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#include <fstream>
#include <iostream>
#include <string>
#include <boost/archive/binary_oarchive.hpp>
#include <boost/filesystem.hpp>
#include <boost/program_options.hpp>
#include <boost/program_options/variables_map.hpp>
#include "alignment.h"
#include "data_array.h"
#include "precomputation.h"
#include "suffix_array.h"
#include "time_util.h"
#include "translation_table.h"
#include "vocabulary.h"
namespace ar = boost::archive;
namespace fs = boost::filesystem;
namespace po = boost::program_options;
using namespace std;
using namespace extractor;
int main(int argc, char** argv) {
po::options_description desc("Command line options");
desc.add_options()
("help,h", "Show available options")
("source,f", po::value<string>(), "Source language corpus")
("target,e", po::value<string>(), "Target language corpus")
("bitext,b", po::value<string>(), "Parallel text (source ||| target)")
("alignment,a", po::value<string>()->required(), "Bitext word alignment")
("output,o", po::value<string>()->required(), "Output path")
("config,c", po::value<string>()->required(),
"Path where the config file will be generated")
("frequent", po::value<int>()->default_value(100),
"Number of precomputed frequent patterns")
("super_frequent", po::value<int>()->default_value(10),
"Number of precomputed super frequent patterns")
("max_rule_span,s", po::value<int>()->default_value(15),
"Maximum rule span")
("max_rule_symbols,l", po::value<int>()->default_value(5),
"Maximum number of symbols (terminals + nontermals) in a rule")
("min_gap_size,g", po::value<int>()->default_value(1), "Minimum gap size")
("max_phrase_len,p", po::value<int>()->default_value(4),
"Maximum frequent phrase length")
("min_frequency", po::value<int>()->default_value(1000),
"Minimum number of occurrences for a pharse to be considered frequent");
po::variables_map vm;
po::store(po::parse_command_line(argc, argv, desc), vm);
// Check for help argument before notify, so we don't need to pass in the
// required parameters.
if (vm.count("help")) {
cout << desc << endl;
return 0;
}
po::notify(vm);
if (!((vm.count("source") && vm.count("target")) || vm.count("bitext"))) {
cerr << "A paralel corpus is required. "
<< "Use -f (source) with -e (target) or -b (bitext)."
<< endl;
return 1;
}
fs::path output_dir(vm["output"].as<string>());
if (!fs::exists(output_dir)) {
fs::create_directory(output_dir);
}
// Reading source and target data.
Clock::time_point start_time = Clock::now();
cerr << "Reading source and target data..." << endl;
shared_ptr<DataArray> source_data_array, target_data_array;
if (vm.count("bitext")) {
source_data_array = make_shared<DataArray>(
vm["bitext"].as<string>(), SOURCE);
target_data_array = make_shared<DataArray>(
vm["bitext"].as<string>(), TARGET);
} else {
source_data_array = make_shared<DataArray>(vm["source"].as<string>());
target_data_array = make_shared<DataArray>(vm["target"].as<string>());
}
ofstream config_stream(vm["config"].as<string>());
Clock::time_point start_write = Clock::now();
string target_path = (output_dir / fs::path("target.bin")).string();
config_stream << "target = " << target_path << endl;
ofstream target_fstream(target_path);
ar::binary_oarchive target_stream(target_fstream);
target_stream << *target_data_array;
Clock::time_point stop_write = Clock::now();
double write_duration = GetDuration(start_write, stop_write);
Clock::time_point stop_time = Clock::now();
cerr << "Reading data took " << GetDuration(start_time, stop_time)
<< " seconds" << endl;
// Constructing and compiling the suffix array.
start_time = Clock::now();
cerr << "Constructing source suffix array..." << endl;
shared_ptr<SuffixArray> source_suffix_array =
make_shared<SuffixArray>(source_data_array);
start_write = Clock::now();
string source_path = (output_dir / fs::path("source.bin")).string();
config_stream << "source = " << source_path << endl;
ofstream source_fstream(source_path);
ar::binary_oarchive output_stream(source_fstream);
output_stream << *source_suffix_array;
stop_write = Clock::now();
write_duration += GetDuration(start_write, stop_write);
cerr << "Constructing suffix array took "
<< GetDuration(start_time, stop_time) << " seconds" << endl;
// Reading alignment.
start_time = Clock::now();
cerr << "Reading alignment..." << endl;
shared_ptr<Alignment> alignment =
make_shared<Alignment>(vm["alignment"].as<string>());
start_write = Clock::now();
string alignment_path = (output_dir / fs::path("alignment.bin")).string();
config_stream << "alignment = " << alignment_path << endl;
ofstream alignment_fstream(alignment_path);
ar::binary_oarchive alignment_stream(alignment_fstream);
alignment_stream << *alignment;
stop_write = Clock::now();
write_duration += GetDuration(start_write, stop_write);
stop_time = Clock::now();
cerr << "Reading alignment took "
<< GetDuration(start_time, stop_time) << " seconds" << endl;
shared_ptr<Vocabulary> vocabulary = make_shared<Vocabulary>();
start_time = Clock::now();
cerr << "Precomputing collocations..." << endl;
Precomputation precomputation(
vocabulary,
source_suffix_array,
vm["frequent"].as<int>(),
vm["super_frequent"].as<int>(),
vm["max_rule_span"].as<int>(),
vm["max_rule_symbols"].as<int>(),
vm["min_gap_size"].as<int>(),
vm["max_phrase_len"].as<int>(),
vm["min_frequency"].as<int>());
start_write = Clock::now();
string precomputation_path = (output_dir / fs::path("precomp.bin")).string();
config_stream << "precomputation = " << precomputation_path << endl;
ofstream precomp_fstream(precomputation_path);
ar::binary_oarchive precomp_stream(precomp_fstream);
precomp_stream << precomputation;
string vocabulary_path = (output_dir / fs::path("vocab.bin")).string();
config_stream << "vocabulary = " << vocabulary_path << endl;
ofstream vocab_fstream(vocabulary_path);
ar::binary_oarchive vocab_stream(vocab_fstream);
vocab_stream << *vocabulary;
stop_write = Clock::now();
write_duration += GetDuration(start_write, stop_write);
stop_time = Clock::now();
cerr << "Precomputing collocations took "
<< GetDuration(start_time, stop_time) << " seconds" << endl;
start_time = Clock::now();
cerr << "Precomputing conditional probabilities..." << endl;
TranslationTable table(source_data_array, target_data_array, alignment);
start_write = Clock::now();
string table_path = (output_dir / fs::path("bilex.bin")).string();
config_stream << "ttable = " << table_path << endl;
ofstream table_fstream(table_path);
ar::binary_oarchive table_stream(table_fstream);
table_stream << table;
stop_write = Clock::now();
write_duration += GetDuration(start_write, stop_write);
stop_time = Clock::now();
cerr << "Precomputing conditional probabilities took "
<< GetDuration(start_time, stop_time) << " seconds" << endl;
cerr << "Total time spent writing: " << write_duration
<< " seconds" << endl;
return 0;
}
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