xref: /petsc/src/mat/impls/aij/mpi/mmaij.c (revision cdce425498f34eac2bb744f37c9fe1bd5a97b9d8)
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>
6186d4ecdSBarry Smith #include <petsc-private/isimpl.h>    /* needed because accesses data structure of ISLocalToGlobalMapping directly */
78c79f6d3SBarry Smith 
84a2ae208SSatish Balay #undef __FUNCT__
94a2ae208SSatish Balay #define __FUNCT__ "MatSetUpMultiply_MPIAIJ"
10dfbe8321SBarry Smith PetscErrorCode MatSetUpMultiply_MPIAIJ(Mat mat)
118c79f6d3SBarry Smith {
1244a69424SLois Curfman McInnes   Mat_MPIAIJ     *aij = (Mat_MPIAIJ*)mat->data;
13ec8511deSBarry Smith   Mat_SeqAIJ     *B   = (Mat_SeqAIJ*)(aij->B->data);
146849ba73SBarry Smith   PetscErrorCode ierr;
15b1d57f15SBarry Smith   PetscInt       i,j,*aj = B->j,ec = 0,*garray;
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;
27aa482453SBarry Smith #if defined(PETSC_USE_CTABLE)
28c5bfad50SMark F. Adams   /* use a table */
29e23dfa41SBarry Smith   ierr = PetscTableCreate(aij->B->rmap->n,mat->cmap->N+1,&gid1_lid1);CHKERRQ(ierr);
30d0f46423SBarry Smith   for (i=0; i<aij->B->rmap->n; i++) {
312066d6f7SSatish Balay     for (j=0; j<B->ilen[i]; j++) {
32b1d57f15SBarry Smith       PetscInt data,gid1 = aj[B->i[i] + j] + 1;
330f5bd95cSBarry Smith       ierr = PetscTableFind(gid1_lid1,gid1,&data);CHKERRQ(ierr);
34fa46199cSSatish Balay       if (!data) {
352066d6f7SSatish Balay         /* one based table */
363861aac3SJed Brown         ierr = PetscTableAdd(gid1_lid1,gid1,++ec,INSERT_VALUES);CHKERRQ(ierr);
372066d6f7SSatish Balay       }
382066d6f7SSatish Balay     }
392066d6f7SSatish Balay   }
402066d6f7SSatish Balay   /* form array of columns we need */
41785e854fSJed Brown   ierr = PetscMalloc1((ec+1),&garray);CHKERRQ(ierr);
420f5bd95cSBarry Smith   ierr = PetscTableGetHeadPosition(gid1_lid1,&tpos);CHKERRQ(ierr);
432066d6f7SSatish Balay   while (tpos) {
440f5bd95cSBarry Smith     ierr = PetscTableGetNext(gid1_lid1,&tpos,&gid,&lid);CHKERRQ(ierr);
45b0a32e0cSBarry Smith     gid--;
46b0a32e0cSBarry Smith     lid--;
472066d6f7SSatish Balay     garray[lid] = gid;
482066d6f7SSatish Balay   }
490064e2bbSSatish Balay   ierr = PetscSortInt(ec,garray);CHKERRQ(ierr); /* sort, and rebuild */
500f5bd95cSBarry Smith   ierr = PetscTableRemoveAll(gid1_lid1);CHKERRQ(ierr);
512066d6f7SSatish Balay   for (i=0; i<ec; i++) {
523861aac3SJed Brown     ierr = PetscTableAdd(gid1_lid1,garray[i]+1,i+1,INSERT_VALUES);CHKERRQ(ierr);
532066d6f7SSatish Balay   }
542066d6f7SSatish Balay   /* compact out the extra columns in B */
55d0f46423SBarry Smith   for (i=0; i<aij->B->rmap->n; i++) {
562066d6f7SSatish Balay     for (j=0; j<B->ilen[i]; j++) {
57b1d57f15SBarry Smith       PetscInt gid1 = aj[B->i[i] + j] + 1;
580f5bd95cSBarry Smith       ierr = PetscTableFind(gid1_lid1,gid1,&lid);CHKERRQ(ierr);
59fa46199cSSatish Balay       lid--;
60b3fb0a6cSMatthew Knepley       aj[B->i[i] + j] = lid;
612066d6f7SSatish Balay     }
622066d6f7SSatish Balay   }
63d0f46423SBarry Smith   aij->B->cmap->n = aij->B->cmap->N = ec;
64*cdce4254SBarry Smith   aij->B->cmap->bs = 1;
652205254eSKarl Rupp 
6626283091SBarry Smith   ierr = PetscLayoutSetUp((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 */
711795a4d1SJed Brown   ierr = PetscCalloc1(N+1,&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 */
80785e854fSJed Brown   ierr = PetscMalloc1((ec+1),&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   }
97d0f46423SBarry Smith   aij->B->cmap->n = aij->B->cmap->N = ec;
98cd0e7f71SBarry Smith   aij->B->cmap->bs = 1;
992205254eSKarl Rupp 
10026283091SBarry Smith   ierr = PetscLayoutSetUp((aij->B->cmap));CHKERRQ(ierr);
101606d414cSSatish Balay   ierr = PetscFree(indices);CHKERRQ(ierr);
1022066d6f7SSatish Balay #endif
1031eb62cbbSBarry Smith   /* create local vector that is used to scatter into */
104029af93fSBarry Smith   ierr = VecCreateSeq(PETSC_COMM_SELF,ec,&aij->lvec);CHKERRQ(ierr);
1051eb62cbbSBarry Smith 
106d6dfbf8fSBarry Smith   /* create two temporary Index sets for build scatter gather */
10770b3c8c7SBarry Smith   ierr = ISCreateGeneral(((PetscObject)mat)->comm,ec,garray,PETSC_COPY_VALUES,&from);CHKERRQ(ierr);
108c5bfad50SMark F. Adams 
109029af93fSBarry Smith   ierr = ISCreateStride(PETSC_COMM_SELF,ec,0,1,&to);CHKERRQ(ierr);
1101eb62cbbSBarry Smith 
1111eb62cbbSBarry Smith   /* create temporary global vector to generate scatter context */
112b5eb4454SBarry Smith   /* This does not allocate the array's memory so is efficient */
113ce94432eSBarry Smith   ierr = VecCreateMPIWithArray(PetscObjectComm((PetscObject)mat),1,mat->cmap->n,mat->cmap->N,NULL,&gvec);CHKERRQ(ierr);
1141eb62cbbSBarry Smith 
1152d336d48SLois Curfman McInnes   /* generate the scatter context */
11608480c60SBarry Smith   ierr = VecScatterCreate(gvec,from,aij->lvec,to,&aij->Mvctx);CHKERRQ(ierr);
1173bb1ff40SBarry Smith   ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)aij->Mvctx);CHKERRQ(ierr);
1183bb1ff40SBarry Smith   ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)aij->lvec);CHKERRQ(ierr);
1193bb1ff40SBarry Smith   ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)from);CHKERRQ(ierr);
1203bb1ff40SBarry Smith   ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)to);CHKERRQ(ierr);
1212205254eSKarl Rupp 
1229e25ed09SBarry Smith   aij->garray = garray;
1232205254eSKarl Rupp 
1243bb1ff40SBarry Smith   ierr = PetscLogObjectMemory((PetscObject)mat,(ec+1)*sizeof(PetscInt));CHKERRQ(ierr);
1256bf464f9SBarry Smith   ierr = ISDestroy(&from);CHKERRQ(ierr);
1266bf464f9SBarry Smith   ierr = ISDestroy(&to);CHKERRQ(ierr);
1276bf464f9SBarry Smith   ierr = VecDestroy(&gvec);CHKERRQ(ierr);
1283a40ed3dSBarry Smith   PetscFunctionReturn(0);
1298c79f6d3SBarry Smith }
1309e25ed09SBarry Smith 
1319e25ed09SBarry Smith 
1324a2ae208SSatish Balay #undef __FUNCT__
133ab9863d7SBarry Smith #define __FUNCT__ "MatDisAssemble_MPIAIJ"
1342493cbb0SBarry Smith /*
1352493cbb0SBarry Smith      Takes the local part of an already assembled MPIAIJ matrix
1362493cbb0SBarry Smith    and disassembles it. This is to allow new nonzeros into the matrix
1372493cbb0SBarry Smith    that require more communication in the matrix vector multiply.
1382493cbb0SBarry Smith    Thus certain data-structures must be rebuilt.
1392493cbb0SBarry Smith 
1402493cbb0SBarry Smith    Kind of slow! But that's what application programmers get when
1412493cbb0SBarry Smith    they are sloppy.
1422493cbb0SBarry Smith */
143ab9863d7SBarry Smith PetscErrorCode MatDisAssemble_MPIAIJ(Mat A)
1442493cbb0SBarry Smith {
1452493cbb0SBarry Smith   Mat_MPIAIJ     *aij  = (Mat_MPIAIJ*)A->data;
1462493cbb0SBarry Smith   Mat            B     = aij->B,Bnew;
147ec8511deSBarry Smith   Mat_SeqAIJ     *Baij = (Mat_SeqAIJ*)B->data;
148dfbe8321SBarry Smith   PetscErrorCode ierr;
149d0f46423SBarry Smith   PetscInt       i,j,m = B->rmap->n,n = A->cmap->N,col,ct = 0,*garray = aij->garray,*nz,ec;
15087828ca2SBarry Smith   PetscScalar    v;
1512493cbb0SBarry Smith 
1523a40ed3dSBarry Smith   PetscFunctionBegin;
1532493cbb0SBarry Smith   /* free stuff related to matrix-vec multiply */
154b0a32e0cSBarry Smith   ierr = VecGetSize(aij->lvec,&ec);CHKERRQ(ierr); /* needed for PetscLogObjectMemory below */
1555e1f6667SBarry Smith   ierr = VecDestroy(&aij->lvec);CHKERRQ(ierr);
1565e1f6667SBarry Smith   ierr = VecScatterDestroy(&aij->Mvctx);CHKERRQ(ierr);
157464493b3SBarry Smith   if (aij->colmap) {
158aa482453SBarry Smith #if defined(PETSC_USE_CTABLE)
1596bc0bbbfSBarry Smith     ierr = PetscTableDestroy(&aij->colmap);CHKERRQ(ierr);
1602066d6f7SSatish Balay #else
161606d414cSSatish Balay     ierr = PetscFree(aij->colmap);CHKERRQ(ierr);
1623bb1ff40SBarry Smith     ierr = PetscLogObjectMemory((PetscObject)A,-aij->B->cmap->n*sizeof(PetscInt));CHKERRQ(ierr);
1632066d6f7SSatish Balay #endif
164464493b3SBarry Smith   }
1652493cbb0SBarry Smith 
1662493cbb0SBarry Smith   /* make sure that B is assembled so we can access its values */
1676d4a8577SBarry Smith   ierr = MatAssemblyBegin(B,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
168fe2f2677SBarry Smith   ierr = MatAssemblyEnd(B,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1692493cbb0SBarry Smith 
1702493cbb0SBarry Smith   /* invent new B and copy stuff over */
171785e854fSJed Brown   ierr = PetscMalloc1((m+1),&nz);CHKERRQ(ierr);
17248b35521SBarry Smith   for (i=0; i<m; i++) {
17348b35521SBarry Smith     nz[i] = Baij->i[i+1] - Baij->i[i];
17448b35521SBarry Smith   }
175f69a0ea3SMatthew Knepley   ierr = MatCreate(PETSC_COMM_SELF,&Bnew);CHKERRQ(ierr);
176f69a0ea3SMatthew Knepley   ierr = MatSetSizes(Bnew,m,n,m,n);CHKERRQ(ierr);
177a2f3521dSMark F. Adams   ierr = MatSetBlockSizes(Bnew,A->rmap->bs,A->cmap->bs);CHKERRQ(ierr);
1787adad957SLisandro Dalcin   ierr = MatSetType(Bnew,((PetscObject)B)->type_name);CHKERRQ(ierr);
179f204ca49SKris Buschelman   ierr = MatSeqAIJSetPreallocation(Bnew,0,nz);CHKERRQ(ierr);
1802205254eSKarl Rupp 
1812576faa2SJed Brown   ((Mat_SeqAIJ*)Bnew->data)->nonew = Baij->nonew; /* Inherit insertion error options. */
1822205254eSKarl Rupp 
183606d414cSSatish Balay   ierr = PetscFree(nz);CHKERRQ(ierr);
1842493cbb0SBarry Smith   for (i=0; i<m; i++) {
185bfec09a0SHong Zhang     for (j=Baij->i[i]; j<Baij->i[i+1]; j++) {
186bfec09a0SHong Zhang       col  = garray[Baij->j[ct]];
1872493cbb0SBarry Smith       v    = Baij->a[ct++];
18883271157SBarry Smith       ierr = MatSetValues(Bnew,1,&i,1,&col,&v,B->insertmode);CHKERRQ(ierr);
1892493cbb0SBarry Smith     }
1902493cbb0SBarry Smith   }
191606d414cSSatish Balay   ierr = PetscFree(aij->garray);CHKERRQ(ierr);
1923bb1ff40SBarry Smith   ierr = PetscLogObjectMemory((PetscObject)A,-ec*sizeof(PetscInt));CHKERRQ(ierr);
1936bf464f9SBarry Smith   ierr = MatDestroy(&B);CHKERRQ(ierr);
1943bb1ff40SBarry Smith   ierr = PetscLogObjectParent((PetscObject)A,(PetscObject)Bnew);CHKERRQ(ierr);
1952205254eSKarl Rupp 
1962493cbb0SBarry Smith   aij->B           = Bnew;
197227d817aSBarry Smith   A->was_assembled = PETSC_FALSE;
1983a40ed3dSBarry Smith   PetscFunctionReturn(0);
1992493cbb0SBarry Smith }
2002493cbb0SBarry Smith 
2012cd6534aSBarry Smith /*      ugly stuff added for Glenn someday we should fix this up */
2022cd6534aSBarry Smith 
2032205254eSKarl Rupp static PetscInt *auglyrmapd = 0,*auglyrmapo = 0; /* mapping from the local ordering to the "diagonal" and "off-diagonal" parts of the local matrix */
2042cd6534aSBarry Smith static Vec auglydd          = 0,auglyoo     = 0; /* work vectors used to scale the two parts of the local matrix */
2052cd6534aSBarry Smith 
2062cd6534aSBarry Smith 
2072cd6534aSBarry Smith #undef __FUNCT__
2082cd6534aSBarry Smith #define __FUNCT__ "MatMPIAIJDiagonalScaleLocalSetUp"
209dfbe8321SBarry Smith PetscErrorCode MatMPIAIJDiagonalScaleLocalSetUp(Mat inA,Vec scale)
2102cd6534aSBarry Smith {
2112cd6534aSBarry Smith   Mat_MPIAIJ     *ina = (Mat_MPIAIJ*) inA->data; /*access private part of matrix */
212dfbe8321SBarry Smith   PetscErrorCode ierr;
213b1d57f15SBarry Smith   PetscInt       i,n,nt,cstart,cend,no,*garray = ina->garray,*lindices;
214b1d57f15SBarry Smith   PetscInt       *r_rmapd,*r_rmapo;
2152cd6534aSBarry Smith 
2162cd6534aSBarry Smith   PetscFunctionBegin;
2172cd6534aSBarry Smith   ierr = MatGetOwnershipRange(inA,&cstart,&cend);CHKERRQ(ierr);
2180298fd71SBarry Smith   ierr = MatGetSize(ina->A,NULL,&n);CHKERRQ(ierr);
2191795a4d1SJed Brown   ierr = PetscCalloc1(inA->rmap->mapping->n+1,&r_rmapd);CHKERRQ(ierr);
2202cd6534aSBarry Smith   nt   = 0;
221992144d0SBarry Smith   for (i=0; i<inA->rmap->mapping->n; i++) {
222992144d0SBarry Smith     if (inA->rmap->mapping->indices[i] >= cstart && inA->rmap->mapping->indices[i] < cend) {
2232cd6534aSBarry Smith       nt++;
224992144d0SBarry Smith       r_rmapd[i] = inA->rmap->mapping->indices[i] + 1;
2252cd6534aSBarry Smith     }
2262cd6534aSBarry Smith   }
227e32f2f54SBarry Smith   if (nt != n) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Hmm nt %D n %D",nt,n);
228785e854fSJed Brown   ierr = PetscMalloc1((n+1),&auglyrmapd);CHKERRQ(ierr);
229992144d0SBarry Smith   for (i=0; i<inA->rmap->mapping->n; i++) {
2302cd6534aSBarry Smith     if (r_rmapd[i]) {
2312cd6534aSBarry Smith       auglyrmapd[(r_rmapd[i]-1)-cstart] = i;
2322cd6534aSBarry Smith     }
2332cd6534aSBarry Smith   }
2342cd6534aSBarry Smith   ierr = PetscFree(r_rmapd);CHKERRQ(ierr);
2352cd6534aSBarry Smith   ierr = VecCreateSeq(PETSC_COMM_SELF,n,&auglydd);CHKERRQ(ierr);
2362cd6534aSBarry Smith 
2371795a4d1SJed Brown   ierr = PetscCalloc1(inA->cmap->N+1,&lindices);CHKERRQ(ierr);
238d0f46423SBarry Smith   for (i=0; i<ina->B->cmap->n; i++) {
2392cd6534aSBarry Smith     lindices[garray[i]] = i+1;
2402cd6534aSBarry Smith   }
241992144d0SBarry Smith   no   = inA->rmap->mapping->n - nt;
2421795a4d1SJed Brown   ierr = PetscCalloc1(inA->rmap->mapping->n+1,&r_rmapo);CHKERRQ(ierr);
2432cd6534aSBarry Smith   nt   = 0;
244992144d0SBarry Smith   for (i=0; i<inA->rmap->mapping->n; i++) {
245992144d0SBarry Smith     if (lindices[inA->rmap->mapping->indices[i]]) {
2462cd6534aSBarry Smith       nt++;
247992144d0SBarry Smith       r_rmapo[i] = lindices[inA->rmap->mapping->indices[i]];
2482cd6534aSBarry Smith     }
2492cd6534aSBarry Smith   }
250e32f2f54SBarry Smith   if (nt > no) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Hmm nt %D no %D",nt,n);
2512cd6534aSBarry Smith   ierr = PetscFree(lindices);CHKERRQ(ierr);
252785e854fSJed Brown   ierr = PetscMalloc1((nt+1),&auglyrmapo);CHKERRQ(ierr);
253992144d0SBarry Smith   for (i=0; i<inA->rmap->mapping->n; i++) {
2542cd6534aSBarry Smith     if (r_rmapo[i]) {
2552cd6534aSBarry Smith       auglyrmapo[(r_rmapo[i]-1)] = i;
2562cd6534aSBarry Smith     }
2572cd6534aSBarry Smith   }
2582cd6534aSBarry Smith   ierr = PetscFree(r_rmapo);CHKERRQ(ierr);
2592cd6534aSBarry Smith   ierr = VecCreateSeq(PETSC_COMM_SELF,nt,&auglyoo);CHKERRQ(ierr);
2602cd6534aSBarry Smith   PetscFunctionReturn(0);
2612cd6534aSBarry Smith }
2622cd6534aSBarry Smith 
2632cd6534aSBarry Smith #undef __FUNCT__
2642cd6534aSBarry Smith #define __FUNCT__ "MatMPIAIJDiagonalScaleLocal"
265dfbe8321SBarry Smith PetscErrorCode MatMPIAIJDiagonalScaleLocal(Mat A,Vec scale)
2662cd6534aSBarry Smith {
26792b32695SKris Buschelman   /* This routine should really be abandoned as it duplicates MatDiagonalScaleLocal */
2684ac538c5SBarry Smith   PetscErrorCode ierr;
26992b32695SKris Buschelman 
27092b32695SKris Buschelman   PetscFunctionBegin;
2714ac538c5SBarry Smith   ierr = PetscTryMethod(A,"MatDiagonalScaleLocal_C",(Mat,Vec),(A,scale));CHKERRQ(ierr);
27292b32695SKris Buschelman   PetscFunctionReturn(0);
27392b32695SKris Buschelman }
27492b32695SKris Buschelman 
27592b32695SKris Buschelman #undef __FUNCT__
27692b32695SKris Buschelman #define __FUNCT__ "MatDiagonalScaleLocal_MPIAIJ"
2777087cfbeSBarry Smith PetscErrorCode  MatDiagonalScaleLocal_MPIAIJ(Mat A,Vec scale)
27892b32695SKris Buschelman {
2792cd6534aSBarry Smith   Mat_MPIAIJ     *a = (Mat_MPIAIJ*) A->data; /*access private part of matrix */
280dfbe8321SBarry Smith   PetscErrorCode ierr;
281b1d57f15SBarry Smith   PetscInt       n,i;
2822cd6534aSBarry Smith   PetscScalar    *d,*o,*s;
2832cd6534aSBarry Smith 
2842cd6534aSBarry Smith   PetscFunctionBegin;
2852cd6534aSBarry Smith   if (!auglyrmapd) {
2862cd6534aSBarry Smith     ierr = MatMPIAIJDiagonalScaleLocalSetUp(A,scale);CHKERRQ(ierr);
2872cd6534aSBarry Smith   }
2882cd6534aSBarry Smith 
2891ebc52fbSHong Zhang   ierr = VecGetArray(scale,&s);CHKERRQ(ierr);
2902cd6534aSBarry Smith 
2912cd6534aSBarry Smith   ierr = VecGetLocalSize(auglydd,&n);CHKERRQ(ierr);
2921ebc52fbSHong Zhang   ierr = VecGetArray(auglydd,&d);CHKERRQ(ierr);
2932cd6534aSBarry Smith   for (i=0; i<n; i++) {
2942cd6534aSBarry Smith     d[i] = s[auglyrmapd[i]]; /* copy "diagonal" (true local) portion of scale into dd vector */
2952cd6534aSBarry Smith   }
2961ebc52fbSHong Zhang   ierr = VecRestoreArray(auglydd,&d);CHKERRQ(ierr);
2972cd6534aSBarry Smith   /* column scale "diagonal" portion of local matrix */
2980298fd71SBarry Smith   ierr = MatDiagonalScale(a->A,NULL,auglydd);CHKERRQ(ierr);
2992cd6534aSBarry Smith 
3002cd6534aSBarry Smith   ierr = VecGetLocalSize(auglyoo,&n);CHKERRQ(ierr);
3011ebc52fbSHong Zhang   ierr = VecGetArray(auglyoo,&o);CHKERRQ(ierr);
3022cd6534aSBarry Smith   for (i=0; i<n; i++) {
3032cd6534aSBarry Smith     o[i] = s[auglyrmapo[i]]; /* copy "off-diagonal" portion of scale into oo vector */
3042cd6534aSBarry Smith   }
3051ebc52fbSHong Zhang   ierr = VecRestoreArray(scale,&s);CHKERRQ(ierr);
3061ebc52fbSHong Zhang   ierr = VecRestoreArray(auglyoo,&o);CHKERRQ(ierr);
3072cd6534aSBarry Smith   /* column scale "off-diagonal" portion of local matrix */
3080298fd71SBarry Smith   ierr = MatDiagonalScale(a->B,NULL,auglyoo);CHKERRQ(ierr);
3092cd6534aSBarry Smith   PetscFunctionReturn(0);
3102cd6534aSBarry Smith }
3112cd6534aSBarry Smith 
31248b35521SBarry Smith 
313