// 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. // // Classes to visit connected components of an FST. #ifndef FST_CC_VISITORS_H_ #define FST_CC_VISITORS_H_ #include #include #include #include namespace fst { // Finds and returns connected components. Use with Visit(). template class CcVisitor { public: using Weight = typename Arc::Weight; using StateId = typename Arc::StateId; // cc[i]: connected component number for state i. explicit CcVisitor(std::vector *cc) : comps_(new UnionFind(0, kNoStateId)), cc_(cc), nstates_(0) {} // comps: connected components equiv classes. explicit CcVisitor(UnionFind *comps) : comps_(comps), cc_(nullptr), nstates_(0) {} ~CcVisitor() { if (cc_) delete comps_; } void InitVisit(const Fst &fst) {} bool InitState(StateId s, StateId root) { ++nstates_; if (comps_->FindSet(s) == kNoStateId) comps_->MakeSet(s); return true; } bool WhiteArc(StateId s, const Arc &arc) { comps_->MakeSet(arc.nextstate); comps_->Union(s, arc.nextstate); return true; } bool GreyArc(StateId s, const Arc &arc) { comps_->Union(s, arc.nextstate); return true; } bool BlackArc(StateId s, const Arc &arc) { comps_->Union(s, arc.nextstate); return true; } void FinishState(StateId s) {} void FinishVisit() { if (cc_) GetCcVector(cc_); } // Returns number of components. // cc[i]: connected component number for state i. int GetCcVector(std::vector *cc) { cc->clear(); cc->resize(nstates_, kNoStateId); StateId ncomp = 0; for (StateId s = 0; s < nstates_; ++s) { const auto rep = comps_->FindSet(s); auto &comp = (*cc)[rep]; if (comp == kNoStateId) { comp = ncomp; ++ncomp; } (*cc)[s] = comp; } return ncomp; } private: UnionFind *comps_; // Components. std::vector *cc_; // State's cc number. StateId nstates_; // State count. }; // Finds and returns strongly-connected components, accessible and // coaccessible states and related properties. Uses Tarjan's single // DFS SCC algorithm (see Aho, et al, "Design and Analysis of Computer // Algorithms", 189pp). Use with DfsVisit(); template class SccVisitor { public: using StateId = typename Arc::StateId; using Weight = typename Arc::Weight; // scc[i]: strongly-connected component number for state i. // SCC numbers will be in topological order for acyclic input. // access[i]: accessibility of state i. // coaccess[i]: coaccessibility of state i. // Any of above can be NULL. // props: related property bits (cyclicity, initial cyclicity, // accessibility, coaccessibility) set/cleared (o.w. unchanged). SccVisitor(std::vector *scc, std::vector *access, std::vector *coaccess, uint64_t *props) : scc_(scc), access_(access), coaccess_(coaccess), props_(props) {} explicit SccVisitor(uint64_t *props) : scc_(nullptr), access_(nullptr), coaccess_(nullptr), props_(props) {} void InitVisit(const Fst &fst); bool InitState(StateId s, StateId root); bool TreeArc(StateId s, const Arc &arc) { return true; } bool BackArc(StateId s, const Arc &arc) { const auto t = arc.nextstate; if (dfnumber_[t] < lowlink_[s]) lowlink_[s] = dfnumber_[t]; if ((*coaccess_)[t]) (*coaccess_)[s] = true; *props_ |= kCyclic; *props_ &= ~kAcyclic; if (t == start_) { *props_ |= kInitialCyclic; *props_ &= ~kInitialAcyclic; } return true; } bool ForwardOrCrossArc(StateId s, const Arc &arc) { const auto t = arc.nextstate; if (dfnumber_[t] < dfnumber_[s] /* cross edge */ && onstack_[t] && dfnumber_[t] < lowlink_[s]) { lowlink_[s] = dfnumber_[t]; } if ((*coaccess_)[t]) (*coaccess_)[s] = true; return true; } // Last argument always ignored, but required by the interface. void FinishState(StateId state, StateId p, const Arc *); void FinishVisit() { // Numbers SCCs in topological order when acyclic. if (scc_) { for (size_t s = 0; s < scc_->size(); ++s) { (*scc_)[s] = nscc_ - 1 - (*scc_)[s]; } } if (coaccess_internal_) delete coaccess_; } private: std::vector *scc_; // State's scc number. std::vector *access_; // State's accessibility. std::vector *coaccess_; // State's coaccessibility. uint64_t *props_; const Fst *fst_; StateId start_; StateId nstates_; // State count. StateId nscc_; // SCC count. bool coaccess_internal_; std::vector dfnumber_; // State discovery times. std::vector lowlink_; // lowlink[state] == dfnumber[state] => SCC root std::vector onstack_; // Is a state on the SCC stack? std::vector scc_stack_; // SCC stack, with random access. }; template inline void SccVisitor::InitVisit(const Fst &fst) { if (scc_) scc_->clear(); if (access_) access_->clear(); if (coaccess_) { coaccess_->clear(); coaccess_internal_ = false; } else { coaccess_ = new std::vector; coaccess_internal_ = true; } *props_ |= kAcyclic | kInitialAcyclic | kAccessible | kCoAccessible; *props_ &= ~(kCyclic | kInitialCyclic | kNotAccessible | kNotCoAccessible); fst_ = &fst; start_ = fst.Start(); nstates_ = 0; nscc_ = 0; dfnumber_.clear(); lowlink_.clear(); onstack_.clear(); scc_stack_.clear(); } template inline bool SccVisitor::InitState(StateId s, StateId root) { scc_stack_.push_back(s); if (static_cast(dfnumber_.size()) <= s) { if (scc_) scc_->resize(s + 1, -1); if (access_) access_->resize(s + 1, false); coaccess_->resize(s + 1, false); dfnumber_.resize(s + 1, -1); lowlink_.resize(s + 1, -1); onstack_.resize(s + 1, false); } dfnumber_[s] = nstates_; lowlink_[s] = nstates_; onstack_[s] = true; if (root == start_) { if (access_) (*access_)[s] = true; } else { if (access_) (*access_)[s] = false; *props_ |= kNotAccessible; *props_ &= ~kAccessible; } ++nstates_; return true; } template inline void SccVisitor::FinishState(StateId s, StateId p, const Arc *) { if (fst_->Final(s) != Weight::Zero()) (*coaccess_)[s] = true; if (dfnumber_[s] == lowlink_[s]) { // Root of new SCC. bool scc_coaccess = false; auto i = scc_stack_.size(); StateId t; do { t = scc_stack_[--i]; if ((*coaccess_)[t]) scc_coaccess = true; } while (s != t); do { t = scc_stack_.back(); if (scc_) (*scc_)[t] = nscc_; if (scc_coaccess) (*coaccess_)[t] = true; onstack_[t] = false; scc_stack_.pop_back(); } while (s != t); if (!scc_coaccess) { *props_ |= kNotCoAccessible; *props_ &= ~kCoAccessible; } ++nscc_; } if (p != kNoStateId) { if ((*coaccess_)[s]) (*coaccess_)[p] = true; if (lowlink_[s] < lowlink_[p]) lowlink_[p] = lowlink_[s]; } } } // namespace fst #endif // FST_CC_VISITORS_H_