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  1. //===-- TrigramIndex.h - a heuristic for SpecialCaseList --------*- C++ -*-===//
  2. //
  3. // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
  4. // See https://llvm.org/LICENSE.txt for license information.
  5. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
  6. //===----------------------------------------------------------------------===//
  7. //
  8. // TrigramIndex implements a heuristic for SpecialCaseList that allows to
  9. // filter out ~99% incoming queries when all regular expressions in the
  10. // SpecialCaseList are simple wildcards with '*' and '.'. If rules are more
  11. // complicated, the check is defeated and it will always pass the queries to a
  12. // full regex.
  13. //
  14. // The basic idea is that in order for a wildcard to match a query, the query
  15. // needs to have all trigrams which occur in the wildcard. We create a trigram
  16. // index (trigram -> list of rules with it) and then count trigrams in the query
  17. // for each rule. If the count for one of the rules reaches the expected value,
  18. // the check passes the query to a regex. If none of the rules got enough
  19. // trigrams, the check tells that the query is definitely not matched by any
  20. // of the rules, and no regex matching is needed.
  21. // A similar idea was used in Google Code Search as described in the blog post:
  22. // https://swtch.com/~rsc/regexp/regexp4.html
  23. //
  24. //===----------------------------------------------------------------------===//
  25.  
  26. #ifndef LLVM_SUPPORT_TRIGRAMINDEX_H
  27. #define LLVM_SUPPORT_TRIGRAMINDEX_H
  28.  
  29. #include "llvm/ADT/SmallVector.h"
  30. #include <string>
  31. #include <unordered_map>
  32. #include <vector>
  33.  
  34. namespace llvm {
  35. class StringRef;
  36.  
  37. class TrigramIndex {
  38.  public:
  39.   /// Inserts a new Regex into the index.
  40.   void insert(const std::string &Regex);
  41.  
  42.   /// Returns true, if special case list definitely does not have a line
  43.   /// that matches the query. Returns false, if it's not sure.
  44.   bool isDefinitelyOut(StringRef Query) const;
  45.  
  46.   /// Returned true, iff the heuristic is defeated and not useful.
  47.   /// In this case isDefinitelyOut always returns false.
  48.   bool isDefeated() { return Defeated; }
  49.  private:
  50.   // If true, the rules are too complicated for the check to work, and full
  51.   // regex matching is needed for every rule.
  52.   bool Defeated = false;
  53.   // The minimum number of trigrams which should match for a rule to have a
  54.   // chance to match the query. The number of elements equals the number of
  55.   // regex rules in the SpecialCaseList.
  56.   std::vector<unsigned> Counts;
  57.   // Index holds a list of rules indices for each trigram. The same indices
  58.   // are used in Counts to store per-rule limits.
  59.   // If a trigram is too common (>4 rules with it), we stop tracking it,
  60.   // which increases the probability for a need to match using regex, but
  61.   // decreases the costs in the regular case.
  62.   std::unordered_map<unsigned, SmallVector<size_t, 4>> Index{256};
  63. };
  64.  
  65. }  // namespace llvm
  66.  
  67. #endif  // LLVM_SUPPORT_TRIGRAMINDEX_H
  68.