//===--- Trigram.h - Trigram generation for Fuzzy Matching ------*- C++ -*-===// // // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. // See https://llvm.org/LICENSE.txt for license information. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception // //===----------------------------------------------------------------------===// /// /// \file /// Trigrams are attributes of the symbol unqualified name used to effectively /// extract symbols which can be fuzzy-matched given user query from the /// inverted index. To match query with the extracted set of trigrams Q, the set /// of generated trigrams T for identifier (unqualified symbol name) should /// contain all items of Q, i.e. Q ⊆ T. /// /// Trigram sets extracted from unqualified name and from query are different: /// the set of query trigrams only contains consecutive sequences of three /// characters (which is only a subset of all trigrams generated for an /// identifier). /// //===----------------------------------------------------------------------===// #ifndef LLVM_CLANG_TOOLS_EXTRA_CLANGD_DEX_TRIGRAM_H #define LLVM_CLANG_TOOLS_EXTRA_CLANGD_DEX_TRIGRAM_H #include "Token.h" #include <string> namespace clang { namespace clangd { namespace dex { /// Returns list of unique fuzzy-search trigrams from unqualified symbol. /// The trigrams give the 3-character query substrings this symbol can match. /// /// The symbol's name is broken into segments, e.g. "FooBar" has two segments. /// Trigrams can start at any character in the input. Then we can choose to move /// to the next character or to the start of the next segment. /// /// Short trigrams (length 1-2) are used for short queries. These are: /// - prefixes of the identifier, of length 1 and 2 /// - the first character + next head character /// /// For "FooBar" we get the following trigrams: /// {f, fo, fb, foo, fob, fba, oob, oba, bar}. /// /// Trigrams are lowercase, as trigram matching is case-insensitive. /// Trigrams in the returned list are deduplicated. std::vector<Token> generateIdentifierTrigrams(llvm::StringRef Identifier); /// Returns list of unique fuzzy-search trigrams given a query. /// /// Query is segmented using FuzzyMatch API and downcasted to lowercase. Then, /// the simplest trigrams - sequences of three consecutive letters and digits /// are extracted and returned after deduplication. /// /// For short queries (less than 3 characters with Head or Tail roles in Fuzzy /// Matching segmentation) this returns a single trigram with the first /// characters (up to 3) to perform prefix match. std::vector<Token> generateQueryTrigrams(llvm::StringRef Query); } // namespace dex } // namespace clangd } // namespace clang #endif // LLVM_CLANG_TOOLS_EXTRA_CLANGD_DEX_TRIGRAM_H