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; 254b8d542aSHong 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 1024b8d542aSHong Zhang } else { 1034b8d542aSHong Zhang garray = aij->garray; 1044b8d542aSHong Zhang } 1054b8d542aSHong Zhang 1064b8d542aSHong 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); 1094b8d542aSHong Zhang } else { 1104b8d542aSHong Zhang ierr = VecGetSize(aij->lvec,&ec);CHKERRQ(ierr); 1114b8d542aSHong 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*a78d8160SHong Zhang if (aij->Mvctx_mpi1_flg) { 12401ad2aeeSHong Zhang ierr = VecScatterDestroy(&aij->Mvctx_mpi1);CHKERRQ(ierr); 1254b8d542aSHong Zhang ierr = VecScatterCreateMPI1(gvec,from,aij->lvec,to,&aij->Mvctx_mpi1);CHKERRQ(ierr); 1264b8d542aSHong Zhang ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)aij->Mvctx_mpi1);CHKERRQ(ierr); 1274b8d542aSHong Zhang } else { 1283f6a6bdaSHong Zhang ierr = VecScatterDestroy(&aij->Mvctx);CHKERRQ(ierr); 12908480c60SBarry Smith ierr = VecScatterCreate(gvec,from,aij->lvec,to,&aij->Mvctx);CHKERRQ(ierr); 1303bb1ff40SBarry Smith ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)aij->Mvctx);CHKERRQ(ierr); 1313bb1ff40SBarry Smith ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)aij->lvec);CHKERRQ(ierr); 1324b8d542aSHong Zhang ierr = PetscLogObjectMemory((PetscObject)mat,(ec+1)*sizeof(PetscInt));CHKERRQ(ierr); 1334b8d542aSHong Zhang } 13467bb5161SHong Zhang aij->garray = garray; 1354b8d542aSHong Zhang 1363bb1ff40SBarry Smith ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)from);CHKERRQ(ierr); 1373bb1ff40SBarry Smith ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)to);CHKERRQ(ierr); 1382205254eSKarl Rupp 1396bf464f9SBarry Smith ierr = ISDestroy(&from);CHKERRQ(ierr); 1406bf464f9SBarry Smith ierr = ISDestroy(&to);CHKERRQ(ierr); 1416bf464f9SBarry Smith ierr = VecDestroy(&gvec);CHKERRQ(ierr); 1423a40ed3dSBarry Smith PetscFunctionReturn(0); 1438c79f6d3SBarry Smith } 1449e25ed09SBarry Smith 1452493cbb0SBarry Smith /* 1462493cbb0SBarry Smith Takes the local part of an already assembled MPIAIJ matrix 1472493cbb0SBarry Smith and disassembles it. This is to allow new nonzeros into the matrix 1482493cbb0SBarry Smith that require more communication in the matrix vector multiply. 1492493cbb0SBarry Smith Thus certain data-structures must be rebuilt. 1502493cbb0SBarry Smith 1512493cbb0SBarry Smith Kind of slow! But that's what application programmers get when 1522493cbb0SBarry Smith they are sloppy. 1532493cbb0SBarry Smith */ 154ab9863d7SBarry Smith PetscErrorCode MatDisAssemble_MPIAIJ(Mat A) 1552493cbb0SBarry Smith { 1562493cbb0SBarry Smith Mat_MPIAIJ *aij = (Mat_MPIAIJ*)A->data; 1572493cbb0SBarry Smith Mat B = aij->B,Bnew; 158ec8511deSBarry Smith Mat_SeqAIJ *Baij = (Mat_SeqAIJ*)B->data; 159dfbe8321SBarry Smith PetscErrorCode ierr; 160d0f46423SBarry Smith PetscInt i,j,m = B->rmap->n,n = A->cmap->N,col,ct = 0,*garray = aij->garray,*nz,ec; 16187828ca2SBarry Smith PetscScalar v; 1622493cbb0SBarry Smith 1633a40ed3dSBarry Smith PetscFunctionBegin; 1642493cbb0SBarry Smith /* free stuff related to matrix-vec multiply */ 165b0a32e0cSBarry Smith ierr = VecGetSize(aij->lvec,&ec);CHKERRQ(ierr); /* needed for PetscLogObjectMemory below */ 1665e1f6667SBarry Smith ierr = VecDestroy(&aij->lvec);CHKERRQ(ierr); 167464493b3SBarry Smith if (aij->colmap) { 168aa482453SBarry Smith #if defined(PETSC_USE_CTABLE) 1696bc0bbbfSBarry Smith ierr = PetscTableDestroy(&aij->colmap);CHKERRQ(ierr); 1702066d6f7SSatish Balay #else 171606d414cSSatish Balay ierr = PetscFree(aij->colmap);CHKERRQ(ierr); 1723bb1ff40SBarry Smith ierr = PetscLogObjectMemory((PetscObject)A,-aij->B->cmap->n*sizeof(PetscInt));CHKERRQ(ierr); 1732066d6f7SSatish Balay #endif 174464493b3SBarry Smith } 1752493cbb0SBarry Smith 1762493cbb0SBarry Smith /* make sure that B is assembled so we can access its values */ 1776d4a8577SBarry Smith ierr = MatAssemblyBegin(B,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); 178fe2f2677SBarry Smith ierr = MatAssemblyEnd(B,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); 1792493cbb0SBarry Smith 1802493cbb0SBarry Smith /* invent new B and copy stuff over */ 181854ce69bSBarry Smith ierr = PetscMalloc1(m+1,&nz);CHKERRQ(ierr); 18248b35521SBarry Smith for (i=0; i<m; i++) { 18348b35521SBarry Smith nz[i] = Baij->i[i+1] - Baij->i[i]; 18448b35521SBarry Smith } 185f69a0ea3SMatthew Knepley ierr = MatCreate(PETSC_COMM_SELF,&Bnew);CHKERRQ(ierr); 186f69a0ea3SMatthew Knepley ierr = MatSetSizes(Bnew,m,n,m,n);CHKERRQ(ierr); 18733d57670SJed Brown ierr = MatSetBlockSizesFromMats(Bnew,A,A);CHKERRQ(ierr); 1887adad957SLisandro Dalcin ierr = MatSetType(Bnew,((PetscObject)B)->type_name);CHKERRQ(ierr); 189f204ca49SKris Buschelman ierr = MatSeqAIJSetPreallocation(Bnew,0,nz);CHKERRQ(ierr); 1902205254eSKarl Rupp 1912576faa2SJed Brown ((Mat_SeqAIJ*)Bnew->data)->nonew = Baij->nonew; /* Inherit insertion error options. */ 19277341eacSDmitry Karpeev /* 19377341eacSDmitry Karpeev Ensure that B's nonzerostate is monotonically increasing. 19477341eacSDmitry Karpeev Or should this follow the MatSetValues() loop to preserve B's nonzerstate across a MatDisAssemble() call? 19577341eacSDmitry Karpeev */ 196f69fde56SShane Stafford Bnew->nonzerostate = B->nonzerostate; 1972205254eSKarl Rupp 198606d414cSSatish Balay ierr = PetscFree(nz);CHKERRQ(ierr); 1992493cbb0SBarry Smith for (i=0; i<m; i++) { 200bfec09a0SHong Zhang for (j=Baij->i[i]; j<Baij->i[i+1]; j++) { 201bfec09a0SHong Zhang col = garray[Baij->j[ct]]; 2022493cbb0SBarry Smith v = Baij->a[ct++]; 20383271157SBarry Smith ierr = MatSetValues(Bnew,1,&i,1,&col,&v,B->insertmode);CHKERRQ(ierr); 2042493cbb0SBarry Smith } 2052493cbb0SBarry Smith } 206606d414cSSatish Balay ierr = PetscFree(aij->garray);CHKERRQ(ierr); 2073bb1ff40SBarry Smith ierr = PetscLogObjectMemory((PetscObject)A,-ec*sizeof(PetscInt));CHKERRQ(ierr); 2086bf464f9SBarry Smith ierr = MatDestroy(&B);CHKERRQ(ierr); 2093bb1ff40SBarry Smith ierr = PetscLogObjectParent((PetscObject)A,(PetscObject)Bnew);CHKERRQ(ierr); 2102205254eSKarl Rupp 2112493cbb0SBarry Smith aij->B = Bnew; 212227d817aSBarry Smith A->was_assembled = PETSC_FALSE; 2133a40ed3dSBarry Smith PetscFunctionReturn(0); 2142493cbb0SBarry Smith } 2152493cbb0SBarry Smith 2162cd6534aSBarry Smith /* ugly stuff added for Glenn someday we should fix this up */ 2172cd6534aSBarry Smith 2182205254eSKarl Rupp static PetscInt *auglyrmapd = 0,*auglyrmapo = 0; /* mapping from the local ordering to the "diagonal" and "off-diagonal" parts of the local matrix */ 2192cd6534aSBarry Smith static Vec auglydd = 0,auglyoo = 0; /* work vectors used to scale the two parts of the local matrix */ 2202cd6534aSBarry Smith 2212cd6534aSBarry Smith 222dfbe8321SBarry Smith PetscErrorCode MatMPIAIJDiagonalScaleLocalSetUp(Mat inA,Vec scale) 2232cd6534aSBarry Smith { 2242cd6534aSBarry Smith Mat_MPIAIJ *ina = (Mat_MPIAIJ*) inA->data; /*access private part of matrix */ 225dfbe8321SBarry Smith PetscErrorCode ierr; 226b1d57f15SBarry Smith PetscInt i,n,nt,cstart,cend,no,*garray = ina->garray,*lindices; 227b1d57f15SBarry Smith PetscInt *r_rmapd,*r_rmapo; 2282cd6534aSBarry Smith 2292cd6534aSBarry Smith PetscFunctionBegin; 2302cd6534aSBarry Smith ierr = MatGetOwnershipRange(inA,&cstart,&cend);CHKERRQ(ierr); 2310298fd71SBarry Smith ierr = MatGetSize(ina->A,NULL,&n);CHKERRQ(ierr); 2321795a4d1SJed Brown ierr = PetscCalloc1(inA->rmap->mapping->n+1,&r_rmapd);CHKERRQ(ierr); 2332cd6534aSBarry Smith nt = 0; 234992144d0SBarry Smith for (i=0; i<inA->rmap->mapping->n; i++) { 235992144d0SBarry Smith if (inA->rmap->mapping->indices[i] >= cstart && inA->rmap->mapping->indices[i] < cend) { 2362cd6534aSBarry Smith nt++; 237992144d0SBarry Smith r_rmapd[i] = inA->rmap->mapping->indices[i] + 1; 2382cd6534aSBarry Smith } 2392cd6534aSBarry Smith } 240e32f2f54SBarry Smith if (nt != n) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Hmm nt %D n %D",nt,n); 241854ce69bSBarry Smith ierr = PetscMalloc1(n+1,&auglyrmapd);CHKERRQ(ierr); 242992144d0SBarry Smith for (i=0; i<inA->rmap->mapping->n; i++) { 2432cd6534aSBarry Smith if (r_rmapd[i]) { 2442cd6534aSBarry Smith auglyrmapd[(r_rmapd[i]-1)-cstart] = i; 2452cd6534aSBarry Smith } 2462cd6534aSBarry Smith } 2472cd6534aSBarry Smith ierr = PetscFree(r_rmapd);CHKERRQ(ierr); 2482cd6534aSBarry Smith ierr = VecCreateSeq(PETSC_COMM_SELF,n,&auglydd);CHKERRQ(ierr); 2492cd6534aSBarry Smith 2501795a4d1SJed Brown ierr = PetscCalloc1(inA->cmap->N+1,&lindices);CHKERRQ(ierr); 251d0f46423SBarry Smith for (i=0; i<ina->B->cmap->n; i++) { 2522cd6534aSBarry Smith lindices[garray[i]] = i+1; 2532cd6534aSBarry Smith } 254992144d0SBarry Smith no = inA->rmap->mapping->n - nt; 2551795a4d1SJed Brown ierr = PetscCalloc1(inA->rmap->mapping->n+1,&r_rmapo);CHKERRQ(ierr); 2562cd6534aSBarry Smith nt = 0; 257992144d0SBarry Smith for (i=0; i<inA->rmap->mapping->n; i++) { 258992144d0SBarry Smith if (lindices[inA->rmap->mapping->indices[i]]) { 2592cd6534aSBarry Smith nt++; 260992144d0SBarry Smith r_rmapo[i] = lindices[inA->rmap->mapping->indices[i]]; 2612cd6534aSBarry Smith } 2622cd6534aSBarry Smith } 263e32f2f54SBarry Smith if (nt > no) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Hmm nt %D no %D",nt,n); 2642cd6534aSBarry Smith ierr = PetscFree(lindices);CHKERRQ(ierr); 265854ce69bSBarry Smith ierr = PetscMalloc1(nt+1,&auglyrmapo);CHKERRQ(ierr); 266992144d0SBarry Smith for (i=0; i<inA->rmap->mapping->n; i++) { 2672cd6534aSBarry Smith if (r_rmapo[i]) { 2682cd6534aSBarry Smith auglyrmapo[(r_rmapo[i]-1)] = i; 2692cd6534aSBarry Smith } 2702cd6534aSBarry Smith } 2712cd6534aSBarry Smith ierr = PetscFree(r_rmapo);CHKERRQ(ierr); 2722cd6534aSBarry Smith ierr = VecCreateSeq(PETSC_COMM_SELF,nt,&auglyoo);CHKERRQ(ierr); 2732cd6534aSBarry Smith PetscFunctionReturn(0); 2742cd6534aSBarry Smith } 2752cd6534aSBarry Smith 276dfbe8321SBarry Smith PetscErrorCode MatMPIAIJDiagonalScaleLocal(Mat A,Vec scale) 2772cd6534aSBarry Smith { 27892b32695SKris Buschelman /* This routine should really be abandoned as it duplicates MatDiagonalScaleLocal */ 2794ac538c5SBarry Smith PetscErrorCode ierr; 28092b32695SKris Buschelman 28192b32695SKris Buschelman PetscFunctionBegin; 2824ac538c5SBarry Smith ierr = PetscTryMethod(A,"MatDiagonalScaleLocal_C",(Mat,Vec),(A,scale));CHKERRQ(ierr); 28392b32695SKris Buschelman PetscFunctionReturn(0); 28492b32695SKris Buschelman } 28592b32695SKris Buschelman 2867087cfbeSBarry Smith PetscErrorCode MatDiagonalScaleLocal_MPIAIJ(Mat A,Vec scale) 28792b32695SKris Buschelman { 2882cd6534aSBarry Smith Mat_MPIAIJ *a = (Mat_MPIAIJ*) A->data; /*access private part of matrix */ 289dfbe8321SBarry Smith PetscErrorCode ierr; 290b1d57f15SBarry Smith PetscInt n,i; 291bca11509SBarry Smith PetscScalar *d,*o; 292bca11509SBarry Smith const PetscScalar *s; 2932cd6534aSBarry Smith 2942cd6534aSBarry Smith PetscFunctionBegin; 2952cd6534aSBarry Smith if (!auglyrmapd) { 2962cd6534aSBarry Smith ierr = MatMPIAIJDiagonalScaleLocalSetUp(A,scale);CHKERRQ(ierr); 2972cd6534aSBarry Smith } 2982cd6534aSBarry Smith 299bca11509SBarry Smith ierr = VecGetArrayRead(scale,&s);CHKERRQ(ierr); 3002cd6534aSBarry Smith 3012cd6534aSBarry Smith ierr = VecGetLocalSize(auglydd,&n);CHKERRQ(ierr); 3021ebc52fbSHong Zhang ierr = VecGetArray(auglydd,&d);CHKERRQ(ierr); 3032cd6534aSBarry Smith for (i=0; i<n; i++) { 3042cd6534aSBarry Smith d[i] = s[auglyrmapd[i]]; /* copy "diagonal" (true local) portion of scale into dd vector */ 3052cd6534aSBarry Smith } 3061ebc52fbSHong Zhang ierr = VecRestoreArray(auglydd,&d);CHKERRQ(ierr); 3072cd6534aSBarry Smith /* column scale "diagonal" portion of local matrix */ 3080298fd71SBarry Smith ierr = MatDiagonalScale(a->A,NULL,auglydd);CHKERRQ(ierr); 3092cd6534aSBarry Smith 3102cd6534aSBarry Smith ierr = VecGetLocalSize(auglyoo,&n);CHKERRQ(ierr); 3111ebc52fbSHong Zhang ierr = VecGetArray(auglyoo,&o);CHKERRQ(ierr); 3122cd6534aSBarry Smith for (i=0; i<n; i++) { 3132cd6534aSBarry Smith o[i] = s[auglyrmapo[i]]; /* copy "off-diagonal" portion of scale into oo vector */ 3142cd6534aSBarry Smith } 315bca11509SBarry Smith ierr = VecRestoreArrayRead(scale,&s);CHKERRQ(ierr); 3161ebc52fbSHong Zhang ierr = VecRestoreArray(auglyoo,&o);CHKERRQ(ierr); 3172cd6534aSBarry Smith /* column scale "off-diagonal" portion of local matrix */ 3180298fd71SBarry Smith ierr = MatDiagonalScale(a->B,NULL,auglyoo);CHKERRQ(ierr); 3192cd6534aSBarry Smith PetscFunctionReturn(0); 3202cd6534aSBarry Smith } 321