1be1d678aSKris Buschelman 28016bdd1SSatish Balay /* 3d9653453SSatish Balay Support for the parallel BAIJ matrix vector multiply 48016bdd1SSatish Balay */ 5c6db04a5SJed Brown #include <../src/mat/impls/baij/mpi/mpibaij.h> 6af0996ceSBarry Smith #include <petsc/private/isimpl.h> /* needed because accesses data structure of ISLocalToGlobalMapping directly */ 7bba1ac68SSatish Balay 89371c9d4SSatish Balay PetscErrorCode MatSetUpMultiply_MPIBAIJ(Mat mat) { 9d9653453SSatish Balay Mat_MPIBAIJ *baij = (Mat_MPIBAIJ *)mat->data; 10d9653453SSatish Balay Mat_SeqBAIJ *B = (Mat_SeqBAIJ *)(baij->B->data); 11b24ad042SBarry Smith PetscInt i, j, *aj = B->j, ec = 0, *garray; 12d0f46423SBarry Smith PetscInt bs = mat->rmap->bs, *stmp; 138016bdd1SSatish Balay IS from, to; 148016bdd1SSatish Balay Vec gvec; 15aa482453SBarry Smith #if defined(PETSC_USE_CTABLE) 160f5bd95cSBarry Smith PetscTable gid1_lid1; 170f5bd95cSBarry Smith PetscTablePosition tpos; 18b24ad042SBarry Smith PetscInt gid, lid; 196f531f54SSatish Balay #else 20b24ad042SBarry Smith PetscInt Nbs = baij->Nbs, *indices; 2173a2e727SSatish Balay #endif 228016bdd1SSatish Balay 233a40ed3dSBarry Smith PetscFunctionBegin; 24aa482453SBarry Smith #if defined(PETSC_USE_CTABLE) 2573a2e727SSatish Balay /* use a table - Mark Adams */ 269566063dSJacob Faibussowitsch PetscCall(PetscTableCreate(B->mbs, baij->Nbs + 1, &gid1_lid1)); 2773a2e727SSatish Balay for (i = 0; i < B->mbs; i++) { 2873a2e727SSatish Balay for (j = 0; j < B->ilen[i]; j++) { 29b24ad042SBarry Smith PetscInt data, gid1 = aj[B->i[i] + j] + 1; 309566063dSJacob Faibussowitsch PetscCall(PetscTableFind(gid1_lid1, gid1, &data)); 31fa46199cSSatish Balay if (!data) { 3273a2e727SSatish Balay /* one based table */ 339566063dSJacob Faibussowitsch PetscCall(PetscTableAdd(gid1_lid1, gid1, ++ec, INSERT_VALUES)); 3473a2e727SSatish Balay } 3573a2e727SSatish Balay } 3673a2e727SSatish Balay } 3773a2e727SSatish Balay /* form array of columns we need */ 389566063dSJacob Faibussowitsch PetscCall(PetscMalloc1(ec, &garray)); 399566063dSJacob Faibussowitsch PetscCall(PetscTableGetHeadPosition(gid1_lid1, &tpos)); 4073a2e727SSatish Balay while (tpos) { 419566063dSJacob Faibussowitsch PetscCall(PetscTableGetNext(gid1_lid1, &tpos, &gid, &lid)); 429371c9d4SSatish Balay gid--; 439371c9d4SSatish Balay lid--; 4473a2e727SSatish Balay garray[lid] = gid; 4573a2e727SSatish Balay } 469566063dSJacob Faibussowitsch PetscCall(PetscSortInt(ec, garray)); 479566063dSJacob Faibussowitsch PetscCall(PetscTableRemoveAll(gid1_lid1)); 48*48a46eb9SPierre Jolivet for (i = 0; i < ec; i++) PetscCall(PetscTableAdd(gid1_lid1, garray[i] + 1, i + 1, INSERT_VALUES)); 4973a2e727SSatish Balay /* compact out the extra columns in B */ 5073a2e727SSatish Balay for (i = 0; i < B->mbs; i++) { 5173a2e727SSatish Balay for (j = 0; j < B->ilen[i]; j++) { 52b24ad042SBarry Smith PetscInt gid1 = aj[B->i[i] + j] + 1; 539566063dSJacob Faibussowitsch PetscCall(PetscTableFind(gid1_lid1, gid1, &lid)); 54fa46199cSSatish Balay lid--; 5573a2e727SSatish Balay aj[B->i[i] + j] = lid; 5673a2e727SSatish Balay } 5773a2e727SSatish Balay } 5873a2e727SSatish Balay B->nbs = ec; 599566063dSJacob Faibussowitsch PetscCall(PetscLayoutDestroy(&baij->B->cmap)); 609566063dSJacob Faibussowitsch PetscCall(PetscLayoutCreateFromSizes(PetscObjectComm((PetscObject)baij->B), ec * mat->rmap->bs, ec * mat->rmap->bs, mat->rmap->bs, &baij->B->cmap)); 619566063dSJacob Faibussowitsch PetscCall(PetscTableDestroy(&gid1_lid1)); 6273a2e727SSatish Balay #else 63435da068SBarry Smith /* Make an array as long as the number of columns */ 64d9653453SSatish Balay /* mark those columns that are in baij->B */ 659566063dSJacob Faibussowitsch PetscCall(PetscCalloc1(Nbs, &indices)); 66d9653453SSatish Balay for (i = 0; i < B->mbs; i++) { 678016bdd1SSatish Balay for (j = 0; j < B->ilen[i]; j++) { 68d9653453SSatish Balay if (!indices[aj[B->i[i] + j]]) ec++; 69d9653453SSatish Balay indices[aj[B->i[i] + j]] = 1; 708016bdd1SSatish Balay } 718016bdd1SSatish Balay } 728016bdd1SSatish Balay 738016bdd1SSatish Balay /* form array of columns we need */ 749566063dSJacob Faibussowitsch PetscCall(PetscMalloc1(ec, &garray)); 758016bdd1SSatish Balay ec = 0; 76d9653453SSatish Balay for (i = 0; i < Nbs; i++) { 779371c9d4SSatish Balay if (indices[i]) { garray[ec++] = i; } 788016bdd1SSatish Balay } 798016bdd1SSatish Balay 808016bdd1SSatish Balay /* make indices now point into garray */ 819371c9d4SSatish Balay for (i = 0; i < ec; i++) { indices[garray[i]] = i; } 828016bdd1SSatish Balay 838016bdd1SSatish Balay /* compact out the extra columns in B */ 84d9653453SSatish Balay for (i = 0; i < B->mbs; i++) { 859371c9d4SSatish Balay for (j = 0; j < B->ilen[i]; j++) { aj[B->i[i] + j] = indices[aj[B->i[i] + j]]; } 868016bdd1SSatish Balay } 87d9653453SSatish Balay B->nbs = ec; 889566063dSJacob Faibussowitsch PetscCall(PetscLayoutDestroy(&baij->B->cmap)); 899566063dSJacob Faibussowitsch PetscCall(PetscLayoutCreateFromSizes(PetscObjectComm((PetscObject)baij->B), ec * mat->rmap->bs, ec * mat->rmap->bs, mat->rmap->bs, &baij->B->cmap)); 909566063dSJacob Faibussowitsch PetscCall(PetscFree(indices)); 9173a2e727SSatish Balay #endif 928016bdd1SSatish Balay 938016bdd1SSatish Balay /* create local vector that is used to scatter into */ 949566063dSJacob Faibussowitsch PetscCall(VecCreateSeq(PETSC_COMM_SELF, ec * bs, &baij->lvec)); 958016bdd1SSatish Balay 96c16cb8f2SBarry Smith /* create two temporary index sets for building scatter-gather */ 979566063dSJacob Faibussowitsch PetscCall(ISCreateBlock(PETSC_COMM_SELF, bs, ec, garray, PETSC_COPY_VALUES, &from)); 98c16cb8f2SBarry Smith 999566063dSJacob Faibussowitsch PetscCall(PetscMalloc1(ec, &stmp)); 10026fbe8dcSKarl Rupp for (i = 0; i < ec; i++) stmp[i] = i; 1019566063dSJacob Faibussowitsch PetscCall(ISCreateBlock(PETSC_COMM_SELF, bs, ec, stmp, PETSC_OWN_POINTER, &to)); 1028016bdd1SSatish Balay 1038016bdd1SSatish Balay /* create temporary global vector to generate scatter context */ 1049566063dSJacob Faibussowitsch PetscCall(VecCreateMPIWithArray(PetscObjectComm((PetscObject)mat), 1, mat->cmap->n, mat->cmap->N, NULL, &gvec)); 1058016bdd1SSatish Balay 1069566063dSJacob Faibussowitsch PetscCall(VecScatterCreate(gvec, from, baij->lvec, to, &baij->Mvctx)); 1079566063dSJacob Faibussowitsch PetscCall(VecScatterViewFromOptions(baij->Mvctx, (PetscObject)mat, "-matmult_vecscatter_view")); 10890f02eecSBarry Smith 1099566063dSJacob Faibussowitsch PetscCall(PetscLogObjectParent((PetscObject)mat, (PetscObject)baij->Mvctx)); 1109566063dSJacob Faibussowitsch PetscCall(PetscLogObjectParent((PetscObject)mat, (PetscObject)baij->lvec)); 1119566063dSJacob Faibussowitsch PetscCall(PetscLogObjectParent((PetscObject)mat, (PetscObject)from)); 1129566063dSJacob Faibussowitsch PetscCall(PetscLogObjectParent((PetscObject)mat, (PetscObject)to)); 11326fbe8dcSKarl Rupp 114d9653453SSatish Balay baij->garray = garray; 11526fbe8dcSKarl Rupp 1169566063dSJacob Faibussowitsch PetscCall(PetscLogObjectMemory((PetscObject)mat, ec * sizeof(PetscInt))); 1179566063dSJacob Faibussowitsch PetscCall(ISDestroy(&from)); 1189566063dSJacob Faibussowitsch PetscCall(ISDestroy(&to)); 1199566063dSJacob Faibussowitsch PetscCall(VecDestroy(&gvec)); 1203a40ed3dSBarry Smith PetscFunctionReturn(0); 1218016bdd1SSatish Balay } 1228016bdd1SSatish Balay 1238016bdd1SSatish Balay /* 124d9653453SSatish Balay Takes the local part of an already assembled MPIBAIJ matrix 1258016bdd1SSatish Balay and disassembles it. This is to allow new nonzeros into the matrix 1268016bdd1SSatish Balay that require more communication in the matrix vector multiply. 1278016bdd1SSatish Balay Thus certain data-structures must be rebuilt. 1288016bdd1SSatish Balay 1298016bdd1SSatish Balay Kind of slow! But that's what application programmers get when 1308016bdd1SSatish Balay they are sloppy. 1318016bdd1SSatish Balay */ 1329371c9d4SSatish Balay PetscErrorCode MatDisAssemble_MPIBAIJ(Mat A) { 133d9653453SSatish Balay Mat_MPIBAIJ *baij = (Mat_MPIBAIJ *)A->data; 134d9653453SSatish Balay Mat B = baij->B, Bnew; 135d9653453SSatish Balay Mat_SeqBAIJ *Bbaij = (Mat_SeqBAIJ *)B->data; 136d0f46423SBarry Smith PetscInt i, j, mbs = Bbaij->mbs, n = A->cmap->N, col, *garray = baij->garray; 137d0f46423SBarry Smith PetscInt bs2 = baij->bs2, *nz, ec, m = A->rmap->n; 1383eda8832SBarry Smith MatScalar *a = Bbaij->a; 139dd6ea824SBarry Smith MatScalar *atmp; 14097e5c40aSBarry Smith 1413a40ed3dSBarry Smith PetscFunctionBegin; 1428016bdd1SSatish Balay /* free stuff related to matrix-vec multiply */ 1439566063dSJacob Faibussowitsch PetscCall(VecGetSize(baij->lvec, &ec)); /* needed for PetscLogObjectMemory below */ 1449371c9d4SSatish Balay PetscCall(VecDestroy(&baij->lvec)); 1459371c9d4SSatish Balay baij->lvec = NULL; 1469371c9d4SSatish Balay PetscCall(VecScatterDestroy(&baij->Mvctx)); 1479371c9d4SSatish Balay baij->Mvctx = NULL; 148d9653453SSatish Balay if (baij->colmap) { 149aa482453SBarry Smith #if defined(PETSC_USE_CTABLE) 1509566063dSJacob Faibussowitsch PetscCall(PetscTableDestroy(&baij->colmap)); 15148e59246SSatish Balay #else 1529566063dSJacob Faibussowitsch PetscCall(PetscFree(baij->colmap)); 1539566063dSJacob Faibussowitsch PetscCall(PetscLogObjectMemory((PetscObject)A, -Bbaij->nbs * sizeof(PetscInt))); 15448e59246SSatish Balay #endif 1558016bdd1SSatish Balay } 1568016bdd1SSatish Balay 1578016bdd1SSatish Balay /* make sure that B is assembled so we can access its values */ 1589566063dSJacob Faibussowitsch PetscCall(MatAssemblyBegin(B, MAT_FINAL_ASSEMBLY)); 1599566063dSJacob Faibussowitsch PetscCall(MatAssemblyEnd(B, MAT_FINAL_ASSEMBLY)); 1608016bdd1SSatish Balay 1618016bdd1SSatish Balay /* invent new B and copy stuff over */ 1629566063dSJacob Faibussowitsch PetscCall(PetscMalloc1(mbs, &nz)); 1639371c9d4SSatish Balay for (i = 0; i < mbs; i++) { nz[i] = Bbaij->i[i + 1] - Bbaij->i[i]; } 1649566063dSJacob Faibussowitsch PetscCall(MatCreate(PetscObjectComm((PetscObject)B), &Bnew)); 1659566063dSJacob Faibussowitsch PetscCall(MatSetSizes(Bnew, m, n, m, n)); 1669566063dSJacob Faibussowitsch PetscCall(MatSetType(Bnew, ((PetscObject)B)->type_name)); 1679566063dSJacob Faibussowitsch PetscCall(MatSeqBAIJSetPreallocation(Bnew, B->rmap->bs, 0, nz)); 168b38c15b3SStefano Zampini if (Bbaij->nonew >= 0) { /* Inherit insertion error options (if positive). */ 169b38c15b3SStefano Zampini ((Mat_SeqBAIJ *)Bnew->data)->nonew = Bbaij->nonew; 170b38c15b3SStefano Zampini } 17126fbe8dcSKarl Rupp 1729566063dSJacob Faibussowitsch PetscCall(MatSetOption(Bnew, MAT_ROW_ORIENTED, PETSC_FALSE)); 17377341eacSDmitry Karpeev /* 17477341eacSDmitry Karpeev Ensure that B's nonzerostate is monotonically increasing. 17577341eacSDmitry Karpeev Or should this follow the MatSetValuesBlocked() loop to preserve B's nonzerstate across a MatDisAssemble() call? 17677341eacSDmitry Karpeev */ 17777341eacSDmitry Karpeev Bnew->nonzerostate = B->nonzerostate; 178d9653453SSatish Balay 179bba1ac68SSatish Balay for (i = 0; i < mbs; i++) { 180bba1ac68SSatish Balay for (j = Bbaij->i[i]; j < Bbaij->i[i + 1]; j++) { 181bba1ac68SSatish Balay col = garray[Bbaij->j[j]]; 1823eda8832SBarry Smith atmp = a + j * bs2; 1839566063dSJacob Faibussowitsch PetscCall(MatSetValuesBlocked_SeqBAIJ(Bnew, 1, &i, 1, &col, atmp, B->insertmode)); 1848016bdd1SSatish Balay } 1858016bdd1SSatish Balay } 1869566063dSJacob Faibussowitsch PetscCall(MatSetOption(Bnew, MAT_ROW_ORIENTED, PETSC_TRUE)); 187bba1ac68SSatish Balay 1889566063dSJacob Faibussowitsch PetscCall(PetscFree(nz)); 1899566063dSJacob Faibussowitsch PetscCall(PetscFree(baij->garray)); 1909566063dSJacob Faibussowitsch PetscCall(PetscLogObjectMemory((PetscObject)A, -ec * sizeof(PetscInt))); 1919566063dSJacob Faibussowitsch PetscCall(MatDestroy(&B)); 1929566063dSJacob Faibussowitsch PetscCall(PetscLogObjectParent((PetscObject)A, (PetscObject)Bnew)); 19326fbe8dcSKarl Rupp 194d9653453SSatish Balay baij->B = Bnew; 1958016bdd1SSatish Balay A->was_assembled = PETSC_FALSE; 1966a719282SBarry Smith A->assembled = PETSC_FALSE; 1973a40ed3dSBarry Smith PetscFunctionReturn(0); 1988016bdd1SSatish Balay } 1998016bdd1SSatish Balay 20004f1ad80SBarry Smith /* ugly stuff added for Glenn someday we should fix this up */ 20104f1ad80SBarry Smith 202f4259b30SLisandro Dalcin static PetscInt *uglyrmapd = NULL, *uglyrmapo = NULL; /* mapping from the local ordering to the "diagonal" and "off-diagonal" parts of the local matrix */ 203f4259b30SLisandro Dalcin static Vec uglydd = NULL, uglyoo = NULL; /* work vectors used to scale the two parts of the local matrix */ 20404f1ad80SBarry Smith 2059371c9d4SSatish Balay PetscErrorCode MatMPIBAIJDiagonalScaleLocalSetUp(Mat inA, Vec scale) { 20604f1ad80SBarry Smith Mat_MPIBAIJ *ina = (Mat_MPIBAIJ *)inA->data; /*access private part of matrix */ 20704f1ad80SBarry Smith Mat_SeqBAIJ *B = (Mat_SeqBAIJ *)ina->B->data; 208d0f46423SBarry Smith PetscInt bs = inA->rmap->bs, i, n, nt, j, cstart, cend, no, *garray = ina->garray, *lindices; 209b24ad042SBarry Smith PetscInt *r_rmapd, *r_rmapo; 21004f1ad80SBarry Smith 21104f1ad80SBarry Smith PetscFunctionBegin; 2129566063dSJacob Faibussowitsch PetscCall(MatGetOwnershipRange(inA, &cstart, &cend)); 2139566063dSJacob Faibussowitsch PetscCall(MatGetSize(ina->A, NULL, &n)); 2149566063dSJacob Faibussowitsch PetscCall(PetscCalloc1(inA->rmap->mapping->n + 1, &r_rmapd)); 21504f1ad80SBarry Smith nt = 0; 21645b6f7e9SBarry Smith for (i = 0; i < inA->rmap->mapping->n; i++) { 21745b6f7e9SBarry Smith if (inA->rmap->mapping->indices[i] * bs >= cstart && inA->rmap->mapping->indices[i] * bs < cend) { 21804f1ad80SBarry Smith nt++; 21945b6f7e9SBarry Smith r_rmapd[i] = inA->rmap->mapping->indices[i] + 1; 22004f1ad80SBarry Smith } 22104f1ad80SBarry Smith } 22208401ef6SPierre Jolivet PetscCheck(nt * bs == n, PETSC_COMM_SELF, PETSC_ERR_PLIB, "Hmm nt*bs %" PetscInt_FMT " n %" PetscInt_FMT, nt * bs, n); 2239566063dSJacob Faibussowitsch PetscCall(PetscMalloc1(n + 1, &uglyrmapd)); 22445b6f7e9SBarry Smith for (i = 0; i < inA->rmap->mapping->n; i++) { 22504f1ad80SBarry Smith if (r_rmapd[i]) { 2269371c9d4SSatish Balay for (j = 0; j < bs; j++) { uglyrmapd[(r_rmapd[i] - 1) * bs + j - cstart] = i * bs + j; } 22704f1ad80SBarry Smith } 22804f1ad80SBarry Smith } 2299566063dSJacob Faibussowitsch PetscCall(PetscFree(r_rmapd)); 2309566063dSJacob Faibussowitsch PetscCall(VecCreateSeq(PETSC_COMM_SELF, n, &uglydd)); 23104f1ad80SBarry Smith 2329566063dSJacob Faibussowitsch PetscCall(PetscCalloc1(ina->Nbs + 1, &lindices)); 2339371c9d4SSatish Balay for (i = 0; i < B->nbs; i++) { lindices[garray[i]] = i + 1; } 23445b6f7e9SBarry Smith no = inA->rmap->mapping->n - nt; 2359566063dSJacob Faibussowitsch PetscCall(PetscCalloc1(inA->rmap->mapping->n + 1, &r_rmapo)); 23604f1ad80SBarry Smith nt = 0; 23745b6f7e9SBarry Smith for (i = 0; i < inA->rmap->mapping->n; i++) { 23845b6f7e9SBarry Smith if (lindices[inA->rmap->mapping->indices[i]]) { 23904f1ad80SBarry Smith nt++; 24045b6f7e9SBarry Smith r_rmapo[i] = lindices[inA->rmap->mapping->indices[i]]; 24104f1ad80SBarry Smith } 24204f1ad80SBarry Smith } 24308401ef6SPierre Jolivet PetscCheck(nt <= no, PETSC_COMM_SELF, PETSC_ERR_PLIB, "Hmm nt %" PetscInt_FMT " no %" PetscInt_FMT, nt, n); 2449566063dSJacob Faibussowitsch PetscCall(PetscFree(lindices)); 2459566063dSJacob Faibussowitsch PetscCall(PetscMalloc1(nt * bs + 1, &uglyrmapo)); 24645b6f7e9SBarry Smith for (i = 0; i < inA->rmap->mapping->n; i++) { 24704f1ad80SBarry Smith if (r_rmapo[i]) { 2489371c9d4SSatish Balay for (j = 0; j < bs; j++) { uglyrmapo[(r_rmapo[i] - 1) * bs + j] = i * bs + j; } 24904f1ad80SBarry Smith } 25004f1ad80SBarry Smith } 2519566063dSJacob Faibussowitsch PetscCall(PetscFree(r_rmapo)); 2529566063dSJacob Faibussowitsch PetscCall(VecCreateSeq(PETSC_COMM_SELF, nt * bs, &uglyoo)); 25304f1ad80SBarry Smith PetscFunctionReturn(0); 25404f1ad80SBarry Smith } 25504f1ad80SBarry Smith 2569371c9d4SSatish Balay PetscErrorCode MatMPIBAIJDiagonalScaleLocal(Mat A, Vec scale) { 25792b32695SKris Buschelman /* This routine should really be abandoned as it duplicates MatDiagonalScaleLocal */ 25892b32695SKris Buschelman 25992b32695SKris Buschelman PetscFunctionBegin; 260cac4c232SBarry Smith PetscTryMethod(A, "MatDiagonalScaleLocal_C", (Mat, Vec), (A, scale)); 26192b32695SKris Buschelman PetscFunctionReturn(0); 26292b32695SKris Buschelman } 26392b32695SKris Buschelman 2649371c9d4SSatish Balay PetscErrorCode MatDiagonalScaleLocal_MPIBAIJ(Mat A, Vec scale) { 26504f1ad80SBarry Smith Mat_MPIBAIJ *a = (Mat_MPIBAIJ *)A->data; /*access private part of matrix */ 266b24ad042SBarry Smith PetscInt n, i; 267bca11509SBarry Smith PetscScalar *d, *o; 268bca11509SBarry Smith const PetscScalar *s; 26904f1ad80SBarry Smith 27004f1ad80SBarry Smith PetscFunctionBegin; 271*48a46eb9SPierre Jolivet if (!uglyrmapd) PetscCall(MatMPIBAIJDiagonalScaleLocalSetUp(A, scale)); 2722cd6534aSBarry Smith 2739566063dSJacob Faibussowitsch PetscCall(VecGetArrayRead(scale, &s)); 27404f1ad80SBarry Smith 2759566063dSJacob Faibussowitsch PetscCall(VecGetLocalSize(uglydd, &n)); 2769566063dSJacob Faibussowitsch PetscCall(VecGetArray(uglydd, &d)); 2779371c9d4SSatish Balay for (i = 0; i < n; i++) { d[i] = s[uglyrmapd[i]]; /* copy "diagonal" (true local) portion of scale into dd vector */ } 2789566063dSJacob Faibussowitsch PetscCall(VecRestoreArray(uglydd, &d)); 27904f1ad80SBarry Smith /* column scale "diagonal" portion of local matrix */ 2809566063dSJacob Faibussowitsch PetscCall(MatDiagonalScale(a->A, NULL, uglydd)); 28104f1ad80SBarry Smith 2829566063dSJacob Faibussowitsch PetscCall(VecGetLocalSize(uglyoo, &n)); 2839566063dSJacob Faibussowitsch PetscCall(VecGetArray(uglyoo, &o)); 2849371c9d4SSatish Balay for (i = 0; i < n; i++) { o[i] = s[uglyrmapo[i]]; /* copy "off-diagonal" portion of scale into oo vector */ } 2859566063dSJacob Faibussowitsch PetscCall(VecRestoreArrayRead(scale, &s)); 2869566063dSJacob Faibussowitsch PetscCall(VecRestoreArray(uglyoo, &o)); 28704f1ad80SBarry Smith /* column scale "off-diagonal" portion of local matrix */ 2889566063dSJacob Faibussowitsch PetscCall(MatDiagonalScale(a->B, NULL, uglyoo)); 28904f1ad80SBarry Smith PetscFunctionReturn(0); 29004f1ad80SBarry Smith } 291