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00011 #ifndef EIGEN_SPARSE_MARKET_IO_H
00012 #define EIGEN_SPARSE_MARKET_IO_H
00013
00014 #include <iostream>
00015
00016 namespace Eigen {
00017
00018 namespace internal
00019 {
00020 template <typename Scalar>
00021 inline bool GetMarketLine (std::stringstream& line, int& M, int& N, int& i, int& j, Scalar& value)
00022 {
00023 line >> i >> j >> value;
00024 i--;
00025 j--;
00026 if(i>=0 && j>=0 && i<M && j<N)
00027 {
00028 return true;
00029 }
00030 else
00031 return false;
00032 }
00033 template <typename Scalar>
00034 inline bool GetMarketLine (std::stringstream& line, int& M, int& N, int& i, int& j, std::complex<Scalar>& value)
00035 {
00036 Scalar valR, valI;
00037 line >> i >> j >> valR >> valI;
00038 i--;
00039 j--;
00040 if(i>=0 && j>=0 && i<M && j<N)
00041 {
00042 value = std::complex<Scalar>(valR, valI);
00043 return true;
00044 }
00045 else
00046 return false;
00047 }
00048
00049 template <typename RealScalar>
00050 inline void GetVectorElt (const std::string& line, RealScalar& val)
00051 {
00052 std::istringstream newline(line);
00053 newline >> val;
00054 }
00055
00056 template <typename RealScalar>
00057 inline void GetVectorElt (const std::string& line, std::complex<RealScalar>& val)
00058 {
00059 RealScalar valR, valI;
00060 std::istringstream newline(line);
00061 newline >> valR >> valI;
00062 val = std::complex<RealScalar>(valR, valI);
00063 }
00064
00065 template<typename Scalar>
00066 inline void putMarketHeader(std::string& header,int sym)
00067 {
00068 header= "%%MatrixMarket matrix coordinate ";
00069 if(internal::is_same<Scalar, std::complex<float> >::value || internal::is_same<Scalar, std::complex<double> >::value)
00070 {
00071 header += " complex";
00072 if(sym == Symmetric) header += " symmetric";
00073 else if (sym == SelfAdjoint) header += " Hermitian";
00074 else header += " general";
00075 }
00076 else
00077 {
00078 header += " real";
00079 if(sym == Symmetric) header += " symmetric";
00080 else header += " general";
00081 }
00082 }
00083
00084 template<typename Scalar>
00085 inline void PutMatrixElt(Scalar value, int row, int col, std::ofstream& out)
00086 {
00087 out << row << " "<< col << " " << value << "\n";
00088 }
00089 template<typename Scalar>
00090 inline void PutMatrixElt(std::complex<Scalar> value, int row, int col, std::ofstream& out)
00091 {
00092 out << row << " " << col << " " << value.real() << " " << value.imag() << "\n";
00093 }
00094
00095
00096 template<typename Scalar>
00097 inline void putVectorElt(Scalar value, std::ofstream& out)
00098 {
00099 out << value << "\n";
00100 }
00101 template<typename Scalar>
00102 inline void putVectorElt(std::complex<Scalar> value, std::ofstream& out)
00103 {
00104 out << value.real << " " << value.imag()<< "\n";
00105 }
00106
00107 }
00108
00109 inline bool getMarketHeader(const std::string& filename, int& sym, bool& iscomplex, bool& isvector)
00110 {
00111 sym = 0;
00112 isvector = false;
00113 std::ifstream in(filename.c_str(),std::ios::in);
00114 if(!in)
00115 return false;
00116
00117 std::string line;
00118
00119 std::getline(in, line); eigen_assert(in.good());
00120
00121 std::stringstream fmtline(line);
00122 std::string substr[5];
00123 fmtline>> substr[0] >> substr[1] >> substr[2] >> substr[3] >> substr[4];
00124 if(substr[2].compare("array") == 0) isvector = true;
00125 if(substr[3].compare("complex") == 0) iscomplex = true;
00126 if(substr[4].compare("symmetric") == 0) sym = Symmetric;
00127 else if (substr[4].compare("Hermitian") == 0) sym = SelfAdjoint;
00128
00129 return true;
00130 }
00131
00132 template<typename SparseMatrixType>
00133 bool loadMarket(SparseMatrixType& mat, const std::string& filename)
00134 {
00135 typedef typename SparseMatrixType::Scalar Scalar;
00136 std::ifstream input(filename.c_str(),std::ios::in);
00137 if(!input)
00138 return false;
00139
00140 const int maxBuffersize = 2048;
00141 char buffer[maxBuffersize];
00142
00143 bool readsizes = false;
00144
00145 typedef Triplet<Scalar,int> T;
00146 std::vector<T> elements;
00147
00148 int M(-1), N(-1), NNZ(-1);
00149 int count = 0;
00150 while(input.getline(buffer, maxBuffersize))
00151 {
00152
00153
00154 if(buffer[0]=='%')
00155 continue;
00156
00157 std::stringstream line(buffer);
00158
00159 if(!readsizes)
00160 {
00161 line >> M >> N >> NNZ;
00162 if(M > 0 && N > 0 && NNZ > 0)
00163 {
00164 readsizes = true;
00165 std::cout << "sizes: " << M << "," << N << "," << NNZ << "\n";
00166 mat.resize(M,N);
00167 mat.reserve(NNZ);
00168 }
00169 }
00170 else
00171 {
00172 int i(-1), j(-1);
00173 Scalar value;
00174 if( internal::GetMarketLine(line, M, N, i, j, value) )
00175 {
00176 ++ count;
00177 elements.push_back(T(i,j,value));
00178 }
00179 else
00180 std::cerr << "Invalid read: " << i << "," << j << "\n";
00181 }
00182 }
00183 mat.setFromTriplets(elements.begin(), elements.end());
00184 if(count!=NNZ)
00185 std::cerr << count << "!=" << NNZ << "\n";
00186
00187 input.close();
00188 return true;
00189 }
00190
00191 template<typename VectorType>
00192 bool loadMarketVector(VectorType& vec, const std::string& filename)
00193 {
00194 typedef typename VectorType::Scalar Scalar;
00195 std::ifstream in(filename.c_str(), std::ios::in);
00196 if(!in)
00197 return false;
00198
00199 std::string line;
00200 int n(0), col(0);
00201 do
00202 {
00203 std::getline(in, line); eigen_assert(in.good());
00204 } while (line[0] == '%');
00205 std::istringstream newline(line);
00206 newline >> n >> col;
00207 eigen_assert(n>0 && col>0);
00208 vec.resize(n);
00209 int i = 0;
00210 Scalar value;
00211 while ( std::getline(in, line) && (i < n) ){
00212 internal::GetVectorElt(line, value);
00213 vec(i++) = value;
00214 }
00215 in.close();
00216 if (i!=n){
00217 std::cerr<< "Unable to read all elements from file " << filename << "\n";
00218 return false;
00219 }
00220 return true;
00221 }
00222
00223 template<typename SparseMatrixType>
00224 bool saveMarket(const SparseMatrixType& mat, const std::string& filename, int sym = 0)
00225 {
00226 typedef typename SparseMatrixType::Scalar Scalar;
00227 std::ofstream out(filename.c_str(),std::ios::out);
00228 if(!out)
00229 return false;
00230
00231 out.flags(std::ios_base::scientific);
00232 out.precision(64);
00233 std::string header;
00234 internal::putMarketHeader<Scalar>(header, sym);
00235 out << header << std::endl;
00236 out << mat.rows() << " " << mat.cols() << " " << mat.nonZeros() << "\n";
00237 int count = 0;
00238 for(int j=0; j<mat.outerSize(); ++j)
00239 for(typename SparseMatrixType::InnerIterator it(mat,j); it; ++it)
00240 {
00241 ++ count;
00242 internal::PutMatrixElt(it.value(), it.row()+1, it.col()+1, out);
00243
00244 }
00245 out.close();
00246 return true;
00247 }
00248
00249 template<typename VectorType>
00250 bool saveMarketVector (const VectorType& vec, const std::string& filename)
00251 {
00252 typedef typename VectorType::Scalar Scalar;
00253 std::ofstream out(filename.c_str(),std::ios::out);
00254 if(!out)
00255 return false;
00256
00257 out.flags(std::ios_base::scientific);
00258 out.precision(64);
00259 if(internal::is_same<Scalar, std::complex<float> >::value || internal::is_same<Scalar, std::complex<double> >::value)
00260 out << "%%MatrixMarket matrix array complex general\n";
00261 else
00262 out << "%%MatrixMarket matrix array real general\n";
00263 out << vec.size() << " "<< 1 << "\n";
00264 for (int i=0; i < vec.size(); i++){
00265 internal::putVectorElt(vec(i), out);
00266 }
00267 out.close();
00268 return true;
00269 }
00270
00271 }
00272
00273 #endif // EIGEN_SPARSE_MARKET_IO_H