mirror of
https://github.com/moses-smt/mosesdecoder.git
synced 2024-09-11 11:25:40 +03:00
49 lines
1.3 KiB
C++
49 lines
1.3 KiB
C++
#include "Classifier.h"
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#include "vw.h"
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#include "../moses/Util.h"
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#include <iostream>
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#include <boost/algorithm/string/predicate.hpp>
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using namespace boost::algorithm;
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namespace Discriminative
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{
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ClassifierFactory::ClassifierFactory(const std::string &modelFile, const std::string &vwOptions)
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: m_vwOptions(vwOptions), m_train(false)
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{
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m_VWInstance = VW::initialize(VW_DEFAULT_OPTIONS + " -i " + modelFile + vwOptions);
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}
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ClassifierFactory::ClassifierFactory(const std::string &modelFilePrefix)
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: m_lastId(0), m_train(true)
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{
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if (ends_with(modelFilePrefix, ".gz")) {
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m_modelFilePrefix = modelFilePrefix.substr(0, modelFilePrefix.size() - 3);
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m_gzip = true;
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} else {
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m_modelFilePrefix = modelFilePrefix;
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m_gzip = false;
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}
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}
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ClassifierFactory::~ClassifierFactory()
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{
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if (! m_train)
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VW::finish(*m_VWInstance);
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}
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ClassifierFactory::ClassifierPtr ClassifierFactory::operator()()
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{
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if (m_train) {
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boost::unique_lock<boost::mutex> lock(m_mutex); // avoid possible race for m_lastId
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return ClassifierFactory::ClassifierPtr(
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new VWTrainer(m_modelFilePrefix + "." + Moses::SPrint(m_lastId++) + (m_gzip ? ".gz" : "")));
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} else {
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return ClassifierFactory::ClassifierPtr(
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new VWPredictor(m_VWInstance, VW_DEFAULT_PARSER_OPTIONS + m_vwOptions));
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}
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}
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}
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