MatlabWorkspace.h 13 KB

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  1. #ifndef IGL_WRITE_MATLAB_WORKSPACE
  2. #define IGL_WRITE_MATLAB_WORKSPACE
  3. #include "igl/igl_inline.h"
  4. #include <string>
  5. #include <vector>
  6. #include <Eigen/Dense>
  7. #include <Eigen/Sparse>
  8. #include "mat.h"
  9. namespace igl
  10. {
  11. // Class which contains data of a matlab workspace which can be written to a
  12. // .mat file and loaded from matlab
  13. //
  14. // This depends on matlab at compile time (though it shouldn't necessarily
  15. // have to) but it does not depend on running the matlab engine at run-time.
  16. //
  17. // Known bugs: Treats all matrices as doubles (this may actually be desired
  18. // for some "index" matrices since matlab's sparse command takes doubles
  19. // rather than int class matrices). It is of course not desired when dealing
  20. // with logicals or uint's for images.
  21. class MatlabWorkspace
  22. {
  23. private:
  24. // KNOWN BUG: Why not use a map? Any reason to allow duplicate names?
  25. //
  26. // List of names
  27. std::vector<std::string> names;
  28. // List of data pointers
  29. std::vector<mxArray*> data;
  30. public:
  31. MatlabWorkspace();
  32. ~MatlabWorkspace();
  33. // Clear names and data of variables in workspace
  34. IGL_INLINE void clear();
  35. // Save current list of variables
  36. //
  37. // Inputs:
  38. // path path to .mat file
  39. // Returns true on success, false on failure
  40. IGL_INLINE bool write(const std::string & path) const;
  41. // Load list of variables from .mat file
  42. //
  43. // Inputs:
  44. // path path to .mat file
  45. // Returns true on success, false on failure
  46. IGL_INLINE bool read(const std::string & path);
  47. // Assign data to a variable name in the workspace
  48. //
  49. // Template:
  50. // DerivedM eigen matrix (e.g. MatrixXd)
  51. // Inputs:
  52. // M data (usually a matrix)
  53. // name variable name to save into work space
  54. // Returns true on success, false on failure
  55. //
  56. // Known Bugs: Assumes Eigen is using column major ordering
  57. template <typename DerivedM>
  58. IGL_INLINE MatlabWorkspace& save(
  59. const Eigen::PlainObjectBase<DerivedM>& M,
  60. const std::string & name);
  61. // Template:
  62. // MT sparse matrix type (e.g. double)
  63. template <typename MT>
  64. IGL_INLINE MatlabWorkspace& save(
  65. const Eigen::SparseMatrix<MT>& M,
  66. const std::string & name);
  67. // Templates:
  68. // ScalarM scalar type, e.g. double
  69. template <typename ScalarM>
  70. IGL_INLINE MatlabWorkspace& save(
  71. const std::vector<std::vector<ScalarM> > & vM,
  72. const std::string & name);
  73. // Templates:
  74. // ScalarV scalar type, e.g. double
  75. template <typename ScalarV>
  76. IGL_INLINE MatlabWorkspace& save(
  77. const std::vector<ScalarV> & vV,
  78. const std::string & name);
  79. // Same as save() but adds 1 to each element, useful for saving "index"
  80. // matrices like lists of faces or elements
  81. template <typename DerivedM>
  82. IGL_INLINE MatlabWorkspace& save_index(
  83. const Eigen::PlainObjectBase<DerivedM>& M,
  84. const std::string & name);
  85. template <typename ScalarM>
  86. IGL_INLINE MatlabWorkspace& save_index(
  87. const std::vector<std::vector<ScalarM> > & vM,
  88. const std::string & name);
  89. template <typename ScalarV>
  90. IGL_INLINE MatlabWorkspace& save_index(
  91. const std::vector<ScalarV> & vV,
  92. const std::string & name);
  93. // Find a certain matrix by name.
  94. //
  95. // KNOWN BUG: Outputs the first found (not necessarily unique lists).
  96. //
  97. // Template:
  98. // DerivedM eigen matrix (e.g. MatrixXd)
  99. // Inputs:
  100. // name exact name of matrix as string
  101. // Outputs:
  102. // M matrix
  103. // Returns true only if found.
  104. template <typename DerivedM>
  105. IGL_INLINE bool find(
  106. const std::string & name,
  107. Eigen::PlainObjectBase<DerivedM>& M);
  108. template <typename MT>
  109. IGL_INLINE bool find(
  110. const std::string & name,
  111. Eigen::SparseMatrix<MT>& M);
  112. IGL_INLINE bool find(
  113. const std::string & name,
  114. double & d);
  115. IGL_INLINE bool find(
  116. const std::string & name,
  117. int & v);
  118. // Subtracts 1 from all entries
  119. template <typename DerivedM>
  120. IGL_INLINE bool find_index(
  121. const std::string & name,
  122. Eigen::PlainObjectBase<DerivedM>& M);
  123. };
  124. }
  125. // Implementation
  126. // Be sure that this is not compiled into libigl.a
  127. // http://stackoverflow.com/a/3318993/148668
  128. // IGL
  129. #include "igl/list_to_matrix.h"
  130. // MATLAB
  131. #include "mat.h"
  132. // STL
  133. #include <iostream>
  134. #include <algorithm>
  135. #include <vector>
  136. IGL_INLINE igl::MatlabWorkspace::MatlabWorkspace()
  137. {
  138. }
  139. IGL_INLINE igl::MatlabWorkspace::~MatlabWorkspace()
  140. {
  141. // clean up data
  142. clear();
  143. }
  144. IGL_INLINE void igl::MatlabWorkspace::clear()
  145. {
  146. for_each(data.begin(),data.end(),&mxDestroyArray);
  147. data.clear();
  148. names.clear();
  149. }
  150. IGL_INLINE bool igl::MatlabWorkspace::write(const std::string & path) const
  151. {
  152. using namespace std;
  153. MATFile * mat_file = matOpen(path.c_str(), "w");
  154. assert(names.size() == data.size());
  155. // loop over names and data
  156. for(int i = 0;i < (int)names.size(); i++)
  157. {
  158. // Put variable as LOCAL variable
  159. int status = matPutVariable(mat_file,names[i].c_str(), data[i]);
  160. if(status != 0)
  161. {
  162. cerr<<"^MatlabWorkspace::save Error: matPutVariable ("<<names[i]<<
  163. ") failed"<<endl;
  164. return false;
  165. }
  166. }
  167. if(matClose(mat_file) != 0)
  168. {
  169. fprintf(stderr,"Error closing file %s\n",path.c_str());
  170. return false;
  171. }
  172. return true;
  173. }
  174. IGL_INLINE bool igl::MatlabWorkspace::read(const std::string & path)
  175. {
  176. using namespace std;
  177. MATFile * mat_file;
  178. mat_file = matOpen(path.c_str(), "r");
  179. if (mat_file == NULL)
  180. {
  181. cerr<<"Error: failed to open "<<path<<endl;
  182. return false;
  183. }
  184. int ndir;
  185. const char ** dir = (const char **)matGetDir(mat_file, &ndir);
  186. if (dir == NULL) {
  187. cerr<<"Error reading directory of file "<< path<<endl;
  188. return false;
  189. }
  190. mxFree(dir);
  191. // Must close and reopen
  192. if(matClose(mat_file) != 0)
  193. {
  194. cerr<<"Error: failed to close file "<<path<<endl;
  195. return false;
  196. }
  197. mat_file = matOpen(path.c_str(), "r");
  198. if (mat_file == NULL)
  199. {
  200. cerr<<"Error: failed to open "<<path<<endl;
  201. return false;
  202. }
  203. /* Read in each array. */
  204. for (int i=0; i<ndir; i++)
  205. {
  206. const char * name;
  207. mxArray * mx_data = matGetNextVariable(mat_file, &name);
  208. if (mx_data == NULL)
  209. {
  210. cerr<<"Error: matGetNextVariable failed in "<<path<<endl;
  211. return false;
  212. }
  213. const int dims = mxGetNumberOfDimensions(mx_data);
  214. assert(dims == 2);
  215. if(dims != 2)
  216. {
  217. fprintf(stderr,"Variable '%s' has %d ≠ 2 dimensions. Skipping\n",
  218. name,dims);
  219. mxDestroyArray(mx_data);
  220. continue;
  221. }
  222. // don't destroy
  223. names.push_back(name);
  224. data.push_back(mx_data);
  225. }
  226. if(matClose(mat_file) != 0)
  227. {
  228. cerr<<"Error: failed to close file "<<path<<endl;
  229. return false;
  230. }
  231. return true;
  232. }
  233. // Treat everything as a double
  234. template <typename DerivedM>
  235. IGL_INLINE igl::MatlabWorkspace& igl::MatlabWorkspace::save(
  236. const Eigen::PlainObjectBase<DerivedM>& M,
  237. const std::string & name)
  238. {
  239. using namespace std;
  240. const int m = M.rows();
  241. const int n = M.cols();
  242. mxArray * mx_data = mxCreateDoubleMatrix(m,n,mxREAL);
  243. data.push_back(mx_data);
  244. names.push_back(name);
  245. // Copy data immediately
  246. // Q: Won't this be incorrect for integers?
  247. copy(M.data(),M.data()+M.size(),mxGetPr(mx_data));
  248. return *this;
  249. }
  250. // Treat everything as a double
  251. template <typename MT>
  252. IGL_INLINE igl::MatlabWorkspace& igl::MatlabWorkspace::save(
  253. const Eigen::SparseMatrix<MT>& M,
  254. const std::string & name)
  255. {
  256. using namespace std;
  257. const int m = M.rows();
  258. const int n = M.cols();
  259. // THIS WILL NOT WORK FOR ROW-MAJOR
  260. assert(n==M.outerSize());
  261. const int nzmax = M.nonZeros();
  262. mxArray * mx_data = mxCreateSparse(m, n, nzmax, mxREAL);
  263. data.push_back(mx_data);
  264. names.push_back(name);
  265. // Copy data immediately
  266. double * pr = mxGetPr(mx_data);
  267. mwIndex * ir = mxGetIr(mx_data);
  268. mwIndex * jc = mxGetJc(mx_data);
  269. // Iterate over outside
  270. int k = 0;
  271. for(int j=0; j<M.outerSize();j++)
  272. {
  273. jc[j] = k;
  274. // Iterate over inside
  275. for(typename Eigen::SparseMatrix<MT>::InnerIterator it (M,j); it; ++it)
  276. {
  277. pr[k] = it.value();
  278. ir[k] = it.row();
  279. k++;
  280. }
  281. }
  282. jc[M.outerSize()] = k;
  283. return *this;
  284. }
  285. template <typename ScalarM>
  286. IGL_INLINE igl::MatlabWorkspace& igl::MatlabWorkspace::save(
  287. const std::vector<std::vector<ScalarM> > & vM,
  288. const std::string & name)
  289. {
  290. Eigen::MatrixXd M;
  291. list_to_matrix(vM,M);
  292. return this->save(M,name);
  293. }
  294. template <typename ScalarV>
  295. IGL_INLINE igl::MatlabWorkspace& igl::MatlabWorkspace::save(
  296. const std::vector<ScalarV> & vV,
  297. const std::string & name)
  298. {
  299. Eigen::MatrixXd V;
  300. list_to_matrix(vV,V);
  301. return this->save(V,name);
  302. }
  303. template <typename DerivedM>
  304. IGL_INLINE igl::MatlabWorkspace&
  305. igl::MatlabWorkspace::save_index(
  306. const Eigen::PlainObjectBase<DerivedM>& M,
  307. const std::string & name)
  308. {
  309. DerivedM Mp1 = M;
  310. Mp1.array() += 1;
  311. return this->save(Mp1,name);
  312. }
  313. template <typename ScalarM>
  314. IGL_INLINE igl::MatlabWorkspace& igl::MatlabWorkspace::save_index(
  315. const std::vector<std::vector<ScalarM> > & vM,
  316. const std::string & name)
  317. {
  318. Eigen::MatrixXd M;
  319. list_to_matrix(vM,M);
  320. return this->save_index(M,name);
  321. }
  322. template <typename ScalarV>
  323. IGL_INLINE igl::MatlabWorkspace& igl::MatlabWorkspace::save_index(
  324. const std::vector<ScalarV> & vV,
  325. const std::string & name)
  326. {
  327. Eigen::MatrixXd V;
  328. list_to_matrix(vV,V);
  329. return this->save_index(V,name);
  330. }
  331. template <typename DerivedM>
  332. IGL_INLINE bool igl::MatlabWorkspace::find(
  333. const std::string & name,
  334. Eigen::PlainObjectBase<DerivedM>& M)
  335. {
  336. using namespace std;
  337. const int i = std::find(names.begin(), names.end(), name)-names.begin();
  338. if(i>=(int)names.size())
  339. {
  340. return false;
  341. }
  342. assert(i<=(int)data.size());
  343. mxArray * mx_data = data[i];
  344. assert(!mxIsSparse(mx_data));
  345. assert(mxGetNumberOfDimensions(mx_data) == 2);
  346. //cout<<name<<": "<<mxGetM(mx_data)<<" "<<mxGetN(mx_data)<<endl;
  347. const int m = mxGetM(mx_data);
  348. const int n = mxGetN(mx_data);
  349. // Handle vectors
  350. if(DerivedM::IsVectorAtCompileTime)
  351. {
  352. assert(m==1 || n==1 || (m==0 && n==0));
  353. M.resize(m*n);
  354. }else
  355. {
  356. M.resize(m,n);
  357. }
  358. copy(
  359. mxGetPr(mx_data),
  360. mxGetPr(mx_data)+mxGetNumberOfElements(mx_data),
  361. M.data());
  362. return true;
  363. }
  364. template <typename MT>
  365. IGL_INLINE bool igl::MatlabWorkspace::find(
  366. const std::string & name,
  367. Eigen::SparseMatrix<MT>& M)
  368. {
  369. using namespace std;
  370. using namespace Eigen;
  371. const int i = std::find(names.begin(), names.end(), name)-names.begin();
  372. if(i>=(int)names.size())
  373. {
  374. return false;
  375. }
  376. assert(i<=(int)data.size());
  377. mxArray * mx_data = data[i];
  378. // Handle boring case where matrix is actually an empty dense matrix
  379. if(mxGetNumberOfElements(mx_data) == 0)
  380. {
  381. M.resize(0,0);
  382. return true;
  383. }
  384. assert(mxIsSparse(mx_data));
  385. assert(mxGetNumberOfDimensions(mx_data) == 2);
  386. //cout<<name<<": "<<mxGetM(mx_data)<<" "<<mxGetN(mx_data)<<endl;
  387. const int m = mxGetM(mx_data);
  388. const int n = mxGetN(mx_data);
  389. // Copy data immediately
  390. double * pr = mxGetPr(mx_data);
  391. mwIndex * ir = mxGetIr(mx_data);
  392. mwIndex * jc = mxGetJc(mx_data);
  393. vector<Triplet<MT> > MIJV;
  394. MIJV.reserve(mxGetNumberOfElements(mx_data));
  395. // Iterate over outside
  396. int k = 0;
  397. for(int j=0; j<n;j++)
  398. {
  399. // Iterate over inside
  400. while(k<(int)jc[j+1])
  401. {
  402. //cout<<ir[k]<<" "<<j<<" "<<pr[k]<<endl;
  403. assert((int)ir[k]<m);
  404. assert((int)j<n);
  405. MIJV.push_back(Triplet<MT >(ir[k],j,pr[k]));
  406. k++;
  407. }
  408. }
  409. M.resize(m,n);
  410. M.setFromTriplets(MIJV.begin(),MIJV.end());
  411. return true;
  412. }
  413. IGL_INLINE bool igl::MatlabWorkspace::find(
  414. const std::string & name,
  415. int & v)
  416. {
  417. using namespace std;
  418. const int i = std::find(names.begin(), names.end(), name)-names.begin();
  419. if(i>=(int)names.size())
  420. {
  421. return false;
  422. }
  423. assert(i<=(int)data.size());
  424. mxArray * mx_data = data[i];
  425. assert(!mxIsSparse(mx_data));
  426. assert(mxGetNumberOfDimensions(mx_data) == 2);
  427. //cout<<name<<": "<<mxGetM(mx_data)<<" "<<mxGetN(mx_data)<<endl;
  428. assert(mxGetNumberOfElements(mx_data) == 1);
  429. copy(
  430. mxGetPr(mx_data),
  431. mxGetPr(mx_data)+mxGetNumberOfElements(mx_data),
  432. &v);
  433. return true;
  434. }
  435. IGL_INLINE bool igl::MatlabWorkspace::find(
  436. const std::string & name,
  437. double & d)
  438. {
  439. using namespace std;
  440. const int i = std::find(names.begin(), names.end(), name)-names.begin();
  441. if(i>=(int)names.size())
  442. {
  443. return false;
  444. }
  445. assert(i<=(int)data.size());
  446. mxArray * mx_data = data[i];
  447. assert(!mxIsSparse(mx_data));
  448. assert(mxGetNumberOfDimensions(mx_data) == 2);
  449. //cout<<name<<": "<<mxGetM(mx_data)<<" "<<mxGetN(mx_data)<<endl;
  450. assert(mxGetNumberOfElements(mx_data) == 1);
  451. copy(
  452. mxGetPr(mx_data),
  453. mxGetPr(mx_data)+mxGetNumberOfElements(mx_data),
  454. &d);
  455. return true;
  456. }
  457. template <typename DerivedM>
  458. IGL_INLINE bool igl::MatlabWorkspace::find_index(
  459. const std::string & name,
  460. Eigen::PlainObjectBase<DerivedM>& M)
  461. {
  462. if(!find(name,M))
  463. {
  464. return false;
  465. }
  466. M.array() -= 1;
  467. return true;
  468. }
  469. //template <typename Data>
  470. //bool igl::MatlabWorkspace::save(const Data & M, const std::string & name)
  471. //{
  472. // using namespace std;
  473. // // If I don't know the type then I can't save it
  474. // cerr<<"^MatlabWorkspace::save Error: Unknown data type. "<<
  475. // name<<" not saved."<<endl;
  476. // return false;
  477. //}
  478. #endif