serializer.h

Go to the documentation of this file.

 
#ifndef DMLC_SERIALIZER_H_
#define DMLC_SERIALIZER_H_
 
#include <vector>
#include <string>
#include <map>
#include <set>
#include <list>
#include <deque>
#include <utility>
 
#include "./base.h"
#include "./io.h"
#include "./logging.h"
#include "./type_traits.h"
#include "./endian.h"
 
#if DMLC_USE_CXX11
#include <unordered_map>
#include <unordered_set>
#endif
 
namespace dmlc {
namespace serializer {
template<typename T>
struct Handler;
 
 
template<bool cond, typename Then, typename Else, typename Return>
struct IfThenElse;
 
template<typename Then, typename Else, typename T>
struct IfThenElse<true, Then, Else, T> {
  inline static void Write(Stream *strm, const T &data) {
    Then::Write(strm, data);
  }
  inline static bool Read(Stream *strm, T *data) {
    return Then::Read(strm, data);
  }
};
template<typename Then, typename Else, typename T>
struct IfThenElse<false, Then, Else, T> {
  inline static void Write(Stream *strm, const T &data) {
    Else::Write(strm, data);
  }
  inline static bool Read(Stream *strm, T *data) {
    return Else::Read(strm, data);
  }
};
 
template<typename T>
struct NativePODHandler {
  inline static void Write(Stream *strm, const T &data) {
    strm->Write(&data, sizeof(T));
  }
  inline static bool Read(Stream *strm, T *dptr) {
    return strm->Read((void*)dptr, sizeof(T)) == sizeof(T);  // NOLINT(*)
  }
};
 
template<typename T>
struct ArithmeticHandler {
  inline static void Write(Stream *strm, const T &data) {
    if (DMLC_IO_NO_ENDIAN_SWAP) {
      strm->Write(&data, sizeof(T));
    } else {
      T copy = data;
      ByteSwap(&copy, sizeof(T), 1);
      strm->Write(&copy, sizeof(T));
    }
  }
  inline static bool Read(Stream *strm, T *dptr) {
    bool ret = strm->Read((void*)dptr, sizeof(T)) == sizeof(T);  // NOLINT(*)
    if (!DMLC_IO_NO_ENDIAN_SWAP) {
      ByteSwap(dptr, sizeof(T), 1);
    }
    return ret;
  }
};
 
// serializer for class that have save/load function
template<typename T>
struct SaveLoadClassHandler {
  inline static void Write(Stream *strm, const T &data) {
    data.Save(strm);
  }
  inline static bool Read(Stream *strm, T *data) {
    return data->Load(strm);
  }
};
 
template<typename T>
struct UndefinedSerializerFor {
};
 
template<typename T>
struct NativePODVectorHandler {
  inline static void Write(Stream *strm, const std::vector<T> &vec) {
    uint64_t sz = static_cast<uint64_t>(vec.size());
    strm->Write<uint64_t>(sz);
    if (sz != 0) {
      strm->Write(&vec[0], sizeof(T) * vec.size());
    }
  }
  inline static bool Read(Stream *strm, std::vector<T> *out_vec) {
    uint64_t sz;
    if (!strm->Read<uint64_t>(&sz)) return false;
    size_t size = static_cast<size_t>(sz);
    out_vec->resize(size);
    if (sz != 0) {
      size_t nbytes = sizeof(T) * size;
      return strm->Read(&(*out_vec)[0], nbytes) == nbytes;
    }
    return true;
  }
};
 
template<typename T>
struct ComposeVectorHandler {
  inline static void Write(Stream *strm, const std::vector<T> &vec) {
    uint64_t sz = static_cast<uint64_t>(vec.size());
    strm->Write<uint64_t>(sz);
    strm->WriteArray(dmlc::BeginPtr(vec), vec.size());
  }
  inline static bool Read(Stream *strm, std::vector<T> *out_vec) {
    uint64_t sz;
    if (!strm->Read<uint64_t>(&sz)) return false;
    size_t size = static_cast<size_t>(sz);
    out_vec->resize(size);
    return strm->ReadArray(dmlc::BeginPtr(*out_vec), size);
  }
};
 
template<typename T>
struct NativePODStringHandler {
  inline static void Write(Stream *strm, const std::basic_string<T> &vec) {
    uint64_t sz = static_cast<uint64_t>(vec.length());
    strm->Write<uint64_t>(sz);
    if (sz != 0) {
      strm->Write(&vec[0], sizeof(T) * vec.length());
    }
  }
  inline static bool Read(Stream *strm, std::basic_string<T> *out_vec) {
    uint64_t sz;
    if (!strm->Read<uint64_t>(&sz)) return false;
    size_t size = static_cast<size_t>(sz);
    out_vec->resize(size);
    if (sz != 0) {
      size_t nbytes = sizeof(T) * size;
      return strm->Read(&(*out_vec)[0], nbytes) == nbytes;
    }
    return true;
  }
};
 
template<typename TA, typename TB>
struct PairHandler {
  inline static void Write(Stream *strm, const std::pair<TA, TB> &data) {
    Handler<TA>::Write(strm, data.first);
    Handler<TB>::Write(strm, data.second);
  }
  inline static bool Read(Stream *strm, std::pair<TA, TB> *data) {
    return Handler<TA>::Read(strm, &(data->first)) &&
        Handler<TB>::Read(strm, &(data->second));
  }
};
 
// set type handler that can handle most collection type case
template<typename ContainerType, typename ElemType>
struct CollectionHandler {
  inline static void Write(Stream *strm, const ContainerType &data) {
    // dump data to vector
    std::vector<ElemType> vdata(data.begin(), data.end());
    // serialize the vector
    Handler<std::vector<ElemType> >::Write(strm, vdata);
  }
  inline static bool Read(Stream *strm, ContainerType *data) {
    std::vector<ElemType> vdata;
    if (!Handler<std::vector<ElemType> >::Read(strm, &vdata)) return false;
    data->clear();
    data->insert(vdata.begin(), vdata.end());
    return true;
  }
};
 
 
// handler that can handle most list type case
// this type insert function takes additional iterator
template<typename ListType>
struct ListHandler {
  inline static void Write(Stream *strm, const ListType &data) {
    typedef typename ListType::value_type ElemType;
    // dump data to vector
    std::vector<ElemType> vdata(data.begin(), data.end());
    // serialize the vector
    Handler<std::vector<ElemType> >::Write(strm, vdata);
  }
  inline static bool Read(Stream *strm, ListType *data) {
    typedef typename ListType::value_type ElemType;
    std::vector<ElemType> vdata;
    if (!Handler<std::vector<ElemType> >::Read(strm, &vdata)) return false;
    data->clear();
    data->insert(data->begin(), vdata.begin(), vdata.end());
    return true;
  }
};
 
 
template<typename T>
struct Handler {
  inline static void Write(Stream *strm, const T &data) {
    IfThenElse<dmlc::is_arithmetic<T>::value,
               ArithmeticHandler<T>,
               IfThenElse<dmlc::is_pod<T>::value && DMLC_IO_NO_ENDIAN_SWAP,
                          NativePODHandler<T>,
                          IfThenElse<dmlc::has_saveload<T>::value,
                                     SaveLoadClassHandler<T>,
                                     UndefinedSerializerFor<T>, T>,
                          T>,
               T>
        ::Write(strm, data);
  }
  inline static bool Read(Stream *strm, T *data) {
    return
    IfThenElse<dmlc::is_arithmetic<T>::value,
               ArithmeticHandler<T>,
               IfThenElse<dmlc::is_pod<T>::value && DMLC_IO_NO_ENDIAN_SWAP,
                          NativePODHandler<T>,
                          IfThenElse<dmlc::has_saveload<T>::value,
                                     SaveLoadClassHandler<T>,
                                     UndefinedSerializerFor<T>, T>,
                          T>,
               T>
    ::Read(strm, data);
  }
};
 
template<typename T>
struct Handler<std::vector<T> > {
  inline static void Write(Stream *strm, const std::vector<T> &data) {
    IfThenElse<dmlc::is_pod<T>::value && DMLC_IO_NO_ENDIAN_SWAP,
               NativePODVectorHandler<T>,
               ComposeVectorHandler<T>, std::vector<T> >
    ::Write(strm, data);
  }
  inline static bool Read(Stream *strm, std::vector<T> *data) {
    return IfThenElse<dmlc::is_pod<T>::value && DMLC_IO_NO_ENDIAN_SWAP,
                      NativePODVectorHandler<T>,
                      ComposeVectorHandler<T>,
                      std::vector<T> >
    ::Read(strm, data);
  }
};
 
template<typename T>
struct Handler<std::basic_string<T> > {
  inline static void Write(Stream *strm, const std::basic_string<T> &data) {
    IfThenElse<dmlc::is_pod<T>::value && (DMLC_IO_NO_ENDIAN_SWAP || sizeof(T) == 1),
               NativePODStringHandler<T>,
               UndefinedSerializerFor<T>,
               std::basic_string<T> >
    ::Write(strm, data);
  }
  inline static bool Read(Stream *strm, std::basic_string<T> *data) {
    return IfThenElse<dmlc::is_pod<T>::value && (DMLC_IO_NO_ENDIAN_SWAP || sizeof(T) == 1),
                      NativePODStringHandler<T>,
                      UndefinedSerializerFor<T>,
                      std::basic_string<T> >
    ::Read(strm, data);
  }
};
 
template<typename TA, typename TB>
struct Handler<std::pair<TA, TB> > {
  inline static void Write(Stream *strm, const std::pair<TA, TB> &data) {
    IfThenElse<dmlc::is_pod<TA>::value &&
               dmlc::is_pod<TB>::value &&
               DMLC_IO_NO_ENDIAN_SWAP,
               NativePODHandler<std::pair<TA, TB> >,
               PairHandler<TA, TB>,
               std::pair<TA, TB> >
    ::Write(strm, data);
  }
  inline static bool Read(Stream *strm, std::pair<TA, TB> *data) {
    return IfThenElse<dmlc::is_pod<TA>::value &&
                      dmlc::is_pod<TB>::value &&
                      DMLC_IO_NO_ENDIAN_SWAP,
                      NativePODHandler<std::pair<TA, TB> >,
                      PairHandler<TA, TB>,
                      std::pair<TA, TB> >
    ::Read(strm, data);
  }
};
 
template<typename K, typename V>
struct Handler<std::map<K, V> >
    : public CollectionHandler<std::map<K, V>, std::pair<K, V> > {
};
 
template<typename K, typename V>
struct Handler<std::multimap<K, V> >
    : public CollectionHandler<std::multimap<K, V>, std::pair<K, V> > {
};
 
template<typename T>
struct Handler<std::set<T> >
    : public CollectionHandler<std::set<T>, T> {
};
 
template<typename T>
struct Handler<std::multiset<T> >
    : public CollectionHandler<std::multiset<T>, T> {
};
 
template<typename T>
struct Handler<std::list<T> >
    : public ListHandler<std::list<T> > {
};
 
template<typename T>
struct Handler<std::deque<T> >
    : public ListHandler<std::deque<T> > {
};
 
#if DMLC_USE_CXX11
template<typename K, typename V>
struct Handler<std::unordered_map<K, V> >
    : public CollectionHandler<std::unordered_map<K, V>, std::pair<K, V> > {
};
 
template<typename K, typename V>
struct Handler<std::unordered_multimap<K, V> >
    : public CollectionHandler<std::unordered_multimap<K, V>, std::pair<K, V> > {
};
 
template<typename T>
struct Handler<std::unordered_set<T> >
    : public CollectionHandler<std::unordered_set<T>, T> {
};
 
template<typename T>
struct Handler<std::unordered_multiset<T> >
    : public CollectionHandler<std::unordered_multiset<T>, T> {
};
#endif
}  // namespace serializer
}  // namespace dmlc
#endif  // DMLC_SERIALIZER_H_