rational.h
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// See www.openfst.org for extensive documentation on this weighted
// finite-state transducer library.
//
// An FST implementation and base interface for delayed unions, concatenations,
// and closures.
#ifndef FST_RATIONAL_H_
#define FST_RATIONAL_H_
#include <algorithm>
#include <string>
#include <vector>
#include <fst/mutable-fst.h>
#include <fst/replace.h>
#include <fst/test-properties.h>
namespace fst {
using RationalFstOptions = CacheOptions;
// This specifies whether to add the empty string.
enum ClosureType {
CLOSURE_STAR = 0, // Add the empty string.
CLOSURE_PLUS = 1 // Don't add the empty string.
};
template <class Arc>
class RationalFst;
template <class Arc>
void Union(RationalFst<Arc> *fst1, const Fst<Arc> &fst2);
template <class Arc>
void Concat(RationalFst<Arc> *fst1, const Fst<Arc> &fst2);
template <class Arc>
void Concat(const Fst<Arc> &fst1, RationalFst<Arc> *fst2);
template <class Arc>
void Closure(RationalFst<Arc> *fst, ClosureType closure_type);
namespace internal {
// Implementation class for delayed unions, concatenations and closures.
template <class A>
class RationalFstImpl : public FstImpl<A> {
public:
using Arc = A;
using Label = typename Arc::Label;
using StateId = typename Arc::StateId;
using Weight = typename Arc::Weight;
using FstImpl<Arc>::SetType;
using FstImpl<Arc>::SetProperties;
using FstImpl<Arc>::WriteHeader;
using FstImpl<Arc>::SetInputSymbols;
using FstImpl<Arc>::SetOutputSymbols;
explicit RationalFstImpl(const RationalFstOptions &opts)
: nonterminals_(0), replace_options_(opts, 0) {
SetType("rational");
fst_tuples_.push_back(std::make_pair(0, nullptr));
}
RationalFstImpl(const RationalFstImpl<Arc> &impl)
: rfst_(impl.rfst_),
nonterminals_(impl.nonterminals_),
replace_(impl.replace_ ? impl.replace_->Copy(true) : nullptr),
replace_options_(impl.replace_options_) {
SetType("rational");
fst_tuples_.reserve(impl.fst_tuples_.size());
for (const auto &pair : impl.fst_tuples_) {
fst_tuples_.emplace_back(pair.first,
pair.second ? pair.second->Copy(true) : nullptr);
}
}
~RationalFstImpl() override {
for (auto &tuple : fst_tuples_) delete tuple.second;
}
StateId Start() { return Replace()->Start(); }
Weight Final(StateId s) { return Replace()->Final(s); }
size_t NumArcs(StateId s) { return Replace()->NumArcs(s); }
size_t NumInputEpsilons(StateId s) { return Replace()->NumInputEpsilons(s); }
size_t NumOutputEpsilons(StateId s) {
return Replace()->NumOutputEpsilons(s);
}
uint64 Properties() const override { return Properties(kFstProperties); }
// Sets error if found, and returns other FST impl properties.
uint64 Properties(uint64 mask) const override {
if ((mask & kError) && Replace()->Properties(kError, false)) {
SetProperties(kError, kError);
}
return FstImpl<Arc>::Properties(mask);
}
// Implementation of UnionFst(fst1, fst2).
void InitUnion(const Fst<Arc> &fst1, const Fst<Arc> &fst2) {
replace_.reset();
const auto props1 = fst1.Properties(kFstProperties, false);
const auto props2 = fst2.Properties(kFstProperties, false);
SetInputSymbols(fst1.InputSymbols());
SetOutputSymbols(fst1.OutputSymbols());
rfst_.AddState();
rfst_.AddState();
rfst_.SetStart(0);
rfst_.SetFinal(1, Weight::One());
rfst_.SetInputSymbols(fst1.InputSymbols());
rfst_.SetOutputSymbols(fst1.OutputSymbols());
nonterminals_ = 2;
rfst_.AddArc(0, Arc(0, -1, Weight::One(), 1));
rfst_.AddArc(0, Arc(0, -2, Weight::One(), 1));
fst_tuples_.push_back(std::make_pair(-1, fst1.Copy()));
fst_tuples_.push_back(std::make_pair(-2, fst2.Copy()));
SetProperties(UnionProperties(props1, props2, true), kCopyProperties);
}
// Implementation of ConcatFst(fst1, fst2).
void InitConcat(const Fst<Arc> &fst1, const Fst<Arc> &fst2) {
replace_.reset();
const auto props1 = fst1.Properties(kFstProperties, false);
const auto props2 = fst2.Properties(kFstProperties, false);
SetInputSymbols(fst1.InputSymbols());
SetOutputSymbols(fst1.OutputSymbols());
rfst_.AddState();
rfst_.AddState();
rfst_.AddState();
rfst_.SetStart(0);
rfst_.SetFinal(2, Weight::One());
rfst_.SetInputSymbols(fst1.InputSymbols());
rfst_.SetOutputSymbols(fst1.OutputSymbols());
nonterminals_ = 2;
rfst_.AddArc(0, Arc(0, -1, Weight::One(), 1));
rfst_.AddArc(1, Arc(0, -2, Weight::One(), 2));
fst_tuples_.push_back(std::make_pair(-1, fst1.Copy()));
fst_tuples_.push_back(std::make_pair(-2, fst2.Copy()));
SetProperties(ConcatProperties(props1, props2, true), kCopyProperties);
}
// Implementation of ClosureFst(fst, closure_type).
void InitClosure(const Fst<Arc> &fst, ClosureType closure_type) {
replace_.reset();
const auto props = fst.Properties(kFstProperties, false);
SetInputSymbols(fst.InputSymbols());
SetOutputSymbols(fst.OutputSymbols());
if (closure_type == CLOSURE_STAR) {
rfst_.AddState();
rfst_.SetStart(0);
rfst_.SetFinal(0, Weight::One());
rfst_.AddArc(0, Arc(0, -1, Weight::One(), 0));
} else {
rfst_.AddState();
rfst_.AddState();
rfst_.SetStart(0);
rfst_.SetFinal(1, Weight::One());
rfst_.AddArc(0, Arc(0, -1, Weight::One(), 1));
rfst_.AddArc(1, Arc(0, 0, Weight::One(), 0));
}
rfst_.SetInputSymbols(fst.InputSymbols());
rfst_.SetOutputSymbols(fst.OutputSymbols());
fst_tuples_.push_back(std::make_pair(-1, fst.Copy()));
nonterminals_ = 1;
SetProperties(ClosureProperties(props, closure_type == CLOSURE_STAR, true),
kCopyProperties);
}
// Implementation of Union(Fst &, RationalFst *).
void AddUnion(const Fst<Arc> &fst) {
replace_.reset();
const auto props1 = FstImpl<A>::Properties();
const auto props2 = fst.Properties(kFstProperties, false);
VectorFst<Arc> afst;
afst.AddState();
afst.AddState();
afst.SetStart(0);
afst.SetFinal(1, Weight::One());
++nonterminals_;
afst.AddArc(0, Arc(0, -nonterminals_, Weight::One(), 1));
Union(&rfst_, afst);
fst_tuples_.push_back(std::make_pair(-nonterminals_, fst.Copy()));
SetProperties(UnionProperties(props1, props2, true), kCopyProperties);
}
// Implementation of Concat(Fst &, RationalFst *).
void AddConcat(const Fst<Arc> &fst, bool append) {
replace_.reset();
const auto props1 = FstImpl<A>::Properties();
const auto props2 = fst.Properties(kFstProperties, false);
VectorFst<Arc> afst;
afst.AddState();
afst.AddState();
afst.SetStart(0);
afst.SetFinal(1, Weight::One());
++nonterminals_;
afst.AddArc(0, Arc(0, -nonterminals_, Weight::One(), 1));
if (append) {
Concat(&rfst_, afst);
} else {
Concat(afst, &rfst_);
}
fst_tuples_.push_back(std::make_pair(-nonterminals_, fst.Copy()));
SetProperties(ConcatProperties(props1, props2, true), kCopyProperties);
}
// Implementation of Closure(RationalFst *, closure_type).
void AddClosure(ClosureType closure_type) {
replace_.reset();
const auto props = FstImpl<A>::Properties();
Closure(&rfst_, closure_type);
SetProperties(ClosureProperties(props, closure_type == CLOSURE_STAR, true),
kCopyProperties);
}
// Returns the underlying ReplaceFst, preserving ownership of the underlying
// object.
ReplaceFst<Arc> *Replace() const {
if (!replace_) {
fst_tuples_[0].second = rfst_.Copy();
replace_.reset(new ReplaceFst<Arc>(fst_tuples_, replace_options_));
}
return replace_.get();
}
private:
// Rational topology machine, using negative non-terminals.
VectorFst<Arc> rfst_;
// Number of nonterminals used.
Label nonterminals_;
// Contains the nonterminals and their corresponding FSTs.
mutable std::vector<std::pair<Label, const Fst<Arc> *>> fst_tuples_;
// Underlying ReplaceFst.
mutable std::unique_ptr<ReplaceFst<Arc>> replace_;
const ReplaceFstOptions<Arc> replace_options_;
};
} // namespace internal
// Parent class for the delayed rational operations (union, concatenation, and
// closure). This class attaches interface to implementation and handles
// reference counting, delegating most methods to ImplToFst.
template <class A>
class RationalFst : public ImplToFst<internal::RationalFstImpl<A>> {
public:
using Arc = A;
using StateId = typename Arc::StateId;
using Impl = internal::RationalFstImpl<Arc>;
friend class StateIterator<RationalFst<Arc>>;
friend class ArcIterator<RationalFst<Arc>>;
friend void Union<>(RationalFst<Arc> *fst1, const Fst<Arc> &fst2);
friend void Concat<>(RationalFst<Arc> *fst1, const Fst<Arc> &fst2);
friend void Concat<>(const Fst<Arc> &fst1, RationalFst<Arc> *fst2);
friend void Closure<>(RationalFst<Arc> *fst, ClosureType closure_type);
void InitStateIterator(StateIteratorData<Arc> *data) const override {
GetImpl()->Replace()->InitStateIterator(data);
}
void InitArcIterator(StateId s, ArcIteratorData<Arc> *data) const override {
GetImpl()->Replace()->InitArcIterator(s, data);
}
protected:
using ImplToFst<Impl>::GetImpl;
explicit RationalFst(const RationalFstOptions &opts = RationalFstOptions())
: ImplToFst<Impl>(std::make_shared<Impl>(opts)) {}
// See Fst<>::Copy() for doc.
RationalFst(const RationalFst<Arc> &fst, bool safe = false)
: ImplToFst<Impl>(fst, safe) {}
private:
RationalFst &operator=(const RationalFst &) = delete;
};
// Specialization for RationalFst.
template <class Arc>
class StateIterator<RationalFst<Arc>> : public StateIterator<ReplaceFst<Arc>> {
public:
explicit StateIterator(const RationalFst<Arc> &fst)
: StateIterator<ReplaceFst<Arc>>(*(fst.GetImpl()->Replace())) {}
};
// Specialization for RationalFst.
template <class Arc>
class ArcIterator<RationalFst<Arc>> : public CacheArcIterator<ReplaceFst<Arc>> {
public:
using StateId = typename Arc::StateId;
ArcIterator(const RationalFst<Arc> &fst, StateId s)
: ArcIterator<ReplaceFst<Arc>>(*(fst.GetImpl()->Replace()), s) {}
};
} // namespace fst
#endif // FST_RATIONAL_H_