xref: /petsc/src/sys/utils/sortd.c (revision 2fe279fdf3e687a416e4eadb7d3c7a82d60442c6)
17d0a6c19SBarry Smith 
2e5c89e4eSSatish Balay /*
3e5c89e4eSSatish Balay    This file contains routines for sorting doubles.  Values are sorted in place.
4e5c89e4eSSatish Balay    These are provided because the general sort routines incur a great deal
5a5b23f4aSJose E. Roman    of overhead in calling the comparison routines.
6e5c89e4eSSatish Balay 
7e5c89e4eSSatish Balay  */
8c6db04a5SJed Brown #include <petscsys.h> /*I  "petscsys.h"  I*/
939f41f7fSStefano Zampini #include <petsc/private/petscimpl.h>
10e5c89e4eSSatish Balay 
119371c9d4SSatish Balay #define SWAP(a, b, t) \
129371c9d4SSatish Balay   { \
139371c9d4SSatish Balay     t = a; \
149371c9d4SSatish Balay     a = b; \
159371c9d4SSatish Balay     b = t; \
169371c9d4SSatish Balay   }
17e5c89e4eSSatish Balay 
186a7c706bSVaclav Hapla /*@
19811af0c4SBarry Smith    PetscSortedReal - Determines whether the array of `PetscReal` is sorted.
206a7c706bSVaclav Hapla 
216a7c706bSVaclav Hapla    Not Collective
226a7c706bSVaclav Hapla 
236a7c706bSVaclav Hapla    Input Parameters:
246a7c706bSVaclav Hapla +  n  - number of values
256a7c706bSVaclav Hapla -  X  - array of integers
266a7c706bSVaclav Hapla 
27*2fe279fdSBarry Smith    Output Parameter:
286a7c706bSVaclav Hapla .  sorted - flag whether the array is sorted
296a7c706bSVaclav Hapla 
306a7c706bSVaclav Hapla    Level: intermediate
316a7c706bSVaclav Hapla 
32db781477SPatrick Sanan .seealso: `PetscSortReal()`, `PetscSortedInt()`, `PetscSortedMPIInt()`
336a7c706bSVaclav Hapla @*/
34d71ae5a4SJacob Faibussowitsch PetscErrorCode PetscSortedReal(PetscInt n, const PetscReal X[], PetscBool *sorted)
35d71ae5a4SJacob Faibussowitsch {
366a7c706bSVaclav Hapla   PetscFunctionBegin;
376a7c706bSVaclav Hapla   PetscSorted(n, X, *sorted);
383ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
396a7c706bSVaclav Hapla }
406a7c706bSVaclav Hapla 
41e5c89e4eSSatish Balay /* A simple version of quicksort; taken from Kernighan and Ritchie, page 87 */
42d71ae5a4SJacob Faibussowitsch static PetscErrorCode PetscSortReal_Private(PetscReal *v, PetscInt right)
43d71ae5a4SJacob Faibussowitsch {
44e5c89e4eSSatish Balay   PetscInt  i, last;
45e5c89e4eSSatish Balay   PetscReal vl, tmp;
46e5c89e4eSSatish Balay 
47e5c89e4eSSatish Balay   PetscFunctionBegin;
48e5c89e4eSSatish Balay   if (right <= 1) {
49e5c89e4eSSatish Balay     if (right == 1) {
50e5c89e4eSSatish Balay       if (v[0] > v[1]) SWAP(v[0], v[1], tmp);
51e5c89e4eSSatish Balay     }
523ba16761SJacob Faibussowitsch     PetscFunctionReturn(PETSC_SUCCESS);
53e5c89e4eSSatish Balay   }
54e5c89e4eSSatish Balay   SWAP(v[0], v[right / 2], tmp);
55e5c89e4eSSatish Balay   vl   = v[0];
56e5c89e4eSSatish Balay   last = 0;
57e5c89e4eSSatish Balay   for (i = 1; i <= right; i++) {
589371c9d4SSatish Balay     if (v[i] < vl) {
599371c9d4SSatish Balay       last++;
609371c9d4SSatish Balay       SWAP(v[last], v[i], tmp);
619371c9d4SSatish Balay     }
62e5c89e4eSSatish Balay   }
63e5c89e4eSSatish Balay   SWAP(v[0], v[last], tmp);
643ba16761SJacob Faibussowitsch   PetscCall(PetscSortReal_Private(v, last - 1));
653ba16761SJacob Faibussowitsch   PetscCall(PetscSortReal_Private(v + last + 1, right - (last + 1)));
663ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
67e5c89e4eSSatish Balay }
68e5c89e4eSSatish Balay 
69e5c89e4eSSatish Balay /*@
70811af0c4SBarry Smith    PetscSortReal - Sorts an array of `PetscReal` in place in increasing order.
71e5c89e4eSSatish Balay 
72e5c89e4eSSatish Balay    Not Collective
73e5c89e4eSSatish Balay 
74e5c89e4eSSatish Balay    Input Parameters:
75e5c89e4eSSatish Balay +  n  - number of values
76e5c89e4eSSatish Balay -  v  - array of doubles
77e5c89e4eSSatish Balay 
78667f096bSBarry Smith    Level: intermediate
79667f096bSBarry Smith 
80811af0c4SBarry Smith    Note:
81811af0c4SBarry Smith    This function serves as an alternative to `PetscRealSortSemiOrdered()`, and may perform faster especially if the array
82a5b23f4aSJose E. Roman    is completely random. There are exceptions to this and so it is __highly__ recommended that the user benchmark their
83676f2a66SJacob Faibussowitsch    code to see which routine is fastest.
84676f2a66SJacob Faibussowitsch 
85db781477SPatrick Sanan .seealso: `PetscRealSortSemiOrdered()`, `PetscSortInt()`, `PetscSortRealWithPermutation()`, `PetscSortRealWithArrayInt()`
86e5c89e4eSSatish Balay @*/
87d71ae5a4SJacob Faibussowitsch PetscErrorCode PetscSortReal(PetscInt n, PetscReal v[])
88d71ae5a4SJacob Faibussowitsch {
89e5c89e4eSSatish Balay   PetscInt  j, k;
90e5c89e4eSSatish Balay   PetscReal tmp, vk;
91e5c89e4eSSatish Balay 
92e5c89e4eSSatish Balay   PetscFunctionBegin;
93dadcf809SJacob Faibussowitsch   PetscValidRealPointer(v, 2);
94e5c89e4eSSatish Balay   if (n < 8) {
95e5c89e4eSSatish Balay     for (k = 0; k < n; k++) {
96e5c89e4eSSatish Balay       vk = v[k];
97e5c89e4eSSatish Balay       for (j = k + 1; j < n; j++) {
98e5c89e4eSSatish Balay         if (vk > v[j]) {
99e5c89e4eSSatish Balay           SWAP(v[k], v[j], tmp);
100e5c89e4eSSatish Balay           vk = v[k];
101e5c89e4eSSatish Balay         }
102e5c89e4eSSatish Balay       }
103e5c89e4eSSatish Balay     }
1043ba16761SJacob Faibussowitsch   } else PetscCall(PetscSortReal_Private(v, n - 1));
1053ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
106e5c89e4eSSatish Balay }
107e5c89e4eSSatish Balay 
1089371c9d4SSatish Balay #define SWAP2ri(a, b, c, d, rt, it) \
1099371c9d4SSatish Balay   { \
1109371c9d4SSatish Balay     rt = a; \
1119371c9d4SSatish Balay     a  = b; \
1129371c9d4SSatish Balay     b  = rt; \
1139371c9d4SSatish Balay     it = c; \
1149371c9d4SSatish Balay     c  = d; \
1159371c9d4SSatish Balay     d  = it; \
1169371c9d4SSatish Balay   }
11739f41f7fSStefano Zampini 
11839f41f7fSStefano Zampini /* modified from PetscSortIntWithArray_Private */
119d71ae5a4SJacob Faibussowitsch static PetscErrorCode PetscSortRealWithArrayInt_Private(PetscReal *v, PetscInt *V, PetscInt right)
120d71ae5a4SJacob Faibussowitsch {
12139f41f7fSStefano Zampini   PetscInt  i, last, itmp;
12239f41f7fSStefano Zampini   PetscReal rvl, rtmp;
12339f41f7fSStefano Zampini 
12439f41f7fSStefano Zampini   PetscFunctionBegin;
12539f41f7fSStefano Zampini   if (right <= 1) {
12639f41f7fSStefano Zampini     if (right == 1) {
12739f41f7fSStefano Zampini       if (v[0] > v[1]) SWAP2ri(v[0], v[1], V[0], V[1], rtmp, itmp);
12839f41f7fSStefano Zampini     }
1293ba16761SJacob Faibussowitsch     PetscFunctionReturn(PETSC_SUCCESS);
13039f41f7fSStefano Zampini   }
13139f41f7fSStefano Zampini   SWAP2ri(v[0], v[right / 2], V[0], V[right / 2], rtmp, itmp);
13239f41f7fSStefano Zampini   rvl  = v[0];
13339f41f7fSStefano Zampini   last = 0;
13439f41f7fSStefano Zampini   for (i = 1; i <= right; i++) {
1359371c9d4SSatish Balay     if (v[i] < rvl) {
1369371c9d4SSatish Balay       last++;
1379371c9d4SSatish Balay       SWAP2ri(v[last], v[i], V[last], V[i], rtmp, itmp);
1389371c9d4SSatish Balay     }
13939f41f7fSStefano Zampini   }
14039f41f7fSStefano Zampini   SWAP2ri(v[0], v[last], V[0], V[last], rtmp, itmp);
1419566063dSJacob Faibussowitsch   PetscCall(PetscSortRealWithArrayInt_Private(v, V, last - 1));
1429566063dSJacob Faibussowitsch   PetscCall(PetscSortRealWithArrayInt_Private(v + last + 1, V + last + 1, right - (last + 1)));
1433ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
14439f41f7fSStefano Zampini }
14539f41f7fSStefano Zampini /*@
146811af0c4SBarry Smith    PetscSortRealWithArrayInt - Sorts an array of `PetscReal` in place in increasing order;
147811af0c4SBarry Smith        changes a second `PetscInt` array to match the sorted first array.
14839f41f7fSStefano Zampini 
14939f41f7fSStefano Zampini    Not Collective
15039f41f7fSStefano Zampini 
15139f41f7fSStefano Zampini    Input Parameters:
15239f41f7fSStefano Zampini +  n  - number of values
15339f41f7fSStefano Zampini .  i  - array of integers
15439f41f7fSStefano Zampini -  I - second array of integers
15539f41f7fSStefano Zampini 
15639f41f7fSStefano Zampini    Level: intermediate
15739f41f7fSStefano Zampini 
158db781477SPatrick Sanan .seealso: `PetscSortReal()`
15939f41f7fSStefano Zampini @*/
160d71ae5a4SJacob Faibussowitsch PetscErrorCode PetscSortRealWithArrayInt(PetscInt n, PetscReal r[], PetscInt Ii[])
161d71ae5a4SJacob Faibussowitsch {
16239f41f7fSStefano Zampini   PetscInt  j, k, itmp;
16339f41f7fSStefano Zampini   PetscReal rk, rtmp;
16439f41f7fSStefano Zampini 
16539f41f7fSStefano Zampini   PetscFunctionBegin;
166dadcf809SJacob Faibussowitsch   PetscValidRealPointer(r, 2);
167dadcf809SJacob Faibussowitsch   PetscValidIntPointer(Ii, 3);
16839f41f7fSStefano Zampini   if (n < 8) {
16939f41f7fSStefano Zampini     for (k = 0; k < n; k++) {
17039f41f7fSStefano Zampini       rk = r[k];
17139f41f7fSStefano Zampini       for (j = k + 1; j < n; j++) {
17239f41f7fSStefano Zampini         if (rk > r[j]) {
17339f41f7fSStefano Zampini           SWAP2ri(r[k], r[j], Ii[k], Ii[j], rtmp, itmp);
17439f41f7fSStefano Zampini           rk = r[k];
17539f41f7fSStefano Zampini         }
17639f41f7fSStefano Zampini       }
17739f41f7fSStefano Zampini     }
17839f41f7fSStefano Zampini   } else {
1799566063dSJacob Faibussowitsch     PetscCall(PetscSortRealWithArrayInt_Private(r, Ii, n - 1));
18039f41f7fSStefano Zampini   }
1813ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
18239f41f7fSStefano Zampini }
18339f41f7fSStefano Zampini 
18439f41f7fSStefano Zampini /*@
185811af0c4SBarry Smith   PetscFindReal - Finds a PetscReal` in a sorted array of `PetscReal`s
18639f41f7fSStefano Zampini 
18739f41f7fSStefano Zampini    Not Collective
18839f41f7fSStefano Zampini 
18939f41f7fSStefano Zampini    Input Parameters:
19039f41f7fSStefano Zampini +  key - the value to locate
19139f41f7fSStefano Zampini .  n   - number of values in the array
19239f41f7fSStefano Zampini .  ii  - array of values
19339f41f7fSStefano Zampini -  eps - tolerance used to compare
19439f41f7fSStefano Zampini 
19539f41f7fSStefano Zampini    Output Parameter:
19639f41f7fSStefano Zampini .  loc - the location if found, otherwise -(slot+1) where slot is the place the value would go
19739f41f7fSStefano Zampini 
19839f41f7fSStefano Zampini    Level: intermediate
19939f41f7fSStefano Zampini 
200db781477SPatrick Sanan .seealso: `PetscSortReal()`, `PetscSortRealWithArrayInt()`
20139f41f7fSStefano Zampini @*/
202d71ae5a4SJacob Faibussowitsch PetscErrorCode PetscFindReal(PetscReal key, PetscInt n, const PetscReal t[], PetscReal eps, PetscInt *loc)
203d71ae5a4SJacob Faibussowitsch {
20439f41f7fSStefano Zampini   PetscInt lo = 0, hi = n;
20539f41f7fSStefano Zampini 
20639f41f7fSStefano Zampini   PetscFunctionBegin;
207dadcf809SJacob Faibussowitsch   PetscValidIntPointer(loc, 5);
2089371c9d4SSatish Balay   if (!n) {
2099371c9d4SSatish Balay     *loc = -1;
2103ba16761SJacob Faibussowitsch     PetscFunctionReturn(PETSC_SUCCESS);
2119371c9d4SSatish Balay   }
212dadcf809SJacob Faibussowitsch   PetscValidRealPointer(t, 3);
2136a7c706bSVaclav Hapla   PetscCheckSorted(n, t);
21439f41f7fSStefano Zampini   while (hi - lo > 1) {
21539f41f7fSStefano Zampini     PetscInt mid = lo + (hi - lo) / 2;
21639f41f7fSStefano Zampini     if (key < t[mid]) hi = mid;
21739f41f7fSStefano Zampini     else lo = mid;
21839f41f7fSStefano Zampini   }
21939f41f7fSStefano Zampini   *loc = (PetscAbsReal(key - t[lo]) < eps) ? lo : -(lo + (key > t[lo]) + 1);
2203ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
22139f41f7fSStefano Zampini }
222745b41b2SMatthew G. Knepley 
223745b41b2SMatthew G. Knepley /*@
224811af0c4SBarry Smith    PetscSortRemoveDupsReal - Sorts an array of `PetscReal` in place in increasing order and removes all duplicate entries
225745b41b2SMatthew G. Knepley 
226745b41b2SMatthew G. Knepley    Not Collective
227745b41b2SMatthew G. Knepley 
228745b41b2SMatthew G. Knepley    Input Parameters:
229745b41b2SMatthew G. Knepley +  n  - number of values
230745b41b2SMatthew G. Knepley -  v  - array of doubles
231745b41b2SMatthew G. Knepley 
232745b41b2SMatthew G. Knepley    Output Parameter:
233745b41b2SMatthew G. Knepley .  n - number of non-redundant values
234745b41b2SMatthew G. Knepley 
235745b41b2SMatthew G. Knepley    Level: intermediate
236745b41b2SMatthew G. Knepley 
237db781477SPatrick Sanan .seealso: `PetscSortReal()`, `PetscSortRemoveDupsInt()`
238745b41b2SMatthew G. Knepley @*/
239d71ae5a4SJacob Faibussowitsch PetscErrorCode PetscSortRemoveDupsReal(PetscInt *n, PetscReal v[])
240d71ae5a4SJacob Faibussowitsch {
241745b41b2SMatthew G. Knepley   PetscInt i, s = 0, N = *n, b = 0;
242745b41b2SMatthew G. Knepley 
243745b41b2SMatthew G. Knepley   PetscFunctionBegin;
2449566063dSJacob Faibussowitsch   PetscCall(PetscSortReal(N, v));
245745b41b2SMatthew G. Knepley   for (i = 0; i < N - 1; i++) {
246745b41b2SMatthew G. Knepley     if (v[b + s + 1] != v[b]) {
2479371c9d4SSatish Balay       v[b + 1] = v[b + s + 1];
2489371c9d4SSatish Balay       b++;
249745b41b2SMatthew G. Knepley     } else s++;
250745b41b2SMatthew G. Knepley   }
251745b41b2SMatthew G. Knepley   *n = N - s;
2523ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
253745b41b2SMatthew G. Knepley }
254745b41b2SMatthew G. Knepley 
255d97c5584SHong Zhang /*@
256811af0c4SBarry Smith    PetscSortSplit - Quick-sort split of an array of `PetscScalar`s in place.
257d97c5584SHong Zhang 
258d97c5584SHong Zhang    Not Collective
259d97c5584SHong Zhang 
260d97c5584SHong Zhang    Input Parameters:
261d97c5584SHong Zhang +  ncut  - splitig index
2626b867d5aSJose E. Roman -  n     - number of values to sort
263d97c5584SHong Zhang 
2646b867d5aSJose E. Roman    Input/Output Parameters:
2656b867d5aSJose E. Roman +  a     - array of values, on output the values are permuted such that its elements satisfy:
266d97c5584SHong Zhang            abs(a[i]) >= abs(a[ncut-1]) for i < ncut and
267d97c5584SHong Zhang            abs(a[i]) <= abs(a[ncut-1]) for i >= ncut
2686b867d5aSJose E. Roman -  idx   - index for array a, on output permuted accordingly
269d97c5584SHong Zhang 
270d97c5584SHong Zhang    Level: intermediate
271d97c5584SHong Zhang 
272db781477SPatrick Sanan .seealso: `PetscSortInt()`, `PetscSortRealWithPermutation()`
273d97c5584SHong Zhang @*/
274d71ae5a4SJacob Faibussowitsch PetscErrorCode PetscSortSplit(PetscInt ncut, PetscInt n, PetscScalar a[], PetscInt idx[])
275d71ae5a4SJacob Faibussowitsch {
276d97c5584SHong Zhang   PetscInt    i, mid, last, itmp, j, first;
277d97c5584SHong Zhang   PetscScalar d, tmp;
278d97c5584SHong Zhang   PetscReal   abskey;
279d97c5584SHong Zhang 
280d97c5584SHong Zhang   PetscFunctionBegin;
281d97c5584SHong Zhang   first = 0;
282d97c5584SHong Zhang   last  = n - 1;
2833ba16761SJacob Faibussowitsch   if (ncut < first || ncut > last) PetscFunctionReturn(PETSC_SUCCESS);
284d97c5584SHong Zhang 
285d97c5584SHong Zhang   while (1) {
286d97c5584SHong Zhang     mid    = first;
2872a274a78SSatish Balay     d      = a[mid];
2882a274a78SSatish Balay     abskey = PetscAbsScalar(d);
289d97c5584SHong Zhang     i      = last;
290d97c5584SHong Zhang     for (j = first + 1; j <= i; ++j) {
2912a274a78SSatish Balay       d = a[j];
2922a274a78SSatish Balay       if (PetscAbsScalar(d) >= abskey) {
293d97c5584SHong Zhang         ++mid;
294d97c5584SHong Zhang         /* interchange */
2959371c9d4SSatish Balay         tmp      = a[mid];
2969371c9d4SSatish Balay         itmp     = idx[mid];
2979371c9d4SSatish Balay         a[mid]   = a[j];
2989371c9d4SSatish Balay         idx[mid] = idx[j];
2999371c9d4SSatish Balay         a[j]     = tmp;
3009371c9d4SSatish Balay         idx[j]   = itmp;
301d97c5584SHong Zhang       }
302d97c5584SHong Zhang     }
303d97c5584SHong Zhang 
304d97c5584SHong Zhang     /* interchange */
3059371c9d4SSatish Balay     tmp        = a[mid];
3069371c9d4SSatish Balay     itmp       = idx[mid];
3079371c9d4SSatish Balay     a[mid]     = a[first];
3089371c9d4SSatish Balay     idx[mid]   = idx[first];
3099371c9d4SSatish Balay     a[first]   = tmp;
3109371c9d4SSatish Balay     idx[first] = itmp;
311d97c5584SHong Zhang 
312d97c5584SHong Zhang     /* test for while loop */
313a297a907SKarl Rupp     if (mid == ncut) break;
314a297a907SKarl Rupp     else if (mid > ncut) last = mid - 1;
315a297a907SKarl Rupp     else first = mid + 1;
316d97c5584SHong Zhang   }
3173ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
318d97c5584SHong Zhang }
319021822bcSHong Zhang 
320021822bcSHong Zhang /*@
321811af0c4SBarry Smith    PetscSortSplitReal - Quick-sort split of an array of `PetscReal`s in place.
322021822bcSHong Zhang 
323021822bcSHong Zhang    Not Collective
324021822bcSHong Zhang 
325021822bcSHong Zhang    Input Parameters:
326021822bcSHong Zhang +  ncut  - splitig index
3276b867d5aSJose E. Roman -  n     - number of values to sort
328021822bcSHong Zhang 
3296b867d5aSJose E. Roman    Input/Output Parameters:
3306b867d5aSJose E. Roman +  a     - array of values, on output the values are permuted such that its elements satisfy:
331021822bcSHong Zhang            abs(a[i]) >= abs(a[ncut-1]) for i < ncut and
332021822bcSHong Zhang            abs(a[i]) <= abs(a[ncut-1]) for i >= ncut
3336b867d5aSJose E. Roman -  idx   - index for array a, on output permuted accordingly
334021822bcSHong Zhang 
335021822bcSHong Zhang    Level: intermediate
336021822bcSHong Zhang 
337db781477SPatrick Sanan .seealso: `PetscSortInt()`, `PetscSortRealWithPermutation()`
338021822bcSHong Zhang @*/
339d71ae5a4SJacob Faibussowitsch PetscErrorCode PetscSortSplitReal(PetscInt ncut, PetscInt n, PetscReal a[], PetscInt idx[])
340d71ae5a4SJacob Faibussowitsch {
341021822bcSHong Zhang   PetscInt  i, mid, last, itmp, j, first;
342021822bcSHong Zhang   PetscReal d, tmp;
343021822bcSHong Zhang   PetscReal abskey;
344021822bcSHong Zhang 
345021822bcSHong Zhang   PetscFunctionBegin;
346021822bcSHong Zhang   first = 0;
347021822bcSHong Zhang   last  = n - 1;
3483ba16761SJacob Faibussowitsch   if (ncut < first || ncut > last) PetscFunctionReturn(PETSC_SUCCESS);
349021822bcSHong Zhang 
350021822bcSHong Zhang   while (1) {
351021822bcSHong Zhang     mid    = first;
3522a274a78SSatish Balay     d      = a[mid];
3532a274a78SSatish Balay     abskey = PetscAbsReal(d);
354021822bcSHong Zhang     i      = last;
355021822bcSHong Zhang     for (j = first + 1; j <= i; ++j) {
3562a274a78SSatish Balay       d = a[j];
3572a274a78SSatish Balay       if (PetscAbsReal(d) >= abskey) {
358021822bcSHong Zhang         ++mid;
359021822bcSHong Zhang         /* interchange */
3609371c9d4SSatish Balay         tmp      = a[mid];
3619371c9d4SSatish Balay         itmp     = idx[mid];
3629371c9d4SSatish Balay         a[mid]   = a[j];
3639371c9d4SSatish Balay         idx[mid] = idx[j];
3649371c9d4SSatish Balay         a[j]     = tmp;
3659371c9d4SSatish Balay         idx[j]   = itmp;
366021822bcSHong Zhang       }
367021822bcSHong Zhang     }
368021822bcSHong Zhang 
369021822bcSHong Zhang     /* interchange */
3709371c9d4SSatish Balay     tmp        = a[mid];
3719371c9d4SSatish Balay     itmp       = idx[mid];
3729371c9d4SSatish Balay     a[mid]     = a[first];
3739371c9d4SSatish Balay     idx[mid]   = idx[first];
3749371c9d4SSatish Balay     a[first]   = tmp;
3759371c9d4SSatish Balay     idx[first] = itmp;
376021822bcSHong Zhang 
377021822bcSHong Zhang     /* test for while loop */
378a297a907SKarl Rupp     if (mid == ncut) break;
379a297a907SKarl Rupp     else if (mid > ncut) last = mid - 1;
380a297a907SKarl Rupp     else first = mid + 1;
381021822bcSHong Zhang   }
3823ba16761SJacob Faibussowitsch   PetscFunctionReturn(PETSC_SUCCESS);
383021822bcSHong Zhang }
384