1be1d678aSKris Buschelman 28c79f6d3SBarry Smith /* 38c79f6d3SBarry Smith Support for the parallel AIJ matrix vector multiply 48c79f6d3SBarry Smith */ 5c6db04a5SJed Brown #include <../src/mat/impls/aij/mpi/mpiaij.h> 6af0996ceSBarry Smith #include <petsc/private/isimpl.h> /* needed because accesses data structure of ISLocalToGlobalMapping directly */ 78c79f6d3SBarry Smith 8dfbe8321SBarry Smith PetscErrorCode MatSetUpMultiply_MPIAIJ(Mat mat) 98c79f6d3SBarry Smith { 1044a69424SLois Curfman McInnes Mat_MPIAIJ *aij = (Mat_MPIAIJ*)mat->data; 11ec8511deSBarry Smith Mat_SeqAIJ *B = (Mat_SeqAIJ*)(aij->B->data); 126849ba73SBarry Smith PetscErrorCode ierr; 13b1d57f15SBarry Smith PetscInt i,j,*aj = B->j,ec = 0,*garray; 141eb62cbbSBarry Smith IS from,to; 151eb62cbbSBarry Smith Vec gvec; 16aa482453SBarry Smith #if defined(PETSC_USE_CTABLE) 170f5bd95cSBarry Smith PetscTable gid1_lid1; 180f5bd95cSBarry Smith PetscTablePosition tpos; 19b1d57f15SBarry Smith PetscInt gid,lid; 206f531f54SSatish Balay #else 21d0f46423SBarry Smith PetscInt N = mat->cmap->N,*indices; 222066d6f7SSatish Balay #endif 232066d6f7SSatish Balay 243a40ed3dSBarry Smith PetscFunctionBegin; 25*4b8d542aSHong Zhang if (!aij->garray) { 26aa482453SBarry Smith #if defined(PETSC_USE_CTABLE) 27c5bfad50SMark F. Adams /* use a table */ 28e23dfa41SBarry Smith ierr = PetscTableCreate(aij->B->rmap->n,mat->cmap->N+1,&gid1_lid1);CHKERRQ(ierr); 29d0f46423SBarry Smith for (i=0; i<aij->B->rmap->n; i++) { 302066d6f7SSatish Balay for (j=0; j<B->ilen[i]; j++) { 31b1d57f15SBarry Smith PetscInt data,gid1 = aj[B->i[i] + j] + 1; 320f5bd95cSBarry Smith ierr = PetscTableFind(gid1_lid1,gid1,&data);CHKERRQ(ierr); 33fa46199cSSatish Balay if (!data) { 342066d6f7SSatish Balay /* one based table */ 353861aac3SJed Brown ierr = PetscTableAdd(gid1_lid1,gid1,++ec,INSERT_VALUES);CHKERRQ(ierr); 362066d6f7SSatish Balay } 372066d6f7SSatish Balay } 382066d6f7SSatish Balay } 392066d6f7SSatish Balay /* form array of columns we need */ 40854ce69bSBarry Smith ierr = PetscMalloc1(ec+1,&garray);CHKERRQ(ierr); 410f5bd95cSBarry Smith ierr = PetscTableGetHeadPosition(gid1_lid1,&tpos);CHKERRQ(ierr); 422066d6f7SSatish Balay while (tpos) { 430f5bd95cSBarry Smith ierr = PetscTableGetNext(gid1_lid1,&tpos,&gid,&lid);CHKERRQ(ierr); 44b0a32e0cSBarry Smith gid--; 45b0a32e0cSBarry Smith lid--; 462066d6f7SSatish Balay garray[lid] = gid; 472066d6f7SSatish Balay } 480064e2bbSSatish Balay ierr = PetscSortInt(ec,garray);CHKERRQ(ierr); /* sort, and rebuild */ 490f5bd95cSBarry Smith ierr = PetscTableRemoveAll(gid1_lid1);CHKERRQ(ierr); 502066d6f7SSatish Balay for (i=0; i<ec; i++) { 513861aac3SJed Brown ierr = PetscTableAdd(gid1_lid1,garray[i]+1,i+1,INSERT_VALUES);CHKERRQ(ierr); 522066d6f7SSatish Balay } 532066d6f7SSatish Balay /* compact out the extra columns in B */ 54d0f46423SBarry Smith for (i=0; i<aij->B->rmap->n; i++) { 552066d6f7SSatish Balay for (j=0; j<B->ilen[i]; j++) { 56b1d57f15SBarry Smith PetscInt gid1 = aj[B->i[i] + j] + 1; 570f5bd95cSBarry Smith ierr = PetscTableFind(gid1_lid1,gid1,&lid);CHKERRQ(ierr); 58fa46199cSSatish Balay lid--; 59b3fb0a6cSMatthew Knepley aj[B->i[i] + j] = lid; 602066d6f7SSatish Balay } 612066d6f7SSatish Balay } 62d0f46423SBarry Smith aij->B->cmap->n = aij->B->cmap->N = ec; 63cdce4254SBarry Smith aij->B->cmap->bs = 1; 642205254eSKarl Rupp 6526283091SBarry Smith ierr = PetscLayoutSetUp((aij->B->cmap));CHKERRQ(ierr); 666bc0bbbfSBarry Smith ierr = PetscTableDestroy(&gid1_lid1);CHKERRQ(ierr); 672066d6f7SSatish Balay #else 6811285404SBarry Smith /* Make an array as long as the number of columns */ 691eb62cbbSBarry Smith /* mark those columns that are in aij->B */ 701795a4d1SJed Brown ierr = PetscCalloc1(N+1,&indices);CHKERRQ(ierr); 71d0f46423SBarry Smith for (i=0; i<aij->B->rmap->n; i++) { 72d6dfbf8fSBarry Smith for (j=0; j<B->ilen[i]; j++) { 73bfec09a0SHong Zhang if (!indices[aj[B->i[i] + j]]) ec++; 74bfec09a0SHong Zhang indices[aj[B->i[i] + j]] = 1; 75416022c9SBarry Smith } 761eb62cbbSBarry Smith } 778c79f6d3SBarry Smith 781eb62cbbSBarry Smith /* form array of columns we need */ 79854ce69bSBarry Smith ierr = PetscMalloc1(ec+1,&garray);CHKERRQ(ierr); 801eb62cbbSBarry Smith ec = 0; 811eb62cbbSBarry Smith for (i=0; i<N; i++) { 821eb62cbbSBarry Smith if (indices[i]) garray[ec++] = i; 831eb62cbbSBarry Smith } 841eb62cbbSBarry Smith 851eb62cbbSBarry Smith /* make indices now point into garray */ 861eb62cbbSBarry Smith for (i=0; i<ec; i++) { 87bfec09a0SHong Zhang indices[garray[i]] = i; 881eb62cbbSBarry Smith } 891eb62cbbSBarry Smith 901eb62cbbSBarry Smith /* compact out the extra columns in B */ 91d0f46423SBarry Smith for (i=0; i<aij->B->rmap->n; i++) { 92d6dfbf8fSBarry Smith for (j=0; j<B->ilen[i]; j++) { 93bfec09a0SHong Zhang aj[B->i[i] + j] = indices[aj[B->i[i] + j]]; 941eb62cbbSBarry Smith } 95d6dfbf8fSBarry Smith } 96d0f46423SBarry Smith aij->B->cmap->n = aij->B->cmap->N = ec; 97cd0e7f71SBarry Smith aij->B->cmap->bs = 1; 982205254eSKarl Rupp 9926283091SBarry Smith ierr = PetscLayoutSetUp((aij->B->cmap));CHKERRQ(ierr); 100606d414cSSatish Balay ierr = PetscFree(indices);CHKERRQ(ierr); 1012066d6f7SSatish Balay #endif 102*4b8d542aSHong Zhang } else { 103*4b8d542aSHong Zhang garray = aij->garray; 104*4b8d542aSHong Zhang } 105*4b8d542aSHong Zhang 106*4b8d542aSHong Zhang if (!aij->lvec) { 1071eb62cbbSBarry Smith /* create local vector that is used to scatter into */ 108029af93fSBarry Smith ierr = VecCreateSeq(PETSC_COMM_SELF,ec,&aij->lvec);CHKERRQ(ierr); 109*4b8d542aSHong Zhang } else { 110*4b8d542aSHong Zhang ierr = VecGetSize(aij->lvec,&ec);CHKERRQ(ierr); 111*4b8d542aSHong Zhang } 1121eb62cbbSBarry Smith 113d6dfbf8fSBarry Smith /* create two temporary Index sets for build scatter gather */ 11470b3c8c7SBarry Smith ierr = ISCreateGeneral(((PetscObject)mat)->comm,ec,garray,PETSC_COPY_VALUES,&from);CHKERRQ(ierr); 115c5bfad50SMark F. Adams 116029af93fSBarry Smith ierr = ISCreateStride(PETSC_COMM_SELF,ec,0,1,&to);CHKERRQ(ierr); 1171eb62cbbSBarry Smith 1181eb62cbbSBarry Smith /* create temporary global vector to generate scatter context */ 119b5eb4454SBarry Smith /* This does not allocate the array's memory so is efficient */ 120ce94432eSBarry Smith ierr = VecCreateMPIWithArray(PetscObjectComm((PetscObject)mat),1,mat->cmap->n,mat->cmap->N,NULL,&gvec);CHKERRQ(ierr); 1211eb62cbbSBarry Smith 1222d336d48SLois Curfman McInnes /* generate the scatter context */ 123*4b8d542aSHong Zhang if (aij->Mvctx_mpi1_flg) { 124*4b8d542aSHong Zhang ierr = VecScatterCreateMPI1(gvec,from,aij->lvec,to,&aij->Mvctx_mpi1);CHKERRQ(ierr); 125*4b8d542aSHong Zhang ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)aij->Mvctx_mpi1);CHKERRQ(ierr); 126*4b8d542aSHong Zhang } else { 12708480c60SBarry Smith ierr = VecScatterCreate(gvec,from,aij->lvec,to,&aij->Mvctx);CHKERRQ(ierr); 1283bb1ff40SBarry Smith ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)aij->Mvctx);CHKERRQ(ierr); 1293bb1ff40SBarry Smith ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)aij->lvec);CHKERRQ(ierr); 130*4b8d542aSHong Zhang ierr = PetscLogObjectMemory((PetscObject)mat,(ec+1)*sizeof(PetscInt));CHKERRQ(ierr); 131*4b8d542aSHong Zhang aij->garray = garray; 132*4b8d542aSHong Zhang } 133*4b8d542aSHong Zhang 1343bb1ff40SBarry Smith ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)from);CHKERRQ(ierr); 1353bb1ff40SBarry Smith ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)to);CHKERRQ(ierr); 1362205254eSKarl Rupp 1376bf464f9SBarry Smith ierr = ISDestroy(&from);CHKERRQ(ierr); 1386bf464f9SBarry Smith ierr = ISDestroy(&to);CHKERRQ(ierr); 1396bf464f9SBarry Smith ierr = VecDestroy(&gvec);CHKERRQ(ierr); 1403a40ed3dSBarry Smith PetscFunctionReturn(0); 1418c79f6d3SBarry Smith } 1429e25ed09SBarry Smith 1432493cbb0SBarry Smith /* 1442493cbb0SBarry Smith Takes the local part of an already assembled MPIAIJ matrix 1452493cbb0SBarry Smith and disassembles it. This is to allow new nonzeros into the matrix 1462493cbb0SBarry Smith that require more communication in the matrix vector multiply. 1472493cbb0SBarry Smith Thus certain data-structures must be rebuilt. 1482493cbb0SBarry Smith 1492493cbb0SBarry Smith Kind of slow! But that's what application programmers get when 1502493cbb0SBarry Smith they are sloppy. 1512493cbb0SBarry Smith */ 152ab9863d7SBarry Smith PetscErrorCode MatDisAssemble_MPIAIJ(Mat A) 1532493cbb0SBarry Smith { 1542493cbb0SBarry Smith Mat_MPIAIJ *aij = (Mat_MPIAIJ*)A->data; 1552493cbb0SBarry Smith Mat B = aij->B,Bnew; 156ec8511deSBarry Smith Mat_SeqAIJ *Baij = (Mat_SeqAIJ*)B->data; 157dfbe8321SBarry Smith PetscErrorCode ierr; 158d0f46423SBarry Smith PetscInt i,j,m = B->rmap->n,n = A->cmap->N,col,ct = 0,*garray = aij->garray,*nz,ec; 15987828ca2SBarry Smith PetscScalar v; 1602493cbb0SBarry Smith 1613a40ed3dSBarry Smith PetscFunctionBegin; 1622493cbb0SBarry Smith /* free stuff related to matrix-vec multiply */ 163b0a32e0cSBarry Smith ierr = VecGetSize(aij->lvec,&ec);CHKERRQ(ierr); /* needed for PetscLogObjectMemory below */ 1645e1f6667SBarry Smith ierr = VecDestroy(&aij->lvec);CHKERRQ(ierr); 1655e1f6667SBarry Smith ierr = VecScatterDestroy(&aij->Mvctx);CHKERRQ(ierr); 166464493b3SBarry Smith if (aij->colmap) { 167aa482453SBarry Smith #if defined(PETSC_USE_CTABLE) 1686bc0bbbfSBarry Smith ierr = PetscTableDestroy(&aij->colmap);CHKERRQ(ierr); 1692066d6f7SSatish Balay #else 170606d414cSSatish Balay ierr = PetscFree(aij->colmap);CHKERRQ(ierr); 1713bb1ff40SBarry Smith ierr = PetscLogObjectMemory((PetscObject)A,-aij->B->cmap->n*sizeof(PetscInt));CHKERRQ(ierr); 1722066d6f7SSatish Balay #endif 173464493b3SBarry Smith } 1742493cbb0SBarry Smith 1752493cbb0SBarry Smith /* make sure that B is assembled so we can access its values */ 1766d4a8577SBarry Smith ierr = MatAssemblyBegin(B,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); 177fe2f2677SBarry Smith ierr = MatAssemblyEnd(B,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); 1782493cbb0SBarry Smith 1792493cbb0SBarry Smith /* invent new B and copy stuff over */ 180854ce69bSBarry Smith ierr = PetscMalloc1(m+1,&nz);CHKERRQ(ierr); 18148b35521SBarry Smith for (i=0; i<m; i++) { 18248b35521SBarry Smith nz[i] = Baij->i[i+1] - Baij->i[i]; 18348b35521SBarry Smith } 184f69a0ea3SMatthew Knepley ierr = MatCreate(PETSC_COMM_SELF,&Bnew);CHKERRQ(ierr); 185f69a0ea3SMatthew Knepley ierr = MatSetSizes(Bnew,m,n,m,n);CHKERRQ(ierr); 18633d57670SJed Brown ierr = MatSetBlockSizesFromMats(Bnew,A,A);CHKERRQ(ierr); 1877adad957SLisandro Dalcin ierr = MatSetType(Bnew,((PetscObject)B)->type_name);CHKERRQ(ierr); 188f204ca49SKris Buschelman ierr = MatSeqAIJSetPreallocation(Bnew,0,nz);CHKERRQ(ierr); 1892205254eSKarl Rupp 1902576faa2SJed Brown ((Mat_SeqAIJ*)Bnew->data)->nonew = Baij->nonew; /* Inherit insertion error options. */ 19177341eacSDmitry Karpeev /* 19277341eacSDmitry Karpeev Ensure that B's nonzerostate is monotonically increasing. 19377341eacSDmitry Karpeev Or should this follow the MatSetValues() loop to preserve B's nonzerstate across a MatDisAssemble() call? 19477341eacSDmitry Karpeev */ 195f69fde56SShane Stafford Bnew->nonzerostate = B->nonzerostate; 1962205254eSKarl Rupp 197606d414cSSatish Balay ierr = PetscFree(nz);CHKERRQ(ierr); 1982493cbb0SBarry Smith for (i=0; i<m; i++) { 199bfec09a0SHong Zhang for (j=Baij->i[i]; j<Baij->i[i+1]; j++) { 200bfec09a0SHong Zhang col = garray[Baij->j[ct]]; 2012493cbb0SBarry Smith v = Baij->a[ct++]; 20283271157SBarry Smith ierr = MatSetValues(Bnew,1,&i,1,&col,&v,B->insertmode);CHKERRQ(ierr); 2032493cbb0SBarry Smith } 2042493cbb0SBarry Smith } 205606d414cSSatish Balay ierr = PetscFree(aij->garray);CHKERRQ(ierr); 2063bb1ff40SBarry Smith ierr = PetscLogObjectMemory((PetscObject)A,-ec*sizeof(PetscInt));CHKERRQ(ierr); 2076bf464f9SBarry Smith ierr = MatDestroy(&B);CHKERRQ(ierr); 2083bb1ff40SBarry Smith ierr = PetscLogObjectParent((PetscObject)A,(PetscObject)Bnew);CHKERRQ(ierr); 2092205254eSKarl Rupp 2102493cbb0SBarry Smith aij->B = Bnew; 211227d817aSBarry Smith A->was_assembled = PETSC_FALSE; 2123a40ed3dSBarry Smith PetscFunctionReturn(0); 2132493cbb0SBarry Smith } 2142493cbb0SBarry Smith 2152cd6534aSBarry Smith /* ugly stuff added for Glenn someday we should fix this up */ 2162cd6534aSBarry Smith 2172205254eSKarl Rupp static PetscInt *auglyrmapd = 0,*auglyrmapo = 0; /* mapping from the local ordering to the "diagonal" and "off-diagonal" parts of the local matrix */ 2182cd6534aSBarry Smith static Vec auglydd = 0,auglyoo = 0; /* work vectors used to scale the two parts of the local matrix */ 2192cd6534aSBarry Smith 2202cd6534aSBarry Smith 221dfbe8321SBarry Smith PetscErrorCode MatMPIAIJDiagonalScaleLocalSetUp(Mat inA,Vec scale) 2222cd6534aSBarry Smith { 2232cd6534aSBarry Smith Mat_MPIAIJ *ina = (Mat_MPIAIJ*) inA->data; /*access private part of matrix */ 224dfbe8321SBarry Smith PetscErrorCode ierr; 225b1d57f15SBarry Smith PetscInt i,n,nt,cstart,cend,no,*garray = ina->garray,*lindices; 226b1d57f15SBarry Smith PetscInt *r_rmapd,*r_rmapo; 2272cd6534aSBarry Smith 2282cd6534aSBarry Smith PetscFunctionBegin; 2292cd6534aSBarry Smith ierr = MatGetOwnershipRange(inA,&cstart,&cend);CHKERRQ(ierr); 2300298fd71SBarry Smith ierr = MatGetSize(ina->A,NULL,&n);CHKERRQ(ierr); 2311795a4d1SJed Brown ierr = PetscCalloc1(inA->rmap->mapping->n+1,&r_rmapd);CHKERRQ(ierr); 2322cd6534aSBarry Smith nt = 0; 233992144d0SBarry Smith for (i=0; i<inA->rmap->mapping->n; i++) { 234992144d0SBarry Smith if (inA->rmap->mapping->indices[i] >= cstart && inA->rmap->mapping->indices[i] < cend) { 2352cd6534aSBarry Smith nt++; 236992144d0SBarry Smith r_rmapd[i] = inA->rmap->mapping->indices[i] + 1; 2372cd6534aSBarry Smith } 2382cd6534aSBarry Smith } 239e32f2f54SBarry Smith if (nt != n) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Hmm nt %D n %D",nt,n); 240854ce69bSBarry Smith ierr = PetscMalloc1(n+1,&auglyrmapd);CHKERRQ(ierr); 241992144d0SBarry Smith for (i=0; i<inA->rmap->mapping->n; i++) { 2422cd6534aSBarry Smith if (r_rmapd[i]) { 2432cd6534aSBarry Smith auglyrmapd[(r_rmapd[i]-1)-cstart] = i; 2442cd6534aSBarry Smith } 2452cd6534aSBarry Smith } 2462cd6534aSBarry Smith ierr = PetscFree(r_rmapd);CHKERRQ(ierr); 2472cd6534aSBarry Smith ierr = VecCreateSeq(PETSC_COMM_SELF,n,&auglydd);CHKERRQ(ierr); 2482cd6534aSBarry Smith 2491795a4d1SJed Brown ierr = PetscCalloc1(inA->cmap->N+1,&lindices);CHKERRQ(ierr); 250d0f46423SBarry Smith for (i=0; i<ina->B->cmap->n; i++) { 2512cd6534aSBarry Smith lindices[garray[i]] = i+1; 2522cd6534aSBarry Smith } 253992144d0SBarry Smith no = inA->rmap->mapping->n - nt; 2541795a4d1SJed Brown ierr = PetscCalloc1(inA->rmap->mapping->n+1,&r_rmapo);CHKERRQ(ierr); 2552cd6534aSBarry Smith nt = 0; 256992144d0SBarry Smith for (i=0; i<inA->rmap->mapping->n; i++) { 257992144d0SBarry Smith if (lindices[inA->rmap->mapping->indices[i]]) { 2582cd6534aSBarry Smith nt++; 259992144d0SBarry Smith r_rmapo[i] = lindices[inA->rmap->mapping->indices[i]]; 2602cd6534aSBarry Smith } 2612cd6534aSBarry Smith } 262e32f2f54SBarry Smith if (nt > no) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Hmm nt %D no %D",nt,n); 2632cd6534aSBarry Smith ierr = PetscFree(lindices);CHKERRQ(ierr); 264854ce69bSBarry Smith ierr = PetscMalloc1(nt+1,&auglyrmapo);CHKERRQ(ierr); 265992144d0SBarry Smith for (i=0; i<inA->rmap->mapping->n; i++) { 2662cd6534aSBarry Smith if (r_rmapo[i]) { 2672cd6534aSBarry Smith auglyrmapo[(r_rmapo[i]-1)] = i; 2682cd6534aSBarry Smith } 2692cd6534aSBarry Smith } 2702cd6534aSBarry Smith ierr = PetscFree(r_rmapo);CHKERRQ(ierr); 2712cd6534aSBarry Smith ierr = VecCreateSeq(PETSC_COMM_SELF,nt,&auglyoo);CHKERRQ(ierr); 2722cd6534aSBarry Smith PetscFunctionReturn(0); 2732cd6534aSBarry Smith } 2742cd6534aSBarry Smith 275dfbe8321SBarry Smith PetscErrorCode MatMPIAIJDiagonalScaleLocal(Mat A,Vec scale) 2762cd6534aSBarry Smith { 27792b32695SKris Buschelman /* This routine should really be abandoned as it duplicates MatDiagonalScaleLocal */ 2784ac538c5SBarry Smith PetscErrorCode ierr; 27992b32695SKris Buschelman 28092b32695SKris Buschelman PetscFunctionBegin; 2814ac538c5SBarry Smith ierr = PetscTryMethod(A,"MatDiagonalScaleLocal_C",(Mat,Vec),(A,scale));CHKERRQ(ierr); 28292b32695SKris Buschelman PetscFunctionReturn(0); 28392b32695SKris Buschelman } 28492b32695SKris Buschelman 2857087cfbeSBarry Smith PetscErrorCode MatDiagonalScaleLocal_MPIAIJ(Mat A,Vec scale) 28692b32695SKris Buschelman { 2872cd6534aSBarry Smith Mat_MPIAIJ *a = (Mat_MPIAIJ*) A->data; /*access private part of matrix */ 288dfbe8321SBarry Smith PetscErrorCode ierr; 289b1d57f15SBarry Smith PetscInt n,i; 290bca11509SBarry Smith PetscScalar *d,*o; 291bca11509SBarry Smith const PetscScalar *s; 2922cd6534aSBarry Smith 2932cd6534aSBarry Smith PetscFunctionBegin; 2942cd6534aSBarry Smith if (!auglyrmapd) { 2952cd6534aSBarry Smith ierr = MatMPIAIJDiagonalScaleLocalSetUp(A,scale);CHKERRQ(ierr); 2962cd6534aSBarry Smith } 2972cd6534aSBarry Smith 298bca11509SBarry Smith ierr = VecGetArrayRead(scale,&s);CHKERRQ(ierr); 2992cd6534aSBarry Smith 3002cd6534aSBarry Smith ierr = VecGetLocalSize(auglydd,&n);CHKERRQ(ierr); 3011ebc52fbSHong Zhang ierr = VecGetArray(auglydd,&d);CHKERRQ(ierr); 3022cd6534aSBarry Smith for (i=0; i<n; i++) { 3032cd6534aSBarry Smith d[i] = s[auglyrmapd[i]]; /* copy "diagonal" (true local) portion of scale into dd vector */ 3042cd6534aSBarry Smith } 3051ebc52fbSHong Zhang ierr = VecRestoreArray(auglydd,&d);CHKERRQ(ierr); 3062cd6534aSBarry Smith /* column scale "diagonal" portion of local matrix */ 3070298fd71SBarry Smith ierr = MatDiagonalScale(a->A,NULL,auglydd);CHKERRQ(ierr); 3082cd6534aSBarry Smith 3092cd6534aSBarry Smith ierr = VecGetLocalSize(auglyoo,&n);CHKERRQ(ierr); 3101ebc52fbSHong Zhang ierr = VecGetArray(auglyoo,&o);CHKERRQ(ierr); 3112cd6534aSBarry Smith for (i=0; i<n; i++) { 3122cd6534aSBarry Smith o[i] = s[auglyrmapo[i]]; /* copy "off-diagonal" portion of scale into oo vector */ 3132cd6534aSBarry Smith } 314bca11509SBarry Smith ierr = VecRestoreArrayRead(scale,&s);CHKERRQ(ierr); 3151ebc52fbSHong Zhang ierr = VecRestoreArray(auglyoo,&o);CHKERRQ(ierr); 3162cd6534aSBarry Smith /* column scale "off-diagonal" portion of local matrix */ 3170298fd71SBarry Smith ierr = MatDiagonalScale(a->B,NULL,auglyoo);CHKERRQ(ierr); 3182cd6534aSBarry Smith PetscFunctionReturn(0); 3192cd6534aSBarry Smith } 320