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#ifndef _PRECOMPUTATION_H_
#define _PRECOMPUTATION_H_
#include <memory>
#include <unordered_map>
#include <unordered_set>
#include <tuple>
#include <vector>
#include <boost/functional/hash.hpp>
#include <boost/serialization/serialization.hpp>
#include <boost/serialization/utility.hpp>
#include <boost/serialization/vector.hpp>
using namespace std;
namespace extractor {
typedef boost::hash<vector<int>> VectorHash;
typedef unordered_map<vector<int>, vector<int>, VectorHash> Index;
class DataArray;
class SuffixArray;
class Vocabulary;
/**
* Data structure wrapping an index with all the occurrences of the most
* frequent discontiguous collocations in the source data.
*
* Let a, b, c be contiguous collocations. The index will contain an entry for
* every collocation of the form:
* - aXb, where a and b are frequent
* - aXbXc, where a and b are super-frequent and c is frequent or
* b and c are super-frequent and a is frequent.
*/
class Precomputation {
public:
// Constructs the index using the suffix array.
Precomputation(
shared_ptr<Vocabulary> vocabulary, shared_ptr<SuffixArray> suffix_array,
int num_frequent_patterns, int num_super_frequent_patterns,
int max_rule_span, int max_rule_symbols, int min_gap_size,
int max_frequent_phrase_len, int min_frequency);
// Creates empty precomputation data structure.
Precomputation();
virtual ~Precomputation();
// Returns whether a pattern is contained in the index of collocations.
virtual bool Contains(const vector<int>& pattern) const;
// Returns the list of collocations for a given pattern.
virtual vector<int> GetCollocations(const vector<int>& pattern) const;
bool operator==(const Precomputation& other) const;
private:
// Finds the most frequent contiguous collocations.
vector<vector<int>> FindMostFrequentPatterns(
shared_ptr<SuffixArray> suffix_array, const vector<int>& data,
int num_frequent_patterns, int max_frequent_phrase_len,
int min_frequency);
vector<int> AnnotatePattern(shared_ptr<Vocabulary> vocabulary,
shared_ptr<DataArray> data_array,
const vector<int>& pattern) const;
// Given the locations of the frequent contiguous collocations in a sentence,
// it adds new entries to the index for each discontiguous collocation
// matching the criteria specified in the class description.
void UpdateIndex(
const vector<tuple<int, int, int>>& matchings,
const vector<vector<int>>& annotations,
int max_rule_span, int min_gap_size, int max_rule_symbols);
void AppendSubpattern(vector<int>& pattern, const vector<int>& subpattern);
// Adds an occurrence of a binary collocation.
void AppendCollocation(vector<int>& collocations, int pos1, int pos2);
// Adds an occurrence of a ternary collocation.
void AppendCollocation(vector<int>& collocations, int pos1, int pos2, int pos3);
friend class boost::serialization::access;
template<class Archive> void save(Archive& ar, unsigned int) const {
int num_entries = index.size();
ar << num_entries;
for (pair<vector<int>, vector<int>> entry: index) {
ar << entry;
}
}
template<class Archive> void load(Archive& ar, unsigned int) {
int num_entries;
ar >> num_entries;
for (size_t i = 0; i < num_entries; ++i) {
pair<vector<int>, vector<int>> entry;
ar >> entry;
index.insert(entry);
}
}
BOOST_SERIALIZATION_SPLIT_MEMBER();
Index index;
};
} // namespace extractor
#endif
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