// Copyright 2005-2024 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. // // See www.openfst.org for extensive documentation on this weighted // finite-state transducer library. // // Union-find algorithm for dense sets of non-negative integers, implemented // using disjoint tree forests with rank heuristics and path compression. #ifndef FST_UNION_FIND_H_ #define FST_UNION_FIND_H_ #include namespace fst { // Union-Find algorithm for dense sets of non-negative integers. template class UnionFind { public: // Creates a disjoint set forest for the range [0; max); 'fail' is a value // indicating that an element hasn't been initialized using MakeSet(...). // The upper bound of the range can be reset (increased) using MakeSet(...). UnionFind(T max, T fail) : parent_(max, fail), rank_(max), fail_(fail) {} // Finds the representative of the set 'item' belongs to, performing path // compression if necessary. T FindSet(T item) { if (item >= parent_.size() || item == fail_ || parent_[item] == fail_) { return fail_; } T root = item; while (root != parent_[root]) { root = parent_[root]; } while (item != parent_[item]) { T parent = parent_[item]; parent_[item] = root; item = parent; } return root; } // Creates the (destructive) union of the sets x and y belong to. void Union(T x, T y) { Link(FindSet(x), FindSet(y)); } // Initialization of an element: creates a singleton set containing 'item'. // The range [0; max) is reset if item >= max. T MakeSet(T item) { if (item >= parent_.size()) { // New value in parent_ should be initialized to fail_. const auto nitem = item > 0 ? 2 * item : 2; parent_.resize(nitem, fail_); rank_.resize(nitem); } parent_[item] = item; return item; } // Initialization of all elements starting from 0 to max - 1 to distinct sets. void MakeAllSet(T max) { parent_.resize(max); for (T item = 0; item < max; ++item) parent_[item] = item; } // For testing only. const T &Parent(const T &x) const { return parent_[x]; } private: // Links trees rooted in 'x' and 'y'. void Link(T x, T y) { if (x == y) return; if (rank_[x] > rank_[y]) { parent_[y] = x; } else { parent_[x] = y; if (rank_[x] == rank_[y]) { ++rank_[y]; } } } UnionFind(const UnionFind &) = delete; UnionFind &operator=(const UnionFind &) = delete; std::vector parent_; // Parent nodes. std::vector rank_; // Rank of an element = min. depth in tree. T fail_; // Value indicating lookup failure. }; } // namespace fst #endif // FST_UNION_FIND_H_