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> 6aeda0f58SHong Zhang #include <petsc/private/vecimpl.h> 7af0996ceSBarry Smith #include <petsc/private/isimpl.h> /* needed because accesses data structure of ISLocalToGlobalMapping directly */ 88c79f6d3SBarry Smith 9dfbe8321SBarry Smith PetscErrorCode MatSetUpMultiply_MPIAIJ(Mat mat) 108c79f6d3SBarry Smith { 1144a69424SLois Curfman McInnes Mat_MPIAIJ *aij = (Mat_MPIAIJ*)mat->data; 12ec8511deSBarry Smith Mat_SeqAIJ *B = (Mat_SeqAIJ*)(aij->B->data); 136849ba73SBarry Smith PetscErrorCode ierr; 14*b3c64f9dSJunchao Zhang PetscInt i,j,*aj = B->j,*garray; 15*b3c64f9dSJunchao Zhang PetscInt ec = 0; /* Number of nonzero external columns */ 161eb62cbbSBarry Smith IS from,to; 171eb62cbbSBarry Smith Vec gvec; 18aa482453SBarry Smith #if defined(PETSC_USE_CTABLE) 190f5bd95cSBarry Smith PetscTable gid1_lid1; 200f5bd95cSBarry Smith PetscTablePosition tpos; 21b1d57f15SBarry Smith PetscInt gid,lid; 226f531f54SSatish Balay #else 23d0f46423SBarry Smith PetscInt N = mat->cmap->N,*indices; 242066d6f7SSatish Balay #endif 252066d6f7SSatish Balay 263a40ed3dSBarry Smith PetscFunctionBegin; 274b8d542aSHong Zhang if (!aij->garray) { 287e8381f9SStefano Zampini if (!aij->B) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Missing B mat"); 29aa482453SBarry Smith #if defined(PETSC_USE_CTABLE) 30c5bfad50SMark F. Adams /* use a table */ 31e23dfa41SBarry Smith ierr = PetscTableCreate(aij->B->rmap->n,mat->cmap->N+1,&gid1_lid1);CHKERRQ(ierr); 32d0f46423SBarry Smith for (i=0; i<aij->B->rmap->n; i++) { 332066d6f7SSatish Balay for (j=0; j<B->ilen[i]; j++) { 34b1d57f15SBarry Smith PetscInt data,gid1 = aj[B->i[i] + j] + 1; 350f5bd95cSBarry Smith ierr = PetscTableFind(gid1_lid1,gid1,&data);CHKERRQ(ierr); 36fa46199cSSatish Balay if (!data) { 372066d6f7SSatish Balay /* one based table */ 383861aac3SJed Brown ierr = PetscTableAdd(gid1_lid1,gid1,++ec,INSERT_VALUES);CHKERRQ(ierr); 392066d6f7SSatish Balay } 402066d6f7SSatish Balay } 412066d6f7SSatish Balay } 422066d6f7SSatish Balay /* form array of columns we need */ 43*b3c64f9dSJunchao Zhang ierr = PetscMalloc1(ec,&garray);CHKERRQ(ierr); 440f5bd95cSBarry Smith ierr = PetscTableGetHeadPosition(gid1_lid1,&tpos);CHKERRQ(ierr); 452066d6f7SSatish Balay while (tpos) { 460f5bd95cSBarry Smith ierr = PetscTableGetNext(gid1_lid1,&tpos,&gid,&lid);CHKERRQ(ierr); 47b0a32e0cSBarry Smith gid--; 48b0a32e0cSBarry Smith lid--; 492066d6f7SSatish Balay garray[lid] = gid; 502066d6f7SSatish Balay } 510064e2bbSSatish Balay ierr = PetscSortInt(ec,garray);CHKERRQ(ierr); /* sort, and rebuild */ 520f5bd95cSBarry Smith ierr = PetscTableRemoveAll(gid1_lid1);CHKERRQ(ierr); 532066d6f7SSatish Balay for (i=0; i<ec; i++) { 543861aac3SJed Brown ierr = PetscTableAdd(gid1_lid1,garray[i]+1,i+1,INSERT_VALUES);CHKERRQ(ierr); 552066d6f7SSatish Balay } 562066d6f7SSatish Balay /* compact out the extra columns in B */ 57d0f46423SBarry Smith for (i=0; i<aij->B->rmap->n; i++) { 582066d6f7SSatish Balay for (j=0; j<B->ilen[i]; j++) { 59b1d57f15SBarry Smith PetscInt gid1 = aj[B->i[i] + j] + 1; 600f5bd95cSBarry Smith ierr = PetscTableFind(gid1_lid1,gid1,&lid);CHKERRQ(ierr); 61fa46199cSSatish Balay lid--; 62b3fb0a6cSMatthew Knepley aj[B->i[i] + j] = lid; 632066d6f7SSatish Balay } 642066d6f7SSatish Balay } 65ca5434daSLawrence Mitchell ierr = PetscLayoutDestroy(&aij->B->cmap);CHKERRQ(ierr); 66ca5434daSLawrence Mitchell ierr = PetscLayoutCreateFromSizes(PetscObjectComm((PetscObject)aij->B),ec,ec,1,&aij->B->cmap);CHKERRQ(ierr); 676bc0bbbfSBarry Smith ierr = PetscTableDestroy(&gid1_lid1);CHKERRQ(ierr); 682066d6f7SSatish Balay #else 6911285404SBarry Smith /* Make an array as long as the number of columns */ 701eb62cbbSBarry Smith /* mark those columns that are in aij->B */ 71*b3c64f9dSJunchao Zhang ierr = PetscCalloc1(N,&indices);CHKERRQ(ierr); 72d0f46423SBarry Smith for (i=0; i<aij->B->rmap->n; i++) { 73d6dfbf8fSBarry Smith for (j=0; j<B->ilen[i]; j++) { 74bfec09a0SHong Zhang if (!indices[aj[B->i[i] + j]]) ec++; 75bfec09a0SHong Zhang indices[aj[B->i[i] + j]] = 1; 76416022c9SBarry Smith } 771eb62cbbSBarry Smith } 788c79f6d3SBarry Smith 791eb62cbbSBarry Smith /* form array of columns we need */ 80*b3c64f9dSJunchao Zhang ierr = PetscMalloc1(ec,&garray);CHKERRQ(ierr); 811eb62cbbSBarry Smith ec = 0; 821eb62cbbSBarry Smith for (i=0; i<N; i++) { 831eb62cbbSBarry Smith if (indices[i]) garray[ec++] = i; 841eb62cbbSBarry Smith } 851eb62cbbSBarry Smith 861eb62cbbSBarry Smith /* make indices now point into garray */ 871eb62cbbSBarry Smith for (i=0; i<ec; i++) { 88bfec09a0SHong Zhang indices[garray[i]] = i; 891eb62cbbSBarry Smith } 901eb62cbbSBarry Smith 911eb62cbbSBarry Smith /* compact out the extra columns in B */ 92d0f46423SBarry Smith for (i=0; i<aij->B->rmap->n; i++) { 93d6dfbf8fSBarry Smith for (j=0; j<B->ilen[i]; j++) { 94bfec09a0SHong Zhang aj[B->i[i] + j] = indices[aj[B->i[i] + j]]; 951eb62cbbSBarry Smith } 96d6dfbf8fSBarry Smith } 97ca5434daSLawrence Mitchell ierr = PetscLayoutDestroy(&aij->B->cmap);CHKERRQ(ierr); 98ca5434daSLawrence Mitchell ierr = PetscLayoutCreateFromSizes(PetscObjectComm((PetscObject)aij->B),ec,ec,1,&aij->B->cmap);CHKERRQ(ierr); 99606d414cSSatish Balay ierr = PetscFree(indices);CHKERRQ(ierr); 1002066d6f7SSatish Balay #endif 1014b8d542aSHong Zhang } else { 1024b8d542aSHong Zhang garray = aij->garray; 1034b8d542aSHong Zhang } 1044b8d542aSHong Zhang 1054b8d542aSHong Zhang if (!aij->lvec) { 1067e8381f9SStefano Zampini if (!aij->B) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Missing B mat"); 1077e8381f9SStefano Zampini ierr = MatCreateVecs(aij->B,&aij->lvec,NULL);CHKERRQ(ierr); 1084b8d542aSHong Zhang } 1097e8381f9SStefano Zampini ierr = VecGetSize(aij->lvec,&ec);CHKERRQ(ierr); 1101eb62cbbSBarry Smith 111d6dfbf8fSBarry Smith /* create two temporary Index sets for build scatter gather */ 112a3ebf921SJunchao Zhang ierr = ISCreateGeneral(PETSC_COMM_SELF,ec,garray,PETSC_COPY_VALUES,&from);CHKERRQ(ierr); 113029af93fSBarry Smith ierr = ISCreateStride(PETSC_COMM_SELF,ec,0,1,&to);CHKERRQ(ierr); 1141eb62cbbSBarry Smith 1151eb62cbbSBarry Smith /* create temporary global vector to generate scatter context */ 116b5eb4454SBarry Smith /* This does not allocate the array's memory so is efficient */ 117ce94432eSBarry Smith ierr = VecCreateMPIWithArray(PetscObjectComm((PetscObject)mat),1,mat->cmap->n,mat->cmap->N,NULL,&gvec);CHKERRQ(ierr); 1181eb62cbbSBarry Smith 1192d336d48SLois Curfman McInnes /* generate the scatter context */ 1203f6a6bdaSHong Zhang ierr = VecScatterDestroy(&aij->Mvctx);CHKERRQ(ierr); 1219448b7f1SJunchao Zhang ierr = VecScatterCreate(gvec,from,aij->lvec,to,&aij->Mvctx);CHKERRQ(ierr); 1223bb1ff40SBarry Smith ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)aij->Mvctx);CHKERRQ(ierr); 1233bb1ff40SBarry Smith ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)aij->lvec);CHKERRQ(ierr); 1244b8d542aSHong Zhang ierr = PetscLogObjectMemory((PetscObject)mat,(ec+1)*sizeof(PetscInt));CHKERRQ(ierr); 12567bb5161SHong Zhang aij->garray = garray; 1264b8d542aSHong Zhang 1273bb1ff40SBarry Smith ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)from);CHKERRQ(ierr); 1283bb1ff40SBarry Smith ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)to);CHKERRQ(ierr); 1292205254eSKarl Rupp 1306bf464f9SBarry Smith ierr = ISDestroy(&from);CHKERRQ(ierr); 1316bf464f9SBarry Smith ierr = ISDestroy(&to);CHKERRQ(ierr); 1326bf464f9SBarry Smith ierr = VecDestroy(&gvec);CHKERRQ(ierr); 1333a40ed3dSBarry Smith PetscFunctionReturn(0); 1348c79f6d3SBarry Smith } 1359e25ed09SBarry Smith 1362493cbb0SBarry Smith /* 1372493cbb0SBarry Smith Takes the local part of an already assembled MPIAIJ matrix 1382493cbb0SBarry Smith and disassembles it. This is to allow new nonzeros into the matrix 1392493cbb0SBarry Smith that require more communication in the matrix vector multiply. 1402493cbb0SBarry Smith Thus certain data-structures must be rebuilt. 1412493cbb0SBarry Smith 1422493cbb0SBarry Smith Kind of slow! But that's what application programmers get when 1432493cbb0SBarry Smith they are sloppy. 1442493cbb0SBarry Smith */ 145ab9863d7SBarry Smith PetscErrorCode MatDisAssemble_MPIAIJ(Mat A) 1462493cbb0SBarry Smith { 1472493cbb0SBarry Smith Mat_MPIAIJ *aij = (Mat_MPIAIJ*)A->data; 1482493cbb0SBarry Smith Mat B = aij->B,Bnew; 149ec8511deSBarry Smith Mat_SeqAIJ *Baij = (Mat_SeqAIJ*)B->data; 150dfbe8321SBarry Smith PetscErrorCode ierr; 151d0f46423SBarry Smith PetscInt i,j,m = B->rmap->n,n = A->cmap->N,col,ct = 0,*garray = aij->garray,*nz,ec; 15287828ca2SBarry Smith PetscScalar v; 1532493cbb0SBarry Smith 1543a40ed3dSBarry Smith PetscFunctionBegin; 1552493cbb0SBarry Smith /* free stuff related to matrix-vec multiply */ 156b0a32e0cSBarry Smith ierr = VecGetSize(aij->lvec,&ec);CHKERRQ(ierr); /* needed for PetscLogObjectMemory below */ 1575e1f6667SBarry Smith ierr = VecDestroy(&aij->lvec);CHKERRQ(ierr); 158464493b3SBarry Smith if (aij->colmap) { 159aa482453SBarry Smith #if defined(PETSC_USE_CTABLE) 1606bc0bbbfSBarry Smith ierr = PetscTableDestroy(&aij->colmap);CHKERRQ(ierr); 1612066d6f7SSatish Balay #else 162606d414cSSatish Balay ierr = PetscFree(aij->colmap);CHKERRQ(ierr); 1633bb1ff40SBarry Smith ierr = PetscLogObjectMemory((PetscObject)A,-aij->B->cmap->n*sizeof(PetscInt));CHKERRQ(ierr); 1642066d6f7SSatish Balay #endif 165464493b3SBarry Smith } 1662493cbb0SBarry Smith 1672493cbb0SBarry Smith /* make sure that B is assembled so we can access its values */ 1686d4a8577SBarry Smith ierr = MatAssemblyBegin(B,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); 169fe2f2677SBarry Smith ierr = MatAssemblyEnd(B,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); 1702493cbb0SBarry Smith 1712493cbb0SBarry Smith /* invent new B and copy stuff over */ 172854ce69bSBarry Smith ierr = PetscMalloc1(m+1,&nz);CHKERRQ(ierr); 17348b35521SBarry Smith for (i=0; i<m; i++) { 17448b35521SBarry Smith nz[i] = Baij->i[i+1] - Baij->i[i]; 17548b35521SBarry Smith } 176f69a0ea3SMatthew Knepley ierr = MatCreate(PETSC_COMM_SELF,&Bnew);CHKERRQ(ierr); 177f69a0ea3SMatthew Knepley ierr = MatSetSizes(Bnew,m,n,m,n);CHKERRQ(ierr); 17833d57670SJed Brown ierr = MatSetBlockSizesFromMats(Bnew,A,A);CHKERRQ(ierr); 1797adad957SLisandro Dalcin ierr = MatSetType(Bnew,((PetscObject)B)->type_name);CHKERRQ(ierr); 180f204ca49SKris Buschelman ierr = MatSeqAIJSetPreallocation(Bnew,0,nz);CHKERRQ(ierr); 1812205254eSKarl Rupp 182b38c15b3SStefano Zampini if (Baij->nonew >= 0) { /* Inherit insertion error options (if positive). */ 183b38c15b3SStefano Zampini ((Mat_SeqAIJ*)Bnew->data)->nonew = Baij->nonew; 184b38c15b3SStefano Zampini } 185b38c15b3SStefano Zampini 18677341eacSDmitry Karpeev /* 18777341eacSDmitry Karpeev Ensure that B's nonzerostate is monotonically increasing. 18877341eacSDmitry Karpeev Or should this follow the MatSetValues() loop to preserve B's nonzerstate across a MatDisAssemble() call? 18977341eacSDmitry Karpeev */ 190f69fde56SShane Stafford Bnew->nonzerostate = B->nonzerostate; 1912205254eSKarl Rupp 192606d414cSSatish Balay ierr = PetscFree(nz);CHKERRQ(ierr); 1932493cbb0SBarry Smith for (i=0; i<m; i++) { 194bfec09a0SHong Zhang for (j=Baij->i[i]; j<Baij->i[i+1]; j++) { 195bfec09a0SHong Zhang col = garray[Baij->j[ct]]; 1962493cbb0SBarry Smith v = Baij->a[ct++]; 19783271157SBarry Smith ierr = MatSetValues(Bnew,1,&i,1,&col,&v,B->insertmode);CHKERRQ(ierr); 1982493cbb0SBarry Smith } 1992493cbb0SBarry Smith } 200606d414cSSatish Balay ierr = PetscFree(aij->garray);CHKERRQ(ierr); 2013bb1ff40SBarry Smith ierr = PetscLogObjectMemory((PetscObject)A,-ec*sizeof(PetscInt));CHKERRQ(ierr); 2026bf464f9SBarry Smith ierr = MatDestroy(&B);CHKERRQ(ierr); 2033bb1ff40SBarry Smith ierr = PetscLogObjectParent((PetscObject)A,(PetscObject)Bnew);CHKERRQ(ierr); 2042205254eSKarl Rupp 2052493cbb0SBarry Smith aij->B = Bnew; 206227d817aSBarry Smith A->was_assembled = PETSC_FALSE; 2073a40ed3dSBarry Smith PetscFunctionReturn(0); 2082493cbb0SBarry Smith } 2092493cbb0SBarry Smith 2102cd6534aSBarry Smith /* ugly stuff added for Glenn someday we should fix this up */ 2112cd6534aSBarry Smith 212f4259b30SLisandro Dalcin static PetscInt *auglyrmapd = NULL,*auglyrmapo = NULL; /* mapping from the local ordering to the "diagonal" and "off-diagonal" parts of the local matrix */ 213f4259b30SLisandro Dalcin static Vec auglydd = NULL,auglyoo = NULL; /* work vectors used to scale the two parts of the local matrix */ 2142cd6534aSBarry Smith 215dfbe8321SBarry Smith PetscErrorCode MatMPIAIJDiagonalScaleLocalSetUp(Mat inA,Vec scale) 2162cd6534aSBarry Smith { 2172cd6534aSBarry Smith Mat_MPIAIJ *ina = (Mat_MPIAIJ*) inA->data; /*access private part of matrix */ 218dfbe8321SBarry Smith PetscErrorCode ierr; 219b1d57f15SBarry Smith PetscInt i,n,nt,cstart,cend,no,*garray = ina->garray,*lindices; 220b1d57f15SBarry Smith PetscInt *r_rmapd,*r_rmapo; 2212cd6534aSBarry Smith 2222cd6534aSBarry Smith PetscFunctionBegin; 2232cd6534aSBarry Smith ierr = MatGetOwnershipRange(inA,&cstart,&cend);CHKERRQ(ierr); 2240298fd71SBarry Smith ierr = MatGetSize(ina->A,NULL,&n);CHKERRQ(ierr); 2251795a4d1SJed Brown ierr = PetscCalloc1(inA->rmap->mapping->n+1,&r_rmapd);CHKERRQ(ierr); 2262cd6534aSBarry Smith nt = 0; 227992144d0SBarry Smith for (i=0; i<inA->rmap->mapping->n; i++) { 228992144d0SBarry Smith if (inA->rmap->mapping->indices[i] >= cstart && inA->rmap->mapping->indices[i] < cend) { 2292cd6534aSBarry Smith nt++; 230992144d0SBarry Smith r_rmapd[i] = inA->rmap->mapping->indices[i] + 1; 2312cd6534aSBarry Smith } 2322cd6534aSBarry Smith } 233e32f2f54SBarry Smith if (nt != n) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Hmm nt %D n %D",nt,n); 234854ce69bSBarry Smith ierr = PetscMalloc1(n+1,&auglyrmapd);CHKERRQ(ierr); 235992144d0SBarry Smith for (i=0; i<inA->rmap->mapping->n; i++) { 2362cd6534aSBarry Smith if (r_rmapd[i]) { 2372cd6534aSBarry Smith auglyrmapd[(r_rmapd[i]-1)-cstart] = i; 2382cd6534aSBarry Smith } 2392cd6534aSBarry Smith } 2402cd6534aSBarry Smith ierr = PetscFree(r_rmapd);CHKERRQ(ierr); 2412cd6534aSBarry Smith ierr = VecCreateSeq(PETSC_COMM_SELF,n,&auglydd);CHKERRQ(ierr); 2422cd6534aSBarry Smith 2431795a4d1SJed Brown ierr = PetscCalloc1(inA->cmap->N+1,&lindices);CHKERRQ(ierr); 244d0f46423SBarry Smith for (i=0; i<ina->B->cmap->n; i++) { 2452cd6534aSBarry Smith lindices[garray[i]] = i+1; 2462cd6534aSBarry Smith } 247992144d0SBarry Smith no = inA->rmap->mapping->n - nt; 2481795a4d1SJed Brown ierr = PetscCalloc1(inA->rmap->mapping->n+1,&r_rmapo);CHKERRQ(ierr); 2492cd6534aSBarry Smith nt = 0; 250992144d0SBarry Smith for (i=0; i<inA->rmap->mapping->n; i++) { 251992144d0SBarry Smith if (lindices[inA->rmap->mapping->indices[i]]) { 2522cd6534aSBarry Smith nt++; 253992144d0SBarry Smith r_rmapo[i] = lindices[inA->rmap->mapping->indices[i]]; 2542cd6534aSBarry Smith } 2552cd6534aSBarry Smith } 256e32f2f54SBarry Smith if (nt > no) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Hmm nt %D no %D",nt,n); 2572cd6534aSBarry Smith ierr = PetscFree(lindices);CHKERRQ(ierr); 258854ce69bSBarry Smith ierr = PetscMalloc1(nt+1,&auglyrmapo);CHKERRQ(ierr); 259992144d0SBarry Smith for (i=0; i<inA->rmap->mapping->n; i++) { 2602cd6534aSBarry Smith if (r_rmapo[i]) { 2612cd6534aSBarry Smith auglyrmapo[(r_rmapo[i]-1)] = i; 2622cd6534aSBarry Smith } 2632cd6534aSBarry Smith } 2642cd6534aSBarry Smith ierr = PetscFree(r_rmapo);CHKERRQ(ierr); 2652cd6534aSBarry Smith ierr = VecCreateSeq(PETSC_COMM_SELF,nt,&auglyoo);CHKERRQ(ierr); 2662cd6534aSBarry Smith PetscFunctionReturn(0); 2672cd6534aSBarry Smith } 2682cd6534aSBarry Smith 269dfbe8321SBarry Smith PetscErrorCode MatMPIAIJDiagonalScaleLocal(Mat A,Vec scale) 2702cd6534aSBarry Smith { 27192b32695SKris Buschelman /* This routine should really be abandoned as it duplicates MatDiagonalScaleLocal */ 2724ac538c5SBarry Smith PetscErrorCode ierr; 27392b32695SKris Buschelman 27492b32695SKris Buschelman PetscFunctionBegin; 2754ac538c5SBarry Smith ierr = PetscTryMethod(A,"MatDiagonalScaleLocal_C",(Mat,Vec),(A,scale));CHKERRQ(ierr); 27692b32695SKris Buschelman PetscFunctionReturn(0); 27792b32695SKris Buschelman } 27892b32695SKris Buschelman 2797087cfbeSBarry Smith PetscErrorCode MatDiagonalScaleLocal_MPIAIJ(Mat A,Vec scale) 28092b32695SKris Buschelman { 2812cd6534aSBarry Smith Mat_MPIAIJ *a = (Mat_MPIAIJ*) A->data; /*access private part of matrix */ 282dfbe8321SBarry Smith PetscErrorCode ierr; 283b1d57f15SBarry Smith PetscInt n,i; 284bca11509SBarry Smith PetscScalar *d,*o; 285bca11509SBarry Smith const PetscScalar *s; 2862cd6534aSBarry Smith 2872cd6534aSBarry Smith PetscFunctionBegin; 2882cd6534aSBarry Smith if (!auglyrmapd) { 2892cd6534aSBarry Smith ierr = MatMPIAIJDiagonalScaleLocalSetUp(A,scale);CHKERRQ(ierr); 2902cd6534aSBarry Smith } 2912cd6534aSBarry Smith 292bca11509SBarry Smith ierr = VecGetArrayRead(scale,&s);CHKERRQ(ierr); 2932cd6534aSBarry Smith 2942cd6534aSBarry Smith ierr = VecGetLocalSize(auglydd,&n);CHKERRQ(ierr); 2951ebc52fbSHong Zhang ierr = VecGetArray(auglydd,&d);CHKERRQ(ierr); 2962cd6534aSBarry Smith for (i=0; i<n; i++) { 2972cd6534aSBarry Smith d[i] = s[auglyrmapd[i]]; /* copy "diagonal" (true local) portion of scale into dd vector */ 2982cd6534aSBarry Smith } 2991ebc52fbSHong Zhang ierr = VecRestoreArray(auglydd,&d);CHKERRQ(ierr); 3002cd6534aSBarry Smith /* column scale "diagonal" portion of local matrix */ 3010298fd71SBarry Smith ierr = MatDiagonalScale(a->A,NULL,auglydd);CHKERRQ(ierr); 3022cd6534aSBarry Smith 3032cd6534aSBarry Smith ierr = VecGetLocalSize(auglyoo,&n);CHKERRQ(ierr); 3041ebc52fbSHong Zhang ierr = VecGetArray(auglyoo,&o);CHKERRQ(ierr); 3052cd6534aSBarry Smith for (i=0; i<n; i++) { 3062cd6534aSBarry Smith o[i] = s[auglyrmapo[i]]; /* copy "off-diagonal" portion of scale into oo vector */ 3072cd6534aSBarry Smith } 308bca11509SBarry Smith ierr = VecRestoreArrayRead(scale,&s);CHKERRQ(ierr); 3091ebc52fbSHong Zhang ierr = VecRestoreArray(auglyoo,&o);CHKERRQ(ierr); 3102cd6534aSBarry Smith /* column scale "off-diagonal" portion of local matrix */ 3110298fd71SBarry Smith ierr = MatDiagonalScale(a->B,NULL,auglyoo);CHKERRQ(ierr); 3122cd6534aSBarry Smith PetscFunctionReturn(0); 3132cd6534aSBarry Smith } 314