Andrew Scull | 5e1ddfa | 2018-08-14 10:06:54 +0100 | [diff] [blame] | 1 | //===-- TrigramIndex.h - a heuristic for SpecialCaseList --------*- C++ -*-===// |
| 2 | // |
| 3 | // The LLVM Compiler Infrastructure |
| 4 | // |
| 5 | // This file is distributed under the University of Illinois Open Source |
| 6 | // License. See LICENSE.TXT for details. |
| 7 | //===----------------------------------------------------------------------===// |
| 8 | // |
| 9 | // TrigramIndex implements a heuristic for SpecialCaseList that allows to |
| 10 | // filter out ~99% incoming queries when all regular expressions in the |
| 11 | // SpecialCaseList are simple wildcards with '*' and '.'. If rules are more |
| 12 | // complicated, the check is defeated and it will always pass the queries to a |
| 13 | // full regex. |
| 14 | // |
| 15 | // The basic idea is that in order for a wildcard to match a query, the query |
| 16 | // needs to have all trigrams which occur in the wildcard. We create a trigram |
| 17 | // index (trigram -> list of rules with it) and then count trigrams in the query |
| 18 | // for each rule. If the count for one of the rules reaches the expected value, |
| 19 | // the check passes the query to a regex. If none of the rules got enough |
| 20 | // trigrams, the check tells that the query is definitely not matched by any |
| 21 | // of the rules, and no regex matching is needed. |
| 22 | // A similar idea was used in Google Code Search as described in the blog post: |
| 23 | // https://swtch.com/~rsc/regexp/regexp4.html |
| 24 | // |
| 25 | //===----------------------------------------------------------------------===// |
| 26 | |
| 27 | #ifndef LLVM_SUPPORT_TRIGRAMINDEX_H |
| 28 | #define LLVM_SUPPORT_TRIGRAMINDEX_H |
| 29 | |
| 30 | #include "llvm/ADT/SmallVector.h" |
| 31 | #include "llvm/ADT/StringMap.h" |
| 32 | |
| 33 | #include <string> |
| 34 | #include <unordered_map> |
| 35 | #include <vector> |
| 36 | |
| 37 | namespace llvm { |
| 38 | class StringRef; |
| 39 | |
| 40 | class TrigramIndex { |
| 41 | public: |
| 42 | /// Inserts a new Regex into the index. |
| 43 | void insert(std::string Regex); |
| 44 | |
| 45 | /// Returns true, if special case list definitely does not have a line |
| 46 | /// that matches the query. Returns false, if it's not sure. |
| 47 | bool isDefinitelyOut(StringRef Query) const; |
| 48 | |
| 49 | /// Returned true, iff the heuristic is defeated and not useful. |
| 50 | /// In this case isDefinitelyOut always returns false. |
| 51 | bool isDefeated() { return Defeated; } |
| 52 | private: |
| 53 | // If true, the rules are too complicated for the check to work, and full |
| 54 | // regex matching is needed for every rule. |
| 55 | bool Defeated = false; |
| 56 | // The minimum number of trigrams which should match for a rule to have a |
| 57 | // chance to match the query. The number of elements equals the number of |
| 58 | // regex rules in the SpecialCaseList. |
| 59 | std::vector<unsigned> Counts; |
| 60 | // Index holds a list of rules indices for each trigram. The same indices |
| 61 | // are used in Counts to store per-rule limits. |
| 62 | // If a trigram is too common (>4 rules with it), we stop tracking it, |
| 63 | // which increases the probability for a need to match using regex, but |
| 64 | // decreases the costs in the regular case. |
| 65 | std::unordered_map<unsigned, SmallVector<size_t, 4>> Index{256}; |
| 66 | }; |
| 67 | |
| 68 | } // namespace llvm |
| 69 | |
| 70 | #endif // LLVM_SUPPORT_TRIGRAMINDEX_H |