex source_clause_index;
156  };
157 
158  // Hash function for clauses.
159  struct ClauseHash {
160  DratChecker* checker;
161  explicit ClauseHash(DratChecker* checker) : checker(checker) {}
162  std::size_t operator()(const ClauseIndex clause_index) const;
163  };
164 
165  // Equality function for clauses.
166  struct ClauseEquiv {
167  DratChecker* checker;
168  explicit ClauseEquiv(DratChecker* checker) : checker(checker) {}
169  bool operator()(const ClauseIndex clause_index1,
170  const ClauseIndex clause_index2) const;
171  };
172 
173  // Adds a clause and returns its index.
174  ClauseIndex AddClause(absl::Span<const Literal> clause);
175 
176  // Removes the last clause added to 'clauses_'.
177  void RemoveLastClause();
178 
179  // Returns the literals of the given clause in increasing order.
180  absl::Span<const Literal> Literals(const Clause& clause) const;
181 
182  // Initializes the data structures used to check the DRAT proof.
183  void Init();
184 
185  // Adds 2 watch literals for the given clause.
186  void WatchClause(ClauseIndex clause_index);
187 
188  // Returns true if, by assigning all the literals of 'clause' to false, a
189  // conflict can be found with boolean constraint propagation, using the non
190  // deleted clauses whose index is strictly less than 'num_clauses'. If so,
191  // marks the clauses actually used in this process as needed to check to DRAT
192  // proof.
193  bool HasRupProperty(ClauseIndex num_clauses,
194  absl::Span<const Literal> clause);
195 
196  // Assigns 'literal' to true in 'assignment_' (and pushes it to 'assigned_'),
197  // records its source clause 'source_clause_index' in 'assignment_source_',
198  // and uses the watched literals to find all the clauses (whose index is less
199  // than 'num_clauses') that become unit due to this assignment. For each unit
200  // clause found, pushes its unit literal on top of
201  // 'high_priority_literals_to_assign_' or 'low_priority_literals_to_assign_'.
202  // Returns kNoClauseIndex if no falsified clause is found, or the index of the
203  // first found falsified clause otherwise.
204  ClauseIndex AssignAndPropagate(ClauseIndex num_clauses, Literal literal,
205  ClauseIndex source_clause_index);
206 
207  // Marks the given clause as needed to check the DRAT proof, as well as the
208  // other clauses which were used to check this clause (these are found from
209  // 'unit_stack_', containing the clauses that became unit in
210  // AssignAndPropagate, and from 'assignment_source_', containing for each
211  // variable the clause that caused its assignment).
212  void MarkAsNeededForProof(Clause* clause);
213 
214  // Returns the clauses whose index is in [begin,end) which are needed for the
215  // proof. The result is undefined if Check() was not previously called, or did
216  // not return true.
217  std::vector<std::vector<Literal>> GetClausesNeededForProof(
218  ClauseIndex begin, ClauseIndex end) const;
219 
220  void LogStatistics(int64_t duration_nanos) const;
221 
222  // The index of the first infered clause in 'clauses_', or kNoClauseIndex if
223  // there is no infered clause.
224  ClauseIndex first_infered_clause_index_;
225 
226  // The problem clauses, followed by the infered clauses.
228 
229  // A content addressable set of the non-deleted clauses in clauses_. After
230  // adding a clause to clauses_, this set can be used to find if the same
231  // clause was previously added (i.e if a find using the new clause index
232  // returns a previous index) and not yet deleted.
233  absl::flat_hash_set<ClauseIndex, ClauseHash, ClauseEquiv> clause_set_;
234 
235  // All the literals used in 'clauses_'.
236  std::vector<Literal> literals_;
237 
238  // The number of Boolean variables used in the clauses.
239  int num_variables_;
240 
241  // ---------------------------------------------------------------------------
242  // Data initialized in Init() and used in Check() to check the DRAT proof.
243 
244  // The literals that have been assigned so far (this is used to unassign them
245  // after a clause has been checked, before checking the next one).
246  std::vector<Literal> assigned_;
247 
248  // The current assignment values of literals_.
249  VariablesAssignment assignment_;
250 
251  // For each variable, the index of the unit clause that caused its assignment,
252  // or kNoClauseIndex if the variable is not assigned, or was assigned to
253  // falsify the clause that is currently being checked.
255 
256  // The stack of literals that remain to be assigned to true during boolean
257  // constraint propagation, with high priority (unit clauses which are already
258  // marked as needed for the proof are given higher priority than the others
259  // during boolean constraint propagation. According to 'Trimming while
260  // Checking Clausal Proofs', this heuristics reduces the final number of
261  // clauses that are marked as needed for the proof, and therefore the
262  // verification time, in a majority of cases -- but not all).
263  std::vector<LiteralToAssign> high_priority_literals_to_assign_;
264 
265  // The stack of literals that remain to be assigned to true during boolean
266  // constraint propagation, with low priority (see above).
267  std::vector<LiteralToAssign> low_priority_literals_to_assign_;
268 
269  // For each literal, the list of clauses in which this literal is watched.
270  // Invariant 1: the literals with indices first_watched_literal_index and
271  // second_watched_literal_index of each clause with at least two literals are
272  // watched.
273  // Invariant 2: watched literals are non-falsified if the clause is not
274  // satisfied (in more details: if a clause c is contained in
275  // 'watched_literals_[l]' for literal l, then either c is satisfied with
276  // 'assignment_', or l is unassigned or assigned to true).
278 
279  // The list of clauses with only one literal. This is needed for boolean
280  // constraint propagation, in addition to watched literals, because watched
281  // literals can only be used with clauses having at least two literals.
282  std::vector<ClauseIndex> single_literal_clauses_;
283 
284  // The stack of clauses that have become unit during boolean constraint
285  // propagation, in HasRupProperty().
286  std::vector<ClauseIndex> unit_stack_;
287 
288  // A temporary assignment, always fully unassigned except in Resolve().
289  VariablesAssignment tmp_assignment_;
290 
291  // ---------------------------------------------------------------------------
292  // Statistics
293 
294  // The number of infered clauses having the RAT property (but not the RUP
295  // property).
296  int num_rat_checks_;
297 };
298 
299 // Returns true if the given clause contains the given literal. This works in
300 // O(clause.size()).
301 bool ContainsLiteral(absl::Span<const Literal> clause, Literal literal);
302 
303 // Returns true if 'complementary_literal' is the unique complementary literal
304 // in the two given clauses. If so the resolvent of these clauses (i.e. their
305 // union with 'complementary_literal' and its negation removed) is set in
306 // 'resolvent'. 'clause' must contain 'complementary_literal', while
307 // 'other_clause' must contain its negation. 'assignment' must have at least as
308 // many variables as each clause, and they must all be unassigned. They are
309 // still unassigned upon return.
310 bool Resolve(absl::Span<const Literal> clause,
311  absl::Span<const Literal> other_clause,
312  Literal complementary_literal, VariablesAssignment* assignment,
313  std::vector<Literal>* resolvent);
314 
315 // Adds to the given drat checker the problem clauses from the file at the given
316 // path, which must be in DIMACS format. Returns true iff the file was
317 // successfully parsed.
318 bool AddProblemClauses(const std::string& file_path, DratChecker* drat_checker);
319 
320 // Adds to the given drat checker the infered and deleted clauses from the file
321 // at the given path, which must be in DRAT format. Returns true iff the file
322 // was successfully parsed.
323 bool AddInferedAndDeletedClauses(const std::string& file_path,
324  DratChecker* drat_checker);
325 
326 // The file formats that can be used to save a list of clauses.
327 enum SatFormat {
330 };
331 
332 // Prints the given clauses in the file at the given path, using the given file
333 // format. Returns true iff the file was successfully written.
334 bool PrintClauses(const std::string& file_path, SatFormat format,
335  const std::vector<std::vector<Literal>>& clauses,
336  int num_variables);
337 
338 } // namespace sat
339 } // namespace operations_research
340 
341 #endif // OR_TOOLS_SAT_DRAT_CHECKER_H_
int64_t max
Definition: alldiff_cst.cc:140
void AddInferedClause(absl::Span< const Literal > clause)
Definition: drat_checker.cc:70
void DeleteClause(absl::Span< const Literal > clause)
Status Check(double max_time_in_seconds)
std::vector< std::vector< Literal > > GetUnsatSubProblem() const
void AddProblemClause(absl::Span< const Literal > clause)
Definition: drat_checker.cc:57
std::vector< std::vector< Literal > > GetOptimizedProof() const
const LiteralIndex kNoLiteralIndex(-1)
bool PrintClauses(const std::string &file_path, SatFormat format, const std::vector< std::vector< Literal >> &clauses, int num_variables)
bool Resolve(absl::Span< const Literal > clause, absl::Span< const Literal > other_clause, Literal complementary_literal, VariablesAssignment *assignment, std::vector< Literal > *resolvent)
DEFINE_INT_TYPE(ClauseIndex, int)
bool AddInferedAndDeletedClauses(const std::string &file_path, DratChecker *drat_checker)
bool ContainsLiteral(absl::Span< const Literal > clause, Literal literal)
bool AddProblemClauses(const std::string &file_path, DratChecker *drat_checker)
const ClauseIndex kNoClauseIndex(-1)
Collection of objects used to extend the Constraint Solver library.
Literal literal
Definition: optimization.cc:85