Date: 2025-03-28T21:11:01+00:00

Actual source code: mhypre.c

      1: /*
      2:     Creates hypre ijmatrix from PETSc matrix
      3: */

      5: #include <petscpkg_version.h>
      6: #include <petsc/private/petschypre.h>
      7: #include <petscmathypre.h>
      8: #include <petsc/private/matimpl.h>
      9: #include <petsc/private/deviceimpl.h>
     10: #include <../src/mat/impls/hypre/mhypre.h>
     11: #include <../src/mat/impls/aij/mpi/mpiaij.h>
     12: #include <../src/vec/vec/impls/hypre/vhyp.h>
     13: #include <HYPRE.h>
     14: #include <HYPRE_utilities.h>
     15: #include <_hypre_parcsr_ls.h>
     16: #include <_hypre_sstruct_ls.h>

     18: #if PETSC_PKG_HYPRE_VERSION_LT(2, 18, 0)
     19:   #define hypre_ParCSRMatrixClone(A, B) hypre_ParCSRMatrixCompleteClone(A)
     20: #endif

     22: static PetscErrorCode MatHYPRE_CreateFromMat(Mat, Mat_HYPRE *);
     23: static PetscErrorCode MatHYPRE_IJMatrixPreallocate(Mat, Mat, HYPRE_IJMatrix);
     24: static PetscErrorCode MatHYPRE_IJMatrixCopyIJ_MPIAIJ(Mat, HYPRE_IJMatrix);
     25: static PetscErrorCode MatHYPRE_IJMatrixCopyIJ_SeqAIJ(Mat, HYPRE_IJMatrix);
     26: static PetscErrorCode MatHYPRE_MultKernel_Private(Mat, HYPRE_Complex, Vec, HYPRE_Complex, Vec, PetscBool);
     27: static PetscErrorCode MatSetValues_HYPRE(Mat, PetscInt, const PetscInt[], PetscInt, const PetscInt[], const PetscScalar[], InsertMode ins);

     29: static PetscErrorCode MatHYPRE_IJMatrixPreallocate(Mat A_d, Mat A_o, HYPRE_IJMatrix ij)
     30: {
     31:   PetscInt        i, n_d, n_o;
     32:   const PetscInt *ia_d, *ia_o;
     33:   PetscBool       done_d = PETSC_FALSE, done_o = PETSC_FALSE;
     34:   HYPRE_Int      *nnz_d = NULL, *nnz_o = NULL;

     36:   PetscFunctionBegin;
     37:   if (A_d) { /* determine number of nonzero entries in local diagonal part */
     38:     PetscCall(MatGetRowIJ(A_d, 0, PETSC_FALSE, PETSC_FALSE, &n_d, &ia_d, NULL, &done_d));
     39:     if (done_d) {
     40:       PetscCall(PetscMalloc1(n_d, &nnz_d));
     41:       for (i = 0; i < n_d; i++) nnz_d[i] = ia_d[i + 1] - ia_d[i];
     42:     }
     43:     PetscCall(MatRestoreRowIJ(A_d, 0, PETSC_FALSE, PETSC_FALSE, NULL, &ia_d, NULL, &done_d));
     44:   }
     45:   if (A_o) { /* determine number of nonzero entries in local off-diagonal part */
     46:     PetscCall(MatGetRowIJ(A_o, 0, PETSC_FALSE, PETSC_FALSE, &n_o, &ia_o, NULL, &done_o));
     47:     if (done_o) {
     48:       PetscCall(PetscMalloc1(n_o, &nnz_o));
     49:       for (i = 0; i < n_o; i++) nnz_o[i] = ia_o[i + 1] - ia_o[i];
     50:     }
     51:     PetscCall(MatRestoreRowIJ(A_o, 0, PETSC_FALSE, PETSC_FALSE, &n_o, &ia_o, NULL, &done_o));
     52:   }
     53:   if (done_d) {    /* set number of nonzeros in HYPRE IJ matrix */
     54:     if (!done_o) { /* only diagonal part */
     55:       PetscCall(PetscCalloc1(n_d, &nnz_o));
     56:     }
     57: #if PETSC_PKG_HYPRE_VERSION_GE(2, 16, 0)
     58:     { /* If we don't do this, the columns of the matrix will be all zeros! */
     59:       hypre_AuxParCSRMatrix *aux_matrix;
     60:       aux_matrix = (hypre_AuxParCSRMatrix *)hypre_IJMatrixTranslator(ij);
     61:       hypre_AuxParCSRMatrixDestroy(aux_matrix);
     62:       hypre_IJMatrixTranslator(ij) = NULL;
     63:       PetscCallExternal(HYPRE_IJMatrixSetDiagOffdSizes, ij, nnz_d, nnz_o);
     64:       /* it seems they partially fixed it in 2.19.0 */
     65:   #if PETSC_PKG_HYPRE_VERSION_LT(2, 19, 0)
     66:       aux_matrix                               = (hypre_AuxParCSRMatrix *)hypre_IJMatrixTranslator(ij);
     67:       hypre_AuxParCSRMatrixNeedAux(aux_matrix) = 1;
     68:   #endif
     69:     }
     70: #else
     71:     PetscCallExternal(HYPRE_IJMatrixSetDiagOffdSizes, ij, nnz_d, nnz_o);
     72: #endif
     73:     PetscCall(PetscFree(nnz_d));
     74:     PetscCall(PetscFree(nnz_o));
     75:   }
     76:   PetscFunctionReturn(PETSC_SUCCESS);
     77: }

     79: static PetscErrorCode MatHYPRE_CreateFromMat(Mat A, Mat_HYPRE *hA)
     80: {
     81:   PetscInt rstart, rend, cstart, cend;

     83:   PetscFunctionBegin;
     84:   PetscCall(PetscLayoutSetUp(A->rmap));
     85:   PetscCall(PetscLayoutSetUp(A->cmap));
     86:   rstart = A->rmap->rstart;
     87:   rend   = A->rmap->rend;
     88:   cstart = A->cmap->rstart;
     89:   cend   = A->cmap->rend;
     90:   PetscHYPREInitialize();
     91:   if (hA->ij) {
     92:     if (!hA->inner_free) hypre_IJMatrixObject(hA->ij) = NULL;
     93:     PetscCallExternal(HYPRE_IJMatrixDestroy, hA->ij);
     94:   }
     95:   PetscCallExternal(HYPRE_IJMatrixCreate, hA->comm, rstart, rend - 1, cstart, cend - 1, &hA->ij);
     96:   PetscCallExternal(HYPRE_IJMatrixSetObjectType, hA->ij, HYPRE_PARCSR);
     97:   {
     98:     PetscBool       same;
     99:     Mat             A_d, A_o;
    100:     const PetscInt *colmap;
    101:     PetscCall(PetscObjectBaseTypeCompare((PetscObject)A, MATMPIAIJ, &same));
    102:     if (same) {
    103:       PetscCall(MatMPIAIJGetSeqAIJ(A, &A_d, &A_o, &colmap));
    104:       PetscCall(MatHYPRE_IJMatrixPreallocate(A_d, A_o, hA->ij));
    105:       PetscFunctionReturn(PETSC_SUCCESS);
    106:     }
    107:     PetscCall(PetscObjectBaseTypeCompare((PetscObject)A, MATMPIBAIJ, &same));
    108:     if (same) {
    109:       PetscCall(MatMPIBAIJGetSeqBAIJ(A, &A_d, &A_o, &colmap));
    110:       PetscCall(MatHYPRE_IJMatrixPreallocate(A_d, A_o, hA->ij));
    111:       PetscFunctionReturn(PETSC_SUCCESS);
    112:     }
    113:     PetscCall(PetscObjectBaseTypeCompare((PetscObject)A, MATSEQAIJ, &same));
    114:     if (same) {
    115:       PetscCall(MatHYPRE_IJMatrixPreallocate(A, NULL, hA->ij));
    116:       PetscFunctionReturn(PETSC_SUCCESS);
    117:     }
    118:     PetscCall(PetscObjectBaseTypeCompare((PetscObject)A, MATSEQBAIJ, &same));
    119:     if (same) {
    120:       PetscCall(MatHYPRE_IJMatrixPreallocate(A, NULL, hA->ij));
    121:       PetscFunctionReturn(PETSC_SUCCESS);
    122:     }
    123:   }
    124:   PetscFunctionReturn(PETSC_SUCCESS);
    125: }

    127: static PetscErrorCode MatHYPRE_IJMatrixCopyIJ(Mat A, HYPRE_IJMatrix ij)
    128: {
    129:   PetscBool flg;

    131:   PetscFunctionBegin;
    132: #if PETSC_PKG_HYPRE_VERSION_LT(2, 19, 0)
    133:   PetscCallExternal(HYPRE_IJMatrixInitialize, ij);
    134: #else
    135:   PetscCallExternal(HYPRE_IJMatrixInitialize_v2, ij, HYPRE_MEMORY_HOST);
    136: #endif
    137:   PetscCall(PetscObjectBaseTypeCompare((PetscObject)A, MATMPIAIJ, &flg));
    138:   if (flg) {
    139:     PetscCall(MatHYPRE_IJMatrixCopyIJ_MPIAIJ(A, ij));
    140:     PetscFunctionReturn(PETSC_SUCCESS);
    141:   }
    142:   PetscCall(PetscObjectBaseTypeCompare((PetscObject)A, MATSEQAIJ, &flg));
    143:   if (flg) {
    144:     PetscCall(MatHYPRE_IJMatrixCopyIJ_SeqAIJ(A, ij));
    145:     PetscFunctionReturn(PETSC_SUCCESS);
    146:   }
    147:   PetscCheck(PETSC_FALSE, PetscObjectComm((PetscObject)A), PETSC_ERR_SUP, "No support for matrix type %s", ((PetscObject)A)->type_name);
    148:   PetscFunctionReturn(PETSC_SUCCESS);
    149: }

    151: static PetscErrorCode MatHYPRE_IJMatrixCopyIJ_SeqAIJ(Mat A, HYPRE_IJMatrix ij)
    152: {
    153:   Mat_SeqAIJ            *pdiag = (Mat_SeqAIJ *)A->data;
    154:   HYPRE_Int              type;
    155:   hypre_ParCSRMatrix    *par_matrix;
    156:   hypre_AuxParCSRMatrix *aux_matrix;
    157:   hypre_CSRMatrix       *hdiag;
    158:   PetscBool              sameint = (PetscBool)(sizeof(PetscInt) == sizeof(HYPRE_Int));

    160:   PetscFunctionBegin;
    161:   PetscCallExternal(HYPRE_IJMatrixGetObjectType, ij, &type);
    162:   PetscCheck(type == HYPRE_PARCSR, PetscObjectComm((PetscObject)A), PETSC_ERR_SUP, "Only HYPRE_PARCSR is supported");
    163:   PetscCallExternal(HYPRE_IJMatrixGetObject, ij, (void **)&par_matrix);
    164:   hdiag = hypre_ParCSRMatrixDiag(par_matrix);
    165:   /*
    166:        this is the Hack part where we monkey directly with the hypre datastructures
    167:   */
    168:   if (sameint) {
    169:     PetscCall(PetscArraycpy(hdiag->i, pdiag->i, A->rmap->n + 1));
    170:     PetscCall(PetscArraycpy(hdiag->j, pdiag->j, pdiag->nz));
    171:   } else {
    172:     PetscInt i;

    174:     for (i = 0; i < A->rmap->n + 1; i++) hdiag->i[i] = (HYPRE_Int)pdiag->i[i];
    175:     for (i = 0; i < pdiag->nz; i++) hdiag->j[i] = (HYPRE_Int)pdiag->j[i];
    176:   }

    178:   aux_matrix                               = (hypre_AuxParCSRMatrix *)hypre_IJMatrixTranslator(ij);
    179:   hypre_AuxParCSRMatrixNeedAux(aux_matrix) = 0;
    180:   PetscFunctionReturn(PETSC_SUCCESS);
    181: }

    183: static PetscErrorCode MatHYPRE_IJMatrixCopyIJ_MPIAIJ(Mat A, HYPRE_IJMatrix ij)
    184: {
    185:   Mat_MPIAIJ            *pA = (Mat_MPIAIJ *)A->data;
    186:   Mat_SeqAIJ            *pdiag, *poffd;
    187:   PetscInt               i, *garray = pA->garray, *jj, cstart, *pjj;
    188:   HYPRE_Int             *hjj, type;
    189:   hypre_ParCSRMatrix    *par_matrix;
    190:   hypre_AuxParCSRMatrix *aux_matrix;
    191:   hypre_CSRMatrix       *hdiag, *hoffd;
    192:   PetscBool              sameint = (PetscBool)(sizeof(PetscInt) == sizeof(HYPRE_Int));

    194:   PetscFunctionBegin;
    195:   pdiag = (Mat_SeqAIJ *)pA->A->data;
    196:   poffd = (Mat_SeqAIJ *)pA->B->data;
    197:   /* cstart is only valid for square MPIAIJ laid out in the usual way */
    198:   PetscCall(MatGetOwnershipRange(A, &cstart, NULL));

    200:   PetscCallExternal(HYPRE_IJMatrixGetObjectType, ij, &type);
    201:   PetscCheck(type == HYPRE_PARCSR, PetscObjectComm((PetscObject)A), PETSC_ERR_SUP, "Only HYPRE_PARCSR is supported");
    202:   PetscCallExternal(HYPRE_IJMatrixGetObject, ij, (void **)&par_matrix);
    203:   hdiag = hypre_ParCSRMatrixDiag(par_matrix);
    204:   hoffd = hypre_ParCSRMatrixOffd(par_matrix);

    206:   if (sameint) {
    207:     PetscCall(PetscArraycpy(hdiag->i, pdiag->i, pA->A->rmap->n + 1));
    208:   } else {
    209:     for (i = 0; i < pA->A->rmap->n + 1; i++) hdiag->i[i] = (HYPRE_Int)pdiag->i[i];
    210:   }

    212:   hjj = hdiag->j;
    213:   pjj = pdiag->j;
    214: #if PETSC_PKG_HYPRE_VERSION_GE(2, 16, 0)
    215:   for (i = 0; i < pdiag->nz; i++) hjj[i] = pjj[i];
    216: #else
    217:   for (i = 0; i < pdiag->nz; i++) hjj[i] = cstart + pjj[i];
    218: #endif
    219:   if (sameint) {
    220:     PetscCall(PetscArraycpy(hoffd->i, poffd->i, pA->A->rmap->n + 1));
    221:   } else {
    222:     for (i = 0; i < pA->A->rmap->n + 1; i++) hoffd->i[i] = (HYPRE_Int)poffd->i[i];
    223:   }

    225:   jj = (PetscInt *)hoffd->j;
    226: #if PETSC_PKG_HYPRE_VERSION_GE(2, 16, 0)
    227:   PetscCallExternal(hypre_CSRMatrixBigInitialize, hoffd);
    228:   jj = (PetscInt *)hoffd->big_j;
    229: #endif
    230:   pjj = poffd->j;
    231:   for (i = 0; i < poffd->nz; i++) jj[i] = garray[pjj[i]];

    233:   aux_matrix                               = (hypre_AuxParCSRMatrix *)hypre_IJMatrixTranslator(ij);
    234:   hypre_AuxParCSRMatrixNeedAux(aux_matrix) = 0;
    235:   PetscFunctionReturn(PETSC_SUCCESS);
    236: }

    238: static PetscErrorCode MatConvert_HYPRE_IS(Mat A, MatType mtype, MatReuse reuse, Mat *B)
    239: {
    240:   Mat_HYPRE             *mhA = (Mat_HYPRE *)A->data;
    241:   Mat                    lA;
    242:   ISLocalToGlobalMapping rl2g, cl2g;
    243:   IS                     is;
    244:   hypre_ParCSRMatrix    *hA;
    245:   hypre_CSRMatrix       *hdiag, *hoffd;
    246:   MPI_Comm               comm;
    247:   HYPRE_Complex         *hdd, *hod, *aa;
    248:   PetscScalar           *data;
    249:   HYPRE_BigInt          *col_map_offd;
    250:   HYPRE_Int             *hdi, *hdj, *hoi, *hoj;
    251:   PetscInt              *ii, *jj, *iptr, *jptr;
    252:   PetscInt               cum, dr, dc, oc, str, stc, nnz, i, jd, jo, M, N;
    253:   HYPRE_Int              type;
    254:   MatType                lmattype   = NULL;
    255:   PetscBool              freeparcsr = PETSC_FALSE;

    257:   PetscFunctionBegin;
    258:   comm = PetscObjectComm((PetscObject)A);
    259:   PetscCallExternal(HYPRE_IJMatrixGetObjectType, mhA->ij, &type);
    260:   PetscCheck(type == HYPRE_PARCSR, comm, PETSC_ERR_SUP, "Only HYPRE_PARCSR is supported");
    261:   PetscCallExternal(HYPRE_IJMatrixGetObject, mhA->ij, (void **)&hA);
    262: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    263:   if (HYPRE_MEMORY_DEVICE == hypre_IJMatrixMemoryLocation(mhA->ij)) {
    264:     /* Support by copying back on the host and copy to GPU
    265:        Kind of inefficient, but this is the best we can do now */
    266:   #if defined(HYPRE_USING_HIP)
    267:     lmattype = MATSEQAIJHIPSPARSE;
    268:   #elif defined(HYPRE_USING_CUDA)
    269:     lmattype = MATSEQAIJCUSPARSE;
    270:   #endif
    271:     hA         = hypre_ParCSRMatrixClone_v2(hA, 1, HYPRE_MEMORY_HOST);
    272:     freeparcsr = PETSC_TRUE;
    273:   }
    274: #endif
    275:   M     = hypre_ParCSRMatrixGlobalNumRows(hA);
    276:   N     = hypre_ParCSRMatrixGlobalNumCols(hA);
    277:   str   = hypre_ParCSRMatrixFirstRowIndex(hA);
    278:   stc   = hypre_ParCSRMatrixFirstColDiag(hA);
    279:   hdiag = hypre_ParCSRMatrixDiag(hA);
    280:   hoffd = hypre_ParCSRMatrixOffd(hA);
    281:   dr    = hypre_CSRMatrixNumRows(hdiag);
    282:   dc    = hypre_CSRMatrixNumCols(hdiag);
    283:   nnz   = hypre_CSRMatrixNumNonzeros(hdiag);
    284:   hdi   = hypre_CSRMatrixI(hdiag);
    285:   hdj   = hypre_CSRMatrixJ(hdiag);
    286:   hdd   = hypre_CSRMatrixData(hdiag);
    287:   oc    = hypre_CSRMatrixNumCols(hoffd);
    288:   nnz += hypre_CSRMatrixNumNonzeros(hoffd);
    289:   hoi = hypre_CSRMatrixI(hoffd);
    290:   hoj = hypre_CSRMatrixJ(hoffd);
    291:   hod = hypre_CSRMatrixData(hoffd);
    292:   if (reuse != MAT_REUSE_MATRIX) {
    293:     PetscInt *aux;

    295:     /* generate l2g maps for rows and cols */
    296:     PetscCall(ISCreateStride(comm, dr, str, 1, &is));
    297:     PetscCall(ISLocalToGlobalMappingCreateIS(is, &rl2g));
    298:     PetscCall(ISDestroy(&is));
    299:     col_map_offd = hypre_ParCSRMatrixColMapOffd(hA);
    300:     PetscCall(PetscMalloc1(dc + oc, &aux));
    301:     for (i = 0; i < dc; i++) aux[i] = i + stc;
    302:     for (i = 0; i < oc; i++) aux[i + dc] = col_map_offd[i];
    303:     PetscCall(ISCreateGeneral(comm, dc + oc, aux, PETSC_OWN_POINTER, &is));
    304:     PetscCall(ISLocalToGlobalMappingCreateIS(is, &cl2g));
    305:     PetscCall(ISDestroy(&is));
    306:     /* create MATIS object */
    307:     PetscCall(MatCreate(comm, B));
    308:     PetscCall(MatSetSizes(*B, dr, dc, M, N));
    309:     PetscCall(MatSetType(*B, MATIS));
    310:     PetscCall(MatSetLocalToGlobalMapping(*B, rl2g, cl2g));
    311:     PetscCall(ISLocalToGlobalMappingDestroy(&rl2g));
    312:     PetscCall(ISLocalToGlobalMappingDestroy(&cl2g));

    314:     /* allocate CSR for local matrix */
    315:     PetscCall(PetscMalloc1(dr + 1, &iptr));
    316:     PetscCall(PetscMalloc1(nnz, &jptr));
    317:     PetscCall(PetscMalloc1(nnz, &data));
    318:   } else {
    319:     PetscInt  nr;
    320:     PetscBool done;
    321:     PetscCall(MatISGetLocalMat(*B, &lA));
    322:     PetscCall(MatGetRowIJ(lA, 0, PETSC_FALSE, PETSC_FALSE, &nr, (const PetscInt **)&iptr, (const PetscInt **)&jptr, &done));
    323:     PetscCheck(nr == dr, PETSC_COMM_SELF, PETSC_ERR_USER, "Cannot reuse mat: invalid number of rows in local mat! %" PetscInt_FMT " != %" PetscInt_FMT, nr, dr);
    324:     PetscCheck(iptr[nr] >= nnz, PETSC_COMM_SELF, PETSC_ERR_USER, "Cannot reuse mat: invalid number of nonzeros in local mat! reuse %" PetscInt_FMT " requested %" PetscInt_FMT, iptr[nr], nnz);
    325:     PetscCall(MatSeqAIJGetArrayWrite(lA, &data));
    326:   }
    327:   /* merge local matrices */
    328:   ii  = iptr;
    329:   jj  = jptr;
    330:   aa  = (HYPRE_Complex *)data; /* this cast fixes the clang error when doing the assignments below: implicit conversion from 'HYPRE_Complex' (aka '_Complex double') to 'double' is not permitted in C++ */
    331:   *ii = *(hdi++) + *(hoi++);
    332:   for (jd = 0, jo = 0, cum = 0; *ii < nnz; cum++) {
    333:     PetscScalar *aold = (PetscScalar *)aa;
    334:     PetscInt    *jold = jj, nc = jd + jo;
    335:     for (; jd < *hdi; jd++) {
    336:       *jj++ = *hdj++;
    337:       *aa++ = *hdd++;
    338:     }
    339:     for (; jo < *hoi; jo++) {
    340:       *jj++ = *hoj++ + dc;
    341:       *aa++ = *hod++;
    342:     }
    343:     *(++ii) = *(hdi++) + *(hoi++);
    344:     PetscCall(PetscSortIntWithScalarArray(jd + jo - nc, jold, aold));
    345:   }
    346:   for (; cum < dr; cum++) *(++ii) = nnz;
    347:   if (reuse != MAT_REUSE_MATRIX) {
    348:     Mat_SeqAIJ *a;

    350:     PetscCall(MatCreateSeqAIJWithArrays(PETSC_COMM_SELF, dr, dc + oc, iptr, jptr, data, &lA));
    351:     /* hack SeqAIJ */
    352:     a          = (Mat_SeqAIJ *)lA->data;
    353:     a->free_a  = PETSC_TRUE;
    354:     a->free_ij = PETSC_TRUE;
    355:     if (lmattype) PetscCall(MatConvert(lA, lmattype, MAT_INPLACE_MATRIX, &lA));
    356:     PetscCall(MatISSetLocalMat(*B, lA));
    357:     PetscCall(MatDestroy(&lA));
    358:   } else {
    359:     PetscCall(MatSeqAIJRestoreArrayWrite(lA, &data));
    360:   }
    361:   PetscCall(MatAssemblyBegin(*B, MAT_FINAL_ASSEMBLY));
    362:   PetscCall(MatAssemblyEnd(*B, MAT_FINAL_ASSEMBLY));
    363:   if (reuse == MAT_INPLACE_MATRIX) PetscCall(MatHeaderReplace(A, B));
    364:   if (freeparcsr) PetscCallExternal(hypre_ParCSRMatrixDestroy, hA);
    365:   PetscFunctionReturn(PETSC_SUCCESS);
    366: }

    368: static PetscErrorCode MatHYPRE_DestroyCOOMat(Mat mat)
    369: {
    370:   Mat_HYPRE *hA = (Mat_HYPRE *)mat->data;

    372:   PetscFunctionBegin;
    373:   if (hA->cooMat) { /* If cooMat is present we need to destroy the column indices */
    374:     PetscCall(MatDestroy(&hA->cooMat));
    375:     if (hA->cooMatAttached) {
    376:       hypre_CSRMatrix     *csr;
    377:       hypre_ParCSRMatrix  *parcsr;
    378:       HYPRE_MemoryLocation mem;

    380:       PetscCallExternal(HYPRE_IJMatrixGetObject, hA->ij, (void **)&parcsr);
    381:       csr = hypre_ParCSRMatrixDiag(parcsr);
    382:       if (csr) {
    383:         mem = hypre_CSRMatrixMemoryLocation(csr);
    384:         PetscStackCallExternalVoid("hypre_TFree", hypre_TFree(hypre_CSRMatrixJ(csr), mem));
    385:         PetscStackCallExternalVoid("hypre_TFree", hypre_TFree(hypre_CSRMatrixBigJ(csr), mem));
    386:       }
    387:       csr = hypre_ParCSRMatrixOffd(parcsr);
    388:       if (csr) {
    389:         mem = hypre_CSRMatrixMemoryLocation(csr);
    390:         PetscStackCallExternalVoid("hypre_TFree", hypre_TFree(hypre_CSRMatrixJ(csr), mem));
    391:         PetscStackCallExternalVoid("hypre_TFree", hypre_TFree(hypre_CSRMatrixBigJ(csr), mem));
    392:       }
    393:     }
    394:   }
    395:   hA->cooMatAttached = PETSC_FALSE;
    396:   PetscFunctionReturn(PETSC_SUCCESS);
    397: }

    399: static PetscErrorCode MatHYPRE_CreateCOOMat(Mat mat)
    400: {
    401:   MPI_Comm    comm;
    402:   PetscMPIInt size;
    403:   PetscLayout rmap, cmap;
    404:   Mat_HYPRE  *hmat    = (Mat_HYPRE *)mat->data;
    405:   MatType     matType = MATAIJ; /* default type of cooMat */

    407:   PetscFunctionBegin;
    408:   /* Build an agent matrix cooMat with AIJ format
    409:      It has the same sparsity pattern as mat, and also shares the data array with mat. We use cooMat to do the COO work.
    410:    */
    411:   PetscCall(PetscObjectGetComm((PetscObject)mat, &comm));
    412:   PetscCallMPI(MPI_Comm_size(comm, &size));
    413:   PetscCall(PetscLayoutSetUp(mat->rmap));
    414:   PetscCall(PetscLayoutSetUp(mat->cmap));
    415:   PetscCall(MatGetLayouts(mat, &rmap, &cmap));

    417: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    418:   if (!mat->boundtocpu) { /* mat will be on device, so will cooMat */
    419:   #if defined(HYPRE_USING_HIP)
    420:     matType = MATAIJHIPSPARSE;
    421:   #elif defined(HYPRE_USING_CUDA)
    422:     matType = MATAIJCUSPARSE;
    423:   #else
    424:     SETERRQ(comm, PETSC_ERR_SUP, "Do not know the HYPRE device");
    425:   #endif
    426:   }
    427: #endif

    429:   /* Do COO preallocation through cooMat */
    430:   PetscCall(MatHYPRE_DestroyCOOMat(mat));
    431:   PetscCall(MatCreate(comm, &hmat->cooMat));
    432:   PetscCall(MatSetType(hmat->cooMat, matType));
    433:   PetscCall(MatSetLayouts(hmat->cooMat, rmap, cmap));

    435:   /* allocate local matrices if needed */
    436:   PetscCall(MatMPIAIJSetPreallocation(hmat->cooMat, 0, NULL, 0, NULL));
    437:   PetscFunctionReturn(PETSC_SUCCESS);
    438: }

    440: /* Attach cooMat data array to hypre matrix.
    441:    When AIJCUPMSPARSE will support raw device pointers and not THRUSTARRAY
    442:    we should swap the arrays: i.e., attach hypre matrix array to cooMat
    443:    This is because hypre should be in charge of handling the memory,
    444:    cooMat is only a way to reuse PETSc COO code.
    445:    attaching the memory will then be done at MatSetValuesCOO time and it will dynamically
    446:    support hypre matrix migrating to host.
    447: */
    448: static PetscErrorCode MatHYPRE_AttachCOOMat(Mat mat)
    449: {
    450:   Mat_HYPRE           *hmat = (Mat_HYPRE *)mat->data;
    451:   hypre_CSRMatrix     *diag, *offd;
    452:   hypre_ParCSRMatrix  *parCSR;
    453:   HYPRE_MemoryLocation hmem = HYPRE_MEMORY_HOST;
    454:   PetscMemType         pmem;
    455:   Mat                  A, B;
    456:   PetscScalar         *a;
    457:   PetscMPIInt          size;
    458:   MPI_Comm             comm;

    460:   PetscFunctionBegin;
    461:   PetscCheck(hmat->cooMat, PetscObjectComm((PetscObject)mat), PETSC_ERR_PLIB, "HYPRE COO delegate matrix has not been created yet");
    462:   if (hmat->cooMatAttached) PetscFunctionReturn(PETSC_SUCCESS);
    463:   PetscCheck(hmat->cooMat->preallocated, PetscObjectComm((PetscObject)mat), PETSC_ERR_PLIB, "HYPRE COO delegate matrix is not preallocated");
    464:   PetscCall(PetscObjectSetName((PetscObject)hmat->cooMat, "_internal_COO_mat_for_hypre"));
    465:   PetscCall(PetscObjectGetComm((PetscObject)mat, &comm));
    466:   PetscCallMPI(MPI_Comm_size(comm, &size));

    468:   /* Alias cooMat's data array to IJMatrix's */
    469:   PetscCallExternal(HYPRE_IJMatrixGetObject, hmat->ij, (void **)&parCSR);
    470:   diag = hypre_ParCSRMatrixDiag(parCSR);
    471:   offd = hypre_ParCSRMatrixOffd(parCSR);

    473:   A = (size == 1) ? hmat->cooMat : ((Mat_MPIAIJ *)hmat->cooMat->data)->A;
    474:   B = (size == 1) ? NULL : ((Mat_MPIAIJ *)hmat->cooMat->data)->B;

    476:   PetscCall(PetscObjectSetName((PetscObject)A, "_internal_COO_mat_for_hypre"));
    477:   hmem = hypre_CSRMatrixMemoryLocation(diag);
    478:   PetscCall(MatSeqAIJGetCSRAndMemType(A, NULL, NULL, &a, &pmem));
    479:   PetscAssert((PetscMemTypeHost(pmem) && hmem == HYPRE_MEMORY_HOST) || (PetscMemTypeDevice(pmem) && hmem == HYPRE_MEMORY_DEVICE), comm, PETSC_ERR_PLIB, "PETSc and hypre's memory types mismatch");
    480:   PetscStackCallExternalVoid("hypre_TFree", hypre_TFree(hypre_CSRMatrixData(diag), hmem));
    481:   hypre_CSRMatrixData(diag)     = (HYPRE_Complex *)a;
    482:   hypre_CSRMatrixOwnsData(diag) = 0; /* Take ownership of (j,a) away from hypre. As a result, we need to free them on our own */

    484:   if (B) {
    485:     hmem = hypre_CSRMatrixMemoryLocation(offd);
    486:     PetscCall(MatSeqAIJGetCSRAndMemType(B, NULL, NULL, &a, &pmem));
    487:     PetscAssert((PetscMemTypeHost(pmem) && hmem == HYPRE_MEMORY_HOST) || (PetscMemTypeDevice(pmem) && hmem == HYPRE_MEMORY_DEVICE), comm, PETSC_ERR_PLIB, "PETSc and hypre's memory types mismatch");
    488:     PetscStackCallExternalVoid("hypre_TFree", hypre_TFree(hypre_CSRMatrixData(offd), hmem));
    489:     hypre_CSRMatrixData(offd)     = (HYPRE_Complex *)a;
    490:     hypre_CSRMatrixOwnsData(offd) = 0;
    491:   }
    492:   hmat->cooMatAttached = PETSC_TRUE;
    493:   PetscFunctionReturn(PETSC_SUCCESS);
    494: }

    496: static PetscErrorCode CSRtoCOO_Private(PetscInt n, const PetscInt ii[], const PetscInt jj[], PetscCount *ncoo, PetscInt **coo_i, PetscInt **coo_j)
    497: {
    498:   PetscInt *cooi, *cooj;

    500:   PetscFunctionBegin;
    501:   *ncoo = ii[n];
    502:   PetscCall(PetscMalloc2(*ncoo, &cooi, *ncoo, &cooj));
    503:   for (PetscInt i = 0; i < n; i++) {
    504:     for (PetscInt j = ii[i]; j < ii[i + 1]; j++) cooi[j] = i;
    505:   }
    506:   PetscCall(PetscArraycpy(cooj, jj, *ncoo));
    507:   *coo_i = cooi;
    508:   *coo_j = cooj;
    509:   PetscFunctionReturn(PETSC_SUCCESS);
    510: }

    512: static PetscErrorCode CSRtoCOO_HYPRE_Int_Private(PetscInt n, const HYPRE_Int ii[], const HYPRE_Int jj[], PetscCount *ncoo, PetscInt **coo_i, PetscInt **coo_j)
    513: {
    514:   PetscInt *cooi, *cooj;

    516:   PetscFunctionBegin;
    517:   *ncoo = ii[n];
    518:   PetscCall(PetscMalloc2(*ncoo, &cooi, *ncoo, &cooj));
    519:   for (PetscInt i = 0; i < n; i++) {
    520:     for (HYPRE_Int j = ii[i]; j < ii[i + 1]; j++) cooi[j] = i;
    521:   }
    522:   for (PetscCount i = 0; i < *ncoo; i++) cooj[i] = jj[i];
    523:   *coo_i = cooi;
    524:   *coo_j = cooj;
    525:   PetscFunctionReturn(PETSC_SUCCESS);
    526: }

    528: static PetscErrorCode MatSeqAIJGetCOO_Private(Mat A, PetscCount *ncoo, PetscInt **coo_i, PetscInt **coo_j)
    529: {
    530:   PetscInt        n;
    531:   const PetscInt *ii, *jj;
    532:   PetscBool       done;

    534:   PetscFunctionBegin;
    535:   PetscCall(MatGetRowIJ(A, 0, PETSC_FALSE, PETSC_FALSE, &n, &ii, &jj, &done));
    536:   PetscCheck(done, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Failure for MatGetRowIJ");
    537:   PetscCall(CSRtoCOO_Private(n, ii, jj, ncoo, coo_i, coo_j));
    538:   PetscCall(MatRestoreRowIJ(A, 0, PETSC_FALSE, PETSC_FALSE, &n, &ii, &jj, &done));
    539:   PetscCheck(done, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Failure for MatRestoreRowIJ");
    540:   PetscFunctionReturn(PETSC_SUCCESS);
    541: }

    543: static PetscErrorCode hypreCSRMatrixGetCOO_Private(hypre_CSRMatrix *A, PetscCount *ncoo, PetscInt **coo_i, PetscInt **coo_j)
    544: {
    545:   PetscInt             n = hypre_CSRMatrixNumRows(A);
    546:   HYPRE_Int           *ii, *jj;
    547:   HYPRE_MemoryLocation mem = HYPRE_MEMORY_HOST;

    549:   PetscFunctionBegin;
    550: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    551:   mem = hypre_CSRMatrixMemoryLocation(A);
    552:   if (mem != HYPRE_MEMORY_HOST) {
    553:     PetscCount nnz = hypre_CSRMatrixNumNonzeros(A);
    554:     PetscCall(PetscMalloc2(n + 1, &ii, nnz, &jj));
    555:     hypre_TMemcpy(ii, hypre_CSRMatrixI(A), HYPRE_Int, n + 1, HYPRE_MEMORY_HOST, mem);
    556:     hypre_TMemcpy(jj, hypre_CSRMatrixJ(A), HYPRE_Int, nnz, HYPRE_MEMORY_HOST, mem);
    557:   } else {
    558: #else
    559:   {
    560: #endif
    561:     ii = hypre_CSRMatrixI(A);
    562:     jj = hypre_CSRMatrixJ(A);
    563:   }
    564:   PetscCall(CSRtoCOO_HYPRE_Int_Private(n, ii, jj, ncoo, coo_i, coo_j));
    565:   if (mem != HYPRE_MEMORY_HOST) PetscCall(PetscFree2(ii, jj));
    566:   PetscFunctionReturn(PETSC_SUCCESS);
    567: }

    569: static PetscErrorCode MatSetValuesCOOFromCSRMatrix_Private(Mat A, hypre_CSRMatrix *H)
    570: {
    571:   PetscBool            iscpu = PETSC_TRUE;
    572:   PetscScalar         *a;
    573:   HYPRE_MemoryLocation mem = HYPRE_MEMORY_HOST;

    575:   PetscFunctionBegin;
    576: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    577:   mem = hypre_CSRMatrixMemoryLocation(H);
    578:   PetscCall(PetscObjectTypeCompare((PetscObject)A, MATSEQAIJ, &iscpu));
    579: #endif
    580:   if (iscpu && mem != HYPRE_MEMORY_HOST) {
    581:     PetscCount nnz = hypre_CSRMatrixNumNonzeros(H);
    582:     PetscCall(PetscMalloc1(nnz, &a));
    583:     hypre_TMemcpy(a, hypre_CSRMatrixData(H), PetscScalar, nnz, HYPRE_MEMORY_HOST, mem);
    584:   } else {
    585:     a = (PetscScalar *)hypre_CSRMatrixData(H);
    586:   }
    587:   PetscCall(MatSetValuesCOO(A, a, INSERT_VALUES));
    588:   if (iscpu && mem != HYPRE_MEMORY_HOST) PetscCall(PetscFree(a));
    589:   PetscFunctionReturn(PETSC_SUCCESS);
    590: }

    592: PETSC_INTERN PetscErrorCode MatConvert_AIJ_HYPRE(Mat A, MatType type, MatReuse reuse, Mat *B)
    593: {
    594:   MPI_Comm   comm = PetscObjectComm((PetscObject)A);
    595:   Mat        M = NULL, dH = NULL, oH = NULL, dA = NULL, oA = NULL;
    596:   PetscBool  ismpiaij, issbaij, isbaij;
    597:   Mat_HYPRE *hA;

    599:   PetscFunctionBegin;
    600:   PetscCall(PetscObjectTypeCompareAny((PetscObject)A, &issbaij, MATSEQSBAIJ, MATMPIBAIJ, ""));
    601:   PetscCall(PetscObjectTypeCompareAny((PetscObject)A, &isbaij, MATSEQBAIJ, MATMPIBAIJ, ""));
    602:   if (isbaij || issbaij) { /* handle BAIJ and SBAIJ */
    603:     PetscBool ismpi;
    604:     MatType   newtype;

    606:     PetscCall(PetscObjectTypeCompareAny((PetscObject)A, &ismpi, MATMPISBAIJ, MATMPIBAIJ, ""));
    607:     newtype = ismpi ? MATMPIAIJ : MATSEQAIJ;
    608:     if (reuse == MAT_REUSE_MATRIX) {
    609:       PetscCall(MatConvert(*B, newtype, MAT_INPLACE_MATRIX, B));
    610:       PetscCall(MatConvert(A, newtype, MAT_REUSE_MATRIX, B));
    611:       PetscCall(MatConvert(*B, MATHYPRE, MAT_INPLACE_MATRIX, B));
    612:     } else if (reuse == MAT_INITIAL_MATRIX) {
    613:       PetscCall(MatConvert(A, newtype, MAT_INITIAL_MATRIX, B));
    614:       PetscCall(MatConvert(*B, MATHYPRE, MAT_INPLACE_MATRIX, B));
    615:     } else {
    616:       PetscCall(MatConvert(A, newtype, MAT_INPLACE_MATRIX, &A));
    617:       PetscCall(MatConvert(A, MATHYPRE, MAT_INPLACE_MATRIX, &A));
    618:     }
    619:     PetscFunctionReturn(PETSC_SUCCESS);
    620:   }

    622:   dA = A;
    623:   PetscCall(PetscObjectBaseTypeCompare((PetscObject)A, MATMPIAIJ, &ismpiaij));
    624:   if (ismpiaij) PetscCall(MatMPIAIJGetSeqAIJ(A, &dA, &oA, NULL));

    626:   if (reuse != MAT_REUSE_MATRIX) {
    627:     PetscCount coo_n;
    628:     PetscInt  *coo_i, *coo_j;

    630:     PetscCall(MatCreate(comm, &M));
    631:     PetscCall(MatSetType(M, MATHYPRE));
    632:     PetscCall(MatSetSizes(M, A->rmap->n, A->cmap->n, A->rmap->N, A->cmap->N));
    633:     PetscCall(MatSetOption(M, MAT_SORTED_FULL, PETSC_TRUE));
    634:     PetscCall(MatSetOption(M, MAT_NO_OFF_PROC_ENTRIES, PETSC_TRUE));

    636:     hA = (Mat_HYPRE *)M->data;
    637:     PetscCall(MatHYPRE_CreateFromMat(A, hA));
    638:     PetscCall(MatHYPRE_IJMatrixCopyIJ(A, hA->ij));

    640:     PetscCall(MatHYPRE_CreateCOOMat(M));

    642:     dH = hA->cooMat;
    643:     PetscCall(PetscObjectBaseTypeCompare((PetscObject)hA->cooMat, MATMPIAIJ, &ismpiaij));
    644:     if (ismpiaij) PetscCall(MatMPIAIJGetSeqAIJ(hA->cooMat, &dH, &oH, NULL));

    646:     PetscCall(PetscObjectSetName((PetscObject)dH, "_internal_COO_mat_for_hypre"));
    647:     PetscCall(MatSeqAIJGetCOO_Private(dA, &coo_n, &coo_i, &coo_j));
    648:     PetscCall(MatSetPreallocationCOO(dH, coo_n, coo_i, coo_j));
    649:     PetscCall(PetscFree2(coo_i, coo_j));
    650:     if (oH) {
    651:       PetscCall(PetscLayoutDestroy(&oH->cmap));
    652:       PetscCall(PetscLayoutCreateFromSizes(PetscObjectComm((PetscObject)oH), oA->cmap->n, oA->cmap->n, 1, &oH->cmap));
    653:       PetscCall(MatSeqAIJGetCOO_Private(oA, &coo_n, &coo_i, &coo_j));
    654:       PetscCall(MatSetPreallocationCOO(oH, coo_n, coo_i, coo_j));
    655:       PetscCall(PetscFree2(coo_i, coo_j));
    656:     }
    657:     hA->cooMat->assembled = PETSC_TRUE;

    659:     M->preallocated = PETSC_TRUE;
    660:     PetscCall(MatAssemblyBegin(M, MAT_FINAL_ASSEMBLY));
    661:     PetscCall(MatAssemblyEnd(M, MAT_FINAL_ASSEMBLY));

    663:     PetscCall(MatHYPRE_AttachCOOMat(M));
    664:     if (reuse == MAT_INITIAL_MATRIX) *B = M;
    665:   } else M = *B;

    667:   hA = (Mat_HYPRE *)M->data;
    668:   PetscCheck(hA->cooMat, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "HYPRE COO delegate matrix has not been created yet");

    670:   dH = hA->cooMat;
    671:   PetscCall(PetscObjectBaseTypeCompare((PetscObject)hA->cooMat, MATMPIAIJ, &ismpiaij));
    672:   if (ismpiaij) PetscCall(MatMPIAIJGetSeqAIJ(hA->cooMat, &dH, &oH, NULL));

    674:   PetscScalar *a;
    675:   PetscCall(MatSeqAIJGetCSRAndMemType(dA, NULL, NULL, &a, NULL));
    676:   PetscCall(MatSetValuesCOO(dH, a, INSERT_VALUES));
    677:   if (oH) {
    678:     PetscCall(MatSeqAIJGetCSRAndMemType(oA, NULL, NULL, &a, NULL));
    679:     PetscCall(MatSetValuesCOO(oH, a, INSERT_VALUES));
    680:   }

    682:   if (reuse == MAT_INPLACE_MATRIX) PetscCall(MatHeaderReplace(A, &M));
    683:   PetscFunctionReturn(PETSC_SUCCESS);
    684: }

    686: static PetscErrorCode MatConvert_HYPRE_AIJ(Mat A, MatType mtype, MatReuse reuse, Mat *B)
    687: {
    688:   Mat                 M, dA = NULL, oA = NULL;
    689:   hypre_ParCSRMatrix *parcsr;
    690:   hypre_CSRMatrix    *dH, *oH;
    691:   MPI_Comm            comm;
    692:   PetscBool           ismpiaij, isseqaij;

    694:   PetscFunctionBegin;
    695:   comm = PetscObjectComm((PetscObject)A);
    696:   if (reuse == MAT_REUSE_MATRIX) {
    697:     PetscCall(PetscObjectBaseTypeCompare((PetscObject)*B, MATMPIAIJ, &ismpiaij));
    698:     PetscCall(PetscObjectBaseTypeCompare((PetscObject)*B, MATSEQAIJ, &isseqaij));
    699:     PetscCheck(ismpiaij || isseqaij, comm, PETSC_ERR_SUP, "Only MATMPIAIJ or MATSEQAIJ base types are supported");
    700:   }
    701:   PetscCall(MatHYPREGetParCSR(A, &parcsr));
    702: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    703:   if (HYPRE_MEMORY_DEVICE == hypre_ParCSRMatrixMemoryLocation(parcsr)) {
    704:     PetscBool isaij;

    706:     PetscCall(PetscStrcmp(mtype, MATAIJ, &isaij));
    707:     if (isaij) {
    708:       PetscMPIInt size;

    710:       PetscCallMPI(MPI_Comm_size(comm, &size));
    711:   #if defined(HYPRE_USING_HIP)
    712:       mtype = size > 1 ? MATMPIAIJHIPSPARSE : MATSEQAIJHIPSPARSE;
    713:   #elif defined(HYPRE_USING_CUDA)
    714:       mtype = size > 1 ? MATMPIAIJCUSPARSE : MATSEQAIJCUSPARSE;
    715:   #else
    716:       mtype = size > 1 ? MATMPIAIJ : MATSEQAIJ;
    717:   #endif
    718:     }
    719:   }
    720: #endif
    721:   dH = hypre_ParCSRMatrixDiag(parcsr);
    722:   oH = hypre_ParCSRMatrixOffd(parcsr);
    723:   if (reuse != MAT_REUSE_MATRIX) {
    724:     PetscCount coo_n;
    725:     PetscInt  *coo_i, *coo_j;

    727:     PetscCall(MatCreate(comm, &M));
    728:     PetscCall(MatSetType(M, mtype));
    729:     PetscCall(MatSetSizes(M, A->rmap->n, A->cmap->n, A->rmap->N, A->cmap->N));
    730:     PetscCall(MatMPIAIJSetPreallocation(M, 0, NULL, 0, NULL));

    732:     dA = M;
    733:     PetscCall(PetscObjectBaseTypeCompare((PetscObject)M, MATMPIAIJ, &ismpiaij));
    734:     if (ismpiaij) PetscCall(MatMPIAIJGetSeqAIJ(M, &dA, &oA, NULL));

    736:     PetscCall(hypreCSRMatrixGetCOO_Private(dH, &coo_n, &coo_i, &coo_j));
    737:     PetscCall(MatSetPreallocationCOO(dA, coo_n, coo_i, coo_j));
    738:     PetscCall(PetscFree2(coo_i, coo_j));
    739:     if (ismpiaij) {
    740:       HYPRE_Int nc = hypre_CSRMatrixNumCols(oH);

    742:       PetscCall(PetscLayoutDestroy(&oA->cmap));
    743:       PetscCall(PetscLayoutCreateFromSizes(PetscObjectComm((PetscObject)oA), nc, nc, 1, &oA->cmap));
    744:       PetscCall(hypreCSRMatrixGetCOO_Private(oH, &coo_n, &coo_i, &coo_j));
    745:       PetscCall(MatSetPreallocationCOO(oA, coo_n, coo_i, coo_j));
    746:       PetscCall(PetscFree2(coo_i, coo_j));

    748:       /* garray */
    749:       Mat_MPIAIJ   *aij    = (Mat_MPIAIJ *)M->data;
    750:       HYPRE_BigInt *harray = hypre_ParCSRMatrixColMapOffd(parcsr);
    751:       PetscInt     *garray;

    753:       PetscCall(PetscFree(aij->garray));
    754:       PetscCall(PetscMalloc1(nc, &garray));
    755:       for (HYPRE_Int i = 0; i < nc; i++) garray[i] = (PetscInt)harray[i];
    756:       aij->garray = garray;
    757:       PetscCall(MatSetUpMultiply_MPIAIJ(M));
    758:     }
    759:     if (reuse == MAT_INITIAL_MATRIX) *B = M;
    760:   } else M = *B;

    762:   dA = M;
    763:   PetscCall(PetscObjectBaseTypeCompare((PetscObject)M, MATMPIAIJ, &ismpiaij));
    764:   if (ismpiaij) PetscCall(MatMPIAIJGetSeqAIJ(M, &dA, &oA, NULL));
    765:   PetscCall(MatSetValuesCOOFromCSRMatrix_Private(dA, dH));
    766:   if (oA) PetscCall(MatSetValuesCOOFromCSRMatrix_Private(oA, oH));
    767:   M->assembled = PETSC_TRUE;
    768:   if (reuse == MAT_INPLACE_MATRIX) PetscCall(MatHeaderReplace(A, &M));
    769:   PetscFunctionReturn(PETSC_SUCCESS);
    770: }

    772: static PetscErrorCode MatAIJGetParCSR_Private(Mat A, hypre_ParCSRMatrix **hA)
    773: {
    774:   hypre_ParCSRMatrix *tA;
    775:   hypre_CSRMatrix    *hdiag, *hoffd;
    776:   Mat_SeqAIJ         *diag, *offd;
    777:   PetscInt           *garray, i, noffd, dnnz, onnz, *row_starts, *col_starts;
    778:   MPI_Comm            comm = PetscObjectComm((PetscObject)A);
    779:   PetscBool           ismpiaij, isseqaij;
    780:   PetscBool           sameint = (PetscBool)(sizeof(PetscInt) == sizeof(HYPRE_Int));
    781:   HYPRE_Int          *hdi = NULL, *hdj = NULL, *hoi = NULL, *hoj = NULL;
    782:   PetscInt           *pdi = NULL, *pdj = NULL, *poi = NULL, *poj = NULL;
    783:   PetscBool           iscuda, iship;
    784: #if defined(PETSC_HAVE_DEVICE) && defined(PETSC_HAVE_HYPRE_DEVICE)
    785:   PetscBool boundtocpu = A->boundtocpu;
    786: #else
    787:   PetscBool boundtocpu = PETSC_TRUE;
    788: #endif

    790:   PetscFunctionBegin;
    791:   PetscCall(PetscObjectBaseTypeCompare((PetscObject)A, MATMPIAIJ, &ismpiaij));
    792:   PetscCall(PetscObjectBaseTypeCompare((PetscObject)A, MATSEQAIJ, &isseqaij));
    793:   PetscCheck(ismpiaij || isseqaij, comm, PETSC_ERR_SUP, "Unsupported type %s", ((PetscObject)A)->type_name);
    794:   PetscCall(PetscObjectTypeCompareAny((PetscObject)A, &iscuda, MATSEQAIJHIPSPARSE, MATMPIAIJCUSPARSE, ""));
    795:   PetscCall(PetscObjectTypeCompareAny((PetscObject)A, &iship, MATSEQAIJCUSPARSE, MATMPIAIJHIPSPARSE, ""));
    796:   PetscHYPREInitialize();
    797:   if (ismpiaij) {
    798:     Mat_MPIAIJ *a = (Mat_MPIAIJ *)A->data;

    800:     diag = (Mat_SeqAIJ *)a->A->data;
    801:     offd = (Mat_SeqAIJ *)a->B->data;
    802:     if (!boundtocpu && (iscuda || iship)) {
    803: #if defined(HYPRE_USING_CUDA) && defined(PETSC_HAVE_CUDA)
    804:       if (iscuda) {
    805:         sameint = PETSC_TRUE;
    806:         PetscCall(MatSeqAIJCUSPARSEGetIJ(a->A, PETSC_FALSE, (const HYPRE_Int **)&hdi, (const HYPRE_Int **)&hdj));
    807:         PetscCall(MatSeqAIJCUSPARSEGetIJ(a->B, PETSC_FALSE, (const HYPRE_Int **)&hoi, (const HYPRE_Int **)&hoj));
    808:       }
    809: #endif
    810: #if defined(HYPRE_USING_HIP) && defined(PETSC_HAVE_HIP)
    811:       if (iship) {
    812:         sameint = PETSC_TRUE;
    813:         PetscCall(MatSeqAIJHIPSPARSEGetIJ(a->A, PETSC_FALSE, (const HYPRE_Int **)&hdi, (const HYPRE_Int **)&hdj));
    814:         PetscCall(MatSeqAIJHIPSPARSEGetIJ(a->B, PETSC_FALSE, (const HYPRE_Int **)&hoi, (const HYPRE_Int **)&hoj));
    815:       }
    816: #endif
    817:     } else {
    818:       boundtocpu = PETSC_TRUE;
    819:       pdi        = diag->i;
    820:       pdj        = diag->j;
    821:       poi        = offd->i;
    822:       poj        = offd->j;
    823:       if (sameint) {
    824:         hdi = (HYPRE_Int *)pdi;
    825:         hdj = (HYPRE_Int *)pdj;
    826:         hoi = (HYPRE_Int *)poi;
    827:         hoj = (HYPRE_Int *)poj;
    828:       }
    829:     }
    830:     garray = a->garray;
    831:     noffd  = a->B->cmap->N;
    832:     dnnz   = diag->nz;
    833:     onnz   = offd->nz;
    834:   } else {
    835:     diag = (Mat_SeqAIJ *)A->data;
    836:     offd = NULL;
    837:     if (!boundtocpu && (iscuda || iship)) {
    838: #if defined(HYPRE_USING_CUDA) && defined(PETSC_HAVE_CUDA)
    839:       if (iscuda) {
    840:         sameint = PETSC_TRUE;
    841:         PetscCall(MatSeqAIJCUSPARSEGetIJ(A, PETSC_FALSE, (const HYPRE_Int **)&hdi, (const HYPRE_Int **)&hdj));
    842:       }
    843: #endif
    844: #if defined(HYPRE_USING_HIP) && defined(PETSC_HAVE_HIP)
    845:       if (iship) {
    846:         sameint = PETSC_TRUE;
    847:         PetscCall(MatSeqAIJHIPSPARSEGetIJ(A, PETSC_FALSE, (const HYPRE_Int **)&hdi, (const HYPRE_Int **)&hdj));
    848:       }
    849: #endif
    850:     } else {
    851:       boundtocpu = PETSC_TRUE;
    852:       pdi        = diag->i;
    853:       pdj        = diag->j;
    854:       if (sameint) {
    855:         hdi = (HYPRE_Int *)pdi;
    856:         hdj = (HYPRE_Int *)pdj;
    857:       }
    858:     }
    859:     garray = NULL;
    860:     noffd  = 0;
    861:     dnnz   = diag->nz;
    862:     onnz   = 0;
    863:   }

    865:   /* create a temporary ParCSR */
    866:   if (HYPRE_AssumedPartitionCheck()) {
    867:     PetscMPIInt myid;

    869:     PetscCallMPI(MPI_Comm_rank(comm, &myid));
    870:     row_starts = A->rmap->range + myid;
    871:     col_starts = A->cmap->range + myid;
    872:   } else {
    873:     row_starts = A->rmap->range;
    874:     col_starts = A->cmap->range;
    875:   }
    876:   tA = hypre_ParCSRMatrixCreate(comm, A->rmap->N, A->cmap->N, (HYPRE_BigInt *)row_starts, (HYPRE_BigInt *)col_starts, noffd, dnnz, onnz);
    877: #if defined(hypre_ParCSRMatrixOwnsRowStarts)
    878:   hypre_ParCSRMatrixSetRowStartsOwner(tA, 0);
    879:   hypre_ParCSRMatrixSetColStartsOwner(tA, 0);
    880: #endif

    882:   /* set diagonal part */
    883:   hdiag = hypre_ParCSRMatrixDiag(tA);
    884:   if (!sameint) { /* malloc CSR pointers */
    885:     PetscCall(PetscMalloc2(A->rmap->n + 1, &hdi, dnnz, &hdj));
    886:     for (i = 0; i < A->rmap->n + 1; i++) hdi[i] = (HYPRE_Int)pdi[i];
    887:     for (i = 0; i < dnnz; i++) hdj[i] = (HYPRE_Int)pdj[i];
    888:   }
    889:   hypre_CSRMatrixI(hdiag)           = hdi;
    890:   hypre_CSRMatrixJ(hdiag)           = hdj;
    891:   hypre_CSRMatrixData(hdiag)        = (HYPRE_Complex *)diag->a;
    892:   hypre_CSRMatrixNumNonzeros(hdiag) = diag->nz;
    893:   hypre_CSRMatrixSetRownnz(hdiag);
    894:   hypre_CSRMatrixSetDataOwner(hdiag, 0);

    896:   /* set off-diagonal part */
    897:   hoffd = hypre_ParCSRMatrixOffd(tA);
    898:   if (offd) {
    899:     if (!sameint) { /* malloc CSR pointers */
    900:       PetscCall(PetscMalloc2(A->rmap->n + 1, &hoi, onnz, &hoj));
    901:       for (i = 0; i < A->rmap->n + 1; i++) hoi[i] = (HYPRE_Int)poi[i];
    902:       for (i = 0; i < onnz; i++) hoj[i] = (HYPRE_Int)poj[i];
    903:     }
    904:     hypre_CSRMatrixI(hoffd)           = hoi;
    905:     hypre_CSRMatrixJ(hoffd)           = hoj;
    906:     hypre_CSRMatrixData(hoffd)        = (HYPRE_Complex *)offd->a;
    907:     hypre_CSRMatrixNumNonzeros(hoffd) = offd->nz;
    908:     hypre_CSRMatrixSetRownnz(hoffd);
    909:     hypre_CSRMatrixSetDataOwner(hoffd, 0);
    910:   }
    911: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    912:   PetscCallExternal(hypre_ParCSRMatrixInitialize_v2, tA, !boundtocpu ? HYPRE_MEMORY_DEVICE : HYPRE_MEMORY_HOST);
    913: #else
    914:   #if PETSC_PKG_HYPRE_VERSION_LT(2, 18, 0)
    915:   PetscCallExternal(hypre_ParCSRMatrixInitialize, tA);
    916:   #else
    917:   PetscCallExternal(hypre_ParCSRMatrixInitialize_v2, tA, HYPRE_MEMORY_HOST);
    918:   #endif
    919: #endif
    920:   hypre_TFree(hypre_ParCSRMatrixColMapOffd(tA), HYPRE_MEMORY_HOST);
    921:   hypre_ParCSRMatrixSetNumNonzeros(tA);
    922:   hypre_ParCSRMatrixColMapOffd(tA) = (HYPRE_BigInt *)garray;
    923:   if (!hypre_ParCSRMatrixCommPkg(tA)) PetscCallExternal(hypre_MatvecCommPkgCreate, tA);
    924:   *hA = tA;
    925:   PetscFunctionReturn(PETSC_SUCCESS);
    926: }

    928: static PetscErrorCode MatAIJRestoreParCSR_Private(Mat A, hypre_ParCSRMatrix **hA)
    929: {
    930:   hypre_CSRMatrix *hdiag, *hoffd;
    931:   PetscBool        ismpiaij, sameint = (PetscBool)(sizeof(PetscInt) == sizeof(HYPRE_Int));
    932: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    933:   PetscBool iscuda = PETSC_FALSE;
    934: #endif

    936:   PetscFunctionBegin;
    937:   PetscCall(PetscObjectBaseTypeCompare((PetscObject)A, MATMPIAIJ, &ismpiaij));
    938: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    939:   PetscCall(PetscObjectTypeCompareAny((PetscObject)A, &iscuda, MATSEQAIJCUSPARSE, MATMPIAIJCUSPARSE, ""));
    940:   if (iscuda) sameint = PETSC_TRUE;
    941: #endif
    942:   hdiag = hypre_ParCSRMatrixDiag(*hA);
    943:   hoffd = hypre_ParCSRMatrixOffd(*hA);
    944:   /* free temporary memory allocated by PETSc
    945:      set pointers to NULL before destroying tA */
    946:   if (!sameint) {
    947:     HYPRE_Int *hi, *hj;

    949:     hi = hypre_CSRMatrixI(hdiag);
    950:     hj = hypre_CSRMatrixJ(hdiag);
    951:     PetscCall(PetscFree2(hi, hj));
    952:     if (ismpiaij) {
    953:       hi = hypre_CSRMatrixI(hoffd);
    954:       hj = hypre_CSRMatrixJ(hoffd);
    955:       PetscCall(PetscFree2(hi, hj));
    956:     }
    957:   }
    958:   hypre_CSRMatrixI(hdiag)    = NULL;
    959:   hypre_CSRMatrixJ(hdiag)    = NULL;
    960:   hypre_CSRMatrixData(hdiag) = NULL;
    961:   if (ismpiaij) {
    962:     hypre_CSRMatrixI(hoffd)    = NULL;
    963:     hypre_CSRMatrixJ(hoffd)    = NULL;
    964:     hypre_CSRMatrixData(hoffd) = NULL;
    965:   }
    966:   hypre_ParCSRMatrixColMapOffd(*hA) = NULL;
    967:   hypre_ParCSRMatrixDestroy(*hA);
    968:   *hA = NULL;
    969:   PetscFunctionReturn(PETSC_SUCCESS);
    970: }

    972: /* calls RAP from BoomerAMG:
    973:    the resulting ParCSR will not own the column and row starts
    974:    It looks like we don't need to have the diagonal entries ordered first */
    975: static PetscErrorCode MatHYPRE_ParCSR_RAP(hypre_ParCSRMatrix *hR, hypre_ParCSRMatrix *hA, hypre_ParCSRMatrix *hP, hypre_ParCSRMatrix **hRAP)
    976: {
    977: #if defined(hypre_ParCSRMatrixOwnsRowStarts)
    978:   HYPRE_Int P_owns_col_starts, R_owns_row_starts;
    979: #endif

    981:   PetscFunctionBegin;
    982: #if defined(hypre_ParCSRMatrixOwnsRowStarts)
    983:   P_owns_col_starts = hypre_ParCSRMatrixOwnsColStarts(hP);
    984:   R_owns_row_starts = hypre_ParCSRMatrixOwnsRowStarts(hR);
    985: #endif
    986:   /* can be replaced by version test later */
    987: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    988:   PetscStackPushExternal("hypre_ParCSRMatrixRAP");
    989:   *hRAP = hypre_ParCSRMatrixRAP(hR, hA, hP);
    990:   PetscStackPop;
    991: #else
    992:   PetscCallExternal(hypre_BoomerAMGBuildCoarseOperator, hR, hA, hP, hRAP);
    993:   PetscCallExternal(hypre_ParCSRMatrixSetNumNonzeros, *hRAP);
    994: #endif
    995:   /* hypre_BoomerAMGBuildCoarseOperator steals the col_starts from P and the row_starts from R */
    996: #if defined(hypre_ParCSRMatrixOwnsRowStarts)
    997:   hypre_ParCSRMatrixSetRowStartsOwner(*hRAP, 0);
    998:   hypre_ParCSRMatrixSetColStartsOwner(*hRAP, 0);
    999:   if (P_owns_col_starts) hypre_ParCSRMatrixSetColStartsOwner(hP, 1);
    1000:   if (R_owns_row_starts) hypre_ParCSRMatrixSetRowStartsOwner(hR, 1);
    1001: #endif
    1002:   PetscFunctionReturn(PETSC_SUCCESS);
    1003: }

    1005: static PetscErrorCode MatPtAPNumeric_AIJ_AIJ_wHYPRE(Mat A, Mat P, Mat C)
    1006: {
    1007:   Mat                 B;
    1008:   hypre_ParCSRMatrix *hA, *hP, *hPtAP = NULL;
    1009:   Mat_Product        *product = C->product;

    1011:   PetscFunctionBegin;
    1012:   PetscCall(MatAIJGetParCSR_Private(A, &hA));
    1013:   PetscCall(MatAIJGetParCSR_Private(P, &hP));
    1014:   PetscCall(MatHYPRE_ParCSR_RAP(hP, hA, hP, &hPtAP));
    1015:   PetscCall(MatCreateFromParCSR(hPtAP, MATAIJ, PETSC_OWN_POINTER, &B));

    1017:   PetscCall(MatHeaderMerge(C, &B));
    1018:   C->product = product;

    1020:   PetscCall(MatAIJRestoreParCSR_Private(A, &hA));
    1021:   PetscCall(MatAIJRestoreParCSR_Private(P, &hP));
    1022:   PetscFunctionReturn(PETSC_SUCCESS);
    1023: }

    1025: PETSC_INTERN PetscErrorCode MatPtAPSymbolic_AIJ_AIJ_wHYPRE(Mat A, Mat P, PetscReal fill, Mat C)
    1026: {
    1027:   PetscFunctionBegin;
    1028:   PetscCall(MatSetType(C, MATAIJ));
    1029:   C->ops->ptapnumeric    = MatPtAPNumeric_AIJ_AIJ_wHYPRE;
    1030:   C->ops->productnumeric = MatProductNumeric_PtAP;
    1031:   PetscFunctionReturn(PETSC_SUCCESS);
    1032: }

    1034: static PetscErrorCode MatPtAPNumeric_AIJ_HYPRE(Mat A, Mat P, Mat C)
    1035: {
    1036:   Mat                 B;
    1037:   Mat_HYPRE          *hP;
    1038:   hypre_ParCSRMatrix *hA = NULL, *Pparcsr, *ptapparcsr = NULL;
    1039:   HYPRE_Int           type;
    1040:   MPI_Comm            comm = PetscObjectComm((PetscObject)A);
    1041:   PetscBool           ishypre;

    1043:   PetscFunctionBegin;
    1044:   PetscCall(PetscObjectTypeCompare((PetscObject)P, MATHYPRE, &ishypre));
    1045:   PetscCheck(ishypre, comm, PETSC_ERR_USER, "P should be of type %s", MATHYPRE);
    1046:   hP = (Mat_HYPRE *)P->data;
    1047:   PetscCallExternal(HYPRE_IJMatrixGetObjectType, hP->ij, &type);
    1048:   PetscCheck(type == HYPRE_PARCSR, comm, PETSC_ERR_SUP, "Only HYPRE_PARCSR is supported");
    1049:   PetscCallExternal(HYPRE_IJMatrixGetObject, hP->ij, (void **)&Pparcsr);

    1051:   PetscCall(MatAIJGetParCSR_Private(A, &hA));
    1052:   PetscCall(MatHYPRE_ParCSR_RAP(Pparcsr, hA, Pparcsr, &ptapparcsr));
    1053:   PetscCall(MatAIJRestoreParCSR_Private(A, &hA));

    1055:   /* create temporary matrix and merge to C */
    1056:   PetscCall(MatCreateFromParCSR(ptapparcsr, ((PetscObject)C)->type_name, PETSC_OWN_POINTER, &B));
    1057:   PetscCall(MatHeaderMerge(C, &B));
    1058:   PetscFunctionReturn(PETSC_SUCCESS);
    1059: }

    1061: static PetscErrorCode MatPtAPNumeric_HYPRE_HYPRE(Mat A, Mat P, Mat C)
    1062: {
    1063:   Mat                 B;
    1064:   hypre_ParCSRMatrix *Aparcsr, *Pparcsr, *ptapparcsr = NULL;
    1065:   Mat_HYPRE          *hA, *hP;
    1066:   PetscBool           ishypre;
    1067:   HYPRE_Int           type;

    1069:   PetscFunctionBegin;
    1070:   PetscCall(PetscObjectTypeCompare((PetscObject)P, MATHYPRE, &ishypre));
    1071:   PetscCheck(ishypre, PetscObjectComm((PetscObject)P), PETSC_ERR_USER, "P should be of type %s", MATHYPRE);
    1072:   PetscCall(PetscObjectTypeCompare((PetscObject)A, MATHYPRE, &ishypre));
    1073:   PetscCheck(ishypre, PetscObjectComm((PetscObject)A), PETSC_ERR_USER, "A should be of type %s", MATHYPRE);
    1074:   hA = (Mat_HYPRE *)A->data;
    1075:   hP = (Mat_HYPRE *)P->data;
    1076:   PetscCallExternal(HYPRE_IJMatrixGetObjectType, hA->ij, &type);
    1077:   PetscCheck(type == HYPRE_PARCSR, PetscObjectComm((PetscObject)A), PETSC_ERR_SUP, "Only HYPRE_PARCSR is supported");
    1078:   PetscCallExternal(HYPRE_IJMatrixGetObjectType, hP->ij, &type);
    1079:   PetscCheck(type == HYPRE_PARCSR, PetscObjectComm((PetscObject)P), PETSC_ERR_SUP, "Only HYPRE_PARCSR is supported");
    1080:   PetscCallExternal(HYPRE_IJMatrixGetObject, hA->ij, (void **)&Aparcsr);
    1081:   PetscCallExternal(HYPRE_IJMatrixGetObject, hP->ij, (void **)&Pparcsr);
    1082:   PetscCall(MatHYPRE_ParCSR_RAP(Pparcsr, Aparcsr, Pparcsr, &ptapparcsr));
    1083:   PetscCall(MatCreateFromParCSR(ptapparcsr, MATHYPRE, PETSC_OWN_POINTER, &B));
    1084:   PetscCall(MatHeaderMerge(C, &B));
    1085:   PetscFunctionReturn(PETSC_SUCCESS);
    1086: }

    1088: /* calls hypre_ParMatmul
    1089:    hypre_ParMatMul uses hypre_ParMatrixCreate with the communicator of hA
    1090:    hypre_ParMatrixCreate does not duplicate the communicator
    1091:    It looks like we don't need to have the diagonal entries ordered first */
    1092: static PetscErrorCode MatHYPRE_ParCSR_MatMatMult(hypre_ParCSRMatrix *hA, hypre_ParCSRMatrix *hB, hypre_ParCSRMatrix **hAB)
    1093: {
    1094:   PetscFunctionBegin;
    1095:   /* can be replaced by version test later */
    1096: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    1097:   PetscStackPushExternal("hypre_ParCSRMatMat");
    1098:   *hAB = hypre_ParCSRMatMat(hA, hB);
    1099: #else
    1100:   PetscStackPushExternal("hypre_ParMatmul");
    1101:   *hAB = hypre_ParMatmul(hA, hB);
    1102: #endif
    1103:   PetscStackPop;
    1104:   PetscFunctionReturn(PETSC_SUCCESS);
    1105: }

    1107: static PetscErrorCode MatMatMultNumeric_AIJ_AIJ_wHYPRE(Mat A, Mat B, Mat C)
    1108: {
    1109:   Mat                 D;
    1110:   hypre_ParCSRMatrix *hA, *hB, *hAB = NULL;
    1111:   Mat_Product        *product = C->product;

    1113:   PetscFunctionBegin;
    1114:   PetscCall(MatAIJGetParCSR_Private(A, &hA));
    1115:   PetscCall(MatAIJGetParCSR_Private(B, &hB));
    1116:   PetscCall(MatHYPRE_ParCSR_MatMatMult(hA, hB, &hAB));
    1117:   PetscCall(MatCreateFromParCSR(hAB, MATAIJ, PETSC_OWN_POINTER, &D));

    1119:   PetscCall(MatHeaderMerge(C, &D));
    1120:   C->product = product;

    1122:   PetscCall(MatAIJRestoreParCSR_Private(A, &hA));
    1123:   PetscCall(MatAIJRestoreParCSR_Private(B, &hB));
    1124:   PetscFunctionReturn(PETSC_SUCCESS);
    1125: }

    1127: PETSC_INTERN PetscErrorCode MatMatMultSymbolic_AIJ_AIJ_wHYPRE(Mat A, Mat B, PetscReal fill, Mat C)
    1128: {
    1129:   PetscFunctionBegin;
    1130:   PetscCall(MatSetType(C, MATAIJ));
    1131:   C->ops->matmultnumeric = MatMatMultNumeric_AIJ_AIJ_wHYPRE;
    1132:   C->ops->productnumeric = MatProductNumeric_AB;
    1133:   PetscFunctionReturn(PETSC_SUCCESS);
    1134: }

    1136: static PetscErrorCode MatMatMultNumeric_HYPRE_HYPRE(Mat A, Mat B, Mat C)
    1137: {
    1138:   Mat                 D;
    1139:   hypre_ParCSRMatrix *Aparcsr, *Bparcsr, *ABparcsr = NULL;
    1140:   Mat_HYPRE          *hA, *hB;
    1141:   PetscBool           ishypre;
    1142:   HYPRE_Int           type;
    1143:   Mat_Product        *product;

    1145:   PetscFunctionBegin;
    1146:   PetscCall(PetscObjectTypeCompare((PetscObject)B, MATHYPRE, &ishypre));
    1147:   PetscCheck(ishypre, PetscObjectComm((PetscObject)B), PETSC_ERR_USER, "B should be of type %s", MATHYPRE);
    1148:   PetscCall(PetscObjectTypeCompare((PetscObject)A, MATHYPRE, &ishypre));
    1149:   PetscCheck(ishypre, PetscObjectComm((PetscObject)A), PETSC_ERR_USER, "A should be of type %s", MATHYPRE);
    1150:   hA = (Mat_HYPRE *)A->data;
    1151:   hB = (Mat_HYPRE *)B->data;
    1152:   PetscCallExternal(HYPRE_IJMatrixGetObjectType, hA->ij, &type);
    1153:   PetscCheck(type == HYPRE_PARCSR, PetscObjectComm((PetscObject)A), PETSC_ERR_SUP, "Only HYPRE_PARCSR is supported");
    1154:   PetscCallExternal(HYPRE_IJMatrixGetObjectType, hB->ij, &type);
    1155:   PetscCheck(type == HYPRE_PARCSR, PetscObjectComm((PetscObject)B), PETSC_ERR_SUP, "Only HYPRE_PARCSR is supported");
    1156:   PetscCallExternal(HYPRE_IJMatrixGetObject, hA->ij, (void **)&Aparcsr);
    1157:   PetscCallExternal(HYPRE_IJMatrixGetObject, hB->ij, (void **)&Bparcsr);
    1158:   PetscCall(MatHYPRE_ParCSR_MatMatMult(Aparcsr, Bparcsr, &ABparcsr));
    1159:   PetscCall(MatCreateFromParCSR(ABparcsr, MATHYPRE, PETSC_OWN_POINTER, &D));

    1161:   /* need to use HeaderReplace because HeaderMerge messes up with the communicator */
    1162:   product    = C->product; /* save it from MatHeaderReplace() */
    1163:   C->product = NULL;
    1164:   PetscCall(MatHeaderReplace(C, &D));
    1165:   C->product             = product;
    1166:   C->ops->matmultnumeric = MatMatMultNumeric_HYPRE_HYPRE;
    1167:   C->ops->productnumeric = MatProductNumeric_AB;
    1168:   PetscFunctionReturn(PETSC_SUCCESS);
    1169: }

    1171: PETSC_INTERN PetscErrorCode MatTransposeMatMatMultNumeric_AIJ_AIJ_AIJ_wHYPRE(Mat A, Mat B, Mat C, Mat D)
    1172: {
    1173:   Mat                 E;
    1174:   hypre_ParCSRMatrix *hA, *hB, *hC, *hABC = NULL;

    1176:   PetscFunctionBegin;
    1177:   PetscCall(MatAIJGetParCSR_Private(A, &hA));
    1178:   PetscCall(MatAIJGetParCSR_Private(B, &hB));
    1179:   PetscCall(MatAIJGetParCSR_Private(C, &hC));
    1180:   PetscCall(MatHYPRE_ParCSR_RAP(hA, hB, hC, &hABC));
    1181:   PetscCall(MatCreateFromParCSR(hABC, MATAIJ, PETSC_OWN_POINTER, &E));
    1182:   PetscCall(MatHeaderMerge(D, &E));
    1183:   PetscCall(MatAIJRestoreParCSR_Private(A, &hA));
    1184:   PetscCall(MatAIJRestoreParCSR_Private(B, &hB));
    1185:   PetscCall(MatAIJRestoreParCSR_Private(C, &hC));
    1186:   PetscFunctionReturn(PETSC_SUCCESS);
    1187: }

    1189: PETSC_INTERN PetscErrorCode MatTransposeMatMatMultSymbolic_AIJ_AIJ_AIJ_wHYPRE(Mat A, Mat B, Mat C, PetscReal fill, Mat D)
    1190: {
    1191:   PetscFunctionBegin;
    1192:   PetscCall(MatSetType(D, MATAIJ));
    1193:   PetscFunctionReturn(PETSC_SUCCESS);
    1194: }

    1196: static PetscErrorCode MatProductSymbolic_AB_HYPRE(Mat C)
    1197: {
    1198:   PetscFunctionBegin;
    1199:   C->ops->productnumeric = MatProductNumeric_AB;
    1200:   PetscFunctionReturn(PETSC_SUCCESS);
    1201: }

    1203: static PetscErrorCode MatProductSetFromOptions_HYPRE_AB(Mat C)
    1204: {
    1205:   Mat_Product *product = C->product;
    1206:   PetscBool    Ahypre;

    1208:   PetscFunctionBegin;
    1209:   PetscCall(PetscObjectTypeCompare((PetscObject)product->A, MATHYPRE, &Ahypre));
    1210:   if (Ahypre) { /* A is a Hypre matrix */
    1211:     PetscCall(MatSetType(C, MATHYPRE));
    1212:     C->ops->productsymbolic = MatProductSymbolic_AB_HYPRE;
    1213:     C->ops->matmultnumeric  = MatMatMultNumeric_HYPRE_HYPRE;
    1214:     PetscFunctionReturn(PETSC_SUCCESS);
    1215:   }
    1216:   PetscFunctionReturn(PETSC_SUCCESS);
    1217: }

    1219: static PetscErrorCode MatProductSymbolic_PtAP_HYPRE(Mat C)
    1220: {
    1221:   PetscFunctionBegin;
    1222:   C->ops->productnumeric = MatProductNumeric_PtAP;
    1223:   PetscFunctionReturn(PETSC_SUCCESS);
    1224: }

    1226: static PetscErrorCode MatProductSetFromOptions_HYPRE_PtAP(Mat C)
    1227: {
    1228:   Mat_Product *product = C->product;
    1229:   PetscBool    flg;
    1230:   PetscInt     type        = 0;
    1231:   const char  *outTypes[4] = {"aij", "seqaij", "mpiaij", "hypre"};
    1232:   PetscInt     ntype       = 4;
    1233:   Mat          A           = product->A;
    1234:   PetscBool    Ahypre;

    1236:   PetscFunctionBegin;
    1237:   PetscCall(PetscObjectTypeCompare((PetscObject)A, MATHYPRE, &Ahypre));
    1238:   if (Ahypre) { /* A is a Hypre matrix */
    1239:     PetscCall(MatSetType(C, MATHYPRE));
    1240:     C->ops->productsymbolic = MatProductSymbolic_PtAP_HYPRE;
    1241:     C->ops->ptapnumeric     = MatPtAPNumeric_HYPRE_HYPRE;
    1242:     PetscFunctionReturn(PETSC_SUCCESS);
    1243:   }

    1245:   /* A is AIJ, P is Hypre, C = PtAP can be either AIJ or Hypre format */
    1246:   /* Get runtime option */
    1247:   if (product->api_user) {
    1248:     PetscOptionsBegin(PetscObjectComm((PetscObject)C), ((PetscObject)C)->prefix, "MatPtAP_HYPRE", "Mat");
    1249:     PetscCall(PetscOptionsEList("-matptap_hypre_outtype", "MatPtAP outtype", "MatPtAP outtype", outTypes, ntype, outTypes[type], &type, &flg));
    1250:     PetscOptionsEnd();
    1251:   } else {
    1252:     PetscOptionsBegin(PetscObjectComm((PetscObject)C), ((PetscObject)C)->prefix, "MatProduct_PtAP_HYPRE", "Mat");
    1253:     PetscCall(PetscOptionsEList("-mat_product_algorithm_hypre_outtype", "MatProduct_PtAP outtype", "MatProduct_PtAP", outTypes, ntype, outTypes[type], &type, &flg));
    1254:     PetscOptionsEnd();
    1255:   }

    1257:   if (type == 0 || type == 1 || type == 2) {
    1258:     PetscCall(MatSetType(C, MATAIJ));
    1259:   } else if (type == 3) {
    1260:     PetscCall(MatSetType(C, MATHYPRE));
    1261:   } else SETERRQ(PetscObjectComm((PetscObject)C), PETSC_ERR_SUP, "MatPtAP outtype is not supported");
    1262:   C->ops->productsymbolic = MatProductSymbolic_PtAP_HYPRE;
    1263:   C->ops->ptapnumeric     = MatPtAPNumeric_AIJ_HYPRE;
    1264:   PetscFunctionReturn(PETSC_SUCCESS);
    1265: }

    1267: static PetscErrorCode MatProductSetFromOptions_HYPRE(Mat C)
    1268: {
    1269:   Mat_Product *product = C->product;

    1271:   PetscFunctionBegin;
    1272:   switch (product->type) {
    1273:   case MATPRODUCT_AB:
    1274:     PetscCall(MatProductSetFromOptions_HYPRE_AB(C));
    1275:     break;
    1276:   case MATPRODUCT_PtAP:
    1277:     PetscCall(MatProductSetFromOptions_HYPRE_PtAP(C));
    1278:     break;
    1279:   default:
    1280:     break;
    1281:   }
    1282:   PetscFunctionReturn(PETSC_SUCCESS);
    1283: }

    1285: static PetscErrorCode MatMultTranspose_HYPRE(Mat A, Vec x, Vec y)
    1286: {
    1287:   PetscFunctionBegin;
    1288:   PetscCall(MatHYPRE_MultKernel_Private(A, 1.0, x, 0.0, y, PETSC_TRUE));
    1289:   PetscFunctionReturn(PETSC_SUCCESS);
    1290: }

    1292: static PetscErrorCode MatMult_HYPRE(Mat A, Vec x, Vec y)
    1293: {
    1294:   PetscFunctionBegin;
    1295:   PetscCall(MatHYPRE_MultKernel_Private(A, 1.0, x, 0.0, y, PETSC_FALSE));
    1296:   PetscFunctionReturn(PETSC_SUCCESS);
    1297: }

    1299: static PetscErrorCode MatMultAdd_HYPRE(Mat A, Vec x, Vec y, Vec z)
    1300: {
    1301:   PetscFunctionBegin;
    1302:   if (y != z) PetscCall(VecCopy(y, z));
    1303:   PetscCall(MatHYPRE_MultKernel_Private(A, 1.0, x, 1.0, z, PETSC_FALSE));
    1304:   PetscFunctionReturn(PETSC_SUCCESS);
    1305: }

    1307: static PetscErrorCode MatMultTransposeAdd_HYPRE(Mat A, Vec x, Vec y, Vec z)
    1308: {
    1309:   PetscFunctionBegin;
    1310:   if (y != z) PetscCall(VecCopy(y, z));
    1311:   PetscCall(MatHYPRE_MultKernel_Private(A, 1.0, x, 1.0, z, PETSC_TRUE));
    1312:   PetscFunctionReturn(PETSC_SUCCESS);
    1313: }

    1315: /* y = a * A * x + b * y or y = a * A^t * x + b * y depending on trans */
    1316: static PetscErrorCode MatHYPRE_MultKernel_Private(Mat A, HYPRE_Complex a, Vec x, HYPRE_Complex b, Vec y, PetscBool trans)
    1317: {
    1318:   Mat_HYPRE          *hA = (Mat_HYPRE *)A->data;
    1319:   hypre_ParCSRMatrix *parcsr;
    1320:   hypre_ParVector    *hx, *hy;

    1322:   PetscFunctionBegin;
    1323:   if (trans) {
    1324:     PetscCall(VecHYPRE_IJVectorPushVecRead(hA->b, x));
    1325:     if (b != 0.0) PetscCall(VecHYPRE_IJVectorPushVec(hA->x, y));
    1326:     else PetscCall(VecHYPRE_IJVectorPushVecWrite(hA->x, y));
    1327:     PetscCallExternal(HYPRE_IJVectorGetObject, hA->b->ij, (void **)&hx);
    1328:     PetscCallExternal(HYPRE_IJVectorGetObject, hA->x->ij, (void **)&hy);
    1329:   } else {
    1330:     PetscCall(VecHYPRE_IJVectorPushVecRead(hA->x, x));
    1331:     if (b != 0.0) PetscCall(VecHYPRE_IJVectorPushVec(hA->b, y));
    1332:     else PetscCall(VecHYPRE_IJVectorPushVecWrite(hA->b, y));
    1333:     PetscCallExternal(HYPRE_IJVectorGetObject, hA->x->ij, (void **)&hx);
    1334:     PetscCallExternal(HYPRE_IJVectorGetObject, hA->b->ij, (void **)&hy);
    1335:   }
    1336:   PetscCallExternal(HYPRE_IJMatrixGetObject, hA->ij, (void **)&parcsr);
    1337:   if (trans) {
    1338:     PetscCallExternal(hypre_ParCSRMatrixMatvecT, a, parcsr, hx, b, hy);
    1339:   } else {
    1340:     PetscCallExternal(hypre_ParCSRMatrixMatvec, a, parcsr, hx, b, hy);
    1341:   }
    1342:   PetscCall(VecHYPRE_IJVectorPopVec(hA->x));
    1343:   PetscCall(VecHYPRE_IJVectorPopVec(hA->b));
    1344:   PetscFunctionReturn(PETSC_SUCCESS);
    1345: }

    1347: static PetscErrorCode MatDestroy_HYPRE(Mat A)
    1348: {
    1349:   Mat_HYPRE *hA = (Mat_HYPRE *)A->data;

    1351:   PetscFunctionBegin;
    1352:   PetscCall(VecHYPRE_IJVectorDestroy(&hA->x));
    1353:   PetscCall(VecHYPRE_IJVectorDestroy(&hA->b));
    1354:   PetscCall(MatHYPRE_DestroyCOOMat(A)); /* must be called before destroying the individual CSR */
    1355:   if (hA->ij) {
    1356:     if (!hA->inner_free) hypre_IJMatrixObject(hA->ij) = NULL;
    1357:     PetscCallExternal(HYPRE_IJMatrixDestroy, hA->ij);
    1358:   }
    1359:   if (hA->comm) PetscCall(PetscCommRestoreComm(PetscObjectComm((PetscObject)A), &hA->comm));

    1361:   PetscCall(MatStashDestroy_Private(&A->stash));
    1362:   PetscCall(PetscFree(hA->array));
    1363:   if (hA->rows_d) PetscStackCallExternalVoid("hypre_Free", hypre_Free(hA->rows_d, HYPRE_MEMORY_DEVICE));

    1365:   PetscCall(PetscObjectComposeFunction((PetscObject)A, "MatConvert_hypre_aij_C", NULL));
    1366:   PetscCall(PetscObjectComposeFunction((PetscObject)A, "MatConvert_hypre_is_C", NULL));
    1367:   PetscCall(PetscObjectComposeFunction((PetscObject)A, "MatProductSetFromOptions_seqaij_hypre_C", NULL));
    1368:   PetscCall(PetscObjectComposeFunction((PetscObject)A, "MatProductSetFromOptions_mpiaij_hypre_C", NULL));
    1369:   PetscCall(PetscObjectComposeFunction((PetscObject)A, "MatProductSetFromOptions_seqaijhipsparse_hypre_C", NULL));
    1370:   PetscCall(PetscObjectComposeFunction((PetscObject)A, "MatProductSetFromOptions_mpiaijhipsparse_hypre_C", NULL));
    1371:   PetscCall(PetscObjectComposeFunction((PetscObject)A, "MatProductSetFromOptions_seqaijcusparse_hypre_C", NULL));
    1372:   PetscCall(PetscObjectComposeFunction((PetscObject)A, "MatProductSetFromOptions_mpiaijcusparse_hypre_C", NULL));
    1373:   PetscCall(PetscObjectComposeFunction((PetscObject)A, "MatHYPRESetPreallocation_C", NULL));
    1374:   PetscCall(PetscObjectComposeFunction((PetscObject)A, "MatHYPREGetParCSR_C", NULL));
    1375:   PetscCall(PetscObjectComposeFunction((PetscObject)A, "MatSetPreallocationCOO_C", NULL));
    1376:   PetscCall(PetscObjectComposeFunction((PetscObject)A, "MatSetValuesCOO_C", NULL));
    1377:   PetscCall(PetscFree(A->data));
    1378:   PetscFunctionReturn(PETSC_SUCCESS);
    1379: }

    1381: static PetscErrorCode MatSetUp_HYPRE(Mat A)
    1382: {
    1383:   PetscFunctionBegin;
    1384:   if (!A->preallocated) PetscCall(MatHYPRESetPreallocation(A, PETSC_DEFAULT, NULL, PETSC_DEFAULT, NULL));
    1385:   PetscFunctionReturn(PETSC_SUCCESS);
    1386: }

    1388: //TODO FIX hypre_CSRMatrixMatvecOutOfPlace
    1389: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    1390: static PetscErrorCode MatBindToCPU_HYPRE(Mat A, PetscBool bind)
    1391: {
    1392:   Mat_HYPRE           *hA   = (Mat_HYPRE *)A->data;
    1393:   HYPRE_MemoryLocation hmem = bind ? HYPRE_MEMORY_HOST : HYPRE_MEMORY_DEVICE;

    1395:   PetscFunctionBegin;
    1396:   A->boundtocpu = bind;
    1397:   if (hA->ij && hypre_IJMatrixAssembleFlag(hA->ij) && hmem != hypre_IJMatrixMemoryLocation(hA->ij)) {
    1398:     hypre_ParCSRMatrix *parcsr;
    1399:     PetscCallExternal(HYPRE_IJMatrixGetObject, hA->ij, (void **)&parcsr);
    1400:     PetscCallExternal(hypre_ParCSRMatrixMigrate, parcsr, hmem);
    1401:   }
    1402:   if (hA->x) PetscCall(VecHYPRE_IJBindToCPU(hA->x, bind));
    1403:   if (hA->b) PetscCall(VecHYPRE_IJBindToCPU(hA->b, bind));
    1404:   PetscFunctionReturn(PETSC_SUCCESS);
    1405: }
    1406: #endif

    1408: static PetscErrorCode MatAssemblyEnd_HYPRE(Mat A, MatAssemblyType mode)
    1409: {
    1410:   Mat_HYPRE   *hA = (Mat_HYPRE *)A->data;
    1411:   PetscMPIInt  n;
    1412:   PetscInt     i, j, rstart, ncols, flg;
    1413:   PetscInt    *row, *col;
    1414:   PetscScalar *val;

    1416:   PetscFunctionBegin;
    1417:   PetscCheck(mode != MAT_FLUSH_ASSEMBLY, PetscObjectComm((PetscObject)A), PETSC_ERR_SUP, "MAT_FLUSH_ASSEMBLY currently not supported with MATHYPRE");

    1419:   if (!A->nooffprocentries) {
    1420:     while (1) {
    1421:       PetscCall(MatStashScatterGetMesg_Private(&A->stash, &n, &row, &col, &val, &flg));
    1422:       if (!flg) break;

    1424:       for (i = 0; i < n;) {
    1425:         /* Now identify the consecutive vals belonging to the same row */
    1426:         for (j = i, rstart = row[j]; j < n; j++) {
    1427:           if (row[j] != rstart) break;
    1428:         }
    1429:         if (j < n) ncols = j - i;
    1430:         else ncols = n - i;
    1431:         /* Now assemble all these values with a single function call */
    1432:         PetscCall(MatSetValues_HYPRE(A, 1, row + i, ncols, col + i, val + i, A->insertmode));

    1434:         i = j;
    1435:       }
    1436:     }
    1437:     PetscCall(MatStashScatterEnd_Private(&A->stash));
    1438:   }

    1440:   PetscCallExternal(HYPRE_IJMatrixAssemble, hA->ij);
    1441:   /* The assembly routine destroys the aux_matrix, we recreate it here by calling HYPRE_IJMatrixInitialize */
    1442:   /* If the option MAT_SORTED_FULL is set to true, the indices and values can be passed to hypre directly, so we don't need the aux_matrix */
    1443:   if (!A->sortedfull) {
    1444:     hypre_AuxParCSRMatrix *aux_matrix;

    1446:     /* call destroy just to make sure we do not leak anything */
    1447:     aux_matrix = (hypre_AuxParCSRMatrix *)hypre_IJMatrixTranslator(hA->ij);
    1448:     PetscCallExternal(hypre_AuxParCSRMatrixDestroy, aux_matrix);
    1449:     hypre_IJMatrixTranslator(hA->ij) = NULL;

    1451:     /* Initialize with assembled flag -> it only recreates the aux_par_matrix */
    1452:     PetscCallExternal(HYPRE_IJMatrixInitialize, hA->ij);
    1453:     aux_matrix = (hypre_AuxParCSRMatrix *)hypre_IJMatrixTranslator(hA->ij);
    1454:     if (aux_matrix) {
    1455:       hypre_AuxParCSRMatrixNeedAux(aux_matrix) = 1; /* see comment in MatHYPRESetPreallocation_HYPRE */
    1456: #if PETSC_PKG_HYPRE_VERSION_LT(2, 19, 0)
    1457:       PetscCallExternal(hypre_AuxParCSRMatrixInitialize, aux_matrix);
    1458: #else
    1459:       PetscCallExternal(hypre_AuxParCSRMatrixInitialize_v2, aux_matrix, HYPRE_MEMORY_HOST);
    1460: #endif
    1461:     }
    1462:   }
    1463:   {
    1464:     hypre_ParCSRMatrix *parcsr;

    1466:     PetscCallExternal(HYPRE_IJMatrixGetObject, hA->ij, (void **)&parcsr);
    1467:     if (!hypre_ParCSRMatrixCommPkg(parcsr)) PetscCallExternal(hypre_MatvecCommPkgCreate, parcsr);
    1468:   }
    1469:   if (!hA->x) PetscCall(VecHYPRE_IJVectorCreate(A->cmap, &hA->x));
    1470:   if (!hA->b) PetscCall(VecHYPRE_IJVectorCreate(A->rmap, &hA->b));
    1471: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    1472:   PetscCall(MatBindToCPU_HYPRE(A, A->boundtocpu));
    1473: #endif
    1474:   PetscFunctionReturn(PETSC_SUCCESS);
    1475: }

    1477: static PetscErrorCode MatGetArray_HYPRE(Mat A, PetscInt size, void **array)
    1478: {
    1479:   Mat_HYPRE *hA = (Mat_HYPRE *)A->data;

    1481:   PetscFunctionBegin;
    1482:   PetscCheck(hA->array_available, PETSC_COMM_SELF, PETSC_ERR_ARG_NULL, "Temporary space is in use");

    1484:   if (hA->array_size >= size) {
    1485:     *array = hA->array;
    1486:   } else {
    1487:     PetscCall(PetscFree(hA->array));
    1488:     hA->array_size = size;
    1489:     PetscCall(PetscMalloc(hA->array_size, &hA->array));
    1490:     *array = hA->array;
    1491:   }

    1493:   hA->array_available = PETSC_FALSE;
    1494:   PetscFunctionReturn(PETSC_SUCCESS);
    1495: }

    1497: static PetscErrorCode MatRestoreArray_HYPRE(Mat A, void **array)
    1498: {
    1499:   Mat_HYPRE *hA = (Mat_HYPRE *)A->data;

    1501:   PetscFunctionBegin;
    1502:   *array              = NULL;
    1503:   hA->array_available = PETSC_TRUE;
    1504:   PetscFunctionReturn(PETSC_SUCCESS);
    1505: }

    1507: static PetscErrorCode MatSetValues_HYPRE(Mat A, PetscInt nr, const PetscInt rows[], PetscInt nc, const PetscInt cols[], const PetscScalar v[], InsertMode ins)
    1508: {
    1509:   Mat_HYPRE     *hA   = (Mat_HYPRE *)A->data;
    1510:   PetscScalar   *vals = (PetscScalar *)v;
    1511:   HYPRE_Complex *sscr;
    1512:   PetscInt      *cscr[2];
    1513:   PetscInt       i, nzc;
    1514:   PetscInt       rst = A->rmap->rstart, ren = A->rmap->rend;
    1515:   void          *array = NULL;

    1517:   PetscFunctionBegin;
    1518:   PetscCall(MatGetArray_HYPRE(A, sizeof(PetscInt) * (2 * nc) + sizeof(HYPRE_Complex) * nc * nr, &array));
    1519:   cscr[0] = (PetscInt *)array;
    1520:   cscr[1] = ((PetscInt *)array) + nc;
    1521:   sscr    = (HYPRE_Complex *)(((PetscInt *)array) + nc * 2);
    1522:   for (i = 0, nzc = 0; i < nc; i++) {
    1523:     if (cols[i] >= 0) {
    1524:       cscr[0][nzc]   = cols[i];
    1525:       cscr[1][nzc++] = i;
    1526:     }
    1527:   }
    1528:   if (!nzc) {
    1529:     PetscCall(MatRestoreArray_HYPRE(A, &array));
    1530:     PetscFunctionReturn(PETSC_SUCCESS);
    1531:   }

    1533: #if 0 //defined(PETSC_HAVE_HYPRE_DEVICE)
    1534:   if (HYPRE_MEMORY_HOST != hypre_IJMatrixMemoryLocation(hA->ij)) {
    1535:     hypre_ParCSRMatrix *parcsr;

    1537:     PetscCallExternal(HYPRE_IJMatrixGetObject,hA->ij,(void**)&parcsr);
    1538:     PetscCallExternal(hypre_ParCSRMatrixMigrate,parcsr, HYPRE_MEMORY_HOST);
    1539:   }
    1540: #endif

    1542:   if (ins == ADD_VALUES) {
    1543:     for (i = 0; i < nr; i++) {
    1544:       if (rows[i] >= 0) {
    1545:         PetscInt  j;
    1546:         HYPRE_Int hnc = (HYPRE_Int)nzc;

    1548:         if (!nzc) continue;
    1549:         /* nonlocal values */
    1550:         if (rows[i] < rst || rows[i] >= ren) {
    1551:           PetscCheck(!A->nooffprocentries, PETSC_COMM_SELF, PETSC_ERR_ARG_WRONG, "Setting off process row %" PetscInt_FMT " even though MatSetOption(,MAT_NO_OFF_PROC_ENTRIES,PETSC_TRUE) was set", rows[i]);
    1552:           if (hA->donotstash) continue;
    1553:         }
    1554:         PetscCheck((PetscInt)hnc == nzc, PETSC_COMM_SELF, PETSC_ERR_SUP, "Hypre overflow! number of columns %" PetscInt_FMT " for row %" PetscInt_FMT, nzc, rows[i]);
    1555:         for (j = 0; j < nzc; j++) PetscCall(PetscHYPREScalarCast(vals[cscr[1][j]], &sscr[j]));
    1556:         PetscCallExternal(HYPRE_IJMatrixAddToValues, hA->ij, 1, &hnc, (HYPRE_BigInt *)(rows + i), (HYPRE_BigInt *)cscr[0], sscr);
    1557:       }
    1558:       vals += nc;
    1559:     }
    1560:   } else { /* INSERT_VALUES */
    1561:     for (i = 0; i < nr; i++) {
    1562:       if (rows[i] >= 0) {
    1563:         PetscInt  j;
    1564:         HYPRE_Int hnc = (HYPRE_Int)nzc;

    1566:         if (!nzc) continue;
    1567:         PetscCheck((PetscInt)hnc == nzc, PETSC_COMM_SELF, PETSC_ERR_SUP, "Hypre overflow! number of columns %" PetscInt_FMT " for row %" PetscInt_FMT, nzc, rows[i]);
    1568:         for (j = 0; j < nzc; j++) PetscCall(PetscHYPREScalarCast(vals[cscr[1][j]], &sscr[j]));
    1569:         /* nonlocal values */
    1570:         if (rows[i] < rst || rows[i] >= ren) {
    1571:           PetscCheck(!A->nooffprocentries, PETSC_COMM_SELF, PETSC_ERR_ARG_WRONG, "Setting off process row %" PetscInt_FMT " even though MatSetOption(,MAT_NO_OFF_PROC_ENTRIES,PETSC_TRUE) was set", rows[i]);
    1572:           if (!hA->donotstash) PetscCall(MatStashValuesRow_Private(&A->stash, rows[i], nzc, cscr[0], (PetscScalar *)sscr, PETSC_FALSE));
    1573:         }
    1574:         /* local values */
    1575:         else
    1576:           PetscCallExternal(HYPRE_IJMatrixSetValues, hA->ij, 1, &hnc, (HYPRE_BigInt *)(rows + i), (HYPRE_BigInt *)cscr[0], sscr);
    1577:       }
    1578:       vals += nc;
    1579:     }
    1580:   }

    1582:   PetscCall(MatRestoreArray_HYPRE(A, &array));
    1583:   PetscFunctionReturn(PETSC_SUCCESS);
    1584: }

    1586: static PetscErrorCode MatHYPRESetPreallocation_HYPRE(Mat A, PetscInt dnz, const PetscInt dnnz[], PetscInt onz, const PetscInt onnz[])
    1587: {
    1588:   Mat_HYPRE  *hA = (Mat_HYPRE *)A->data;
    1589:   HYPRE_Int  *hdnnz, *honnz;
    1590:   PetscInt    i, rs, re, cs, ce, bs;
    1591:   PetscMPIInt size;

    1593:   PetscFunctionBegin;
    1594:   PetscCall(PetscLayoutSetUp(A->rmap));
    1595:   PetscCall(PetscLayoutSetUp(A->cmap));
    1596:   rs = A->rmap->rstart;
    1597:   re = A->rmap->rend;
    1598:   cs = A->cmap->rstart;
    1599:   ce = A->cmap->rend;
    1600:   if (!hA->ij) {
    1601:     PetscCallExternal(HYPRE_IJMatrixCreate, hA->comm, rs, re - 1, cs, ce - 1, &hA->ij);
    1602:     PetscCallExternal(HYPRE_IJMatrixSetObjectType, hA->ij, HYPRE_PARCSR);
    1603:   } else {
    1604:     HYPRE_BigInt hrs, hre, hcs, hce;
    1605:     PetscCallExternal(HYPRE_IJMatrixGetLocalRange, hA->ij, &hrs, &hre, &hcs, &hce);
    1606:     PetscCheck(hre - hrs + 1 == re - rs, PETSC_COMM_SELF, PETSC_ERR_PLIB, "Inconsistent local rows: IJMatrix [%" PetscHYPRE_BigInt_FMT ",%" PetscHYPRE_BigInt_FMT "), PETSc [%" PetscInt_FMT ",%" PetscInt_FMT ")", hrs, hre + 1, rs, re);
    1607:     PetscCheck(hce - hcs + 1 == ce - cs, PETSC_COMM_SELF, PETSC_ERR_PLIB, "Inconsistent local cols: IJMatrix [%" PetscHYPRE_BigInt_FMT ",%" PetscHYPRE_BigInt_FMT "), PETSc [%" PetscInt_FMT ",%" PetscInt_FMT ")", hcs, hce + 1, cs, ce);
    1608:   }
    1609:   PetscCall(MatHYPRE_DestroyCOOMat(A));
    1610:   PetscCall(MatGetBlockSize(A, &bs));
    1611:   if (dnz == PETSC_DEFAULT || dnz == PETSC_DECIDE) dnz = 10 * bs;
    1612:   if (onz == PETSC_DEFAULT || onz == PETSC_DECIDE) onz = 10 * bs;

    1614:   if (!dnnz) {
    1615:     PetscCall(PetscMalloc1(A->rmap->n, &hdnnz));
    1616:     for (i = 0; i < A->rmap->n; i++) hdnnz[i] = dnz;
    1617:   } else {
    1618:     hdnnz = (HYPRE_Int *)dnnz;
    1619:   }
    1620:   PetscCallMPI(MPI_Comm_size(PetscObjectComm((PetscObject)A), &size));
    1621:   if (size > 1) {
    1622:     hypre_AuxParCSRMatrix *aux_matrix;
    1623:     if (!onnz) {
    1624:       PetscCall(PetscMalloc1(A->rmap->n, &honnz));
    1625:       for (i = 0; i < A->rmap->n; i++) honnz[i] = onz;
    1626:     } else honnz = (HYPRE_Int *)onnz;
    1627:     /* SetDiagOffdSizes sets hypre_AuxParCSRMatrixNeedAux(aux_matrix) = 0, since it seems
    1628:        they assume the user will input the entire row values, properly sorted
    1629:        In PETSc, we don't make such an assumption and set this flag to 1,
    1630:        unless the option MAT_SORTED_FULL is set to true.
    1631:        Also, to avoid possible memory leaks, we destroy and recreate the translator
    1632:        This has to be done here, as HYPRE_IJMatrixInitialize will properly initialize
    1633:        the IJ matrix for us */
    1634:     aux_matrix = (hypre_AuxParCSRMatrix *)hypre_IJMatrixTranslator(hA->ij);
    1635:     hypre_AuxParCSRMatrixDestroy(aux_matrix);
    1636:     hypre_IJMatrixTranslator(hA->ij) = NULL;
    1637:     PetscCallExternal(HYPRE_IJMatrixSetDiagOffdSizes, hA->ij, hdnnz, honnz);
    1638:     aux_matrix                               = (hypre_AuxParCSRMatrix *)hypre_IJMatrixTranslator(hA->ij);
    1639:     hypre_AuxParCSRMatrixNeedAux(aux_matrix) = !A->sortedfull;
    1640:   } else {
    1641:     honnz = NULL;
    1642:     PetscCallExternal(HYPRE_IJMatrixSetRowSizes, hA->ij, hdnnz);
    1643:   }

    1645:   /* reset assembled flag and call the initialize method */
    1646:   hypre_IJMatrixAssembleFlag(hA->ij) = 0;
    1647: #if PETSC_PKG_HYPRE_VERSION_LT(2, 19, 0)
    1648:   PetscCallExternal(HYPRE_IJMatrixInitialize, hA->ij);
    1649: #else
    1650:   PetscCallExternal(HYPRE_IJMatrixInitialize_v2, hA->ij, HYPRE_MEMORY_HOST);
    1651: #endif
    1652:   if (!dnnz) PetscCall(PetscFree(hdnnz));
    1653:   if (!onnz && honnz) PetscCall(PetscFree(honnz));
    1654:   /* Match AIJ logic */
    1655:   A->preallocated = PETSC_TRUE;
    1656:   A->assembled    = PETSC_FALSE;
    1657:   PetscFunctionReturn(PETSC_SUCCESS);
    1658: }

    1660: /*@C
    1661:   MatHYPRESetPreallocation - Preallocates memory for a sparse parallel matrix in HYPRE IJ format

    1663:   Collective

    1665:   Input Parameters:
    1666: + A    - the matrix
    1667: . dnz  - number of nonzeros per row in DIAGONAL portion of local submatrix
    1668:           (same value is used for all local rows)
    1669: . dnnz - array containing the number of nonzeros in the various rows of the
    1670:           DIAGONAL portion of the local submatrix (possibly different for each row)
    1671:           or `NULL` (`PETSC_NULL_INTEGER` in Fortran), if `d_nz` is used to specify the nonzero structure.
    1672:           The size of this array is equal to the number of local rows, i.e `m`.
    1673:           For matrices that will be factored, you must leave room for (and set)
    1674:           the diagonal entry even if it is zero.
    1675: . onz  - number of nonzeros per row in the OFF-DIAGONAL portion of local
    1676:           submatrix (same value is used for all local rows).
    1677: - onnz - array containing the number of nonzeros in the various rows of the
    1678:           OFF-DIAGONAL portion of the local submatrix (possibly different for
    1679:           each row) or `NULL` (`PETSC_NULL_INTEGER` in Fortran), if `o_nz` is used to specify the nonzero
    1680:           structure. The size of this array is equal to the number
    1681:           of local rows, i.e `m`.

    1683:   Level: intermediate

    1685:   Note:
    1686:   If the *nnz parameter is given then the *nz parameter is ignored; for sequential matrices, `onz` and `onnz` are ignored.

    1688: .seealso: [](ch_matrices), `Mat`, `MatCreate()`, `MatMPIAIJSetPreallocation()`, `MATHYPRE`, `MATAIJ`
    1689: @*/
    1690: PetscErrorCode MatHYPRESetPreallocation(Mat A, PetscInt dnz, const PetscInt dnnz[], PetscInt onz, const PetscInt onnz[])
    1691: {
    1692:   PetscFunctionBegin;
    1695:   PetscTryMethod(A, "MatHYPRESetPreallocation_C", (Mat, PetscInt, const PetscInt[], PetscInt, const PetscInt[]), (A, dnz, dnnz, onz, onnz));
    1696:   PetscFunctionReturn(PETSC_SUCCESS);
    1697: }

    1699: /*@C
    1700:   MatCreateFromParCSR - Creates a `Mat` from a `hypre_ParCSRMatrix`

    1702:   Collective

    1704:   Input Parameters:
    1705: + parcsr   - the pointer to the `hypre_ParCSRMatrix`
    1706: . mtype    - matrix type to be created. Currently `MATAIJ`, `MATIS` and `MATHYPRE` are supported.
    1707: - copymode - PETSc copying options, see  `PetscCopyMode`

    1709:   Output Parameter:
    1710: . A - the matrix

    1712:   Level: intermediate

    1714: .seealso: [](ch_matrices), `Mat`, `MatHYPRE`, `PetscCopyMode`
    1715: @*/
    1716: PETSC_EXTERN PetscErrorCode MatCreateFromParCSR(hypre_ParCSRMatrix *parcsr, MatType mtype, PetscCopyMode copymode, Mat *A)
    1717: {
    1718:   Mat        T;
    1719:   Mat_HYPRE *hA;
    1720:   MPI_Comm   comm;
    1721:   PetscInt   rstart, rend, cstart, cend, M, N;
    1722:   PetscBool  isseqaij, isseqaijmkl, ismpiaij, isaij, ishyp, isis;

    1724:   PetscFunctionBegin;
    1725:   comm = hypre_ParCSRMatrixComm(parcsr);
    1726:   PetscCall(PetscStrcmp(mtype, MATSEQAIJ, &isseqaij));
    1727:   PetscCall(PetscStrcmp(mtype, MATSEQAIJMKL, &isseqaijmkl));
    1728:   PetscCall(PetscStrcmp(mtype, MATMPIAIJ, &ismpiaij));
    1729:   PetscCall(PetscStrcmp(mtype, MATAIJ, &isaij));
    1730:   PetscCall(PetscStrcmp(mtype, MATHYPRE, &ishyp));
    1731:   PetscCall(PetscStrcmp(mtype, MATIS, &isis));
    1732:   isaij = (PetscBool)(isseqaij || isseqaijmkl || ismpiaij || isaij);
    1733:   /* TODO */
    1734:   PetscCheck(isaij || ishyp || isis, comm, PETSC_ERR_SUP, "Unsupported MatType %s! Supported types are %s, %s, %s, %s, %s, and %s", mtype, MATAIJ, MATSEQAIJ, MATSEQAIJMKL, MATMPIAIJ, MATIS, MATHYPRE);
    1735:   /* access ParCSRMatrix */
    1736:   rstart = hypre_ParCSRMatrixFirstRowIndex(parcsr);
    1737:   rend   = hypre_ParCSRMatrixLastRowIndex(parcsr);
    1738:   cstart = hypre_ParCSRMatrixFirstColDiag(parcsr);
    1739:   cend   = hypre_ParCSRMatrixLastColDiag(parcsr);
    1740:   M      = hypre_ParCSRMatrixGlobalNumRows(parcsr);
    1741:   N      = hypre_ParCSRMatrixGlobalNumCols(parcsr);

    1743:   /* fix for empty local rows/columns */
    1744:   if (rend < rstart) rend = rstart;
    1745:   if (cend < cstart) cend = cstart;

    1747:   /* PETSc convention */
    1748:   rend++;
    1749:   cend++;
    1750:   rend = PetscMin(rend, M);
    1751:   cend = PetscMin(cend, N);

    1753:   /* create PETSc matrix with MatHYPRE */
    1754:   PetscCall(MatCreate(comm, &T));
    1755:   PetscCall(MatSetSizes(T, rend - rstart, cend - cstart, M, N));
    1756:   PetscCall(MatSetType(T, MATHYPRE));
    1757:   hA = (Mat_HYPRE *)T->data;

    1759:   /* create HYPRE_IJMatrix */
    1760:   PetscCallExternal(HYPRE_IJMatrixCreate, hA->comm, rstart, rend - 1, cstart, cend - 1, &hA->ij);
    1761:   PetscCallExternal(HYPRE_IJMatrixSetObjectType, hA->ij, HYPRE_PARCSR);

    1763:   /* create new ParCSR object if needed */
    1764:   if (ishyp && copymode == PETSC_COPY_VALUES) {
    1765:     hypre_ParCSRMatrix *new_parcsr;
    1766: #if PETSC_PKG_HYPRE_VERSION_LT(2, 18, 0)
    1767:     hypre_CSRMatrix *hdiag, *hoffd, *ndiag, *noffd;

    1769:     new_parcsr = hypre_ParCSRMatrixClone(parcsr, 0);
    1770:     hdiag      = hypre_ParCSRMatrixDiag(parcsr);
    1771:     hoffd      = hypre_ParCSRMatrixOffd(parcsr);
    1772:     ndiag      = hypre_ParCSRMatrixDiag(new_parcsr);
    1773:     noffd      = hypre_ParCSRMatrixOffd(new_parcsr);
    1774:     PetscCall(PetscArraycpy(hypre_CSRMatrixData(ndiag), hypre_CSRMatrixData(hdiag), hypre_CSRMatrixNumNonzeros(hdiag)));
    1775:     PetscCall(PetscArraycpy(hypre_CSRMatrixData(noffd), hypre_CSRMatrixData(hoffd), hypre_CSRMatrixNumNonzeros(hoffd)));
    1776: #else
    1777:     new_parcsr = hypre_ParCSRMatrixClone(parcsr, 1);
    1778: #endif
    1779:     parcsr   = new_parcsr;
    1780:     copymode = PETSC_OWN_POINTER;
    1781:   }

    1783:   /* set ParCSR object */
    1784:   hypre_IJMatrixObject(hA->ij) = parcsr;
    1785:   T->preallocated              = PETSC_TRUE;

    1787:   /* set assembled flag */
    1788:   hypre_IJMatrixAssembleFlag(hA->ij) = 1;
    1789: #if 0
    1790:   PetscCallExternal(HYPRE_IJMatrixInitialize,hA->ij);
    1791: #endif
    1792:   if (ishyp) {
    1793:     PetscMPIInt myid = 0;

    1795:     /* make sure we always have row_starts and col_starts available */
    1796:     if (HYPRE_AssumedPartitionCheck()) PetscCallMPI(MPI_Comm_rank(comm, &myid));
    1797: #if defined(hypre_ParCSRMatrixOwnsRowStarts)
    1798:     if (!hypre_ParCSRMatrixOwnsColStarts(parcsr)) {
    1799:       PetscLayout map;

    1801:       PetscCall(MatGetLayouts(T, NULL, &map));
    1802:       PetscCall(PetscLayoutSetUp(map));
    1803:       hypre_ParCSRMatrixColStarts(parcsr) = (HYPRE_BigInt *)(map->range + myid);
    1804:     }
    1805:     if (!hypre_ParCSRMatrixOwnsRowStarts(parcsr)) {
    1806:       PetscLayout map;

    1808:       PetscCall(MatGetLayouts(T, &map, NULL));
    1809:       PetscCall(PetscLayoutSetUp(map));
    1810:       hypre_ParCSRMatrixRowStarts(parcsr) = (HYPRE_BigInt *)(map->range + myid);
    1811:     }
    1812: #endif
    1813:     /* prevent from freeing the pointer */
    1814:     if (copymode == PETSC_USE_POINTER) hA->inner_free = PETSC_FALSE;
    1815:     *A = T;
    1816:     PetscCall(MatSetOption(*A, MAT_SORTED_FULL, PETSC_TRUE));
    1817:     PetscCall(MatAssemblyBegin(*A, MAT_FINAL_ASSEMBLY));
    1818:     PetscCall(MatAssemblyEnd(*A, MAT_FINAL_ASSEMBLY));
    1819:   } else if (isaij) {
    1820:     if (copymode != PETSC_OWN_POINTER) {
    1821:       /* prevent from freeing the pointer */
    1822:       hA->inner_free = PETSC_FALSE;
    1823:       PetscCall(MatConvert_HYPRE_AIJ(T, MATAIJ, MAT_INITIAL_MATRIX, A));
    1824:       PetscCall(MatDestroy(&T));
    1825:     } else { /* AIJ return type with PETSC_OWN_POINTER */
    1826:       PetscCall(MatConvert_HYPRE_AIJ(T, MATAIJ, MAT_INPLACE_MATRIX, &T));
    1827:       *A = T;
    1828:     }
    1829:   } else if (isis) {
    1830:     PetscCall(MatConvert_HYPRE_IS(T, MATIS, MAT_INITIAL_MATRIX, A));
    1831:     if (copymode != PETSC_OWN_POINTER) hA->inner_free = PETSC_FALSE;
    1832:     PetscCall(MatDestroy(&T));
    1833:   }
    1834:   PetscFunctionReturn(PETSC_SUCCESS);
    1835: }

    1837: static PetscErrorCode MatHYPREGetParCSR_HYPRE(Mat A, hypre_ParCSRMatrix **parcsr)
    1838: {
    1839:   Mat_HYPRE *hA = (Mat_HYPRE *)A->data;
    1840:   HYPRE_Int  type;

    1842:   PetscFunctionBegin;
    1843:   PetscCheck(hA->ij, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "HYPRE_IJMatrix not present");
    1844:   PetscCallExternal(HYPRE_IJMatrixGetObjectType, hA->ij, &type);
    1845:   PetscCheck(type == HYPRE_PARCSR, PetscObjectComm((PetscObject)A), PETSC_ERR_SUP, "HYPRE_IJMatrix is not of type HYPRE_PARCSR");
    1846:   PetscCallExternal(HYPRE_IJMatrixGetObject, hA->ij, (void **)parcsr);
    1847:   PetscFunctionReturn(PETSC_SUCCESS);
    1848: }

    1850: /*@C
    1851:   MatHYPREGetParCSR - Gets the pointer to the ParCSR matrix

    1853:   Not Collective, No Fortran Support

    1855:   Input Parameter:
    1856: . A - the `MATHYPRE` object

    1858:   Output Parameter:
    1859: . parcsr - the pointer to the `hypre_ParCSRMatrix`

    1861:   Level: intermediate

    1863: .seealso: [](ch_matrices), `Mat`, `MatHYPRE`, `PetscCopyMode`
    1864: @*/
    1865: PetscErrorCode MatHYPREGetParCSR(Mat A, hypre_ParCSRMatrix **parcsr)
    1866: {
    1867:   PetscFunctionBegin;
    1870:   PetscUseMethod(A, "MatHYPREGetParCSR_C", (Mat, hypre_ParCSRMatrix **), (A, parcsr));
    1871:   PetscFunctionReturn(PETSC_SUCCESS);
    1872: }

    1874: static PetscErrorCode MatMissingDiagonal_HYPRE(Mat A, PetscBool *missing, PetscInt *dd)
    1875: {
    1876:   hypre_ParCSRMatrix *parcsr;
    1877:   hypre_CSRMatrix    *ha;
    1878:   PetscInt            rst;

    1880:   PetscFunctionBegin;
    1881:   PetscCheck(A->rmap->n == A->cmap->n, PETSC_COMM_SELF, PETSC_ERR_SUP, "Not implemented with non-square diagonal blocks");
    1882:   PetscCall(MatGetOwnershipRange(A, &rst, NULL));
    1883:   PetscCall(MatHYPREGetParCSR_HYPRE(A, &parcsr));
    1884:   if (missing) *missing = PETSC_FALSE;
    1885:   if (dd) *dd = -1;
    1886:   ha = hypre_ParCSRMatrixDiag(parcsr);
    1887:   if (ha) {
    1888:     PetscInt   size, i;
    1889:     HYPRE_Int *ii, *jj;

    1891:     size = hypre_CSRMatrixNumRows(ha);
    1892:     ii   = hypre_CSRMatrixI(ha);
    1893:     jj   = hypre_CSRMatrixJ(ha);
    1894:     for (i = 0; i < size; i++) {
    1895:       PetscInt  j;
    1896:       PetscBool found = PETSC_FALSE;

    1898:       for (j = ii[i]; j < ii[i + 1] && !found; j++) found = (jj[j] == i) ? PETSC_TRUE : PETSC_FALSE;

    1900:       if (!found) {
    1901:         PetscCall(PetscInfo(A, "Matrix is missing local diagonal entry %" PetscInt_FMT "\n", i));
    1902:         if (missing) *missing = PETSC_TRUE;
    1903:         if (dd) *dd = i + rst;
    1904:         PetscFunctionReturn(PETSC_SUCCESS);
    1905:       }
    1906:     }
    1907:     if (!size) {
    1908:       PetscCall(PetscInfo(A, "Matrix has no diagonal entries therefore is missing diagonal\n"));
    1909:       if (missing) *missing = PETSC_TRUE;
    1910:       if (dd) *dd = rst;
    1911:     }
    1912:   } else {
    1913:     PetscCall(PetscInfo(A, "Matrix has no diagonal entries therefore is missing diagonal\n"));
    1914:     if (missing) *missing = PETSC_TRUE;
    1915:     if (dd) *dd = rst;
    1916:   }
    1917:   PetscFunctionReturn(PETSC_SUCCESS);
    1918: }

    1920: static PetscErrorCode MatScale_HYPRE(Mat A, PetscScalar s)
    1921: {
    1922:   hypre_ParCSRMatrix *parcsr;
    1923: #if PETSC_PKG_HYPRE_VERSION_LT(2, 19, 0)
    1924:   hypre_CSRMatrix *ha;
    1925: #endif
    1926:   HYPRE_Complex hs;

    1928:   PetscFunctionBegin;
    1929:   PetscCall(PetscHYPREScalarCast(s, &hs));
    1930:   PetscCall(MatHYPREGetParCSR_HYPRE(A, &parcsr));
    1931: #if PETSC_PKG_HYPRE_VERSION_GE(2, 19, 0)
    1932:   PetscCallExternal(hypre_ParCSRMatrixScale, parcsr, hs);
    1933: #else /* diagonal part */
    1934:   ha = hypre_ParCSRMatrixDiag(parcsr);
    1935:   if (ha) {
    1936:     PetscInt       size, i;
    1937:     HYPRE_Int     *ii;
    1938:     HYPRE_Complex *a;

    1940:     size = hypre_CSRMatrixNumRows(ha);
    1941:     a    = hypre_CSRMatrixData(ha);
    1942:     ii   = hypre_CSRMatrixI(ha);
    1943:     for (i = 0; i < ii[size]; i++) a[i] *= hs;
    1944:   }
    1945:   /* off-diagonal part */
    1946:   ha = hypre_ParCSRMatrixOffd(parcsr);
    1947:   if (ha) {
    1948:     PetscInt       size, i;
    1949:     HYPRE_Int     *ii;
    1950:     HYPRE_Complex *a;

    1952:     size = hypre_CSRMatrixNumRows(ha);
    1953:     a    = hypre_CSRMatrixData(ha);
    1954:     ii   = hypre_CSRMatrixI(ha);
    1955:     for (i = 0; i < ii[size]; i++) a[i] *= hs;
    1956:   }
    1957: #endif
    1958:   PetscFunctionReturn(PETSC_SUCCESS);
    1959: }

    1961: static PetscErrorCode MatZeroRowsColumns_HYPRE(Mat A, PetscInt numRows, const PetscInt rows[], PetscScalar diag, Vec x, Vec b)
    1962: {
    1963:   hypre_ParCSRMatrix *parcsr;
    1964:   HYPRE_Int          *lrows;
    1965:   PetscInt            rst, ren, i;

    1967:   PetscFunctionBegin;
    1968:   PetscCheck(!x && !b, PetscObjectComm((PetscObject)A), PETSC_ERR_SUP, "To be implemented");
    1969:   PetscCall(MatHYPREGetParCSR_HYPRE(A, &parcsr));
    1970:   PetscCall(PetscMalloc1(numRows, &lrows));
    1971:   PetscCall(MatGetOwnershipRange(A, &rst, &ren));
    1972:   for (i = 0; i < numRows; i++) {
    1973:     PetscCheck(rows[i] >= rst && rows[i] < ren, PETSC_COMM_SELF, PETSC_ERR_SUP, "Non-local rows not yet supported");
    1974:     lrows[i] = rows[i] - rst;
    1975:   }
    1976:   PetscCallExternal(hypre_ParCSRMatrixEliminateRowsCols, parcsr, numRows, lrows);
    1977:   PetscCall(PetscFree(lrows));
    1978:   PetscFunctionReturn(PETSC_SUCCESS);
    1979: }

    1981: static PetscErrorCode MatZeroEntries_HYPRE_CSRMatrix(hypre_CSRMatrix *ha)
    1982: {
    1983:   PetscFunctionBegin;
    1984:   if (ha) {
    1985:     HYPRE_Int     *ii, size;
    1986:     HYPRE_Complex *a;

    1988:     size = hypre_CSRMatrixNumRows(ha);
    1989:     a    = hypre_CSRMatrixData(ha);
    1990:     ii   = hypre_CSRMatrixI(ha);

    1992:     if (a) PetscCall(PetscArrayzero(a, ii[size]));
    1993:   }
    1994:   PetscFunctionReturn(PETSC_SUCCESS);
    1995: }

    1997: static PetscErrorCode MatZeroEntries_HYPRE(Mat A)
    1998: {
    1999:   Mat_HYPRE *hA = (Mat_HYPRE *)A->data;

    2001:   PetscFunctionBegin;
    2002:   if (HYPRE_MEMORY_DEVICE == hypre_IJMatrixMemoryLocation(hA->ij)) {
    2003:     PetscCallExternal(HYPRE_IJMatrixSetConstantValues, hA->ij, 0.0);
    2004:   } else {
    2005:     hypre_ParCSRMatrix *parcsr;

    2007:     PetscCall(MatHYPREGetParCSR_HYPRE(A, &parcsr));
    2008:     PetscCall(MatZeroEntries_HYPRE_CSRMatrix(hypre_ParCSRMatrixDiag(parcsr)));
    2009:     PetscCall(MatZeroEntries_HYPRE_CSRMatrix(hypre_ParCSRMatrixOffd(parcsr)));
    2010:   }
    2011:   PetscFunctionReturn(PETSC_SUCCESS);
    2012: }

    2014: static PetscErrorCode MatZeroRows_HYPRE_CSRMatrix(hypre_CSRMatrix *hA, PetscInt N, const PetscInt rows[], HYPRE_Complex diag)
    2015: {
    2016:   PetscInt       ii;
    2017:   HYPRE_Int     *i, *j;
    2018:   HYPRE_Complex *a;

    2020:   PetscFunctionBegin;
    2021:   if (!hA) PetscFunctionReturn(PETSC_SUCCESS);

    2023:   i = hypre_CSRMatrixI(hA);
    2024:   j = hypre_CSRMatrixJ(hA);
    2025:   a = hypre_CSRMatrixData(hA);
    2026: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    2027:   if (HYPRE_MEMORY_DEVICE == hypre_CSRMatrixMemoryLocation(hA)) {
    2028:   #if defined(HYPRE_USING_CUDA)
    2029:     MatZeroRows_CUDA(N, rows, i, j, a, diag);
    2030:   #elif defined(HYPRE_USING_HIP)
    2031:     MatZeroRows_HIP(N, rows, i, j, a, diag);
    2032:   #elif defined(PETSC_HAVE_KOKKOS)
    2033:     MatZeroRows_Kokkos(N, rows, i, j, a, diag);
    2034:   #else
    2035:     SETERRQ(PETSC_COMM_SELF, PETSC_ERR_SUP, "No support for MatZeroRows on a hypre matrix in this memory location");
    2036:   #endif
    2037:   } else
    2038: #endif
    2039:   {
    2040:     for (ii = 0; ii < N; ii++) {
    2041:       HYPRE_Int jj, ibeg, iend, irow;

    2043:       irow = rows[ii];
    2044:       ibeg = i[irow];
    2045:       iend = i[irow + 1];
    2046:       for (jj = ibeg; jj < iend; jj++)
    2047:         if (j[jj] == irow) a[jj] = diag;
    2048:         else a[jj] = 0.0;
    2049:     }
    2050:   }
    2051:   PetscFunctionReturn(PETSC_SUCCESS);
    2052: }

    2054: static PetscErrorCode MatZeroRows_HYPRE(Mat A, PetscInt N, const PetscInt rows[], PetscScalar diag, Vec x, Vec b)
    2055: {
    2056:   hypre_ParCSRMatrix *parcsr;
    2057:   PetscInt           *lrows, len, *lrows2;
    2058:   HYPRE_Complex       hdiag;

    2060:   PetscFunctionBegin;
    2061:   PetscCheck(!x && !b, PETSC_COMM_SELF, PETSC_ERR_ARG_WRONG, "Does not support to modify the solution and the right hand size");
    2062:   PetscCall(PetscHYPREScalarCast(diag, &hdiag));
    2063:   /* retrieve the internal matrix */
    2064:   PetscCall(MatHYPREGetParCSR_HYPRE(A, &parcsr));
    2065:   /* get locally owned rows */
    2066:   PetscCall(MatZeroRowsMapLocal_Private(A, N, rows, &len, &lrows));

    2068: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    2069:   if (HYPRE_MEMORY_DEVICE == hypre_CSRMatrixMemoryLocation(hypre_ParCSRMatrixDiag(parcsr))) {
    2070:     Mat_HYPRE *hA = (Mat_HYPRE *)A->data;
    2071:     PetscInt   m;
    2072:     PetscCall(MatGetLocalSize(A, &m, NULL));
    2073:     if (!hA->rows_d) {
    2074:       hA->rows_d = hypre_TAlloc(PetscInt, m, HYPRE_MEMORY_DEVICE);
    2075:       if (m) PetscCheck(hA->rows_d, PETSC_COMM_SELF, PETSC_ERR_MEM, "HYPRE_TAlloc failed");
    2076:     }
    2077:     PetscCheck(len <= m, PETSC_COMM_SELF, PETSC_ERR_PLIB, "Too many rows in rows[]");
    2078:     PetscStackCallExternalVoid("hypre_Memcpy", hypre_Memcpy(hA->rows_d, lrows, sizeof(PetscInt) * len, HYPRE_MEMORY_DEVICE, HYPRE_MEMORY_HOST));
    2079:     lrows2 = hA->rows_d;
    2080:   } else
    2081: #endif
    2082:   {
    2083:     lrows2 = lrows;
    2084:   }

    2086:   /* zero diagonal part */
    2087:   PetscCall(MatZeroRows_HYPRE_CSRMatrix(hypre_ParCSRMatrixDiag(parcsr), len, lrows2, hdiag));
    2088:   /* zero off-diagonal part */
    2089:   PetscCall(MatZeroRows_HYPRE_CSRMatrix(hypre_ParCSRMatrixOffd(parcsr), len, lrows2, 0.0));

    2091:   PetscCall(PetscFree(lrows));
    2092:   PetscFunctionReturn(PETSC_SUCCESS);
    2093: }

    2095: static PetscErrorCode MatAssemblyBegin_HYPRE(Mat mat, MatAssemblyType mode)
    2096: {
    2097:   PetscFunctionBegin;
    2098:   if (mat->nooffprocentries) PetscFunctionReturn(PETSC_SUCCESS);

    2100:   PetscCall(MatStashScatterBegin_Private(mat, &mat->stash, mat->rmap->range));
    2101:   PetscFunctionReturn(PETSC_SUCCESS);
    2102: }

    2104: static PetscErrorCode MatGetRow_HYPRE(Mat A, PetscInt row, PetscInt *nz, PetscInt **idx, PetscScalar **v)
    2105: {
    2106:   hypre_ParCSRMatrix *parcsr;
    2107:   HYPRE_Int           hnz;

    2109:   PetscFunctionBegin;
    2110:   /* retrieve the internal matrix */
    2111:   PetscCall(MatHYPREGetParCSR_HYPRE(A, &parcsr));
    2112:   /* call HYPRE API */
    2113:   PetscCallExternal(HYPRE_ParCSRMatrixGetRow, parcsr, row, &hnz, (HYPRE_BigInt **)idx, (HYPRE_Complex **)v);
    2114:   if (nz) *nz = (PetscInt)hnz;
    2115:   PetscFunctionReturn(PETSC_SUCCESS);
    2116: }

    2118: static PetscErrorCode MatRestoreRow_HYPRE(Mat A, PetscInt row, PetscInt *nz, PetscInt **idx, PetscScalar **v)
    2119: {
    2120:   hypre_ParCSRMatrix *parcsr;
    2121:   HYPRE_Int           hnz;

    2123:   PetscFunctionBegin;
    2124:   /* retrieve the internal matrix */
    2125:   PetscCall(MatHYPREGetParCSR_HYPRE(A, &parcsr));
    2126:   /* call HYPRE API */
    2127:   hnz = nz ? (HYPRE_Int)(*nz) : 0;
    2128:   PetscCallExternal(HYPRE_ParCSRMatrixRestoreRow, parcsr, row, &hnz, (HYPRE_BigInt **)idx, (HYPRE_Complex **)v);
    2129:   PetscFunctionReturn(PETSC_SUCCESS);
    2130: }

    2132: static PetscErrorCode MatGetValues_HYPRE(Mat A, PetscInt m, const PetscInt idxm[], PetscInt n, const PetscInt idxn[], PetscScalar v[])
    2133: {
    2134:   Mat_HYPRE *hA = (Mat_HYPRE *)A->data;
    2135:   PetscInt   i;

    2137:   PetscFunctionBegin;
    2138:   if (!m || !n) PetscFunctionReturn(PETSC_SUCCESS);
    2139:   /* Ignore negative row indices
    2140:    * And negative column indices should be automatically ignored in hypre
    2141:    * */
    2142:   for (i = 0; i < m; i++) {
    2143:     if (idxm[i] >= 0) {
    2144:       HYPRE_Int hn = (HYPRE_Int)n;
    2145:       PetscCallExternal(HYPRE_IJMatrixGetValues, hA->ij, 1, &hn, (HYPRE_BigInt *)&idxm[i], (HYPRE_BigInt *)idxn, (HYPRE_Complex *)(v + i * n));
    2146:     }
    2147:   }
    2148:   PetscFunctionReturn(PETSC_SUCCESS);
    2149: }

    2151: static PetscErrorCode MatSetOption_HYPRE(Mat A, MatOption op, PetscBool flg)
    2152: {
    2153:   Mat_HYPRE *hA = (Mat_HYPRE *)A->data;

    2155:   PetscFunctionBegin;
    2156:   switch (op) {
    2157:   case MAT_NO_OFF_PROC_ENTRIES:
    2158:     if (flg) PetscCallExternal(HYPRE_IJMatrixSetMaxOffProcElmts, hA->ij, 0);
    2159:     break;
    2160:   case MAT_IGNORE_OFF_PROC_ENTRIES:
    2161:     hA->donotstash = flg;
    2162:     break;
    2163:   default:
    2164:     break;
    2165:   }
    2166:   PetscFunctionReturn(PETSC_SUCCESS);
    2167: }

    2169: static PetscErrorCode MatView_HYPRE(Mat A, PetscViewer view)
    2170: {
    2171:   PetscViewerFormat format;

    2173:   PetscFunctionBegin;
    2174:   PetscCall(PetscViewerGetFormat(view, &format));
    2175:   if (format == PETSC_VIEWER_ASCII_FACTOR_INFO || format == PETSC_VIEWER_ASCII_INFO || format == PETSC_VIEWER_ASCII_INFO_DETAIL) PetscFunctionReturn(PETSC_SUCCESS);
    2176:   if (format != PETSC_VIEWER_NATIVE) {
    2177:     Mat                 B;
    2178:     hypre_ParCSRMatrix *parcsr;
    2179:     PetscErrorCode (*mview)(Mat, PetscViewer) = NULL;

    2181:     PetscCall(MatHYPREGetParCSR_HYPRE(A, &parcsr));
    2182:     PetscCall(MatCreateFromParCSR(parcsr, MATAIJ, PETSC_USE_POINTER, &B));
    2183:     PetscCall(MatGetOperation(B, MATOP_VIEW, (void (**)(void))&mview));
    2184:     PetscCheck(mview, PetscObjectComm((PetscObject)A), PETSC_ERR_PLIB, "Missing view operation");
    2185:     PetscCall((*mview)(B, view));
    2186:     PetscCall(MatDestroy(&B));
    2187:   } else {
    2188:     Mat_HYPRE  *hA = (Mat_HYPRE *)A->data;
    2189:     PetscMPIInt size;
    2190:     PetscBool   isascii;
    2191:     const char *filename;

    2193:     /* HYPRE uses only text files */
    2194:     PetscCall(PetscObjectTypeCompare((PetscObject)view, PETSCVIEWERASCII, &isascii));
    2195:     PetscCheck(isascii, PetscObjectComm((PetscObject)view), PETSC_ERR_SUP, "PetscViewerType %s: native HYPRE format needs PETSCVIEWERASCII", ((PetscObject)view)->type_name);
    2196:     PetscCall(PetscViewerFileGetName(view, &filename));
    2197:     PetscCallExternal(HYPRE_IJMatrixPrint, hA->ij, filename);
    2198:     PetscCallMPI(MPI_Comm_size(hA->comm, &size));
    2199:     if (size > 1) {
    2200:       PetscCall(PetscViewerASCIIPrintf(view, "Matrix files: %s.%05d ... %s.%05d\n", filename, 0, filename, size - 1));
    2201:     } else {
    2202:       PetscCall(PetscViewerASCIIPrintf(view, "Matrix file: %s.%05d\n", filename, 0));
    2203:     }
    2204:   }
    2205:   PetscFunctionReturn(PETSC_SUCCESS);
    2206: }

    2208: static PetscErrorCode MatCopy_HYPRE(Mat A, Mat B, MatStructure str)
    2209: {
    2210:   hypre_ParCSRMatrix *acsr, *bcsr;

    2212:   PetscFunctionBegin;
    2213:   if (str == SAME_NONZERO_PATTERN && A->ops->copy == B->ops->copy) {
    2214:     PetscCall(MatHYPREGetParCSR_HYPRE(A, &acsr));
    2215:     PetscCall(MatHYPREGetParCSR_HYPRE(B, &bcsr));
    2216:     PetscCallExternal(hypre_ParCSRMatrixCopy, acsr, bcsr, 1);
    2217:     PetscCall(MatSetOption(B, MAT_SORTED_FULL, PETSC_TRUE)); /* "perfect" preallocation, so no need for hypre_AuxParCSRMatrixNeedAux */
    2218:     PetscCall(MatAssemblyBegin(B, MAT_FINAL_ASSEMBLY));
    2219:     PetscCall(MatAssemblyEnd(B, MAT_FINAL_ASSEMBLY));
    2220:   } else {
    2221:     PetscCall(MatCopy_Basic(A, B, str));
    2222:   }
    2223:   PetscFunctionReturn(PETSC_SUCCESS);
    2224: }

    2226: static PetscErrorCode MatGetDiagonal_HYPRE(Mat A, Vec d)
    2227: {
    2228:   hypre_ParCSRMatrix *parcsr;
    2229:   hypre_CSRMatrix    *dmat;
    2230:   HYPRE_Complex      *a;
    2231:   PetscBool           cong;

    2233:   PetscFunctionBegin;
    2234:   PetscCall(MatHasCongruentLayouts(A, &cong));
    2235:   PetscCheck(cong, PetscObjectComm((PetscObject)A), PETSC_ERR_SUP, "Only for square matrices with same local distributions of rows and columns");
    2236:   PetscCall(MatHYPREGetParCSR_HYPRE(A, &parcsr));
    2237:   dmat = hypre_ParCSRMatrixDiag(parcsr);
    2238:   if (dmat) {
    2239: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    2240:     HYPRE_MemoryLocation mem = hypre_CSRMatrixMemoryLocation(dmat);
    2241: #else
    2242:     HYPRE_MemoryLocation mem = HYPRE_MEMORY_HOST;
    2243: #endif

    2245:     if (mem != HYPRE_MEMORY_HOST) PetscCall(VecGetArrayWriteAndMemType(d, (PetscScalar **)&a, NULL));
    2246:     else PetscCall(VecGetArrayWrite(d, (PetscScalar **)&a));
    2247:     hypre_CSRMatrixExtractDiagonal(dmat, a, 0);
    2248:     if (mem != HYPRE_MEMORY_HOST) PetscCall(VecRestoreArrayWriteAndMemType(d, (PetscScalar **)&a));
    2249:     else PetscCall(VecRestoreArrayWrite(d, (PetscScalar **)&a));
    2250:   }
    2251:   PetscFunctionReturn(PETSC_SUCCESS);
    2252: }

    2254: #include <petscblaslapack.h>

    2256: static PetscErrorCode MatAXPY_HYPRE(Mat Y, PetscScalar a, Mat X, MatStructure str)
    2257: {
    2258:   PetscFunctionBegin;
    2259: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    2260:   {
    2261:     Mat                 B;
    2262:     hypre_ParCSRMatrix *x, *y, *z;

    2264:     PetscCall(MatHYPREGetParCSR(Y, &y));
    2265:     PetscCall(MatHYPREGetParCSR(X, &x));
    2266:     PetscCallExternal(hypre_ParCSRMatrixAdd, 1.0, y, 1.0, x, &z);
    2267:     PetscCall(MatCreateFromParCSR(z, MATHYPRE, PETSC_OWN_POINTER, &B));
    2268:     PetscCall(MatHeaderMerge(Y, &B));
    2269:   }
    2270: #else
    2271:   if (str == SAME_NONZERO_PATTERN) {
    2272:     hypre_ParCSRMatrix *x, *y;
    2273:     hypre_CSRMatrix    *xloc, *yloc;
    2274:     PetscInt            xnnz, ynnz;
    2275:     HYPRE_Complex      *xarr, *yarr;
    2276:     PetscBLASInt        one = 1, bnz;

    2278:     PetscCall(MatHYPREGetParCSR(Y, &y));
    2279:     PetscCall(MatHYPREGetParCSR(X, &x));

    2281:     /* diagonal block */
    2282:     xloc = hypre_ParCSRMatrixDiag(x);
    2283:     yloc = hypre_ParCSRMatrixDiag(y);
    2284:     xnnz = 0;
    2285:     ynnz = 0;
    2286:     xarr = NULL;
    2287:     yarr = NULL;
    2288:     if (xloc) {
    2289:       xarr = hypre_CSRMatrixData(xloc);
    2290:       xnnz = hypre_CSRMatrixNumNonzeros(xloc);
    2291:     }
    2292:     if (yloc) {
    2293:       yarr = hypre_CSRMatrixData(yloc);
    2294:       ynnz = hypre_CSRMatrixNumNonzeros(yloc);
    2295:     }
    2296:     PetscCheck(xnnz == ynnz, PETSC_COMM_SELF, PETSC_ERR_ARG_INCOMP, "Different number of nonzeros in diagonal block %" PetscInt_FMT " != %" PetscInt_FMT, xnnz, ynnz);
    2297:     PetscCall(PetscBLASIntCast(xnnz, &bnz));
    2298:     PetscCallBLAS("BLASaxpy", BLASaxpy_(&bnz, &a, (PetscScalar *)xarr, &one, (PetscScalar *)yarr, &one));

    2300:     /* off-diagonal block */
    2301:     xloc = hypre_ParCSRMatrixOffd(x);
    2302:     yloc = hypre_ParCSRMatrixOffd(y);
    2303:     xnnz = 0;
    2304:     ynnz = 0;
    2305:     xarr = NULL;
    2306:     yarr = NULL;
    2307:     if (xloc) {
    2308:       xarr = hypre_CSRMatrixData(xloc);
    2309:       xnnz = hypre_CSRMatrixNumNonzeros(xloc);
    2310:     }
    2311:     if (yloc) {
    2312:       yarr = hypre_CSRMatrixData(yloc);
    2313:       ynnz = hypre_CSRMatrixNumNonzeros(yloc);
    2314:     }
    2315:     PetscCheck(xnnz == ynnz, PETSC_COMM_SELF, PETSC_ERR_ARG_INCOMP, "Different number of nonzeros in off-diagonal block %" PetscInt_FMT " != %" PetscInt_FMT, xnnz, ynnz);
    2316:     PetscCall(PetscBLASIntCast(xnnz, &bnz));
    2317:     PetscCallBLAS("BLASaxpy", BLASaxpy_(&bnz, &a, (PetscScalar *)xarr, &one, (PetscScalar *)yarr, &one));
    2318:   } else if (str == SUBSET_NONZERO_PATTERN) {
    2319:     PetscCall(MatAXPY_Basic(Y, a, X, str));
    2320:   } else {
    2321:     Mat B;

    2323:     PetscCall(MatAXPY_Basic_Preallocate(Y, X, &B));
    2324:     PetscCall(MatAXPY_BasicWithPreallocation(B, Y, a, X, str));
    2325:     PetscCall(MatHeaderReplace(Y, &B));
    2326:   }
    2327: #endif
    2328:   PetscFunctionReturn(PETSC_SUCCESS);
    2329: }

    2331: static PetscErrorCode MatDuplicate_HYPRE(Mat A, MatDuplicateOption op, Mat *B)
    2332: {
    2333:   hypre_ParCSRMatrix *parcsr = NULL;
    2334:   PetscCopyMode       cpmode;
    2335:   Mat_HYPRE          *hA;

    2337:   PetscFunctionBegin;
    2338:   PetscCall(MatHYPREGetParCSR_HYPRE(A, &parcsr));
    2339:   if (op == MAT_DO_NOT_COPY_VALUES || op == MAT_SHARE_NONZERO_PATTERN) {
    2340:     parcsr = hypre_ParCSRMatrixClone(parcsr, 0);
    2341:     cpmode = PETSC_OWN_POINTER;
    2342:   } else {
    2343:     cpmode = PETSC_COPY_VALUES;
    2344:   }
    2345:   PetscCall(MatCreateFromParCSR(parcsr, MATHYPRE, cpmode, B));
    2346:   hA = (Mat_HYPRE *)A->data;
    2347:   if (hA->cooMat) {
    2348:     Mat_HYPRE *hB = (Mat_HYPRE *)((*B)->data);
    2349:     op            = (op == MAT_DO_NOT_COPY_VALUES) ? op : MAT_COPY_VALUES;
    2350:     /* Cannot simply increase the reference count of hA->cooMat, since B needs to share cooMat's data array */
    2351:     PetscCall(MatDuplicate(hA->cooMat, op, &hB->cooMat));
    2352:     PetscCall(MatHYPRE_AttachCOOMat(*B));
    2353:   }
    2354:   PetscFunctionReturn(PETSC_SUCCESS);
    2355: }

    2357: static PetscErrorCode MatSetPreallocationCOO_HYPRE(Mat mat, PetscCount coo_n, PetscInt coo_i[], PetscInt coo_j[])
    2358: {
    2359:   Mat_HYPRE *hmat = (Mat_HYPRE *)mat->data;

    2361:   PetscFunctionBegin;
    2362:   /* Build an agent matrix cooMat with AIJ format
    2363:      It has the same sparsity pattern as mat, and also shares the data array with mat. We use cooMat to do the COO work.
    2364:    */
    2365:   PetscCall(MatHYPRE_CreateCOOMat(mat));
    2366:   PetscCall(MatSetOption(hmat->cooMat, MAT_IGNORE_OFF_PROC_ENTRIES, hmat->donotstash));
    2367:   PetscCall(MatSetOption(hmat->cooMat, MAT_NO_OFF_PROC_ENTRIES, mat->nooffprocentries));

    2369:   /* MatSetPreallocationCOO_SeqAIJ and MatSetPreallocationCOO_MPIAIJ uses this specific
    2370:      name to automatically put the diagonal entries first */
    2371:   PetscCall(PetscObjectSetName((PetscObject)hmat->cooMat, "_internal_COO_mat_for_hypre"));
    2372:   PetscCall(MatSetPreallocationCOO(hmat->cooMat, coo_n, coo_i, coo_j));
    2373:   hmat->cooMat->assembled = PETSC_TRUE;

    2375:   /* Copy the sparsity pattern from cooMat to hypre IJMatrix hmat->ij */
    2376:   PetscCall(MatSetOption(mat, MAT_SORTED_FULL, PETSC_TRUE));
    2377:   PetscCall(MatHYPRE_CreateFromMat(hmat->cooMat, hmat));      /* Create hmat->ij and preallocate it */
    2378:   PetscCall(MatHYPRE_IJMatrixCopyIJ(hmat->cooMat, hmat->ij)); /* Copy A's (i,j) to hmat->ij */

    2380:   mat->preallocated = PETSC_TRUE;
    2381:   PetscCall(MatAssemblyBegin(mat, MAT_FINAL_ASSEMBLY));
    2382:   PetscCall(MatAssemblyEnd(mat, MAT_FINAL_ASSEMBLY)); /* Migrate mat to device if it is bound to. Hypre builds its own SpMV context here */

    2384:   /* Attach cooMat to mat */
    2385:   PetscCall(MatHYPRE_AttachCOOMat(mat));
    2386:   PetscFunctionReturn(PETSC_SUCCESS);
    2387: }

    2389: static PetscErrorCode MatSetValuesCOO_HYPRE(Mat mat, const PetscScalar v[], InsertMode imode)
    2390: {
    2391:   Mat_HYPRE *hmat = (Mat_HYPRE *)mat->data;

    2393:   PetscFunctionBegin;
    2394:   PetscCheck(hmat->cooMat, PetscObjectComm((PetscObject)mat), PETSC_ERR_PLIB, "HYPRE COO delegate matrix has not been created yet");
    2395:   PetscCall(MatSetValuesCOO(hmat->cooMat, v, imode));
    2396:   PetscCall(MatViewFromOptions(hmat->cooMat, (PetscObject)mat, "-cooMat_view"));
    2397:   PetscFunctionReturn(PETSC_SUCCESS);
    2398: }

    2400: /*MC
    2401:    MATHYPRE - "hypre" - A matrix type to be used for sequential and parallel sparse matrices
    2402:           based on the hypre IJ interface.

    2404:    Level: intermediate

    2406: .seealso: [](ch_matrices), `Mat`, `MatCreate()`, `MatHYPRESetPreallocation`
    2407: M*/

    2409: PETSC_EXTERN PetscErrorCode MatCreate_HYPRE(Mat B)
    2410: {
    2411:   Mat_HYPRE *hB;
    2412: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    2413:   HYPRE_MemoryLocation memory_location;
    2414: #endif

    2416:   PetscFunctionBegin;
    2417:   PetscHYPREInitialize();
    2418:   PetscCall(PetscNew(&hB));

    2420:   hB->inner_free      = PETSC_TRUE;
    2421:   hB->array_available = PETSC_TRUE;

    2423:   B->data = (void *)hB;

    2425:   PetscCall(PetscMemzero(B->ops, sizeof(struct _MatOps)));
    2426:   B->ops->mult                  = MatMult_HYPRE;
    2427:   B->ops->multtranspose         = MatMultTranspose_HYPRE;
    2428:   B->ops->multadd               = MatMultAdd_HYPRE;
    2429:   B->ops->multtransposeadd      = MatMultTransposeAdd_HYPRE;
    2430:   B->ops->setup                 = MatSetUp_HYPRE;
    2431:   B->ops->destroy               = MatDestroy_HYPRE;
    2432:   B->ops->assemblyend           = MatAssemblyEnd_HYPRE;
    2433:   B->ops->assemblybegin         = MatAssemblyBegin_HYPRE;
    2434:   B->ops->setvalues             = MatSetValues_HYPRE;
    2435:   B->ops->missingdiagonal       = MatMissingDiagonal_HYPRE;
    2436:   B->ops->scale                 = MatScale_HYPRE;
    2437:   B->ops->zerorowscolumns       = MatZeroRowsColumns_HYPRE;
    2438:   B->ops->zeroentries           = MatZeroEntries_HYPRE;
    2439:   B->ops->zerorows              = MatZeroRows_HYPRE;
    2440:   B->ops->getrow                = MatGetRow_HYPRE;
    2441:   B->ops->restorerow            = MatRestoreRow_HYPRE;
    2442:   B->ops->getvalues             = MatGetValues_HYPRE;
    2443:   B->ops->setoption             = MatSetOption_HYPRE;
    2444:   B->ops->duplicate             = MatDuplicate_HYPRE;
    2445:   B->ops->copy                  = MatCopy_HYPRE;
    2446:   B->ops->view                  = MatView_HYPRE;
    2447:   B->ops->getdiagonal           = MatGetDiagonal_HYPRE;
    2448:   B->ops->axpy                  = MatAXPY_HYPRE;
    2449:   B->ops->productsetfromoptions = MatProductSetFromOptions_HYPRE;
    2450: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    2451:   B->ops->bindtocpu = MatBindToCPU_HYPRE;
    2452:   /* Get hypre's default memory location. Users can control this using the corresponding HYPRE_SetMemoryLocation API */
    2453:   PetscCallExternal(HYPRE_GetMemoryLocation, &memory_location);
    2454:   B->boundtocpu = (memory_location == HYPRE_MEMORY_HOST) ? PETSC_TRUE : PETSC_FALSE;
    2455: #endif

    2457:   /* build cache for off array entries formed */
    2458:   PetscCall(MatStashCreate_Private(PetscObjectComm((PetscObject)B), 1, &B->stash));

    2460:   PetscCall(PetscCommGetComm(PetscObjectComm((PetscObject)B), &hB->comm));
    2461:   PetscCall(PetscObjectChangeTypeName((PetscObject)B, MATHYPRE));
    2462:   PetscCall(PetscObjectComposeFunction((PetscObject)B, "MatConvert_hypre_aij_C", MatConvert_HYPRE_AIJ));
    2463:   PetscCall(PetscObjectComposeFunction((PetscObject)B, "MatConvert_hypre_is_C", MatConvert_HYPRE_IS));
    2464:   PetscCall(PetscObjectComposeFunction((PetscObject)B, "MatProductSetFromOptions_seqaij_hypre_C", MatProductSetFromOptions_HYPRE));
    2465:   PetscCall(PetscObjectComposeFunction((PetscObject)B, "MatProductSetFromOptions_mpiaij_hypre_C", MatProductSetFromOptions_HYPRE));
    2466:   PetscCall(PetscObjectComposeFunction((PetscObject)B, "MatHYPRESetPreallocation_C", MatHYPRESetPreallocation_HYPRE));
    2467:   PetscCall(PetscObjectComposeFunction((PetscObject)B, "MatHYPREGetParCSR_C", MatHYPREGetParCSR_HYPRE));
    2468:   PetscCall(PetscObjectComposeFunction((PetscObject)B, "MatSetPreallocationCOO_C", MatSetPreallocationCOO_HYPRE));
    2469:   PetscCall(PetscObjectComposeFunction((PetscObject)B, "MatSetValuesCOO_C", MatSetValuesCOO_HYPRE));
    2470: #if defined(PETSC_HAVE_HYPRE_DEVICE)
    2471:   #if defined(HYPRE_USING_HIP)
    2472:   PetscCall(PetscObjectComposeFunction((PetscObject)B, "MatProductSetFromOptions_seqaijhipsparse_hypre_C", MatProductSetFromOptions_HYPRE));
    2473:   PetscCall(PetscObjectComposeFunction((PetscObject)B, "MatProductSetFromOptions_mpiaijhipsparse_hypre_C", MatProductSetFromOptions_HYPRE));
    2474:   PetscCall(PetscDeviceInitialize(PETSC_DEVICE_HIP));
    2475:   PetscCall(MatSetVecType(B, VECHIP));
    2476:   #endif
    2477:   #if defined(HYPRE_USING_CUDA)
    2478:   PetscCall(PetscObjectComposeFunction((PetscObject)B, "MatProductSetFromOptions_seqaijcusparse_hypre_C", MatProductSetFromOptions_HYPRE));
    2479:   PetscCall(PetscObjectComposeFunction((PetscObject)B, "MatProductSetFromOptions_mpiaijcusparse_hypre_C", MatProductSetFromOptions_HYPRE));
    2480:   PetscCall(PetscDeviceInitialize(PETSC_DEVICE_CUDA));
    2481:   PetscCall(MatSetVecType(B, VECCUDA));
    2482:   #endif
    2483: #endif
    2484:   PetscFunctionReturn(PETSC_SUCCESS);
    2485: }