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#include "data_array.h"
#include <fstream>
#include <iostream>
#include <sstream>
#include <string>
#include <boost/filesystem.hpp>
namespace fs = boost::filesystem;
using namespace std;
int DataArray::NULL_WORD = 0;
int DataArray::END_OF_LINE = 1;
string DataArray::NULL_WORD_STR = "__NULL__";
string DataArray::END_OF_LINE_STR = "__END_OF_LINE__";
DataArray::DataArray() {
InitializeDataArray();
}
DataArray::DataArray(const string& filename) {
InitializeDataArray();
ifstream infile(filename.c_str());
vector<string> lines;
string line;
while (getline(infile, line)) {
lines.push_back(line);
}
CreateDataArray(lines);
}
DataArray::DataArray(const string& filename, const Side& side) {
InitializeDataArray();
ifstream infile(filename.c_str());
vector<string> lines;
string line, delimiter = "|||";
while (getline(infile, line)) {
int position = line.find(delimiter);
if (side == SOURCE) {
lines.push_back(line.substr(0, position));
} else {
lines.push_back(line.substr(position + delimiter.size()));
}
}
CreateDataArray(lines);
}
void DataArray::InitializeDataArray() {
word2id[NULL_WORD_STR] = NULL_WORD;
id2word.push_back(NULL_WORD_STR);
word2id[END_OF_LINE_STR] = END_OF_LINE;
id2word.push_back(END_OF_LINE_STR);
}
void DataArray::CreateDataArray(const vector<string>& lines) {
for (size_t i = 0; i < lines.size(); ++i) {
sentence_start.push_back(data.size());
istringstream iss(lines[i]);
string word;
while (iss >> word) {
if (word2id.count(word) == 0) {
word2id[word] = id2word.size();
id2word.push_back(word);
}
data.push_back(word2id[word]);
sentence_id.push_back(i);
}
data.push_back(END_OF_LINE);
sentence_id.push_back(i);
}
sentence_start.push_back(data.size());
data.shrink_to_fit();
sentence_id.shrink_to_fit();
sentence_start.shrink_to_fit();
}
DataArray::~DataArray() {}
const vector<int>& DataArray::GetData() const {
return data;
}
int DataArray::AtIndex(int index) const {
return data[index];
}
string DataArray::GetWordAtIndex(int index) const {
return id2word[data[index]];
}
int DataArray::GetSize() const {
return data.size();
}
int DataArray::GetVocabularySize() const {
return id2word.size();
}
int DataArray::GetNumSentences() const {
return sentence_start.size() - 1;
}
int DataArray::GetSentenceStart(int position) const {
return sentence_start[position];
}
int DataArray::GetSentenceLength(int sentence_id) const {
// Ignore end of line markers.
return sentence_start[sentence_id + 1] - sentence_start[sentence_id] - 1;
}
int DataArray::GetSentenceId(int position) const {
return sentence_id[position];
}
void DataArray::WriteBinary(const fs::path& filepath) const {
WriteBinary(fopen(filepath.string().c_str(), "w"));
}
void DataArray::WriteBinary(FILE* file) const {
int size = id2word.size();
fwrite(&size, sizeof(int), 1, file);
for (string word: id2word) {
size = word.size();
fwrite(&size, sizeof(int), 1, file);
fwrite(word.data(), sizeof(char), size, file);
}
size = data.size();
fwrite(&size, sizeof(int), 1, file);
fwrite(data.data(), sizeof(int), size, file);
size = sentence_id.size();
fwrite(&size, sizeof(int), 1, file);
fwrite(sentence_id.data(), sizeof(int), size, file);
size = sentence_start.size();
fwrite(&size, sizeof(int), 1, file);
fwrite(sentence_start.data(), sizeof(int), 1, file);
}
bool DataArray::HasWord(const string& word) const {
return word2id.count(word);
}
int DataArray::GetWordId(const string& word) const {
auto result = word2id.find(word);
return result == word2id.end() ? -1 : result->second;
}
string DataArray::GetWord(int word_id) const {
return id2word[word_id];
}
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