Date: 2022-03-31T04:46:45+00:00

Actual source code: aijhdf5.c

      2: #include <../src/mat/impls/aij/seq/aij.h>
      3: #include <petsc/private/isimpl.h>
      4: #include <petsc/private/vecimpl.h>
      5: #include <petsclayouthdf5.h>

      7: #if defined(PETSC_HAVE_HDF5)
      8: PetscErrorCode MatLoad_AIJ_HDF5(Mat mat, PetscViewer viewer)
      9: {
     10:   PetscViewerFormat format;
     11:   const PetscInt  *i_glob = NULL;
     12:   PetscInt        *i = NULL;
     13:   const PetscInt  *j = NULL;
     14:   const PetscScalar *a = NULL;
     15:   char            *a_name = NULL, *i_name = NULL, *j_name = NULL, *c_name = NULL;
     16:   const char      *mat_name = NULL;
     17:   PetscInt        p, m, M, N;
     18:   PetscInt        bs = mat->rmap->bs;
     19:   PetscInt        *range;
     20:   PetscBool       flg;
     21:   IS              is_i = NULL, is_j = NULL;
     22:   Vec             vec_a = NULL;
     23:   PetscLayout     jmap = NULL;
     24:   MPI_Comm        comm;
     25:   PetscMPIInt     rank, size;
     26:   PetscErrorCode  ierr;

     28:   PetscViewerGetFormat(viewer, &format);
     29:   switch (format) {
     30:     case PETSC_VIEWER_HDF5_PETSC:
     31:     case PETSC_VIEWER_DEFAULT:
     32:     case PETSC_VIEWER_NATIVE:
     33:     case PETSC_VIEWER_HDF5_MAT:
     34:       break;
     35:     default:
     36:       SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"PetscViewerFormat %s not supported for HDF5 input.",PetscViewerFormats[format]);
     37:   }

     39:   PetscObjectGetComm((PetscObject)mat,&comm);
     40:   MPI_Comm_rank(comm,&rank);
     41:   MPI_Comm_size(comm,&size);
     42:   PetscObjectGetName((PetscObject)mat,&mat_name);
     43:   if (format==PETSC_VIEWER_HDF5_MAT) {
     44:     PetscStrallocpy("jc",&i_name);
     45:     PetscStrallocpy("ir",&j_name);
     46:     PetscStrallocpy("data",&a_name);
     47:     PetscStrallocpy("MATLAB_sparse",&c_name);
     48:   } else {
     49:     /* TODO Once corresponding MatView is implemented, change the names to i,j,a */
     50:     /* TODO Maybe there could be both namings in the file, using "symbolic link" features of HDF5. */
     51:     PetscStrallocpy("jc",&i_name);
     52:     PetscStrallocpy("ir",&j_name);
     53:     PetscStrallocpy("data",&a_name);
     54:     PetscStrallocpy("MATLAB_sparse",&c_name);
     55:   }

     57:   PetscOptionsBegin(comm,NULL,"Options for loading matrix from HDF5","Mat");
     58:   PetscOptionsInt("-matload_block_size","Set the blocksize used to store the matrix","MatLoad",bs,&bs,&flg);
     59:   PetscOptionsEnd();
     60:   if (flg) {
     61:     MatSetBlockSize(mat, bs);
     62:   }

     64:   PetscViewerHDF5PushGroup(viewer,mat_name);
     65:   PetscViewerHDF5ReadAttribute(viewer,NULL,c_name,PETSC_INT,NULL,&N);
     66:   PetscViewerHDF5ReadSizes(viewer, i_name, NULL, &M);
     67:   --M;  /* i has size M+1 as there is global number of nonzeros stored at the end */

     69:   if (format==PETSC_VIEWER_HDF5_MAT && !mat->symmetric) {
     70:     /* Swap row and columns layout for unallocated matrix. I want to avoid calling MatTranspose() just to transpose sparsity pattern and layout. */
     71:     if (!mat->preallocated) {
     72:       PetscLayout tmp;
     73:       tmp = mat->rmap; mat->rmap = mat->cmap; mat->cmap = tmp;
     74:     } else SETERRQ(comm,PETSC_ERR_SUP,"Not for preallocated matrix - we would need to transpose it here which we want to avoid");
     75:   }

     77:   /* If global sizes are set, check if they are consistent with that given in the file */

     81:   /* Determine ownership of all (block) rows and columns */
     82:   mat->rmap->N = M;
     83:   mat->cmap->N = N;
     84:   PetscLayoutSetUp(mat->rmap);
     85:   PetscLayoutSetUp(mat->cmap);
     86:   m = mat->rmap->n;

     88:   /* Read array i (array of row indices) */
     89:   PetscMalloc1(m+1, &i); /* allocate i with one more position for local number of nonzeros on each rank */
     90:   i[0] = i[m] = 0; /* make the last entry always defined - the code block below overwrites it just on last rank */
     91:   if (rank == size-1) m++; /* in the loaded array i_glob, only the last rank has one more position with the global number of nonzeros */
     92:   M++;
     93:   ISCreate(comm,&is_i);
     94:   PetscObjectSetName((PetscObject)is_i,i_name);
     95:   PetscLayoutSetLocalSize(is_i->map,m);
     96:   PetscLayoutSetSize(is_i->map,M);
     97:   ISLoad(is_i,viewer);
     98:   ISGetIndices(is_i,&i_glob);
     99:   PetscArraycpy(i,i_glob,m);

    101:   /* Reset m and M to the matrix sizes */
    102:   m = mat->rmap->n;
    103:   M--;

    105:   /* Create PetscLayout for j and a vectors; construct ranges first */
    106:   PetscMalloc1(size+1, &range);
    107:   MPI_Allgather(i, 1, MPIU_INT, range, 1, MPIU_INT, comm);
    108:   /* Last rank has global number of nonzeros (= length of j and a arrays) in i[m] (last i entry) so broadcast it */
    109:   range[size] = i[m];
    110:   MPI_Bcast(&range[size], 1, MPIU_INT, size-1, comm);
    111:   for (p=size-1; p>0; p--) {
    112:     if (!range[p]) range[p] = range[p+1]; /* for ranks with 0 rows, take the value from the next processor */
    113:   }
    114:   i[m] = range[rank+1]; /* i[m] (last i entry) is equal to next rank's offset */
    115:   /* Deduce rstart, rend, n and N from the ranges */
    116:   PetscLayoutCreateFromRanges(comm,range,PETSC_OWN_POINTER,1,&jmap);

    118:   /* Convert global to local indexing of rows */
    119:   for (p=1; p<m+1; ++p) i[p] -= i[0];
    120:   i[0] = 0;

    122:   /* Read array j (array of column indices) */
    123:   ISCreate(comm,&is_j);
    124:   PetscObjectSetName((PetscObject)is_j,j_name);
    125:   PetscLayoutDuplicate(jmap,&is_j->map);
    126:   ISLoad(is_j,viewer);
    127:   ISGetIndices(is_j,&j);

    129:   /* Read array a (array of values) */
    130:   VecCreate(comm,&vec_a);
    131:   PetscObjectSetName((PetscObject)vec_a,a_name);
    132:   PetscLayoutDuplicate(jmap,&vec_a->map);
    133:   VecLoad(vec_a,viewer);
    134:   VecGetArrayRead(vec_a,&a);

    136:   /* populate matrix */
    137:   if (!((PetscObject)mat)->type_name) {
    138:     MatSetType(mat,MATAIJ);
    139:   }
    140:   MatSeqAIJSetPreallocationCSR(mat,i,j,a);
    141:   MatMPIAIJSetPreallocationCSR(mat,i,j,a);
    142:   /*
    143:   MatSeqBAIJSetPreallocationCSR(mat,bs,i,j,a);
    144:   MatMPIBAIJSetPreallocationCSR(mat,bs,i,j,a);
    145:   */

    147:   if (format==PETSC_VIEWER_HDF5_MAT && !mat->symmetric) {
    148:     /* Transpose the input matrix back */
    149:     MatTranspose(mat,MAT_INPLACE_MATRIX,&mat);
    150:   }

    152:   PetscViewerHDF5PopGroup(viewer);
    153:   PetscFree(i_name);
    154:   PetscFree(j_name);
    155:   PetscFree(a_name);
    156:   PetscFree(c_name);
    157:   PetscLayoutDestroy(&jmap);
    158:   PetscFree(i);
    159:   ISRestoreIndices(is_i,&i_glob);
    160:   ISRestoreIndices(is_j,&j);
    161:   VecRestoreArrayRead(vec_a,&a);
    162:   ISDestroy(&is_i);
    163:   ISDestroy(&is_j);
    164:   VecDestroy(&vec_a);
    165:   return 0;
    166: }
    167: #endif