// relabel.h
// 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.
//
// Copyright 2005-2010 Google, Inc.
// Author: johans@google.com (Johan Schalkwyk)
//
// \file
// Functions and classes to relabel an Fst (either on input or output)
//
#ifndef FST_LIB_RELABEL_H__
#define FST_LIB_RELABEL_H__
#include <unordered_map>
using std::tr1::unordered_map;
using std::tr1::unordered_multimap;
#include <string>
#include <utility>
using std::pair; using std::make_pair;
#include <vector>
using std::vector;
#include <fst/cache.h>
#include <fst/test-properties.h>
namespace fst {
//
// Relabels either the input labels or output labels. The old to
// new labels are specified using a vector of pair<Label,Label>.
// Any label associations not specified are assumed to be identity
// mapping.
//
// \param fst input fst, must be mutable
// \param ipairs vector of input label pairs indicating old to new mapping
// \param opairs vector of output label pairs indicating old to new mapping
//
template <class A>
void Relabel(
MutableFst<A> *fst,
const vector<pair<typename A::Label, typename A::Label> >& ipairs,
const vector<pair<typename A::Label, typename A::Label> >& opairs) {
typedef typename A::StateId StateId;
typedef typename A::Label Label;
uint64 props = fst->Properties(kFstProperties, false);
// construct label to label hash.
unordered_map<Label, Label> input_map;
for (size_t i = 0; i < ipairs.size(); ++i) {
input_map[ipairs[i].first] = ipairs[i].second;
}
unordered_map<Label, Label> output_map;
for (size_t i = 0; i < opairs.size(); ++i) {
output_map[opairs[i].first] = opairs[i].second;
}
for (StateIterator<MutableFst<A> > siter(*fst);
!siter.Done(); siter.Next()) {
StateId s = siter.Value();
for (MutableArcIterator<MutableFst<A> > aiter(fst, s);
!aiter.Done(); aiter.Next()) {
A arc = aiter.Value();
// relabel input
// only relabel if relabel pair defined
typename unordered_map<Label, Label>::iterator it =
input_map.find(arc.ilabel);
if (it != input_map.end()) {
if (it->second == kNoLabel) {
FSTERROR() << "Input symbol id " << arc.ilabel
<< " missing from target vocabulary";
fst->SetProperties(kError, kError);
return;
}
arc.ilabel = it->second;
}
// relabel output
it = output_map.find(arc.olabel);
if (it != output_map.end()) {
if (it->second == kNoLabel) {
FSTERROR() << "Output symbol id " << arc.olabel
<< " missing from target vocabulary";
fst->SetProperties(kError, kError);
return;
}
arc.olabel = it->second;
}
aiter.SetValue(arc);
}
}
fst->SetProperties(RelabelProperties(props), kFstProperties);
}
//
// Relabels either the input labels or output labels. The old to
// new labels mappings are specified using an input Symbol set.
// Any label associations not specified are assumed to be identity
// mapping.
//
// \param fst input fst, must be mutable
// \param new_isymbols symbol set indicating new mapping of input symbols
// \param new_osymbols symbol set indicating new mapping of output symbols
//
template<class A>
void Relabel(MutableFst<A> *fst,
const SymbolTable* new_isymbols,
const SymbolTable* new_osymbols) {
Relabel(fst,
fst->InputSymbols(), new_isymbols, true,
fst->OutputSymbols(), new_osymbols, true);
}
template<class A>
void Relabel(MutableFst<A> *fst,
const SymbolTable* old_isymbols,
const SymbolTable* new_isymbols,
bool attach_new_isymbols,
const SymbolTable* old_osymbols,
const SymbolTable* new_osymbols,
bool attach_new_osymbols) {
typedef typename A::StateId StateId;
typedef typename A::Label Label;
vector<pair<Label, Label> > ipairs;
if (old_isymbols && new_isymbols) {
for (SymbolTableIterator syms_iter(*old_isymbols); !syms_iter.Done();
syms_iter.Next()) {
string isymbol = syms_iter.Symbol();
int isymbol_val = syms_iter.Value();
int new_isymbol_val = new_isymbols->Find(isymbol);
ipairs.push_back(make_pair(isymbol_val, new_isymbol_val));
}
if (attach_new_isymbols)
fst->SetInputSymbols(new_isymbols);
}
vector<pair<Label, Label> > opairs;
if (old_osymbols && new_osymbols) {
for (SymbolTableIterator syms_iter(*old_osymbols); !syms_iter.Done();
syms_iter.Next()) {
string osymbol = syms_iter.Symbol();
int osymbol_val = syms_iter.Value();
int new_osymbol_val = new_osymbols->Find(osymbol);
opairs.push_back(make_pair(osymbol_val, new_osymbol_val));
}
if (attach_new_osymbols)
fst->SetOutputSymbols(new_osymbols);
}
// call relabel using vector of relabel pairs.
Relabel(fst, ipairs, opairs);
}
typedef CacheOptions RelabelFstOptions;
template <class A> class RelabelFst;
//
// \class RelabelFstImpl
// \brief Implementation for delayed relabeling
//
// Relabels an FST from one symbol set to another. Relabeling
// can either be on input or output space. RelabelFst implements
// a delayed version of the relabel. Arcs are relabeled on the fly
// and not cached. I.e each request is recomputed.
//
template<class A>
class RelabelFstImpl : public CacheImpl<A> {
friend class StateIterator< RelabelFst<A> >;
public:
using FstImpl<A>::SetType;
using FstImpl<A>::SetProperties;
using FstImpl<A>::WriteHeader;
using FstImpl<A>::SetInputSymbols;
using FstImpl<A>::SetOutputSymbols;
using CacheImpl<A>::PushArc;
using CacheImpl<A>::HasArcs;
using CacheImpl<A>::HasFinal;
using CacheImpl<A>::HasStart;
using CacheImpl<A>::SetArcs;
using CacheImpl<A>::SetFinal;
using CacheImpl<A>::SetStart;
typedef A Arc;
typedef typename A::Label Label;
typedef typename A::Weight Weight;
typedef typename A::StateId StateId;
typedef CacheState<A> State;
RelabelFstImpl(const Fst<A>& fst,
const vector<pair<Label, Label> >& ipairs,
const vector<pair<Label, Label> >& opairs,
const RelabelFstOptions &opts)
: CacheImpl<A>(opts), fst_(fst.Copy()),
relabel_input_(false), relabel_output_(false) {
uint64 props = fst.Properties(kCopyProperties, false);
SetProperties(RelabelProperties(props));
SetType("relabel");
// create input label map
if (ipairs.size() > 0) {
for (size_t i = 0; i < ipairs.size(); ++i) {
input_map_[ipairs[i].first] = ipairs[i].second;
}
relabel_input_ = true;
}
// create output label map
if (opairs.size() > 0) {
for (size_t i = 0; i < opairs.size(); ++i) {
output_map_[opairs[i].first] = opairs[i].second;
}
relabel_output_ = true;
}
}
RelabelFstImpl(const Fst<A>& fst,
const SymbolTable* old_isymbols,
const SymbolTable* new_isymbols,
const SymbolTable* old_osymbols,
const SymbolTable* new_osymbols,
const RelabelFstOptions &opts)
: CacheImpl<A>(opts), fst_(fst.Copy()),
relabel_input_(false), relabel_output_(false) {
SetType("relabel");
uint64 props = fst.Properties(kCopyProperties, false);
SetProperties(RelabelProperties(props));
SetInputSymbols(old_isymbols);
SetOutputSymbols(old_osymbols);
if (old_isymbols && new_isymbols &&
old_isymbols->LabeledCheckSum() != new_isymbols->LabeledCheckSum()) {
for (SymbolTableIterator syms_iter(*old_isymbols); !syms_iter.Done();
syms_iter.Next()) {
input_map_[syms_iter.Value()] = new_isymbols->Find(syms_iter.Symbol());
}
SetInputSymbols(new_isymbols);
relabel_input_ = true;
}
if (old_osymbols && new_osymbols &&
old_osymbols->LabeledCheckSum() != new_osymbols->LabeledCheckSum()) {
for (SymbolTableIterator syms_iter(*old_osymbols); !syms_iter.Done();
syms_iter.Next()) {
output_map_[syms_iter.Value()] =
new_osymbols->Find(syms_iter.Symbol());
}
SetOutputSymbols(new_osymbols);
relabel_output_ = true;
}
}
RelabelFstImpl(const RelabelFstImpl<A>& impl)
: CacheImpl<A>(impl),
fst_(impl.fst_->Copy(true)),
input_map_(impl.input_map_),
output_map_(impl.output_map_),
relabel_input_(impl.relabel_input_),
relabel_output_(impl.relabel_output_) {
SetType("relabel");
SetProperties(impl.Properties(), kCopyProperties);
SetInputSymbols(impl.InputSymbols());
SetOutputSymbols(impl.OutputSymbols());
}
~RelabelFstImpl() { delete fst_; }
StateId Start() {
if (!HasStart()) {
StateId s = fst_->Start();
SetStart(s);
}
return CacheImpl<A>::Start();
}
Weight Final(StateId s) {
if (!HasFinal(s)) {
SetFinal(s, fst_->Final(s));
}
return CacheImpl<A>::Final(s);
}
size_t NumArcs(StateId s) {
if (!HasArcs(s)) {
Expand(s);
}
return CacheImpl<A>::NumArcs(s);
}
size_t NumInputEpsilons(StateId s) {
if (!HasArcs(s)) {
Expand(s);
}
return CacheImpl<A>::NumInputEpsilons(s);
}
size_t NumOutputEpsilons(StateId s) {
if (!HasArcs(s)) {
Expand(s);
}
return CacheImpl<A>::NumOutputEpsilons(s);
}
uint64 Properties() const { return Properties(kFstProperties); }
// Set error if found; return FST impl properties.
uint64 Properties(uint64 mask) const {
if ((mask & kError) && fst_->Properties(kError, false))
SetProperties(kError, kError);
return FstImpl<Arc>::Properties(mask);
}
void InitArcIterator(StateId s, ArcIteratorData<A>* data) {
if (!HasArcs(s)) {
Expand(s);
}
CacheImpl<A>::InitArcIterator(s, data);
}
void Expand(StateId s) {
for (ArcIterator<Fst<A> > aiter(*fst_, s); !aiter.Done(); aiter.Next()) {
A arc = aiter.Value();
// relabel input
if (relabel_input_) {
typename unordered_map<Label, Label>::iterator it =
input_map_.find(arc.ilabel);
if (it != input_map_.end()) { arc.ilabel = it->second; }
}
// relabel output
if (relabel_output_) {
typename unordered_map<Label, Label>::iterator it =
output_map_.find(arc.olabel);
if (it != output_map_.end()) { arc.olabel = it->second; }
}
PushArc(s, arc);
}
SetArcs(s);
}
private:
const Fst<A> *fst_;
unordered_map<Label, Label> input_map_;
unordered_map<Label, Label> output_map_;
bool relabel_input_;
bool relabel_output_;
void operator=(const RelabelFstImpl<A> &); // disallow
};
//
// \class RelabelFst
// \brief Delayed implementation of arc relabeling
//
// This class attaches interface to implementation and handles
// reference counting, delegating most methods to ImplToFst.
template <class A>
class RelabelFst : public ImplToFst< RelabelFstImpl<A> > {
public:
friend class ArcIterator< RelabelFst<A> >;
friend class StateIterator< RelabelFst<A> >;
typedef A Arc;
typedef typename A::Label Label;
typedef typename A::Weight Weight;
typedef typename A::StateId StateId;
typedef CacheState<A> State;
typedef RelabelFstImpl<A> Impl;
RelabelFst(const Fst<A>& fst,
const vector<pair<Label, Label> >& ipairs,
const vector<pair<Label, Label> >& opairs)
: ImplToFst<Impl>(new Impl(fst, ipairs, opairs, RelabelFstOptions())) {}
RelabelFst(const Fst<A>& fst,
const vector<pair<Label, Label> >& ipairs,
const vector<pair<Label, Label> >& opairs,
const RelabelFstOptions &opts)
: ImplToFst<Impl>(new Impl(fst, ipairs, opairs, opts)) {}
RelabelFst(const Fst<A>& fst,
const SymbolTable* new_isymbols,
const SymbolTable* new_osymbols)
: ImplToFst<Impl>(new Impl(fst, fst.InputSymbols(), new_isymbols,
fst.OutputSymbols(), new_osymbols,
RelabelFstOptions())) {}
RelabelFst(const Fst<A>& fst,
const SymbolTable* new_isymbols,
const SymbolTable* new_osymbols,
const RelabelFstOptions &opts)
: ImplToFst<Impl>(new Impl(fst, fst.InputSymbols(), new_isymbols,
fst.OutputSymbols(), new_osymbols, opts)) {}
RelabelFst(const Fst<A>& fst,
const SymbolTable* old_isymbols,
const SymbolTable* new_isymbols,
const SymbolTable* old_osymbols,
const SymbolTable* new_osymbols)
: ImplToFst<Impl>(new Impl(fst, old_isymbols, new_isymbols, old_osymbols,
new_osymbols, RelabelFstOptions())) {}
RelabelFst(const Fst<A>& fst,
const SymbolTable* old_isymbols,
const SymbolTable* new_isymbols,
const SymbolTable* old_osymbols,
const SymbolTable* new_osymbols,
const RelabelFstOptions &opts)
: ImplToFst<Impl>(new Impl(fst, old_isymbols, new_isymbols, old_osymbols,
new_osymbols, opts)) {}
// See Fst<>::Copy() for doc.
RelabelFst(const RelabelFst<A> &fst, bool safe = false)
: ImplToFst<Impl>(fst, safe) {}
// Get a copy of this RelabelFst. See Fst<>::Copy() for further doc.
virtual RelabelFst<A> *Copy(bool safe = false) const {
return new RelabelFst<A>(*this, safe);
}
virtual void InitStateIterator(StateIteratorData<A> *data) const;
virtual void InitArcIterator(StateId s, ArcIteratorData<A> *data) const {
return GetImpl()->InitArcIterator(s, data);
}
private:
// Makes visible to friends.
Impl *GetImpl() const { return ImplToFst<Impl>::GetImpl(); }
void operator=(const RelabelFst<A> &fst); // disallow
};
// Specialization for RelabelFst.
template<class A>
class StateIterator< RelabelFst<A> > : public StateIteratorBase<A> {
public:
typedef typename A::StateId StateId;
explicit StateIterator(const RelabelFst<A> &fst)
: impl_(fst.GetImpl()), siter_(*impl_->fst_), s_(0) {}
bool Done() const { return siter_.Done(); }
StateId Value() const { return s_; }
void Next() {
if (!siter_.Done()) {
++s_;
siter_.Next();
}
}
void Reset() {
s_ = 0;
siter_.Reset();
}
private:
bool Done_() const { return Done(); }
StateId Value_() const { return Value(); }
void Next_() { Next(); }
void Reset_() { Reset(); }
const RelabelFstImpl<A> *impl_;
StateIterator< Fst<A> > siter_;
StateId s_;
DISALLOW_COPY_AND_ASSIGN(StateIterator);
};
// Specialization for RelabelFst.
template <class A>
class ArcIterator< RelabelFst<A> >
: public CacheArcIterator< RelabelFst<A> > {
public:
typedef typename A::StateId StateId;
ArcIterator(const RelabelFst<A> &fst, StateId s)
: CacheArcIterator< RelabelFst<A> >(fst.GetImpl(), s) {
if (!fst.GetImpl()->HasArcs(s))
fst.GetImpl()->Expand(s);
}
private:
DISALLOW_COPY_AND_ASSIGN(ArcIterator);
};
template <class A> inline
void RelabelFst<A>::InitStateIterator(StateIteratorData<A> *data) const {
data->base = new StateIterator< RelabelFst<A> >(*this);
}
// Useful alias when using StdArc.
typedef RelabelFst<StdArc> StdRelabelFst;
} // namespace fst
#endif // FST_LIB_RELABEL_H__