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CanonicalHuffman.h « CompactPT « TranslationModel « moses2 « contrib - github.com/moses-smt/mosesdecoder.git - Unnamed repository; edit this file 'description' to name the repository.
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// $Id$
// vim:tabstop=2
/***********************************************************************
 Moses - factored phrase-based language decoder
 Copyright (C) 2006 University of Edinburgh

 This library is free software; you can redistribute it and/or
 modify it under the terms of the GNU Lesser General Public
 License as published by the Free Software Foundation; either
 version 2.1 of the License, or (at your option) any later version.

 This library is distributed in the hope that it will be useful,
 but WITHOUT ANY WARRANTY; without even the implied warranty of
 MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
 Lesser General Public License for more details.

 You should have received a copy of the GNU Lesser General Public
 License along with this library; if not, write to the Free Software
 Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301  USA
 ***********************************************************************/

#ifndef moses_CanonicalHuffman_h
#define moses_CanonicalHuffman_h

#include <string>
#include <algorithm>
#include <boost/dynamic_bitset.hpp>
#include <boost/unordered_map.hpp>

#include "ThrowingFwrite.h"

namespace Moses2
{

template<typename Data>
class CanonicalHuffman
{
private:
  std::vector<Data> m_symbols;
  std::vector<size_t> m_firstCodes;
  std::vector<size_t> m_lengthIndex;

  typedef boost::unordered_map<Data, boost::dynamic_bitset<> > EncodeMap;
  EncodeMap m_encodeMap;

  struct MinHeapSorter
  {
    std::vector<size_t>& m_vec;

    MinHeapSorter(std::vector<size_t>& vec) :
        m_vec(vec)
    {
    }

    bool operator()(size_t a, size_t b)
    {
      return m_vec[a] > m_vec[b];
    }
  };

  template<class Iterator>
  void CalcLengths(Iterator begin, Iterator end, std::vector<size_t>& lengths)
  {
    size_t n = std::distance(begin, end);
    std::vector<size_t> A(2 * n, 0);

    m_symbols.resize(n);
    size_t i = 0;
    for (Iterator it = begin; it != end; it++) {
      m_symbols[i] = it->first;

      A[i] = n + i;
      A[n + i] = it->second;
      i++;
    }

    if (n == 1) {
      lengths.push_back(1);
      return;
    }

    MinHeapSorter hs(A);
    std::make_heap(A.begin(), A.begin() + n, hs);

    size_t h = n;
    size_t m1, m2;
    while (h > 1) {
      m1 = A[0];
      std::pop_heap(A.begin(), A.begin() + h, hs);

      h--;

      m2 = A[0];
      std::pop_heap(A.begin(), A.begin() + h, hs);

      A[h] = A[m1] + A[m2];
      A[h - 1] = h;
      A[m1] = A[m2] = h;

      std::push_heap(A.begin(), A.begin() + h, hs);
    }

    A[1] = 0;
    for (size_t i = 2; i < 2 * n; i++)
      A[i] = A[A[i]] + 1;

    lengths.resize(n);
    for (size_t i = 0; i < n; i++)
      lengths[i] = A[i + n];
  }

  void CalcCodes(std::vector<size_t>& lengths)
  {
    std::vector<size_t> numLength;
    for (std::vector<size_t>::iterator it = lengths.begin();
        it != lengths.end(); it++) {
      size_t length = *it;
      if (numLength.size() <= length) numLength.resize(length + 1, 0);
      numLength[length]++;
    }

    m_lengthIndex.resize(numLength.size());
    m_lengthIndex[0] = 0;
    for (size_t l = 1; l < numLength.size(); l++)
      m_lengthIndex[l] = m_lengthIndex[l - 1] + numLength[l - 1];

    size_t maxLength = numLength.size() - 1;

    m_firstCodes.resize(maxLength + 1, 0);
    for (size_t l = maxLength - 1; l > 0; l--)
      m_firstCodes[l] = (m_firstCodes[l + 1] + numLength[l + 1]) / 2;

    std::vector<Data> t_symbols;
    t_symbols.resize(lengths.size());

    std::vector<size_t> nextCode = m_firstCodes;
    for (size_t i = 0; i < lengths.size(); i++) {
      Data data = m_symbols[i];
      size_t length = lengths[i];

      size_t pos = m_lengthIndex[length]
          + (nextCode[length] - m_firstCodes[length]);
      t_symbols[pos] = data;

      nextCode[length] = nextCode[length] + 1;
    }

    m_symbols.swap(t_symbols);
  }

  void CreateCodeMap()
  {
    for (size_t l = 1; l < m_lengthIndex.size(); l++) {
      size_t intCode = m_firstCodes[l];
      size_t num = (
          (l + 1 < m_lengthIndex.size()) ?
              m_lengthIndex[l + 1] : m_symbols.size()) - m_lengthIndex[l];

      for (size_t i = 0; i < num; i++) {
        Data data = m_symbols[m_lengthIndex[l] + i];
        boost::dynamic_bitset<> bitCode(l, intCode);
        m_encodeMap[data] = bitCode;
        intCode++;
      }
    }
  }

  const boost::dynamic_bitset<>& Encode(Data data) const
  {
    typename EncodeMap::const_iterator it = m_encodeMap.find(data);
    UTIL_THROW_IF2(it == m_encodeMap.end(),
        "Cannot find symbol in encoding map");
    return it->second;
  }

  template<class BitWrapper>
  void PutCode(BitWrapper& bitWrapper, const boost::dynamic_bitset<>& code)
  {
    for (int j = code.size() - 1; j >= 0; j--)
      bitWrapper.Put(code[j]);
  }

public:

  template<class Iterator>
  CanonicalHuffman(Iterator begin, Iterator end, bool forEncoding = true)
  {
    std::vector<size_t> lengths;
    CalcLengths(begin, end, lengths);
    CalcCodes(lengths);

    if (forEncoding) CreateCodeMap();
  }

  CanonicalHuffman(std::FILE* pFile, bool forEncoding = false)
  {
    Load(pFile);

    if (forEncoding) CreateCodeMap();
  }

  template<class BitWrapper>
  void Put(BitWrapper& bitWrapper, Data data)
  {
    PutCode(bitWrapper, Encode(data));
  }

  template<class BitWrapper>
  Data Read(BitWrapper& bitWrapper)
  {
    if (bitWrapper.TellFromEnd()) {
      size_t intCode = bitWrapper.Read();
      size_t len = 1;
      while (intCode < m_firstCodes[len]) {
        intCode = 2 * intCode + bitWrapper.Read();
        len++;
      }
      return m_symbols[m_lengthIndex[len] + (intCode - m_firstCodes[len])];
    }
    return Data();
  }

  size_t Load(std::FILE* pFile)
  {
    size_t start = std::ftell(pFile);
    size_t read = 0;

    size_t size;
    read += std::fread(&size, sizeof(size_t), 1, pFile);
    m_symbols.resize(size);
    read += std::fread(&m_symbols[0], sizeof(Data), size, pFile);

    read += std::fread(&size, sizeof(size_t), 1, pFile);
    m_firstCodes.resize(size);
    read += std::fread(&m_firstCodes[0], sizeof(size_t), size, pFile);

    read += std::fread(&size, sizeof(size_t), 1, pFile);
    m_lengthIndex.resize(size);
    read += std::fread(&m_lengthIndex[0], sizeof(size_t), size, pFile);

    return std::ftell(pFile) - start;
  }

  size_t Save(std::FILE* pFile)
  {
    size_t start = std::ftell(pFile);

    size_t size = m_symbols.size();
    ThrowingFwrite(&size, sizeof(size_t), 1, pFile);
    ThrowingFwrite(&m_symbols[0], sizeof(Data), size, pFile);

    size = m_firstCodes.size();
    ThrowingFwrite(&size, sizeof(size_t), 1, pFile);
    ThrowingFwrite(&m_firstCodes[0], sizeof(size_t), size, pFile);

    size = m_lengthIndex.size();
    ThrowingFwrite(&size, sizeof(size_t), 1, pFile);
    ThrowingFwrite(&m_lengthIndex[0], sizeof(size_t), size, pFile);

    return std::ftell(pFile) - start;
  }
};

template<class Container = std::string>
class BitWrapper
{
private:
  Container& m_data;

  typename Container::iterator m_iterator;
  typename Container::value_type m_currentValue;

  size_t m_valueBits;
  typename Container::value_type m_mask;
  size_t m_bitPos;

public:

  BitWrapper(Container &data) :
      m_data(data), m_iterator(m_data.begin()), m_currentValue(0), m_valueBits(
          sizeof(typename Container::value_type) * 8), m_mask(1), m_bitPos(0)
  {
  }

  bool Read()
  {
    if (m_bitPos % m_valueBits == 0) {
      if (m_iterator != m_data.end()) m_currentValue = *m_iterator++;
    }
    else m_currentValue = m_currentValue >> 1;

    m_bitPos++;
    return (m_currentValue & m_mask);
  }

  void Put(bool bit)
  {
    if (m_bitPos % m_valueBits == 0) m_data.push_back(0);

    if (bit) m_data[m_data.size() - 1] |= m_mask << (m_bitPos % m_valueBits);

    m_bitPos++;
  }

  size_t Tell()
  {
    return m_bitPos;
  }

  size_t TellFromEnd()
  {
    if (m_data.size() * m_valueBits < m_bitPos) return 0;
    return m_data.size() * m_valueBits - m_bitPos;
  }

  void Seek(size_t bitPos)
  {
    m_bitPos = bitPos;
    m_iterator = m_data.begin() + int((m_bitPos - 1) / m_valueBits);
    m_currentValue = (*m_iterator) >> ((m_bitPos - 1) % m_valueBits);
    m_iterator++;
  }

  void SeekFromEnd(size_t bitPosFromEnd)
  {
    size_t bitPos = m_data.size() * m_valueBits - bitPosFromEnd;
    Seek(bitPos);
  }

  void Reset()
  {
    m_iterator = m_data.begin();
    m_currentValue = 0;
    m_bitPos = 0;
  }

  Container& GetContainer()
  {
    return m_data;
  }
};

}

#endif