MarketIO.h
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1 // This file is part of Eigen, a lightweight C++ template library
2 // for linear algebra.
3 //
4 // Copyright (C) 2011 Gael Guennebaud <gael.guennebaud@inria.fr>
5 // Copyright (C) 2012 Desire NUENTSA WAKAM <desire.nuentsa_wakam@inria.fr>
6 //
7 // This Source Code Form is subject to the terms of the Mozilla
8 // Public License v. 2.0. If a copy of the MPL was not distributed
9 // with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
10 
11 #ifndef EIGEN_SPARSE_MARKET_IO_H
12 #define EIGEN_SPARSE_MARKET_IO_H
13 
14 #include <iostream>
15 
16 namespace Eigen {
17 
18 namespace internal
19 {
20  template <typename Scalar,typename IndexType>
21  inline bool GetMarketLine (std::stringstream& line, IndexType& M, IndexType& N, IndexType& i, IndexType& j, Scalar& value)
22  {
23  line >> i >> j >> value;
24  i--;
25  j--;
26  if(i>=0 && j>=0 && i<M && j<N)
27  {
28  return true;
29  }
30  else
31  return false;
32  }
33  template <typename Scalar,typename IndexType>
34  inline bool GetMarketLine (std::stringstream& line, IndexType& M, IndexType& N, IndexType& i, IndexType& j, std::complex<Scalar>& value)
35  {
36  Scalar valR, valI;
37  line >> i >> j >> valR >> valI;
38  i--;
39  j--;
40  if(i>=0 && j>=0 && i<M && j<N)
41  {
42  value = std::complex<Scalar>(valR, valI);
43  return true;
44  }
45  else
46  return false;
47  }
48 
49  template <typename RealScalar>
50  inline void GetVectorElt (const std::string& line, RealScalar& val)
51  {
52  std::istringstream newline(line);
53  newline >> val;
54  }
55 
56  template <typename RealScalar>
57  inline void GetVectorElt (const std::string& line, std::complex<RealScalar>& val)
58  {
59  RealScalar valR, valI;
60  std::istringstream newline(line);
61  newline >> valR >> valI;
62  val = std::complex<RealScalar>(valR, valI);
63  }
64 
65  template<typename Scalar>
66  inline void putMarketHeader(std::string& header,int sym)
67  {
68  header= "%%MatrixMarket matrix coordinate ";
69  if(internal::is_same<Scalar, std::complex<float> >::value || internal::is_same<Scalar, std::complex<double> >::value)
70  {
71  header += " complex";
72  if(sym == Symmetric) header += " symmetric";
73  else if (sym == SelfAdjoint) header += " Hermitian";
74  else header += " general";
75  }
76  else
77  {
78  header += " real";
79  if(sym == Symmetric) header += " symmetric";
80  else header += " general";
81  }
82  }
83 
84  template<typename Scalar>
85  inline void PutMatrixElt(Scalar value, int row, int col, std::ofstream& out)
86  {
87  out << row << " "<< col << " " << value << "\n";
88  }
89  template<typename Scalar>
90  inline void PutMatrixElt(std::complex<Scalar> value, int row, int col, std::ofstream& out)
91  {
92  out << row << " " << col << " " << value.real() << " " << value.imag() << "\n";
93  }
94 
95 
96  template<typename Scalar>
97  inline void putVectorElt(Scalar value, std::ofstream& out)
98  {
99  out << value << "\n";
100  }
101  template<typename Scalar>
102  inline void putVectorElt(std::complex<Scalar> value, std::ofstream& out)
103  {
104  out << value.real << " " << value.imag()<< "\n";
105  }
106 
107 } // end namepsace internal
108 
109 inline bool getMarketHeader(const std::string& filename, int& sym, bool& iscomplex, bool& isvector)
110 {
111  sym = 0;
112  iscomplex = false;
113  isvector = false;
114  std::ifstream in(filename.c_str(),std::ios::in);
115  if(!in)
116  return false;
117 
118  std::string line;
119  // The matrix header is always the first line in the file
120  std::getline(in, line); eigen_assert(in.good());
121 
122  std::stringstream fmtline(line);
123  std::string substr[5];
124  fmtline>> substr[0] >> substr[1] >> substr[2] >> substr[3] >> substr[4];
125  if(substr[2].compare("array") == 0) isvector = true;
126  if(substr[3].compare("complex") == 0) iscomplex = true;
127  if(substr[4].compare("symmetric") == 0) sym = Symmetric;
128  else if (substr[4].compare("Hermitian") == 0) sym = SelfAdjoint;
129 
130  return true;
131 }
132 
133 template<typename SparseMatrixType>
134 bool loadMarket(SparseMatrixType& mat, const std::string& filename)
135 {
136  typedef typename SparseMatrixType::Scalar Scalar;
137  typedef typename SparseMatrixType::StorageIndex StorageIndex;
138  std::ifstream input(filename.c_str(),std::ios::in);
139  if(!input)
140  return false;
141 
142  const int maxBuffersize = 2048;
143  char buffer[maxBuffersize];
144 
145  bool readsizes = false;
146 
148  std::vector<T> elements;
149 
150  StorageIndex M(-1), N(-1), NNZ(-1);
151  StorageIndex count = 0;
152  while(input.getline(buffer, maxBuffersize))
153  {
154  // skip comments
155  //NOTE An appropriate test should be done on the header to get the symmetry
156  if(buffer[0]=='%')
157  continue;
158 
159  std::stringstream line(buffer);
160 
161  if(!readsizes)
162  {
163  line >> M >> N >> NNZ;
164  if(M > 0 && N > 0 && NNZ > 0)
165  {
166  readsizes = true;
167  //std::cout << "sizes: " << M << "," << N << "," << NNZ << "\n";
168  mat.resize(M,N);
169  mat.reserve(NNZ);
170  }
171  }
172  else
173  {
174  StorageIndex i(-1), j(-1);
175  Scalar value;
176  if( internal::GetMarketLine(line, M, N, i, j, value) )
177  {
178  ++ count;
179  elements.push_back(T(i,j,value));
180  }
181  else
182  std::cerr << "Invalid read: " << i << "," << j << "\n";
183  }
184  }
185  mat.setFromTriplets(elements.begin(), elements.end());
186  if(count!=NNZ)
187  std::cerr << count << "!=" << NNZ << "\n";
188 
189  input.close();
190  return true;
191 }
192 
193 template<typename VectorType>
194 bool loadMarketVector(VectorType& vec, const std::string& filename)
195 {
196  typedef typename VectorType::Scalar Scalar;
197  std::ifstream in(filename.c_str(), std::ios::in);
198  if(!in)
199  return false;
200 
201  std::string line;
202  int n(0), col(0);
203  do
204  { // Skip comments
205  std::getline(in, line); eigen_assert(in.good());
206  } while (line[0] == '%');
207  std::istringstream newline(line);
208  newline >> n >> col;
209  eigen_assert(n>0 && col>0);
210  vec.resize(n);
211  int i = 0;
212  Scalar value;
213  while ( std::getline(in, line) && (i < n) ){
214  internal::GetVectorElt(line, value);
215  vec(i++) = value;
216  }
217  in.close();
218  if (i!=n){
219  std::cerr<< "Unable to read all elements from file " << filename << "\n";
220  return false;
221  }
222  return true;
223 }
224 
225 template<typename SparseMatrixType>
226 bool saveMarket(const SparseMatrixType& mat, const std::string& filename, int sym = 0)
227 {
228  typedef typename SparseMatrixType::Scalar Scalar;
229  std::ofstream out(filename.c_str(),std::ios::out);
230  if(!out)
231  return false;
232 
233  out.flags(std::ios_base::scientific);
234  out.precision(64);
235  std::string header;
236  internal::putMarketHeader<Scalar>(header, sym);
237  out << header << std::endl;
238  out << mat.rows() << " " << mat.cols() << " " << mat.nonZeros() << "\n";
239  int count = 0;
240  for(int j=0; j<mat.outerSize(); ++j)
241  for(typename SparseMatrixType::InnerIterator it(mat,j); it; ++it)
242  {
243  ++ count;
244  internal::PutMatrixElt(it.value(), it.row()+1, it.col()+1, out);
245  // out << it.row()+1 << " " << it.col()+1 << " " << it.value() << "\n";
246  }
247  out.close();
248  return true;
249 }
250 
251 template<typename VectorType>
252 bool saveMarketVector (const VectorType& vec, const std::string& filename)
253 {
254  typedef typename VectorType::Scalar Scalar;
255  std::ofstream out(filename.c_str(),std::ios::out);
256  if(!out)
257  return false;
258 
259  out.flags(std::ios_base::scientific);
260  out.precision(64);
261  if(internal::is_same<Scalar, std::complex<float> >::value || internal::is_same<Scalar, std::complex<double> >::value)
262  out << "%%MatrixMarket matrix array complex general\n";
263  else
264  out << "%%MatrixMarket matrix array real general\n";
265  out << vec.size() << " "<< 1 << "\n";
266  for (int i=0; i < vec.size(); i++){
267  internal::putVectorElt(vec(i), out);
268  }
269  out.close();
270  return true;
271 }
272 
273 } // end namespace Eigen
274 
275 #endif // EIGEN_SPARSE_MARKET_IO_H
SCALAR Scalar
Definition: bench_gemm.cpp:33
bool compare
void putMarketHeader(std::string &header, int sym)
Definition: MarketIO.h:66
Matrix< RealScalar, Dynamic, Dynamic > M
Definition: bench_gemm.cpp:38
bool loadMarketVector(VectorType &vec, const std::string &filename)
Definition: MarketIO.h:194
bool GetMarketLine(std::stringstream &line, IndexType &M, IndexType &N, IndexType &i, IndexType &j, Scalar &value)
Definition: MarketIO.h:21
void putVectorElt(Scalar value, std::ofstream &out)
Definition: MarketIO.h:97
int n
Namespace containing all symbols from the Eigen library.
Definition: jet.h:637
#define N
Definition: gksort.c:12
bool getMarketHeader(const std::string &filename, int &sym, bool &iscomplex, bool &isvector)
Definition: MarketIO.h:109
void PutMatrixElt(Scalar value, int row, int col, std::ofstream &out)
Definition: MarketIO.h:85
bool saveMarketVector(const VectorType &vec, const std::string &filename)
Definition: MarketIO.h:252
m row(1)
#define eigen_assert(x)
Definition: Macros.h:579
Eigen::Triplet< double > T
NumTraits< Scalar >::Real RealScalar
Definition: bench_gemm.cpp:34
A small structure to hold a non zero as a triplet (i,j,value).
Definition: SparseUtil.h:154
bool loadMarket(SparseMatrixType &mat, const std::string &filename)
Definition: MarketIO.h:134
void GetVectorElt(const std::string &line, RealScalar &val)
Definition: MarketIO.h:50
bool saveMarket(const SparseMatrixType &mat, const std::string &filename, int sym=0)
Definition: MarketIO.h:226
m col(1)
std::ptrdiff_t j


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autogenerated on Sat May 8 2021 02:42:46