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ospell.h
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ospell.h
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/* -*- Mode: C++ -*- */
// Copyright 2010 University of Helsinki
//
// 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.
#ifndef HFST_OSPELL_OSPELL_H_
#define HFST_OSPELL_OSPELL_H_ 1
#include "hfstol-stdafx.h"
#include <string>
#include <deque>
#include <queue>
#include <list>
#include <stdexcept>
#include <limits>
#include <ctime>
#include "hfst-ol.h"
namespace hfst_ospell {
//! Internal class for transition processing.
struct TreeNode;
struct CacheContainer;
typedef std::pair<std::string, std::string> StringPair;
typedef std::pair<std::string, Weight> StringWeightPair;
typedef std::pair<std::vector<std::string>, Weight> SymbolsWeightPair;
typedef std::vector<StringWeightPair> StringWeightVector;
typedef std::pair<std::pair<std::string, std::string>, Weight>
StringPairWeightPair;
typedef std::vector<TreeNode> TreeNodeVector;
typedef std::map<std::string, Weight> StringWeightMap;
//! Contains low-level processing stuff.
struct STransition{
TransitionTableIndex index; //!< index to transition
SymbolNumber symbol; //!< symbol of transition
Weight weight; //!< weight of transition
//!
//! create transition without weight
STransition(TransitionTableIndex i,
SymbolNumber s):
index(i),
symbol(s),
weight(0.0)
{}
//! create transition with weight
STransition(TransitionTableIndex i,
SymbolNumber s,
Weight w):
index(i),
symbol(s),
weight(w)
{}
};
//! @brief comparison for establishing order for priority queue for suggestions.
//! The suggestions that are stored in a priority queue are arranged in
//! ascending order of the weight component, following the basic penalty
//! weight logic of tropical semiring that is present in most weighted
//! finite-state spell-checking automata.
class StringWeightComparison
/* results are reversed by default because greater weights represent
worse results - to reverse the reversal, give a true argument*/
{
bool reverse;
public:
//!
//! construct a result comparator with ascending or descending weight order
StringWeightComparison(bool reverse_result=false):
reverse(reverse_result)
{}
//!
//! compare two string weight pairs for weights
bool operator() (const StringWeightPair& lhs, const StringWeightPair& rhs) const
{ // return true when we want rhs to appear before lhs
if (reverse) {
return (lhs.second < rhs.second);
}
else {
return (lhs.second > rhs.second);
}
}
};
//! The suggestions that are stored in a priority queue are arranged in
//! as in StringWeightComparison.
//
//! Follows weight value logic.
//! @see StringWeightComparison.
class SymbolsWeightComparison
/* results are reversed by default because greater weights represent
worse results - to reverse the reversal, give a true argument*/
{
bool reverse;
public:
//!
//! construct a result comparator with ascending or descending weight order
SymbolsWeightComparison(bool reverse_result=false):
reverse(reverse_result)
{}
//!
//! compare two symbols weight pairs for weights
bool operator() (const SymbolsWeightPair& lhs, const SymbolsWeightPair& rhs) const
{ // return true when we want rhs to appear before lhs
if (reverse) {
return (lhs.second < rhs.second);
}
else {
return (lhs.second > rhs.second);
}
}
};
//! @brief comparison for complex analysis queues
//
//! Follows weight value logic.
//! @see StringWeightComparison.
class StringPairWeightComparison
{
bool reverse;
public:
//!
//! create result comparator with ascending or descending weight order
StringPairWeightComparison(bool reverse_result=false):
reverse(reverse_result)
{}
//!
//! compare two analysis corrections for weights
bool operator() (const StringPairWeightPair& lhs, const StringPairWeightPair& rhs) const
{ // return true when we want rhs to appear before lhs
if (reverse) {
return (lhs.second < rhs.second);
}
else {
return (lhs.second > rhs.second);
}
}
};
typedef std::priority_queue<StringWeightPair,
std::vector<StringWeightPair>,
StringWeightComparison> CorrectionQueue;
typedef std::priority_queue<StringWeightPair,
std::vector<StringWeightPair>,
StringWeightComparison> AnalysisQueue;
typedef std::priority_queue<StringWeightPair,
std::vector<StringWeightPair>,
StringWeightComparison> HyphenationQueue;
typedef std::priority_queue<StringPairWeightPair,
std::vector<StringPairWeightPair>,
StringPairWeightComparison> AnalysisCorrectionQueue;
typedef std::priority_queue<SymbolsWeightPair,
std::vector<SymbolsWeightPair>,
SymbolsWeightComparison> AnalysisSymbolsQueue;
struct WeightQueue: public std::list<Weight>
{
void push(Weight w); // add a new weight
void pop(void); // delete the biggest weight
Weight get_lowest(void) const;
Weight get_highest(void) const;
};
//! Internal class for Transducer processing.
//! Contains low-level processing stuff.
class Transducer
{
protected:
TransducerHeader header; //!< header data
TransducerAlphabet alphabet; //!< alphabet data
KeyTable * keys; //!< key symbol mappings
Encoder encoder; //!< encoder to convert the strings
static const TransitionTableIndex START_INDEX = 0; //!< position of first
public:
//!
//! read transducer from file @a f
Transducer(FILE * f);
//!
//! read transducer from raw dara @a data
Transducer(char * raw);
IndexTable indices; //!< index table
TransitionTable transitions; //!< transition table
//!
//! Deprecated functions for single-tranducer lookup
//! Speller::analyse() is recommended
bool initialize_input_vector(SymbolVector & input_vector,
Encoder * encoder,
char * line);
AnalysisQueue lookup(char * line);
//!
//! whether it's final transition in this transducer
bool final_transition(TransitionTableIndex i);
//!
//! whether it's final index
bool final_index(TransitionTableIndex i);
//!
//! get transducers symbol table mapping
KeyTable * get_key_table(void);
//!
//! find key for string or create it
SymbolNumber find_next_key(char ** p);
//!
//! get encoder for mapping sttrings and symbols
Encoder * get_encoder(void);
//!
//! get size of a state
unsigned int get_state_size(void);
//!
//! get position of the ? symbols
SymbolNumber get_unknown(void) const;
SymbolNumber get_identity(void) const;
//!
//! get alphabet of automaton
TransducerAlphabet * get_alphabet(void);
//!
//! get flag stuff of automaton
OperationMap * get_operations(void);
//!
//! follow epsilon transitions from index
STransition take_epsilons(const TransitionTableIndex i) const;
//!
//! follow epsilon transitions and falsg form index
STransition take_epsilons_and_flags(const TransitionTableIndex i);
//!
//! follow real transitions from index
STransition take_non_epsilons(const TransitionTableIndex i,
const SymbolNumber symbol) const;
//!
//! get next index
TransitionTableIndex next(const TransitionTableIndex i,
const SymbolNumber symbol) const;
//!
//! get next epsilon inedx
TransitionTableIndex next_e(const TransitionTableIndex i) const;
//!
//! whether state has any transitions with @a symbol
bool has_transitions(const TransitionTableIndex i,
const SymbolNumber symbol) const;
//!
//! whether state has epsilon s or flag s
bool has_epsilons_or_flags(const TransitionTableIndex i);
//!
//! whether state has non-epsilons or non-flags
bool has_non_epsilons_or_flags(const TransitionTableIndex i);
//!
//! whether it's final
bool is_final(const TransitionTableIndex i);
//!
//! get final weight
Weight final_weight(const TransitionTableIndex i) const;
//!
//! whether it's a flag
bool is_flag(const SymbolNumber symbol);
//!
//! whether it's weighedc
bool is_weighted(void);
};
//! Internal class for alphabet processing.
//! Contains low-level processing stuff.
struct TreeNode
{
// SymbolVector input_string; //<! the current input vector
SymbolVector string; //!< the current output vector
unsigned int input_state; //!< its input state
TransitionTableIndex mutator_state; //!< state in error model
TransitionTableIndex lexicon_state; //!< state in language model
FlagDiacriticState flag_state; //!< state of flags
Weight weight; //!< weight
//!
//! construct a node in trie from all that stuff
TreeNode(SymbolVector prev_string,
unsigned int i,
TransitionTableIndex mutator,
TransitionTableIndex lexicon,
FlagDiacriticState state,
Weight w):
string(prev_string),
input_state(i),
mutator_state(mutator),
lexicon_state(lexicon),
flag_state(state),
weight(w)
{ }
//!
//! construct empty node with a starting state for flags
TreeNode(FlagDiacriticState start_state): // starting state node
string(SymbolVector()),
input_state(0),
mutator_state(0),
lexicon_state(0),
flag_state(start_state),
weight(0.0)
{ }
//!
//! check if tree node is compatible with flag diacritc
bool try_compatible_with(FlagDiacriticOperation op);
//!
//! traverse some node in lexicon
TreeNode update_lexicon(SymbolNumber next_symbol,
TransitionTableIndex next_lexicon,
Weight weight);
//!
//! traverse some node in error model
TreeNode update_mutator(TransitionTableIndex next_mutator,
Weight weight);
//!
//! The update functions return updated copies of this state
TreeNode update(SymbolNumber output_symbol,
unsigned int next_input,
TransitionTableIndex next_mutator,
TransitionTableIndex next_lexicon,
Weight weight);
TreeNode update(SymbolNumber output_symbol,
TransitionTableIndex next_mutator,
TransitionTableIndex next_lexicon,
Weight weight);
};
typedef std::vector<TreeNode> TreeNodeQueue;
int nByte_utf8(unsigned char c);
//! Exception when speller cannot map characters of error model to language
//! model.
//! May get raised if error model automaton has output characters that are not
//! present in language model.
class AlphabetTranslationException: public std::runtime_error
{ // "what" should hold the first untranslatable symbol
public:
//!
//! create alpabet exception with symbol as explanation
AlphabetTranslationException(const std::string what):
std::runtime_error(what)
{ }
};
//! @brief Basic spell-checking automata pair unit.
//! Speller consists of two automata, one for language modeling and one for
//! error modeling. The speller object has low-level access to the automata
//! and convenience functions for checking, analysing and correction.
//! @see ZHfstOspeller for high level access.
class Speller
{
public:
Transducer * mutator; //!< error model
Transducer * lexicon; //!< languag model
SymbolVector input; //!< current input
TreeNodeQueue queue; //!< current traversal fifo stack
TreeNode next_node; //!< current next node
Weight limit; //!< current limit for weights
Weight best_suggestion; //!< best suggestion so far
WeightQueue nbest_queue; //!< queue to keep track of current n best results
SymbolVector alphabet_translator; //!< alphabets in automata
OperationMap * operations; //!< flags in it
//!< A cache for the result of first symbols
std::vector<CacheContainer> cache;
//!< what kind of limiting behaviour we have
enum LimitingBehaviour { None, MaxWeight, Nbest, Beam, MaxWeightNbest,
MaxWeightBeam, NbestBeam, MaxWeightNbestBeam } limiting;
//! what mode we're in
enum Mode { Check, Correct, Lookup } mode;
//! the maximum amount of time to take
double max_time;
//! when we started work
clock_t start_clock;
// A counter to avoid checking the clock too often
unsigned long call_counter;
// A flag to set for when time has been overstepped
bool limit_reached;
//!
//! Create a speller object form error model and language automata.
Speller(Transducer * mutator_ptr, Transducer * lexicon_ptr);
//!
//! size of states
SymbolNumber get_state_size(void);
//!
//! initialise string conversions
void build_alphabet_translator(void);
void add_symbol_to_alphabet_translator(SymbolNumber to_sym);
//!
//! initialize input string
bool init_input(char * line);
//!
//! travers epsilons in language model
void lexicon_epsilons(void);
bool has_lexicon_epsilons(void) const
{
return lexicon->has_epsilons_or_flags(next_node.lexicon_state + 1);
}
//!
//! traverse epsilons in error modle
void mutator_epsilons(void);
bool has_mutator_epsilons(void) const
{
return mutator->has_transitions(next_node.mutator_state + 1, 0);
}
//!
//! traverse along input
void consume_input();
//! helper functions for traversal
void queue_mutator_arcs(SymbolNumber input);
void lexicon_consume(void);
void queue_lexicon_arcs(SymbolNumber input,
unsigned int mutator_state,
Weight mutator_weight = 0.0,
int input_increment = 0);
//! @brief Check if the given string is accepted by the speller
//
//! foo
bool check(char * line);
//! @brief suggest corrections for given string @a line.
//
//! The number of corrections given and stored at any given time
//! is limited by @a nbest if ≥ 0.
CorrectionQueue correct(char * line, int nbest = 0,
Weight maxweight = -1.0,
Weight beam = -1.0,
float time_cutoff = 0.0);
bool is_under_weight_limit(Weight w) const;
void set_limiting_behaviour(int nbest, Weight maxweight, Weight beam);
void adjust_weight_limits(int nbest, Weight beam);
//! @brief analyse given string @a line.
//
//! If language model is two-tape, give a list of analyses for string.
//! If not, this should return queue of one result @a line if the
//! string is in language model and 0 results if it isn't.
AnalysisQueue analyse(char * line, int nbest = 0);
//! @brief analyse given string @a line.
//
//! Like analyse, but keep symbols separate, instead of concatenating to
//! strings.
AnalysisSymbolsQueue analyseSymbols(char * line, int nbest = 0);
void build_cache(SymbolNumber first_sym);
//! @brief Construct a cache entry for @a first_sym..
};
struct CacheContainer
{
// All the nodes that ultimately result from searching at input depth 1
TreeNodeVector nodes;
// The results are for length max one inputs only
StringWeightVector results_len_0;
StringWeightVector results_len_1;
bool empty;
CacheContainer(void): empty(true) {}
void clear(void)
{
nodes.clear();
results_len_0.clear();
results_len_1.clear();
}
};
std::string stringify(KeyTable * key_table,
SymbolVector & symbol_vector);
std::vector<std::string> symbolify(KeyTable * key_table,
SymbolVector & symbol_vector);
} // namespace hfst_ospell
// Some platforms lack strndup
char* hfst_strndup(const char* s, size_t n);
#endif // HFST_OSPELL_OSPELL_H_