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Boost serialization for Eigen Matrix and SparseMatrix structures (plus triplets as a helper in SparseMatrix)
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/* | |
Copyright (c) 2015 Michael Tao | |
Permission is hereby granted, free of charge, to any person obtaining a copy | |
of this software and associated documentation files (the "Software"), to deal | |
in the Software without restriction, including without limitation the rights | |
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | |
copies of the Software, and to permit persons to whom the Software is | |
furnished to do so, subject to the following conditions: | |
The above copyright notice and this permission notice shall be included in | |
all copies or substantial portions of the Software. | |
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | |
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | |
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | |
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | |
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | |
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN | |
THE SOFTWARE. | |
*/ | |
#ifndef EIGEN_BOOST_SERIALIZATION | |
#define EIGEN_BOOST_SERIALIZATION | |
#include <Eigen/Sparse> | |
#include <Eigen/Dense> | |
#include <boost/serialization/split_free.hpp> | |
#include <boost/serialization/vector.hpp> | |
namespace boost{namespace serialization{ | |
template <class Archive, typename _Scalar, int _Rows, int _Cols, int _Options, int _MaxRows, int _MaxCols> | |
void save(Archive & ar, const Eigen::Matrix<_Scalar,_Rows,_Cols,_Options,_MaxRows,_MaxCols> & m, const unsigned int version) { | |
int rows=m.rows(),cols=m.cols(); | |
ar & rows; | |
ar & cols; | |
ar & boost::serialization::make_array(m.data(), rows*cols); | |
} | |
template <class Archive, typename _Scalar, int _Rows, int _Cols, int _Options, int _MaxRows, int _MaxCols> | |
void load(Archive & ar, Eigen::Matrix<_Scalar,_Rows,_Cols,_Options,_MaxRows,_MaxCols> & m, const unsigned int version) { | |
int rows,cols; | |
ar & rows; | |
ar & cols; | |
m.resize(rows,cols); | |
ar & boost::serialization::make_array(m.data(), rows*cols); | |
} | |
template <class Archive, typename _Scalar, int _Rows, int _Cols, int _Options, int _MaxRows, int _MaxCols> | |
void serialize(Archive & ar, Eigen::Matrix<_Scalar,_Rows,_Cols,_Options,_MaxRows,_MaxCols> & m, const unsigned int version) { | |
split_free(ar,m,version); | |
} | |
template <class Archive, typename _Scalar> | |
void save(Archive & ar, const Eigen::Triplet<_Scalar> & m, const unsigned int version) { | |
ar & m.row(); | |
ar & m.col(); | |
ar & m.value(); | |
} | |
template <class Archive, typename _Scalar> | |
void load(Archive & ar, Eigen::Triplet<_Scalar> & m, const unsigned int version) { | |
int row,col; | |
_Scalar value; | |
ar & row; | |
ar & col; | |
ar & value; | |
m = Eigen::Triplet<_Scalar>(row,col,value); | |
} | |
template <class Archive, typename _Scalar> | |
void serialize(Archive & ar, Eigen::Triplet<_Scalar> & m, const unsigned int version) { | |
split_free(ar,m,version); | |
} | |
template <class Archive, typename _Scalar, int _Options,typename _Index> | |
void save(Archive & ar, const Eigen::SparseMatrix<_Scalar,_Options,_Index> & m, const unsigned int version) { | |
int innerSize=m.innerSize(); | |
int outerSize=m.outerSize(); | |
typedef typename Eigen::Triplet<_Scalar> Triplet; | |
std::vector<Triplet> triplets; | |
for(int i=0; i < outerSize; ++i) { | |
for(typename Eigen::SparseMatrix<_Scalar,_Options,_Index>::InnerIterator it(m,i); it; ++it) { | |
triplets.push_back(Triplet(it.row(), it.col(), it.value())); | |
} | |
} | |
ar & innerSize; | |
ar & outerSize; | |
ar & triplets; | |
} | |
template <class Archive, typename _Scalar, int _Options, typename _Index> | |
void load(Archive & ar, Eigen::SparseMatrix<_Scalar,_Options,_Index> & m, const unsigned int version) { | |
int innerSize; | |
int outerSize; | |
ar & innerSize; | |
ar & outerSize; | |
int rows = m.IsRowMajor?outerSize:innerSize; | |
int cols = m.IsRowMajor?innerSize:outerSize; | |
m.resize(rows,cols); | |
typedef typename Eigen::Triplet<_Scalar> Triplet; | |
std::vector<Triplet> triplets; | |
ar & triplets; | |
m.setFromTriplets(triplets.begin(), triplets.end()); | |
} | |
template <class Archive, typename _Scalar, int _Options, typename _Index> | |
void serialize(Archive & ar, Eigen::SparseMatrix<_Scalar,_Options,_Index> & m, const unsigned int version) { | |
split_free(ar,m,version); | |
} | |
}} | |
#endif |
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