xgboost/include/rabit_serializable.h
2014-12-28 05:12:07 -08:00

101 lines
2.6 KiB
C++

/*!
* Copyright (c) 2014 by Contributors
* \file serializable.h
* \brief defines serializable interface of rabit
* \author Tianqi Chen
*/
#ifndef RABIT_RABIT_SERIALIZABLE_H_
#define RABIT_RABIT_SERIALIZABLE_H_
#include <vector>
#include <string>
#include "./rabit/utils.h"
namespace rabit {
/*!
* \brief interface of stream I/O, used by ISerializable
* \sa ISerializable
*/
class IStream {
public:
/*!
* \brief read data from stream
* \param ptr pointer to memory buffer
* \param size size of block
* \return usually is the size of data readed
*/
virtual size_t Read(void *ptr, size_t size) = 0;
/*!
* \brief write data to stream
* \param ptr pointer to memory buffer
* \param size size of block
*/
virtual void Write(const void *ptr, size_t size) = 0;
/*! \brief virtual destructor */
virtual ~IStream(void) {}
public:
// helper functions to write various of data structures
/*!
* \brief binary serialize a vector
* \param vec vector to be serialized
*/
template<typename T>
inline void Write(const std::vector<T> &vec) {
uint64_t sz = static_cast<uint64_t>(vec.size());
this->Write(&sz, sizeof(sz));
if (sz != 0) {
this->Write(&vec[0], sizeof(T) * sz);
}
}
/*!
* \brief binary load a vector
* \param out_vec vector to be loaded
* \return whether load is successfull
*/
template<typename T>
inline bool Read(std::vector<T> *out_vec) {
uint64_t sz;
if (this->Read(&sz, sizeof(sz)) == 0) return false;
out_vec->resize(sz);
if (sz != 0) {
if (this->Read(&(*out_vec)[0], sizeof(T) * sz) == 0) return false;
}
return true;
}
/*!
* \brief binary serialize a string
* \param str the string to be serialized
*/
inline void Write(const std::string &str) {
uint64_t sz = static_cast<uint64_t>(str.length());
this->Write(&sz, sizeof(sz));
if (sz != 0) {
this->Write(&str[0], sizeof(char) * sz);
}
}
/*!
* \brief binary load a string
* \param out_str string to be loaded
* \return whether load is successful
*/
inline bool Read(std::string *out_str) {
uint64_t sz;
if (this->Read(&sz, sizeof(sz)) == 0) return false;
out_str->resize(sz);
if (sz != 0) {
if (this->Read(&(*out_str)[0], sizeof(char) * sz) == 0) return false;
}
return true;
}
};
/*! \brief interface of se*/
class ISerializable {
public:
/*! \brief load the model from file */
virtual void Load(IStream &fi) = 0;
/*! \brief save the model to the stream*/
virtual void Save(IStream &fo) const = 0;
};
} // namespace rabit
#endif // RABIT_RABIT_SERIALIZABLE_H_