xref: /petsc/src/mat/impls/sbaij/mpi/sbaijov.c (revision 81518dad90d797c72a46abb62ef1624b898bfa16)
1 /*$Id: sbaijov.c,v 1.65 2001/08/06 21:15:42 bsmith Exp $*/
2 
3 /*
4    Routines to compute overlapping regions of a parallel MPI matrix.
5    Used for finding submatrices that were shared across processors.
6 */
7 #include "src/mat/impls/sbaij/mpi/mpisbaij.h"
8 #include "petscbt.h"
9 
10 static int MatIncreaseOverlap_MPISBAIJ_Once(Mat,int,IS*);
11 static int MatIncreaseOverlap_MPISBAIJ_Local(Mat,int*,int,int*,PetscBT*);
12 
13 #undef __FUNCT__
14 #define __FUNCT__ "MatIncreaseOverlap_MPISBAIJ"
15 int MatIncreaseOverlap_MPISBAIJ(Mat C,int is_max,IS is[],int ov)
16 {
17   Mat_MPISBAIJ  *c = (Mat_MPISBAIJ*)C->data;
18   int           i,ierr,N=C->N, bs=c->bs;
19   IS            *is_new;
20 
21   PetscFunctionBegin;
22   ierr = PetscMalloc(is_max*sizeof(IS),&is_new);CHKERRQ(ierr);
23   /* Convert the indices into block format */
24   ierr = ISCompressIndicesGeneral(N,bs,is_max,is,is_new);CHKERRQ(ierr);
25   if (ov < 0){ SETERRQ(PETSC_ERR_ARG_OUTOFRANGE,"Negative overlap specified\n");}
26   for (i=0; i<ov; ++i) {
27     ierr = MatIncreaseOverlap_MPISBAIJ_Once(C,is_max,is_new);CHKERRQ(ierr);
28   }
29   for (i=0; i<is_max; i++) {ierr = ISDestroy(is[i]);CHKERRQ(ierr);}
30   ierr = ISExpandIndicesGeneral(N,bs,is_max,is_new,is);CHKERRQ(ierr);
31   for (i=0; i<is_max; i++) {ierr = ISDestroy(is_new[i]);CHKERRQ(ierr);}
32   ierr = PetscFree(is_new);CHKERRQ(ierr);
33   PetscFunctionReturn(0);
34 }
35 
36 typedef enum {MINE,OTHER} WhoseOwner;
37 /*  data1, odata1 and odata2 are packed in the format (for communication):
38        data[0]          = is_max, no of is
39        data[1]          = size of is[0]
40         ...
41        data[is_max]     = size of is[is_max-1]
42        data[is_max + 1] = data(is[0])
43         ...
44        data[is_max+1+sum(size of is[k]), k=0,...,i-1] = data(is[i])
45         ...
46    data2 is packed in the format (for creating output is[]):
47        data[0]          = is_max, no of is
48        data[1]          = size of is[0]
49         ...
50        data[is_max]     = size of is[is_max-1]
51        data[is_max + 1] = data(is[0])
52         ...
53        data[is_max + 1 + Mbs*i) = data(is[i])
54         ...
55 */
56 #undef __FUNCT__
57 #define __FUNCT__ "MatIncreaseOverlap_MPISBAIJ_Once"
58 static int MatIncreaseOverlap_MPISBAIJ_Once(Mat C,int is_max,IS is[])
59 {
60   Mat_MPISBAIJ  *c = (Mat_MPISBAIJ*)C->data;
61   int         len,idx,*idx_i,isz,col,*n,*data1,**data1_start,*data2,*data2_i,*data,*data_i,
62               size,rank,Mbs,i,j,k,ierr,nrqs,nrqr,*odata1,*odata2,
63               tag1,tag2,flag,proc_id,**odata2_ptr,*ctable=0,*btable,len_max,len_est;
64   int         *id_r1,*len_r1,proc_end=0,*iwork,*len_s,len_unused,nodata2;
65   int         ois_max; /* max no of is[] in each of processor */
66   char        *t_p;
67   MPI_Comm    comm;
68   MPI_Request *s_waits1,*s_waits2,r_req;
69   MPI_Status  *s_status,r_status;
70   PetscBT     *table=0;  /* mark indices of this processor's is[] */
71   PetscBT     table_i;
72   PetscBT     otable; /* mark indices of other processors' is[] */
73   int         bs=c->bs,Bn = c->B->n,Bnbs = Bn/bs,*Bowners;
74   IS          garray_local,garray_gl;
75 
76   PetscFunctionBegin;
77 
78   comm = C->comm;
79   size = c->size;
80   rank = c->rank;
81   Mbs  = c->Mbs;
82 
83   ierr = PetscObjectGetNewTag((PetscObject)C,&tag1);CHKERRQ(ierr);
84   ierr = PetscObjectGetNewTag((PetscObject)C,&tag2);CHKERRQ(ierr);
85 
86   /* create tables used in
87      step 1: table[i] - mark c->garray of proc [i]
88      step 2: table[i] - mark indices of is[i] when whose=MINE
89              table[0] - mark incideces of is[] when whose=OTHER */
90   len = PetscMax(is_max, size);CHKERRQ(ierr);
91   len_max = len*sizeof(PetscBT) + (Mbs/PETSC_BITS_PER_BYTE+1)*len*sizeof(char) + 1;
92   ierr = PetscMalloc(len_max,&table);CHKERRQ(ierr);
93   t_p  = (char *)(table + len);
94   for (i=0; i<len; i++) {
95     table[i]  = t_p  + (Mbs/PETSC_BITS_PER_BYTE+1)*i;
96   }
97 
98   ierr = MPI_Allreduce(&is_max,&ois_max,1,MPI_INT,MPI_MAX,comm);CHKERRQ(ierr);
99 
100   /* 1. Send this processor's is[] to other processors */
101   /*---------------------------------------------------*/
102   /* allocate spaces */
103   ierr = PetscMalloc(is_max*sizeof(int),&n);CHKERRQ(ierr);
104   len = 0;
105   for (i=0; i<is_max; i++) {
106     ierr = ISGetLocalSize(is[i],&n[i]);CHKERRQ(ierr);
107     len += n[i];
108   }
109   if (len == 0) {
110     is_max = 0;
111   } else {
112     len += 1 + is_max; /* max length of data1 for one processor */
113   }
114 
115 
116   ierr = PetscMalloc((size*len+1)*sizeof(int),&data1);CHKERRQ(ierr);
117   ierr = PetscMalloc(size*sizeof(int*),&data1_start);CHKERRQ(ierr);
118   for (i=0; i<size; i++) data1_start[i] = data1 + i*len;
119 
120   ierr = PetscMalloc((size*4+1)*sizeof(int),&len_s);CHKERRQ(ierr);
121   btable  = len_s + size;
122   iwork   = btable + size;
123   Bowners = iwork + size;
124 
125   /* gather c->garray from all processors */
126   ierr = ISCreateGeneral(comm,Bnbs,c->garray,&garray_local);CHKERRQ(ierr);
127   ierr = ISAllGather(garray_local, &garray_gl);CHKERRQ(ierr);
128   ierr = ISDestroy(garray_local);CHKERRQ(ierr);
129   ierr = MPI_Allgather(&Bnbs,1,MPI_INT,Bowners+1,1,MPI_INT,comm);CHKERRQ(ierr);
130   Bowners[0] = 0;
131   for (i=0; i<size; i++) Bowners[i+1] += Bowners[i];
132 
133   if (is_max){
134     /* hash table ctable which maps c->row to proc_id) */
135     ierr = PetscMalloc(Mbs*sizeof(int),&ctable);CHKERRQ(ierr);
136     for (proc_id=0,j=0; proc_id<size; proc_id++) {
137       for (; j<c->rowners[proc_id+1]; j++) {
138         ctable[j] = proc_id;
139       }
140     }
141 
142     /* hash tables marking c->garray */
143     ierr = ISGetIndices(garray_gl,&idx_i);
144     for (i=0; i<size; i++){
145       table_i = table[i];
146       ierr    = PetscBTMemzero(Mbs,table_i);CHKERRQ(ierr);
147       for (j = Bowners[i]; j<Bowners[i+1]; j++){ /* go through B cols of proc[i]*/
148         ierr = PetscBTSet(table_i,idx_i[j]);CHKERRQ(ierr);
149       }
150     }
151     ierr = ISRestoreIndices(garray_gl,&idx_i);CHKERRQ(ierr);
152   }  /* if (is_max) */
153   ierr = ISDestroy(garray_gl);CHKERRQ(ierr);
154 
155   /* evaluate communication - mesg to who, length, and buffer space */
156   for (i=0; i<size; i++) len_s[i] = 0;
157 
158   /* header of data1 */
159   for (proc_id=0; proc_id<size; proc_id++){
160     iwork[proc_id] = 0;
161     *data1_start[proc_id] = is_max;
162     data1_start[proc_id]++;
163     for (j=0; j<is_max; j++) {
164       if (proc_id == rank){
165         *data1_start[proc_id] = n[j];
166       } else {
167         *data1_start[proc_id] = 0;
168       }
169       data1_start[proc_id]++;
170     }
171   }
172 
173   for (i=0; i<is_max; i++) {
174     ierr = ISGetIndices(is[i],&idx_i);CHKERRQ(ierr);
175     for (j=0; j<n[i]; j++){
176       idx = idx_i[j];
177       *data1_start[rank] = idx; data1_start[rank]++; /* for local proccessing */
178       proc_end = ctable[idx];
179       for (proc_id=0;  proc_id<=proc_end; proc_id++){ /* for others to process */
180         if (proc_id == rank ) continue; /* done before this loop */
181         if (proc_id < proc_end && !PetscBTLookup(table[proc_id],idx))
182           continue;   /* no need for sending idx to [proc_id] */
183         *data1_start[proc_id] = idx; data1_start[proc_id]++;
184         len_s[proc_id]++;
185       }
186     }
187     /* update header data */
188     for (proc_id=0; proc_id<size; proc_id++){
189       if (proc_id== rank) continue;
190       *(data1 + proc_id*len + 1 + i) = len_s[proc_id] - iwork[proc_id];
191       iwork[proc_id] = len_s[proc_id] ;
192     }
193     ierr = ISRestoreIndices(is[i],&idx_i);CHKERRQ(ierr);
194   }
195 
196   nrqs = 0; nrqr = 0;
197   for (i=0; i<size; i++){
198     data1_start[i] = data1 + i*len;
199     if (len_s[i]){
200       nrqs++;
201       len_s[i] += 1 + is_max; /* add no. of header msg */
202     }
203   }
204 
205   for (i=0; i<is_max; i++) {
206     ierr = ISDestroy(is[i]);CHKERRQ(ierr);
207   }
208   ierr = PetscFree(n);CHKERRQ(ierr);
209   if (ctable){ierr = PetscFree(ctable);CHKERRQ(ierr);}
210 
211   /* Determine the number of messages to expect, their lengths, from from-ids */
212   ierr = PetscGatherNumberOfMessages(comm,PETSC_NULL,len_s,&nrqr);CHKERRQ(ierr);
213   ierr = PetscGatherMessageLengths(comm,nrqs,nrqr,len_s,&id_r1,&len_r1);CHKERRQ(ierr);
214   /* ierr = PetscPrintf(PETSC_COMM_SELF, "[%d] nrqs: %d, nrqr: %d\n",rank,nrqs,nrqr); */
215 
216   /*  Now  post the sends */
217   ierr = PetscMalloc(2*size*sizeof(MPI_Request),&s_waits1);CHKERRQ(ierr);
218   s_waits2 = s_waits1 + size;
219   k = 0;
220   for (proc_id=0; proc_id<size; proc_id++){  /* send data1 to processor [proc_id] */
221     if (len_s[proc_id]){
222       ierr = MPI_Isend(data1_start[proc_id],len_s[proc_id],MPI_INT,proc_id,tag1,comm,s_waits1+k);CHKERRQ(ierr);
223       k++;
224     }
225   }
226 
227   /* 2. Do local work on this processor's is[] */
228   /*-------------------------------------------*/
229   len_max = is_max*(Mbs+1); /* max space storing all is[] for this processor */
230   ierr = PetscMalloc((len_max+1)*sizeof(int),&data);CHKERRQ(ierr);
231   ierr = MatIncreaseOverlap_MPISBAIJ_Local(C,data1_start[rank],MINE,data,table);CHKERRQ(ierr);
232   ierr = PetscFree(data1_start);CHKERRQ(ierr);
233 
234   /* 3. Receive other's is[] and process. Then send back */
235   /*-----------------------------------------------------*/
236   len = 0;
237   for (i=0; i<nrqr; i++){
238     if (len_r1[i] > len)len = len_r1[i];
239     /* ierr = PetscPrintf(PETSC_COMM_SELF, "[%d] expect to recv len=%d from [%d]\n",rank,len_r1[i],id_r1[i]); */
240   }
241   ierr = PetscMalloc((len+1)*sizeof(int),&odata1);CHKERRQ(ierr);
242   ierr = PetscMalloc((size+1)*sizeof(int**),&odata2_ptr);CHKERRQ(ierr);
243   ierr = PetscBTCreate(Mbs,otable);CHKERRQ(ierr);
244 
245   len_max = ois_max*(Mbs+1);  /* max space storing all is[] for each receive */
246   len_est = 2*len_max; /* estimated space of storing is[] for all receiving messages */
247   nodata2 = 0;       /* nodata2+1: num of PetscMalloc(,&odata2_ptr[]) called */
248   ierr = PetscMalloc((len_est+1)*sizeof(int),&odata2_ptr[nodata2]);CHKERRQ(ierr);
249   odata2     = odata2_ptr[nodata2];
250   len_unused = len_est; /* unused space in the array odata2_ptr[nodata2]-- needs to be >= len_max  */
251 
252   k = 0;
253   while (k < nrqr){
254     /* Receive messages */
255     ierr = MPI_Iprobe(MPI_ANY_SOURCE,tag1,comm,&flag,&r_status);CHKERRQ(ierr);
256     if (flag){
257       ierr = MPI_Get_count(&r_status,MPI_INT,&len);CHKERRQ(ierr);
258       proc_id = r_status.MPI_SOURCE;
259       ierr = MPI_Irecv(odata1,len,MPI_INT,proc_id,r_status.MPI_TAG,comm,&r_req);CHKERRQ(ierr);
260       ierr = MPI_Wait(&r_req,&r_status);CHKERRQ(ierr);
261       /* ierr = PetscPrintf(PETSC_COMM_SELF, " [%d] recv %d from [%d]\n",rank,len,proc_id); */
262 
263       /*  Process messages */
264       /*  check if there is enough unused space in odata2 array */
265       if (len_unused < len_max){ /* allocate more space for odata2 */
266         ierr = PetscMalloc((len_est+1)*sizeof(int),&odata2_ptr[++nodata2]);CHKERRQ(ierr);
267         odata2 = odata2_ptr[nodata2];
268         len_unused = len_est;
269         /* ierr = PetscPrintf(PETSC_COMM_SELF, " [%d] Malloc odata2, nodata2: %d\n",rank,nodata2); */
270       }
271 
272       ierr = MatIncreaseOverlap_MPISBAIJ_Local(C,odata1,OTHER,odata2,&otable);CHKERRQ(ierr);
273       len = 1 + odata2[0];
274       for (i=0; i<odata2[0]; i++){
275         len += odata2[1 + i];
276       }
277 
278       /* Send messages back */
279       ierr = MPI_Isend(odata2,len,MPI_INT,proc_id,tag2,comm,s_waits2+k);CHKERRQ(ierr);
280       /* ierr = PetscPrintf(PETSC_COMM_SELF," [%d] send %d back to [%d] \n",rank,len,proc_id); */
281       k++;
282       odata2     += len;
283       len_unused -= len;
284     }
285   }
286   ierr = PetscFree(odata1);CHKERRQ(ierr);
287 
288   /* 4. Receive work done on other processors, then merge */
289   /*------------------------------------------------------*/
290   data2 = odata2;
291   /* check if there is enough unused space in odata2(=data2) array */
292   if (len_unused < len_max){ /* allocate more space for odata2 */
293     ierr = PetscMalloc((len_est+1)*sizeof(int),&odata2_ptr[++nodata2]);CHKERRQ(ierr);
294     data2 = odata2_ptr[nodata2];
295     len_unused = len_est;
296     /* ierr = PetscPrintf(PETSC_COMM_SELF, " [%d] Malloc data2, nodata2: %d\n",rank,nodata2); */
297   }
298 
299   k = 0;
300   while (k < nrqs){
301     /* Receive messages */
302     ierr = MPI_Iprobe(MPI_ANY_SOURCE,tag2,comm,&flag,&r_status);
303     if (flag){
304       ierr = MPI_Get_count(&r_status,MPI_INT,&len);CHKERRQ(ierr);
305       proc_id = r_status.MPI_SOURCE;
306       ierr = MPI_Irecv(data2,len,MPI_INT,proc_id,r_status.MPI_TAG,comm,&r_req);CHKERRQ(ierr);
307       ierr = MPI_Wait(&r_req,&r_status);CHKERRQ(ierr);
308       /* ierr = PetscPrintf(PETSC_COMM_SELF," [%d] recv %d from [%d], data2:\n",rank,len,proc_id); */
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 
327   /* phase 1 sends are complete */
328   ierr = PetscMalloc(size*sizeof(MPI_Status),&s_status);CHKERRQ(ierr);
329   if (nrqs){
330     ierr = MPI_Waitall(nrqs,s_waits1,s_status);CHKERRQ(ierr);
331   }
332   ierr = PetscFree(data1);CHKERRQ(ierr);
333 
334   /* phase 3 sends are complete */
335   if (nrqr){
336     ierr = MPI_Waitall(nrqr,s_waits2,s_status);CHKERRQ(ierr);
337   }
338   for (k=0; k<=nodata2; k++){
339     ierr = PetscFree(odata2_ptr[k]);CHKERRQ(ierr);
340   }
341   ierr = PetscFree(odata2_ptr);CHKERRQ(ierr);
342 
343   /* 5. Create new is[] */
344   /*--------------------*/
345   for (i=0; i<is_max; i++) {
346     data_i = data + 1 + is_max + Mbs*i;
347     ierr = ISCreateGeneral(PETSC_COMM_SELF,data[1+i],data_i,is+i);CHKERRQ(ierr);
348   }
349 
350   ierr = PetscFree(data);CHKERRQ(ierr);
351   ierr = PetscFree(s_waits1);CHKERRQ(ierr);
352   ierr = PetscFree(s_status);CHKERRQ(ierr);
353   if (table) {ierr = PetscFree(table);CHKERRQ(ierr);}
354   ierr = PetscBTDestroy(otable);CHKERRQ(ierr);
355 
356   ierr = PetscFree(len_s);CHKERRQ(ierr);
357   ierr = PetscFree(id_r1);CHKERRQ(ierr);
358   ierr = PetscFree(len_r1);CHKERRQ(ierr);
359 
360   PetscFunctionReturn(0);
361 }
362 
363 #undef __FUNCT__
364 #define __FUNCT__ "MatIncreaseOverlap_MPISBAIJ_Local"
365 /*
366    MatIncreaseOverlap_MPISBAIJ_Local - Called by MatIncreaseOverlap, to do
367        the work on the local processor.
368 
369      Inputs:
370       C      - MAT_MPISBAIJ;
371       data   - holds is[]. See MatIncreaseOverlap_MPISBAIJ_Once() for the format.
372       whose  - whose is[] to be processed,
373                MINE:  this processor's is[]
374                OTHER: other processor's is[]
375      Output:
376        nidx  - whose = MINE:
377                      holds input and newly found indices in the same format as data
378                whose = OTHER:
379                      only holds the newly found indices
380        table - table[i]: mark the indices of is[i], i=0,...,is_max. Used only in the case 'whose=MINE'.
381 */
382 /* Would computation be reduced by swapping the loop 'for each is' and 'for each row'? */
383 static int MatIncreaseOverlap_MPISBAIJ_Local(Mat C,int *data,int whose,int *nidx,PetscBT *table)
384 {
385   Mat_MPISBAIJ *c = (Mat_MPISBAIJ*)C->data;
386   Mat_SeqSBAIJ *a = (Mat_SeqSBAIJ*)(c->A)->data;
387   Mat_SeqBAIJ  *b = (Mat_SeqBAIJ*)(c->B)->data;
388   int          ierr,row,mbs,Mbs,*nidx_i,col,col_max,isz,isz0,*ai,*aj,*bi,*bj,*garray,rstart,l;
389   int          a_start,a_end,b_start,b_end,i,j,k,is_max,*idx_i,n;
390   PetscBT      table0;  /* mark the indices of input is[] for look up */
391   PetscBT      table_i; /* poits to i-th table. When whose=OTHER, a single table is used for all is[] */
392 
393   PetscFunctionBegin;
394   Mbs = c->Mbs; mbs = a->mbs;
395   ai = a->i; aj = a->j;
396   bi = b->i; bj = b->j;
397   garray = c->garray;
398   rstart = c->rstart;
399   is_max = data[0];
400 
401   ierr = PetscBTCreate(Mbs,table0);CHKERRQ(ierr);
402 
403   nidx[0] = is_max;
404   idx_i   = data + is_max + 1; /* ptr to input is[0] array */
405   nidx_i  = nidx + is_max + 1; /* ptr to output is[0] array */
406   for (i=0; i<is_max; i++) { /* for each is */
407     isz  = 0;
408     n = data[1+i]; /* size of input is[i] */
409 
410     /* initialize and set table_i(mark idx and nidx) and table0(only mark idx) */
411     if (whose == MINE){ /* process this processor's is[] */
412       table_i = table[i];
413       nidx_i  = nidx + 1+ is_max + Mbs*i;
414     } else {            /* process other processor's is[] - only use one temp table */
415       table_i = table[0];
416     }
417     ierr = PetscBTMemzero(Mbs,table_i);CHKERRQ(ierr);
418     ierr = PetscBTMemzero(Mbs,table0);CHKERRQ(ierr);
419     if (n==0) {
420        nidx[1+i] = 0; /* size of new is[i] */
421        continue;
422     }
423 
424     isz0 = 0; col_max = 0;
425     for (j=0; j<n; j++){
426       col = idx_i[j];
427       if (col >= Mbs) SETERRQ2(PETSC_ERR_ARG_OUTOFRANGE,"index col %d >= Mbs %d",col,Mbs);
428       if(!PetscBTLookupSet(table_i,col)) {
429         ierr = PetscBTSet(table0,col);CHKERRQ(ierr);
430         if (whose == MINE) {nidx_i[isz0] = col;}
431         if (col_max < col) col_max = col;
432         isz0++;
433       }
434     }
435 
436     if (whose == MINE) {isz = isz0;}
437     k = 0;  /* no. of indices from input is[i] that have been examined */
438     for (row=0; row<mbs; row++){
439       a_start = ai[row]; a_end = ai[row+1];
440       b_start = bi[row]; b_end = bi[row+1];
441       if (PetscBTLookup(table0,row+rstart)){ /* row is on input is[i]:
442                                                 do row search: collect all col in this row */
443         for (l = a_start; l<a_end ; l++){ /* Amat */
444           col = aj[l] + rstart;
445           if (!PetscBTLookupSet(table_i,col)) {nidx_i[isz++] = col;}
446         }
447         for (l = b_start; l<b_end ; l++){ /* Bmat */
448           col = garray[bj[l]];
449           if (!PetscBTLookupSet(table_i,col)) {nidx_i[isz++] = col;}
450         }
451         k++;
452         if (k >= isz0) break; /* for (row=0; row<mbs; row++) */
453       } else { /* row is not on input is[i]:
454                   do col serach: add row onto nidx_i if there is a col in nidx_i */
455         for (l = a_start; l<a_end ; l++){ /* Amat */
456           col = aj[l] + rstart;
457           if (col > col_max) break;
458           if (PetscBTLookup(table0,col)){
459             if (!PetscBTLookupSet(table_i,row+rstart)) {nidx_i[isz++] = row+rstart;}
460             break; /* for l = start; l<end ; l++) */
461           }
462         }
463         for (l = b_start; l<b_end ; l++){ /* Bmat */
464           col = garray[bj[l]];
465           if (col > col_max) break;
466           if (PetscBTLookup(table0,col)){
467             if (!PetscBTLookupSet(table_i,row+rstart)) {nidx_i[isz++] = row+rstart;}
468             break; /* for l = start; l<end ; l++) */
469           }
470         }
471       }
472     }
473 
474     if (i < is_max - 1){
475       idx_i  += n;   /* ptr to input is[i+1] array */
476       nidx_i += isz; /* ptr to output is[i+1] array */
477     }
478     nidx[1+i] = isz; /* size of new is[i] */
479   } /* for each is */
480   ierr = PetscBTDestroy(table0);CHKERRQ(ierr);
481 
482   PetscFunctionReturn(0);
483 }
484 
485 
486