1 2 /* 3 Routines to compute overlapping regions of a parallel MPI matrix. 4 Used for finding submatrices that were shared across processors. 5 */ 6 #include "../src/mat/impls/sbaij/mpi/mpisbaij.h" 7 #include "petscbt.h" 8 9 static PetscErrorCode MatIncreaseOverlap_MPISBAIJ_Once(Mat,PetscInt,IS*); 10 static PetscErrorCode MatIncreaseOverlap_MPISBAIJ_Local(Mat,PetscInt*,PetscInt,PetscInt*,PetscBT*); 11 12 #undef __FUNCT__ 13 #define __FUNCT__ "MatIncreaseOverlap_MPISBAIJ" 14 PetscErrorCode MatIncreaseOverlap_MPISBAIJ(Mat C,PetscInt is_max,IS is[],PetscInt ov) 15 { 16 PetscErrorCode ierr; 17 PetscInt i,N=C->cmap->N, bs=C->rmap->bs; 18 IS *is_new; 19 20 PetscFunctionBegin; 21 ierr = PetscMalloc(is_max*sizeof(IS),&is_new);CHKERRQ(ierr); 22 /* Convert the indices into block format */ 23 ierr = ISCompressIndicesGeneral(N,bs,is_max,is,is_new);CHKERRQ(ierr); 24 if (ov < 0){ SETERRQ(PETSC_COMM_SELF,PETSC_ERR_ARG_OUTOFRANGE,"Negative overlap specified\n");} 25 for (i=0; i<ov; ++i) { 26 ierr = MatIncreaseOverlap_MPISBAIJ_Once(C,is_max,is_new);CHKERRQ(ierr); 27 } 28 for (i=0; i<is_max; i++) {ierr = ISDestroy(is[i]);CHKERRQ(ierr);} 29 ierr = ISExpandIndicesGeneral(N,bs,is_max,is_new,is);CHKERRQ(ierr); 30 for (i=0; i<is_max; i++) {ierr = ISDestroy(is_new[i]);CHKERRQ(ierr);} 31 ierr = PetscFree(is_new);CHKERRQ(ierr); 32 PetscFunctionReturn(0); 33 } 34 35 typedef enum {MINE,OTHER} WhoseOwner; 36 /* data1, odata1 and odata2 are packed in the format (for communication): 37 data[0] = is_max, no of is 38 data[1] = size of is[0] 39 ... 40 data[is_max] = size of is[is_max-1] 41 data[is_max + 1] = data(is[0]) 42 ... 43 data[is_max+1+sum(size of is[k]), k=0,...,i-1] = data(is[i]) 44 ... 45 data2 is packed in the format (for creating output is[]): 46 data[0] = is_max, no of is 47 data[1] = size of is[0] 48 ... 49 data[is_max] = size of is[is_max-1] 50 data[is_max + 1] = data(is[0]) 51 ... 52 data[is_max + 1 + Mbs*i) = data(is[i]) 53 ... 54 */ 55 #undef __FUNCT__ 56 #define __FUNCT__ "MatIncreaseOverlap_MPISBAIJ_Once" 57 static PetscErrorCode MatIncreaseOverlap_MPISBAIJ_Once(Mat C,PetscInt is_max,IS is[]) 58 { 59 Mat_MPISBAIJ *c = (Mat_MPISBAIJ*)C->data; 60 PetscErrorCode ierr; 61 PetscMPIInt size,rank,tag1,tag2,*len_s,nrqr,nrqs,*id_r1,*len_r1,flag,len; 62 const PetscInt *idx_i; 63 PetscInt idx,isz,col,*n,*data1,**data1_start,*data2,*data2_i,*data,*data_i, 64 Mbs,i,j,k,*odata1,*odata2, 65 proc_id,**odata2_ptr,*ctable=0,*btable,len_max,len_est; 66 PetscInt proc_end=0,*iwork,len_unused,nodata2; 67 PetscInt ois_max; /* max no of is[] in each of processor */ 68 char *t_p; 69 MPI_Comm comm; 70 MPI_Request *s_waits1,*s_waits2,r_req; 71 MPI_Status *s_status,r_status; 72 PetscBT *table; /* mark indices of this processor's is[] */ 73 PetscBT table_i; 74 PetscBT otable; /* mark indices of other processors' is[] */ 75 PetscInt bs=C->rmap->bs,Bn = c->B->cmap->n,Bnbs = Bn/bs,*Bowners; 76 IS garray_local,garray_gl; 77 78 PetscFunctionBegin; 79 comm = ((PetscObject)C)->comm; 80 size = c->size; 81 rank = c->rank; 82 Mbs = c->Mbs; 83 84 ierr = PetscObjectGetNewTag((PetscObject)C,&tag1);CHKERRQ(ierr); 85 ierr = PetscObjectGetNewTag((PetscObject)C,&tag2);CHKERRQ(ierr); 86 87 /* create tables used in 88 step 1: table[i] - mark c->garray of proc [i] 89 step 3: table[i] - mark indices of is[i] when whose=MINE 90 table[0] - mark incideces of is[] when whose=OTHER */ 91 len = PetscMax(is_max, size);CHKERRQ(ierr); 92 ierr = PetscMalloc2(len,PetscBT,&table,(Mbs/PETSC_BITS_PER_BYTE+1)*len,char,&t_p);CHKERRQ(ierr); 93 for (i=0; i<len; i++) { 94 table[i] = t_p + (Mbs/PETSC_BITS_PER_BYTE+1)*i; 95 } 96 97 ierr = MPI_Allreduce(&is_max,&ois_max,1,MPIU_INT,MPI_MAX,comm);CHKERRQ(ierr); 98 99 /* 1. Send this processor's is[] to other processors */ 100 /*---------------------------------------------------*/ 101 /* allocate spaces */ 102 ierr = PetscMalloc(is_max*sizeof(PetscInt),&n);CHKERRQ(ierr); 103 len = 0; 104 for (i=0; i<is_max; i++) { 105 ierr = ISGetLocalSize(is[i],&n[i]);CHKERRQ(ierr); 106 len += n[i]; 107 } 108 if (!len) { 109 is_max = 0; 110 } else { 111 len += 1 + is_max; /* max length of data1 for one processor */ 112 } 113 114 115 ierr = PetscMalloc((size*len+1)*sizeof(PetscInt),&data1);CHKERRQ(ierr); 116 ierr = PetscMalloc(size*sizeof(PetscInt*),&data1_start);CHKERRQ(ierr); 117 for (i=0; i<size; i++) data1_start[i] = data1 + i*len; 118 119 ierr = PetscMalloc4(size,PetscInt,&len_s,size,PetscInt,&btable,size,PetscInt,&iwork,size+1,PetscInt,&Bowners);CHKERRQ(ierr); 120 121 /* gather c->garray from all processors */ 122 ierr = ISCreateGeneral(comm,Bnbs,c->garray,PETSC_COPY_VALUES,&garray_local);CHKERRQ(ierr); 123 ierr = ISAllGather(garray_local, &garray_gl);CHKERRQ(ierr); 124 ierr = ISDestroy(garray_local);CHKERRQ(ierr); 125 ierr = MPI_Allgather(&Bnbs,1,MPIU_INT,Bowners+1,1,MPIU_INT,comm);CHKERRQ(ierr); 126 Bowners[0] = 0; 127 for (i=0; i<size; i++) Bowners[i+1] += Bowners[i]; 128 129 if (is_max){ 130 /* hash table ctable which maps c->row to proc_id) */ 131 ierr = PetscMalloc(Mbs*sizeof(PetscInt),&ctable);CHKERRQ(ierr); 132 for (proc_id=0,j=0; proc_id<size; proc_id++) { 133 for (; j<C->rmap->range[proc_id+1]/bs; j++) { 134 ctable[j] = proc_id; 135 } 136 } 137 138 /* hash tables marking c->garray */ 139 ierr = ISGetIndices(garray_gl,&idx_i); 140 for (i=0; i<size; i++){ 141 table_i = table[i]; 142 ierr = PetscBTMemzero(Mbs,table_i);CHKERRQ(ierr); 143 for (j = Bowners[i]; j<Bowners[i+1]; j++){ /* go through B cols of proc[i]*/ 144 ierr = PetscBTSet(table_i,idx_i[j]);CHKERRQ(ierr); 145 } 146 } 147 ierr = ISRestoreIndices(garray_gl,&idx_i);CHKERRQ(ierr); 148 } /* if (is_max) */ 149 ierr = ISDestroy(garray_gl);CHKERRQ(ierr); 150 151 /* evaluate communication - mesg to who, length, and buffer space */ 152 for (i=0; i<size; i++) len_s[i] = 0; 153 154 /* header of data1 */ 155 for (proc_id=0; proc_id<size; proc_id++){ 156 iwork[proc_id] = 0; 157 *data1_start[proc_id] = is_max; 158 data1_start[proc_id]++; 159 for (j=0; j<is_max; j++) { 160 if (proc_id == rank){ 161 *data1_start[proc_id] = n[j]; 162 } else { 163 *data1_start[proc_id] = 0; 164 } 165 data1_start[proc_id]++; 166 } 167 } 168 169 for (i=0; i<is_max; i++) { 170 ierr = ISGetIndices(is[i],&idx_i);CHKERRQ(ierr); 171 for (j=0; j<n[i]; j++){ 172 idx = idx_i[j]; 173 *data1_start[rank] = idx; data1_start[rank]++; /* for local proccessing */ 174 proc_end = ctable[idx]; 175 for (proc_id=0; proc_id<=proc_end; proc_id++){ /* for others to process */ 176 if (proc_id == rank ) continue; /* done before this loop */ 177 if (proc_id < proc_end && !PetscBTLookup(table[proc_id],idx)) 178 continue; /* no need for sending idx to [proc_id] */ 179 *data1_start[proc_id] = idx; data1_start[proc_id]++; 180 len_s[proc_id]++; 181 } 182 } 183 /* update header data */ 184 for (proc_id=0; proc_id<size; proc_id++){ 185 if (proc_id== rank) continue; 186 *(data1 + proc_id*len + 1 + i) = len_s[proc_id] - iwork[proc_id]; 187 iwork[proc_id] = len_s[proc_id] ; 188 } 189 ierr = ISRestoreIndices(is[i],&idx_i);CHKERRQ(ierr); 190 } 191 192 nrqs = 0; nrqr = 0; 193 for (i=0; i<size; i++){ 194 data1_start[i] = data1 + i*len; 195 if (len_s[i]){ 196 nrqs++; 197 len_s[i] += 1 + is_max; /* add no. of header msg */ 198 } 199 } 200 201 for (i=0; i<is_max; i++) { 202 ierr = ISDestroy(is[i]);CHKERRQ(ierr); 203 } 204 ierr = PetscFree(n);CHKERRQ(ierr); 205 ierr = PetscFree(ctable);CHKERRQ(ierr); 206 207 /* Determine the number of messages to expect, their lengths, from from-ids */ 208 ierr = PetscGatherNumberOfMessages(comm,PETSC_NULL,len_s,&nrqr);CHKERRQ(ierr); 209 ierr = PetscGatherMessageLengths(comm,nrqs,nrqr,len_s,&id_r1,&len_r1);CHKERRQ(ierr); 210 211 /* Now post the sends */ 212 ierr = PetscMalloc2(size,MPI_Request,&s_waits1,size,MPI_Request,&s_waits2);CHKERRQ(ierr); 213 k = 0; 214 for (proc_id=0; proc_id<size; proc_id++){ /* send data1 to processor [proc_id] */ 215 if (len_s[proc_id]){ 216 ierr = MPI_Isend(data1_start[proc_id],len_s[proc_id],MPIU_INT,proc_id,tag1,comm,s_waits1+k);CHKERRQ(ierr); 217 k++; 218 } 219 } 220 221 /* 2. Receive other's is[] and process. Then send back */ 222 /*-----------------------------------------------------*/ 223 len = 0; 224 for (i=0; i<nrqr; i++){ 225 if (len_r1[i] > len)len = len_r1[i]; 226 } 227 ierr = PetscFree(len_r1);CHKERRQ(ierr); 228 ierr = PetscFree(id_r1);CHKERRQ(ierr); 229 230 for (proc_id=0; proc_id<size; proc_id++) 231 len_s[proc_id] = iwork[proc_id] = 0; 232 233 ierr = PetscMalloc((len+1)*sizeof(PetscInt),&odata1);CHKERRQ(ierr); 234 ierr = PetscMalloc(size*sizeof(PetscInt**),&odata2_ptr);CHKERRQ(ierr); 235 ierr = PetscBTCreate(Mbs,otable);CHKERRQ(ierr); 236 237 len_max = ois_max*(Mbs+1); /* max space storing all is[] for each receive */ 238 len_est = 2*len_max; /* estimated space of storing is[] for all receiving messages */ 239 ierr = PetscMalloc((len_est+1)*sizeof(PetscInt),&odata2);CHKERRQ(ierr); 240 nodata2 = 0; /* nodata2+1: num of PetscMalloc(,&odata2_ptr[]) called */ 241 odata2_ptr[nodata2] = odata2; 242 len_unused = len_est; /* unused space in the array odata2_ptr[nodata2]-- needs to be >= len_max */ 243 244 k = 0; 245 while (k < nrqr){ 246 /* Receive messages */ 247 ierr = MPI_Iprobe(MPI_ANY_SOURCE,tag1,comm,&flag,&r_status);CHKERRQ(ierr); 248 if (flag){ 249 ierr = MPI_Get_count(&r_status,MPIU_INT,&len);CHKERRQ(ierr); 250 proc_id = r_status.MPI_SOURCE; 251 ierr = MPI_Irecv(odata1,len,MPIU_INT,proc_id,r_status.MPI_TAG,comm,&r_req);CHKERRQ(ierr); 252 ierr = MPI_Wait(&r_req,&r_status);CHKERRQ(ierr); 253 254 /* Process messages */ 255 /* make sure there is enough unused space in odata2 array */ 256 if (len_unused < len_max){ /* allocate more space for odata2 */ 257 ierr = PetscMalloc((len_est+1)*sizeof(PetscInt),&odata2);CHKERRQ(ierr); 258 odata2_ptr[++nodata2] = odata2; 259 len_unused = len_est; 260 } 261 262 ierr = MatIncreaseOverlap_MPISBAIJ_Local(C,odata1,OTHER,odata2,&otable);CHKERRQ(ierr); 263 len = 1 + odata2[0]; 264 for (i=0; i<odata2[0]; i++){ 265 len += odata2[1 + i]; 266 } 267 268 /* Send messages back */ 269 ierr = MPI_Isend(odata2,len,MPIU_INT,proc_id,tag2,comm,s_waits2+k);CHKERRQ(ierr); 270 k++; 271 odata2 += len; 272 len_unused -= len; 273 len_s[proc_id] = len; /* num of messages sending back to [proc_id] by this proc */ 274 } 275 } 276 ierr = PetscFree(odata1);CHKERRQ(ierr); 277 ierr = PetscBTDestroy(otable);CHKERRQ(ierr); 278 279 /* 3. Do local work on this processor's is[] */ 280 /*-------------------------------------------*/ 281 /* make sure there is enough unused space in odata2(=data) array */ 282 len_max = is_max*(Mbs+1); /* max space storing all is[] for this processor */ 283 if (len_unused < len_max){ /* allocate more space for odata2 */ 284 ierr = PetscMalloc((len_est+1)*sizeof(PetscInt),&odata2);CHKERRQ(ierr); 285 odata2_ptr[++nodata2] = odata2; 286 len_unused = len_est; 287 } 288 289 data = odata2; 290 ierr = MatIncreaseOverlap_MPISBAIJ_Local(C,data1_start[rank],MINE,data,table);CHKERRQ(ierr); 291 ierr = PetscFree(data1_start);CHKERRQ(ierr); 292 293 /* 4. Receive work done on other processors, then merge */ 294 /*------------------------------------------------------*/ 295 /* get max number of messages that this processor expects to recv */ 296 ierr = MPI_Allreduce(len_s,iwork,size,MPIU_INT,MPI_MAX,comm);CHKERRQ(ierr); 297 ierr = PetscMalloc((iwork[rank]+1)*sizeof(PetscInt),&data2);CHKERRQ(ierr); 298 ierr = PetscFree4(len_s,btable,iwork,Bowners);CHKERRQ(ierr); 299 300 k = 0; 301 while (k < nrqs){ 302 /* Receive messages */ 303 ierr = MPI_Iprobe(MPI_ANY_SOURCE,tag2,comm,&flag,&r_status); 304 if (flag){ 305 ierr = MPI_Get_count(&r_status,MPIU_INT,&len);CHKERRQ(ierr); 306 proc_id = r_status.MPI_SOURCE; 307 ierr = MPI_Irecv(data2,len,MPIU_INT,proc_id,r_status.MPI_TAG,comm,&r_req);CHKERRQ(ierr); 308 ierr = MPI_Wait(&r_req,&r_status);CHKERRQ(ierr); 309 if (len > 1+is_max){ /* Add data2 into data */ 310 data2_i = data2 + 1 + is_max; 311 for (i=0; i<is_max; i++){ 312 table_i = table[i]; 313 data_i = data + 1 + is_max + Mbs*i; 314 isz = data[1+i]; 315 for (j=0; j<data2[1+i]; j++){ 316 col = data2_i[j]; 317 if (!PetscBTLookupSet(table_i,col)) {data_i[isz++] = col;} 318 } 319 data[1+i] = isz; 320 if (i < is_max - 1) data2_i += data2[1+i]; 321 } 322 } 323 k++; 324 } 325 } 326 ierr = PetscFree(data2);CHKERRQ(ierr); 327 ierr = PetscFree2(table,t_p);CHKERRQ(ierr); 328 329 /* phase 1 sends are complete */ 330 ierr = PetscMalloc(size*sizeof(MPI_Status),&s_status);CHKERRQ(ierr); 331 if (nrqs) {ierr = MPI_Waitall(nrqs,s_waits1,s_status);CHKERRQ(ierr);} 332 ierr = PetscFree(data1);CHKERRQ(ierr); 333 334 /* phase 2 sends are complete */ 335 if (nrqr){ierr = MPI_Waitall(nrqr,s_waits2,s_status);CHKERRQ(ierr);} 336 ierr = PetscFree2(s_waits1,s_waits2);CHKERRQ(ierr); 337 ierr = PetscFree(s_status);CHKERRQ(ierr); 338 339 /* 5. Create new is[] */ 340 /*--------------------*/ 341 for (i=0; i<is_max; i++) { 342 data_i = data + 1 + is_max + Mbs*i; 343 ierr = ISCreateGeneral(PETSC_COMM_SELF,data[1+i],data_i,PETSC_COPY_VALUES,is+i);CHKERRQ(ierr); 344 } 345 for (k=0; k<=nodata2; k++){ 346 ierr = PetscFree(odata2_ptr[k]);CHKERRQ(ierr); 347 } 348 ierr = PetscFree(odata2_ptr);CHKERRQ(ierr); 349 350 PetscFunctionReturn(0); 351 } 352 353 #undef __FUNCT__ 354 #define __FUNCT__ "MatIncreaseOverlap_MPISBAIJ_Local" 355 /* 356 MatIncreaseOverlap_MPISBAIJ_Local - Called by MatIncreaseOverlap, to do 357 the work on the local processor. 358 359 Inputs: 360 C - MAT_MPISBAIJ; 361 data - holds is[]. See MatIncreaseOverlap_MPISBAIJ_Once() for the format. 362 whose - whose is[] to be processed, 363 MINE: this processor's is[] 364 OTHER: other processor's is[] 365 Output: 366 nidx - whose = MINE: 367 holds input and newly found indices in the same format as data 368 whose = OTHER: 369 only holds the newly found indices 370 table - table[i]: mark the indices of is[i], i=0,...,is_max. Used only in the case 'whose=MINE'. 371 */ 372 /* Would computation be reduced by swapping the loop 'for each is' and 'for each row'? */ 373 static PetscErrorCode MatIncreaseOverlap_MPISBAIJ_Local(Mat C,PetscInt *data,PetscInt whose,PetscInt *nidx,PetscBT *table) 374 { 375 Mat_MPISBAIJ *c = (Mat_MPISBAIJ*)C->data; 376 Mat_SeqSBAIJ *a = (Mat_SeqSBAIJ*)(c->A)->data; 377 Mat_SeqBAIJ *b = (Mat_SeqBAIJ*)(c->B)->data; 378 PetscErrorCode ierr; 379 PetscInt row,mbs,Mbs,*nidx_i,col,col_max,isz,isz0,*ai,*aj,*bi,*bj,*garray,rstart,l; 380 PetscInt a_start,a_end,b_start,b_end,i,j,k,is_max,*idx_i,n; 381 PetscBT table0; /* mark the indices of input is[] for look up */ 382 PetscBT table_i; /* poits to i-th table. When whose=OTHER, a single table is used for all is[] */ 383 384 PetscFunctionBegin; 385 Mbs = c->Mbs; mbs = a->mbs; 386 ai = a->i; aj = a->j; 387 bi = b->i; bj = b->j; 388 garray = c->garray; 389 rstart = c->rstartbs; 390 is_max = data[0]; 391 392 ierr = PetscBTCreate(Mbs,table0);CHKERRQ(ierr); 393 394 nidx[0] = is_max; 395 idx_i = data + is_max + 1; /* ptr to input is[0] array */ 396 nidx_i = nidx + is_max + 1; /* ptr to output is[0] array */ 397 for (i=0; i<is_max; i++) { /* for each is */ 398 isz = 0; 399 n = data[1+i]; /* size of input is[i] */ 400 401 /* initialize and set table_i(mark idx and nidx) and table0(only mark idx) */ 402 if (whose == MINE){ /* process this processor's is[] */ 403 table_i = table[i]; 404 nidx_i = nidx + 1+ is_max + Mbs*i; 405 } else { /* process other processor's is[] - only use one temp table */ 406 table_i = table[0]; 407 } 408 ierr = PetscBTMemzero(Mbs,table_i);CHKERRQ(ierr); 409 ierr = PetscBTMemzero(Mbs,table0);CHKERRQ(ierr); 410 if (n==0) { 411 nidx[1+i] = 0; /* size of new is[i] */ 412 continue; 413 } 414 415 isz0 = 0; col_max = 0; 416 for (j=0; j<n; j++){ 417 col = idx_i[j]; 418 if (col >= Mbs) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_ARG_OUTOFRANGE,"index col %D >= Mbs %D",col,Mbs); 419 if(!PetscBTLookupSet(table_i,col)) { 420 ierr = PetscBTSet(table0,col);CHKERRQ(ierr); 421 if (whose == MINE) {nidx_i[isz0] = col;} 422 if (col_max < col) col_max = col; 423 isz0++; 424 } 425 } 426 427 if (whose == MINE) {isz = isz0;} 428 k = 0; /* no. of indices from input is[i] that have been examined */ 429 for (row=0; row<mbs; row++){ 430 a_start = ai[row]; a_end = ai[row+1]; 431 b_start = bi[row]; b_end = bi[row+1]; 432 if (PetscBTLookup(table0,row+rstart)){ /* row is on input is[i]: 433 do row search: collect all col in this row */ 434 for (l = a_start; l<a_end ; l++){ /* Amat */ 435 col = aj[l] + rstart; 436 if (!PetscBTLookupSet(table_i,col)) {nidx_i[isz++] = col;} 437 } 438 for (l = b_start; l<b_end ; l++){ /* Bmat */ 439 col = garray[bj[l]]; 440 if (!PetscBTLookupSet(table_i,col)) {nidx_i[isz++] = col;} 441 } 442 k++; 443 if (k >= isz0) break; /* for (row=0; row<mbs; row++) */ 444 } else { /* row is not on input is[i]: 445 do col serach: add row onto nidx_i if there is a col in nidx_i */ 446 for (l = a_start; l<a_end ; l++){ /* Amat */ 447 col = aj[l] + rstart; 448 if (col > col_max) break; 449 if (PetscBTLookup(table0,col)){ 450 if (!PetscBTLookupSet(table_i,row+rstart)) {nidx_i[isz++] = row+rstart;} 451 break; /* for l = start; l<end ; l++) */ 452 } 453 } 454 for (l = b_start; l<b_end ; l++){ /* Bmat */ 455 col = garray[bj[l]]; 456 if (col > col_max) break; 457 if (PetscBTLookup(table0,col)){ 458 if (!PetscBTLookupSet(table_i,row+rstart)) {nidx_i[isz++] = row+rstart;} 459 break; /* for l = start; l<end ; l++) */ 460 } 461 } 462 } 463 } 464 465 if (i < is_max - 1){ 466 idx_i += n; /* ptr to input is[i+1] array */ 467 nidx_i += isz; /* ptr to output is[i+1] array */ 468 } 469 nidx[1+i] = isz; /* size of new is[i] */ 470 } /* for each is */ 471 ierr = PetscBTDestroy(table0);CHKERRQ(ierr); 472 473 PetscFunctionReturn(0); 474 } 475 476 477