xref: /petsc/src/sys/utils/sortd.c (revision 42f965a0ff5eecf0e4aa5fc9705abe0e168bb37f)
1e5c89e4eSSatish Balay /*
2e5c89e4eSSatish Balay    This file contains routines for sorting doubles.  Values are sorted in place.
3e5c89e4eSSatish Balay    These are provided because the general sort routines incur a great deal
4a5b23f4aSJose E. Roman    of overhead in calling the comparison routines.
5e5c89e4eSSatish Balay 
6e5c89e4eSSatish Balay  */
7c6db04a5SJed Brown #include <petscsys.h> /*I  "petscsys.h"  I*/
839f41f7fSStefano Zampini #include <petsc/private/petscimpl.h>
9e5c89e4eSSatish Balay 
109371c9d4SSatish Balay #define SWAP(a, b, t) \
11a8f51744SPierre Jolivet   do { \
129371c9d4SSatish Balay     t = a; \
139371c9d4SSatish Balay     a = b; \
149371c9d4SSatish Balay     b = t; \
15a8f51744SPierre Jolivet   } while (0)
16e5c89e4eSSatish Balay 
176a7c706bSVaclav Hapla /*@
18811af0c4SBarry Smith   PetscSortedReal - Determines whether the array of `PetscReal` is sorted.
196a7c706bSVaclav Hapla 
206a7c706bSVaclav Hapla   Not Collective
216a7c706bSVaclav Hapla 
226a7c706bSVaclav Hapla   Input Parameters:
236a7c706bSVaclav Hapla + n - number of values
246a7c706bSVaclav Hapla - X - array of integers
256a7c706bSVaclav Hapla 
262fe279fdSBarry Smith   Output Parameter:
276a7c706bSVaclav Hapla . sorted - flag whether the array is sorted
286a7c706bSVaclav Hapla 
296a7c706bSVaclav Hapla   Level: intermediate
306a7c706bSVaclav Hapla 
31db781477SPatrick Sanan .seealso: `PetscSortReal()`, `PetscSortedInt()`, `PetscSortedMPIInt()`
326a7c706bSVaclav Hapla @*/
33d71ae5a4SJacob Faibussowitsch PetscErrorCode PetscSortedReal(PetscInt n, const PetscReal X[], PetscBool *sorted)
34d71ae5a4SJacob Faibussowitsch {
356a7c706bSVaclav Hapla   PetscFunctionBegin;
366a7c706bSVaclav Hapla   PetscSorted(n, X, *sorted);
373ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
386a7c706bSVaclav Hapla }
396a7c706bSVaclav Hapla 
40e5c89e4eSSatish Balay /* A simple version of quicksort; taken from Kernighan and Ritchie, page 87 */
41d71ae5a4SJacob Faibussowitsch static PetscErrorCode PetscSortReal_Private(PetscReal *v, PetscInt right)
42d71ae5a4SJacob Faibussowitsch {
43e5c89e4eSSatish Balay   PetscInt  i, last;
44e5c89e4eSSatish Balay   PetscReal vl, tmp;
45e5c89e4eSSatish Balay 
46e5c89e4eSSatish Balay   PetscFunctionBegin;
47e5c89e4eSSatish Balay   if (right <= 1) {
48e5c89e4eSSatish Balay     if (right == 1) {
49e5c89e4eSSatish Balay       if (v[0] > v[1]) SWAP(v[0], v[1], tmp);
50e5c89e4eSSatish Balay     }
513ba16761SJacob Faibussowitsch     PetscFunctionReturn(PETSC_SUCCESS);
52e5c89e4eSSatish Balay   }
53e5c89e4eSSatish Balay   SWAP(v[0], v[right / 2], tmp);
54e5c89e4eSSatish Balay   vl   = v[0];
55e5c89e4eSSatish Balay   last = 0;
56e5c89e4eSSatish Balay   for (i = 1; i <= right; i++) {
579371c9d4SSatish Balay     if (v[i] < vl) {
589371c9d4SSatish Balay       last++;
599371c9d4SSatish Balay       SWAP(v[last], v[i], tmp);
609371c9d4SSatish Balay     }
61e5c89e4eSSatish Balay   }
62e5c89e4eSSatish Balay   SWAP(v[0], v[last], tmp);
633ba16761SJacob Faibussowitsch   PetscCall(PetscSortReal_Private(v, last - 1));
643ba16761SJacob Faibussowitsch   PetscCall(PetscSortReal_Private(v + last + 1, right - (last + 1)));
653ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
66e5c89e4eSSatish Balay }
67e5c89e4eSSatish Balay 
68e5c89e4eSSatish Balay /*@
69811af0c4SBarry Smith   PetscSortReal - Sorts an array of `PetscReal` in place in increasing order.
70e5c89e4eSSatish Balay 
71e5c89e4eSSatish Balay   Not Collective
72e5c89e4eSSatish Balay 
73e5c89e4eSSatish Balay   Input Parameters:
74e5c89e4eSSatish Balay + n - number of values
75e5c89e4eSSatish Balay - v - array of doubles
76e5c89e4eSSatish Balay 
77667f096bSBarry Smith   Level: intermediate
78667f096bSBarry Smith 
79811af0c4SBarry Smith   Note:
80811af0c4SBarry Smith   This function serves as an alternative to `PetscRealSortSemiOrdered()`, and may perform faster especially if the array
81a5b23f4aSJose E. Roman   is completely random. There are exceptions to this and so it is __highly__ recommended that the user benchmark their
82676f2a66SJacob Faibussowitsch   code to see which routine is fastest.
83676f2a66SJacob Faibussowitsch 
84db781477SPatrick Sanan .seealso: `PetscRealSortSemiOrdered()`, `PetscSortInt()`, `PetscSortRealWithPermutation()`, `PetscSortRealWithArrayInt()`
85e5c89e4eSSatish Balay @*/
86d71ae5a4SJacob Faibussowitsch PetscErrorCode PetscSortReal(PetscInt n, PetscReal v[])
87d71ae5a4SJacob Faibussowitsch {
88e5c89e4eSSatish Balay   PetscInt  j, k;
89e5c89e4eSSatish Balay   PetscReal tmp, vk;
90e5c89e4eSSatish Balay 
91e5c89e4eSSatish Balay   PetscFunctionBegin;
924f572ea9SToby Isaac   PetscAssertPointer(v, 2);
93e5c89e4eSSatish Balay   if (n < 8) {
94e5c89e4eSSatish Balay     for (k = 0; k < n; k++) {
95e5c89e4eSSatish Balay       vk = v[k];
96e5c89e4eSSatish Balay       for (j = k + 1; j < n; j++) {
97e5c89e4eSSatish Balay         if (vk > v[j]) {
98e5c89e4eSSatish Balay           SWAP(v[k], v[j], tmp);
99e5c89e4eSSatish Balay           vk = v[k];
100e5c89e4eSSatish Balay         }
101e5c89e4eSSatish Balay       }
102e5c89e4eSSatish Balay     }
1033ba16761SJacob Faibussowitsch   } else PetscCall(PetscSortReal_Private(v, n - 1));
1043ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
105e5c89e4eSSatish Balay }
106e5c89e4eSSatish Balay 
1079371c9d4SSatish Balay #define SWAP2ri(a, b, c, d, rt, it) \
108a8f51744SPierre Jolivet   do { \
1099371c9d4SSatish Balay     rt = a; \
1109371c9d4SSatish Balay     a  = b; \
1119371c9d4SSatish Balay     b  = rt; \
1129371c9d4SSatish Balay     it = c; \
1139371c9d4SSatish Balay     c  = d; \
1149371c9d4SSatish Balay     d  = it; \
115a8f51744SPierre Jolivet   } while (0)
11639f41f7fSStefano Zampini 
11739f41f7fSStefano Zampini /* modified from PetscSortIntWithArray_Private */
118d71ae5a4SJacob Faibussowitsch static PetscErrorCode PetscSortRealWithArrayInt_Private(PetscReal *v, PetscInt *V, PetscInt right)
119d71ae5a4SJacob Faibussowitsch {
12039f41f7fSStefano Zampini   PetscInt  i, last, itmp;
12139f41f7fSStefano Zampini   PetscReal rvl, rtmp;
12239f41f7fSStefano Zampini 
12339f41f7fSStefano Zampini   PetscFunctionBegin;
12439f41f7fSStefano Zampini   if (right <= 1) {
12539f41f7fSStefano Zampini     if (right == 1) {
12639f41f7fSStefano Zampini       if (v[0] > v[1]) SWAP2ri(v[0], v[1], V[0], V[1], rtmp, itmp);
12739f41f7fSStefano Zampini     }
1283ba16761SJacob Faibussowitsch     PetscFunctionReturn(PETSC_SUCCESS);
12939f41f7fSStefano Zampini   }
13039f41f7fSStefano Zampini   SWAP2ri(v[0], v[right / 2], V[0], V[right / 2], rtmp, itmp);
13139f41f7fSStefano Zampini   rvl  = v[0];
13239f41f7fSStefano Zampini   last = 0;
13339f41f7fSStefano Zampini   for (i = 1; i <= right; i++) {
1349371c9d4SSatish Balay     if (v[i] < rvl) {
1359371c9d4SSatish Balay       last++;
1369371c9d4SSatish Balay       SWAP2ri(v[last], v[i], V[last], V[i], rtmp, itmp);
1379371c9d4SSatish Balay     }
13839f41f7fSStefano Zampini   }
13939f41f7fSStefano Zampini   SWAP2ri(v[0], v[last], V[0], V[last], rtmp, itmp);
1409566063dSJacob Faibussowitsch   PetscCall(PetscSortRealWithArrayInt_Private(v, V, last - 1));
1419566063dSJacob Faibussowitsch   PetscCall(PetscSortRealWithArrayInt_Private(v + last + 1, V + last + 1, right - (last + 1)));
1423ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
14339f41f7fSStefano Zampini }
14439f41f7fSStefano Zampini /*@
145811af0c4SBarry Smith   PetscSortRealWithArrayInt - Sorts an array of `PetscReal` in place in increasing order;
146811af0c4SBarry Smith   changes a second `PetscInt` array to match the sorted first array.
14739f41f7fSStefano Zampini 
14839f41f7fSStefano Zampini   Not Collective
14939f41f7fSStefano Zampini 
15039f41f7fSStefano Zampini   Input Parameters:
15139f41f7fSStefano Zampini + n  - number of values
152aec76313SJacob Faibussowitsch . Ii - array of integers
153aec76313SJacob Faibussowitsch - r  - second array of integers
15439f41f7fSStefano Zampini 
15539f41f7fSStefano Zampini   Level: intermediate
15639f41f7fSStefano Zampini 
157db781477SPatrick Sanan .seealso: `PetscSortReal()`
15839f41f7fSStefano Zampini @*/
159d71ae5a4SJacob Faibussowitsch PetscErrorCode PetscSortRealWithArrayInt(PetscInt n, PetscReal r[], PetscInt Ii[])
160d71ae5a4SJacob Faibussowitsch {
16139f41f7fSStefano Zampini   PetscInt  j, k, itmp;
16239f41f7fSStefano Zampini   PetscReal rk, rtmp;
16339f41f7fSStefano Zampini 
16439f41f7fSStefano Zampini   PetscFunctionBegin;
1654f572ea9SToby Isaac   PetscAssertPointer(r, 2);
1664f572ea9SToby Isaac   PetscAssertPointer(Ii, 3);
16739f41f7fSStefano Zampini   if (n < 8) {
16839f41f7fSStefano Zampini     for (k = 0; k < n; k++) {
16939f41f7fSStefano Zampini       rk = r[k];
17039f41f7fSStefano Zampini       for (j = k + 1; j < n; j++) {
17139f41f7fSStefano Zampini         if (rk > r[j]) {
17239f41f7fSStefano Zampini           SWAP2ri(r[k], r[j], Ii[k], Ii[j], rtmp, itmp);
17339f41f7fSStefano Zampini           rk = r[k];
17439f41f7fSStefano Zampini         }
17539f41f7fSStefano Zampini       }
17639f41f7fSStefano Zampini     }
17739f41f7fSStefano Zampini   } else {
1789566063dSJacob Faibussowitsch     PetscCall(PetscSortRealWithArrayInt_Private(r, Ii, n - 1));
17939f41f7fSStefano Zampini   }
1803ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
18139f41f7fSStefano Zampini }
18239f41f7fSStefano Zampini 
18339f41f7fSStefano Zampini /*@
1847a43aa34SPierre Jolivet   PetscFindReal - Finds a `PetscReal` in a sorted array of `PetscReal`s
18539f41f7fSStefano Zampini 
18639f41f7fSStefano Zampini   Not Collective
18739f41f7fSStefano Zampini 
18839f41f7fSStefano Zampini   Input Parameters:
18939f41f7fSStefano Zampini + key - the value to locate
19039f41f7fSStefano Zampini . n   - number of values in the array
191aec76313SJacob Faibussowitsch . t   - array of values
19239f41f7fSStefano Zampini - eps - tolerance used to compare
19339f41f7fSStefano Zampini 
19439f41f7fSStefano Zampini   Output Parameter:
19539f41f7fSStefano Zampini . loc - the location if found, otherwise -(slot+1) where slot is the place the value would go
19639f41f7fSStefano Zampini 
19739f41f7fSStefano Zampini   Level: intermediate
19839f41f7fSStefano Zampini 
199db781477SPatrick Sanan .seealso: `PetscSortReal()`, `PetscSortRealWithArrayInt()`
20039f41f7fSStefano Zampini @*/
201d71ae5a4SJacob Faibussowitsch PetscErrorCode PetscFindReal(PetscReal key, PetscInt n, const PetscReal t[], PetscReal eps, PetscInt *loc)
202d71ae5a4SJacob Faibussowitsch {
20339f41f7fSStefano Zampini   PetscInt lo = 0, hi = n;
20439f41f7fSStefano Zampini 
20539f41f7fSStefano Zampini   PetscFunctionBegin;
2064f572ea9SToby Isaac   PetscAssertPointer(loc, 5);
2079371c9d4SSatish Balay   if (!n) {
2089371c9d4SSatish Balay     *loc = -1;
2093ba16761SJacob Faibussowitsch     PetscFunctionReturn(PETSC_SUCCESS);
2109371c9d4SSatish Balay   }
2114f572ea9SToby Isaac   PetscAssertPointer(t, 3);
21239f41f7fSStefano Zampini   while (hi - lo > 1) {
21339f41f7fSStefano Zampini     PetscInt mid = lo + (hi - lo) / 2;
214*42f965a0SMatthew G. Knepley     PetscAssert(t[lo] <= t[mid] && t[mid] <= t[hi - 1], PETSC_COMM_SELF, PETSC_ERR_ARG_WRONG, "Input array was not sorted: (%g, %g, %g)", (double)t[lo], (double)t[mid], (double)t[hi - 1]);
21539f41f7fSStefano Zampini     if (key < t[mid]) hi = mid;
21639f41f7fSStefano Zampini     else lo = mid;
21739f41f7fSStefano Zampini   }
21839f41f7fSStefano Zampini   *loc = (PetscAbsReal(key - t[lo]) < eps) ? lo : -(lo + (key > t[lo]) + 1);
2193ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
22039f41f7fSStefano Zampini }
221745b41b2SMatthew G. Knepley 
222745b41b2SMatthew G. Knepley /*@
223811af0c4SBarry Smith   PetscSortRemoveDupsReal - Sorts an array of `PetscReal` in place in increasing order and removes all duplicate entries
224745b41b2SMatthew G. Knepley 
225745b41b2SMatthew G. Knepley   Not Collective
226745b41b2SMatthew G. Knepley 
227745b41b2SMatthew G. Knepley   Input Parameters:
228745b41b2SMatthew G. Knepley + n - number of values
229745b41b2SMatthew G. Knepley - v - array of doubles
230745b41b2SMatthew G. Knepley 
231745b41b2SMatthew G. Knepley   Output Parameter:
232745b41b2SMatthew G. Knepley . n - number of non-redundant values
233745b41b2SMatthew G. Knepley 
234745b41b2SMatthew G. Knepley   Level: intermediate
235745b41b2SMatthew G. Knepley 
236db781477SPatrick Sanan .seealso: `PetscSortReal()`, `PetscSortRemoveDupsInt()`
237745b41b2SMatthew G. Knepley @*/
238d71ae5a4SJacob Faibussowitsch PetscErrorCode PetscSortRemoveDupsReal(PetscInt *n, PetscReal v[])
239d71ae5a4SJacob Faibussowitsch {
240745b41b2SMatthew G. Knepley   PetscInt i, s = 0, N = *n, b = 0;
241745b41b2SMatthew G. Knepley 
242745b41b2SMatthew G. Knepley   PetscFunctionBegin;
2439566063dSJacob Faibussowitsch   PetscCall(PetscSortReal(N, v));
244745b41b2SMatthew G. Knepley   for (i = 0; i < N - 1; i++) {
245745b41b2SMatthew G. Knepley     if (v[b + s + 1] != v[b]) {
2469371c9d4SSatish Balay       v[b + 1] = v[b + s + 1];
2479371c9d4SSatish Balay       b++;
248745b41b2SMatthew G. Knepley     } else s++;
249745b41b2SMatthew G. Knepley   }
250745b41b2SMatthew G. Knepley   *n = N - s;
2513ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
252745b41b2SMatthew G. Knepley }
253745b41b2SMatthew G. Knepley 
254d97c5584SHong Zhang /*@
255811af0c4SBarry Smith   PetscSortSplit - Quick-sort split of an array of `PetscScalar`s in place.
256d97c5584SHong Zhang 
257d97c5584SHong Zhang   Not Collective
258d97c5584SHong Zhang 
259d97c5584SHong Zhang   Input Parameters:
2607a43aa34SPierre Jolivet + ncut - splitting index
2616b867d5aSJose E. Roman - n    - number of values to sort
262d97c5584SHong Zhang 
2636b867d5aSJose E. Roman   Input/Output Parameters:
2646b867d5aSJose E. Roman + a   - array of values, on output the values are permuted such that its elements satisfy:
265d97c5584SHong Zhang            abs(a[i]) >= abs(a[ncut-1]) for i < ncut and
266d97c5584SHong Zhang            abs(a[i]) <= abs(a[ncut-1]) for i >= ncut
2676b867d5aSJose E. Roman - idx - index for array a, on output permuted accordingly
268d97c5584SHong Zhang 
269d97c5584SHong Zhang   Level: intermediate
270d97c5584SHong Zhang 
271db781477SPatrick Sanan .seealso: `PetscSortInt()`, `PetscSortRealWithPermutation()`
272d97c5584SHong Zhang @*/
273d71ae5a4SJacob Faibussowitsch PetscErrorCode PetscSortSplit(PetscInt ncut, PetscInt n, PetscScalar a[], PetscInt idx[])
274d71ae5a4SJacob Faibussowitsch {
275d97c5584SHong Zhang   PetscInt    i, mid, last, itmp, j, first;
276d97c5584SHong Zhang   PetscScalar d, tmp;
277d97c5584SHong Zhang   PetscReal   abskey;
278d97c5584SHong Zhang 
279d97c5584SHong Zhang   PetscFunctionBegin;
280d97c5584SHong Zhang   first = 0;
281d97c5584SHong Zhang   last  = n - 1;
2823ba16761SJacob Faibussowitsch   if (ncut < first || ncut > last) PetscFunctionReturn(PETSC_SUCCESS);
283d97c5584SHong Zhang 
284d97c5584SHong Zhang   while (1) {
285d97c5584SHong Zhang     mid    = first;
2862a274a78SSatish Balay     d      = a[mid];
2872a274a78SSatish Balay     abskey = PetscAbsScalar(d);
288d97c5584SHong Zhang     i      = last;
289d97c5584SHong Zhang     for (j = first + 1; j <= i; ++j) {
2902a274a78SSatish Balay       d = a[j];
2912a274a78SSatish Balay       if (PetscAbsScalar(d) >= abskey) {
292d97c5584SHong Zhang         ++mid;
293d97c5584SHong Zhang         /* interchange */
2949371c9d4SSatish Balay         tmp      = a[mid];
2959371c9d4SSatish Balay         itmp     = idx[mid];
2969371c9d4SSatish Balay         a[mid]   = a[j];
2979371c9d4SSatish Balay         idx[mid] = idx[j];
2989371c9d4SSatish Balay         a[j]     = tmp;
2999371c9d4SSatish Balay         idx[j]   = itmp;
300d97c5584SHong Zhang       }
301d97c5584SHong Zhang     }
302d97c5584SHong Zhang 
303d97c5584SHong Zhang     /* interchange */
3049371c9d4SSatish Balay     tmp        = a[mid];
3059371c9d4SSatish Balay     itmp       = idx[mid];
3069371c9d4SSatish Balay     a[mid]     = a[first];
3079371c9d4SSatish Balay     idx[mid]   = idx[first];
3089371c9d4SSatish Balay     a[first]   = tmp;
3099371c9d4SSatish Balay     idx[first] = itmp;
310d97c5584SHong Zhang 
311d97c5584SHong Zhang     /* test for while loop */
312a297a907SKarl Rupp     if (mid == ncut) break;
313a297a907SKarl Rupp     else if (mid > ncut) last = mid - 1;
314a297a907SKarl Rupp     else first = mid + 1;
315d97c5584SHong Zhang   }
3163ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
317d97c5584SHong Zhang }
318021822bcSHong Zhang 
319021822bcSHong Zhang /*@
320811af0c4SBarry Smith   PetscSortSplitReal - Quick-sort split of an array of `PetscReal`s in place.
321021822bcSHong Zhang 
322021822bcSHong Zhang   Not Collective
323021822bcSHong Zhang 
324021822bcSHong Zhang   Input Parameters:
3257a43aa34SPierre Jolivet + ncut - splitting index
3266b867d5aSJose E. Roman - n    - number of values to sort
327021822bcSHong Zhang 
3286b867d5aSJose E. Roman   Input/Output Parameters:
3296b867d5aSJose E. Roman + a   - array of values, on output the values are permuted such that its elements satisfy:
330021822bcSHong Zhang            abs(a[i]) >= abs(a[ncut-1]) for i < ncut and
331021822bcSHong Zhang            abs(a[i]) <= abs(a[ncut-1]) for i >= ncut
3326b867d5aSJose E. Roman - idx - index for array a, on output permuted accordingly
333021822bcSHong Zhang 
334021822bcSHong Zhang   Level: intermediate
335021822bcSHong Zhang 
336db781477SPatrick Sanan .seealso: `PetscSortInt()`, `PetscSortRealWithPermutation()`
337021822bcSHong Zhang @*/
338d71ae5a4SJacob Faibussowitsch PetscErrorCode PetscSortSplitReal(PetscInt ncut, PetscInt n, PetscReal a[], PetscInt idx[])
339d71ae5a4SJacob Faibussowitsch {
340021822bcSHong Zhang   PetscInt  i, mid, last, itmp, j, first;
341021822bcSHong Zhang   PetscReal d, tmp;
342021822bcSHong Zhang   PetscReal abskey;
343021822bcSHong Zhang 
344021822bcSHong Zhang   PetscFunctionBegin;
345021822bcSHong Zhang   first = 0;
346021822bcSHong Zhang   last  = n - 1;
3473ba16761SJacob Faibussowitsch   if (ncut < first || ncut > last) PetscFunctionReturn(PETSC_SUCCESS);
348021822bcSHong Zhang 
349021822bcSHong Zhang   while (1) {
350021822bcSHong Zhang     mid    = first;
3512a274a78SSatish Balay     d      = a[mid];
3522a274a78SSatish Balay     abskey = PetscAbsReal(d);
353021822bcSHong Zhang     i      = last;
354021822bcSHong Zhang     for (j = first + 1; j <= i; ++j) {
3552a274a78SSatish Balay       d = a[j];
3562a274a78SSatish Balay       if (PetscAbsReal(d) >= abskey) {
357021822bcSHong Zhang         ++mid;
358021822bcSHong Zhang         /* interchange */
3599371c9d4SSatish Balay         tmp      = a[mid];
3609371c9d4SSatish Balay         itmp     = idx[mid];
3619371c9d4SSatish Balay         a[mid]   = a[j];
3629371c9d4SSatish Balay         idx[mid] = idx[j];
3639371c9d4SSatish Balay         a[j]     = tmp;
3649371c9d4SSatish Balay         idx[j]   = itmp;
365021822bcSHong Zhang       }
366021822bcSHong Zhang     }
367021822bcSHong Zhang 
368021822bcSHong Zhang     /* interchange */
3699371c9d4SSatish Balay     tmp        = a[mid];
3709371c9d4SSatish Balay     itmp       = idx[mid];
3719371c9d4SSatish Balay     a[mid]     = a[first];
3729371c9d4SSatish Balay     idx[mid]   = idx[first];
3739371c9d4SSatish Balay     a[first]   = tmp;
3749371c9d4SSatish Balay     idx[first] = itmp;
375021822bcSHong Zhang 
376021822bcSHong Zhang     /* test for while loop */
377a297a907SKarl Rupp     if (mid == ncut) break;
378a297a907SKarl Rupp     else if (mid > ncut) last = mid - 1;
379a297a907SKarl Rupp     else first = mid + 1;
380021822bcSHong Zhang   }
3813ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
382021822bcSHong Zhang }
383