LCOV - code coverage report
Current view: top level - metalib_isl - isl_affine_hull.c (source / functions) Hit Total Coverage
Test: 2018-10-31_point_maint_greina16.lcov Lines: 362 588 61.6 %
Date: 2018-11-01 11:27:00 Functions: 27 34 79.4 %

          Line data    Source code
       1             : /*
       2             :  * Copyright 2008-2009 Katholieke Universiteit Leuven
       3             :  * Copyright 2010      INRIA Saclay
       4             :  * Copyright 2012      Ecole Normale Superieure
       5             :  *
       6             :  * Use of this software is governed by the MIT license
       7             :  *
       8             :  * Written by Sven Verdoolaege, K.U.Leuven, Departement
       9             :  * Computerwetenschappen, Celestijnenlaan 200A, B-3001 Leuven, Belgium
      10             :  * and INRIA Saclay - Ile-de-France, Parc Club Orsay Universite,
      11             :  * ZAC des vignes, 4 rue Jacques Monod, 91893 Orsay, France
      12             :  * and Ecole Normale Superieure, 45 rue d'Ulm, 75230 Paris, France
      13             :  */
      14             : 
      15             : #include <isl_ctx_private.h>
      16             : #include <isl_map_private.h>
      17             : #include <isl_seq.h>
      18             : #include <isl/set.h>
      19             : #include <isl/lp.h>
      20             : #include <isl/map.h>
      21             : #include "isl_equalities.h"
      22             : #include "isl_sample.h"
      23             : #include "isl_tab.h"
      24             : #include <isl_mat_private.h>
      25             : #include <isl_vec_private.h>
      26             : 
      27             : #include <bset_to_bmap.c>
      28             : #include <bset_from_bmap.c>
      29             : #include <set_to_map.c>
      30             : #include <set_from_map.c>
      31             : 
      32    91210153 : __isl_give isl_basic_map *isl_basic_map_implicit_equalities(
      33             :         __isl_take isl_basic_map *bmap)
      34             : {
      35             :         struct isl_tab *tab;
      36             : 
      37    91210153 :         if (!bmap)
      38           0 :                 return bmap;
      39             : 
      40    91210153 :         bmap = isl_basic_map_gauss(bmap, NULL);
      41    91210153 :         if (ISL_F_ISSET(bmap, ISL_BASIC_MAP_EMPTY))
      42     3851456 :                 return bmap;
      43    87358697 :         if (ISL_F_ISSET(bmap, ISL_BASIC_MAP_NO_IMPLICIT))
      44     8593789 :                 return bmap;
      45    78764908 :         if (bmap->n_ineq <= 1)
      46      625297 :                 return bmap;
      47             : 
      48    78139611 :         tab = isl_tab_from_basic_map(bmap, 0);
      49    78139611 :         if (isl_tab_detect_implicit_equalities(tab) < 0)
      50           0 :                 goto error;
      51    78139611 :         bmap = isl_basic_map_update_from_tab(bmap, tab);
      52    78139611 :         isl_tab_free(tab);
      53    78139611 :         bmap = isl_basic_map_gauss(bmap, NULL);
      54    78139611 :         ISL_F_SET(bmap, ISL_BASIC_MAP_NO_IMPLICIT);
      55    78139611 :         return bmap;
      56             : error:
      57           0 :         isl_tab_free(tab);
      58           0 :         isl_basic_map_free(bmap);
      59           0 :         return NULL;
      60             : }
      61             : 
      62    55443935 : struct isl_basic_set *isl_basic_set_implicit_equalities(
      63             :                                                 struct isl_basic_set *bset)
      64             : {
      65    55443935 :         return bset_from_bmap(
      66             :                 isl_basic_map_implicit_equalities(bset_to_bmap(bset)));
      67             : }
      68             : 
      69             : /* Make eq[row][col] of both bmaps equal so we can add the row
      70             :  * add the column to the common matrix.
      71             :  * Note that because of the echelon form, the columns of row row
      72             :  * after column col are zero.
      73             :  */
      74  1292869704 : static void set_common_multiple(
      75             :         struct isl_basic_set *bset1, struct isl_basic_set *bset2,
      76             :         unsigned row, unsigned col)
      77             : {
      78             :         isl_int m, c;
      79             : 
      80  1292869704 :         if (isl_int_eq(bset1->eq[row][col], bset2->eq[row][col]))
      81  1123604714 :                 return;
      82             : 
      83   169264990 :         isl_int_init(c);
      84   169264990 :         isl_int_init(m);
      85   169264990 :         isl_int_lcm(m, bset1->eq[row][col], bset2->eq[row][col]);
      86   169264990 :         isl_int_divexact(c, m, bset1->eq[row][col]);
      87   169264990 :         isl_seq_scale(bset1->eq[row], bset1->eq[row], c, col+1);
      88   169264990 :         isl_int_divexact(c, m, bset2->eq[row][col]);
      89   169264990 :         isl_seq_scale(bset2->eq[row], bset2->eq[row], c, col+1);
      90   169264990 :         isl_int_clear(c);
      91   169264990 :         isl_int_clear(m);
      92             : }
      93             : 
      94             : /* Delete a given equality, moving all the following equalities one up.
      95             :  */
      96  1224811082 : static void delete_row(struct isl_basic_set *bset, unsigned row)
      97             : {
      98             :         isl_int *t;
      99             :         int r;
     100             : 
     101  1224811082 :         t = bset->eq[row];
     102  1224811082 :         bset->n_eq--;
     103  1550629791 :         for (r = row; r < bset->n_eq; ++r)
     104   325818709 :                 bset->eq[r] = bset->eq[r+1];
     105  1224811082 :         bset->eq[bset->n_eq] = t;
     106  1224811082 : }
     107             : 
     108             : /* Make first row entries in column col of bset1 identical to
     109             :  * those of bset2, using the fact that entry bset1->eq[row][col]=a
     110             :  * is non-zero.  Initially, these elements of bset1 are all zero.
     111             :  * For each row i < row, we set
     112             :  *              A[i] = a * A[i] + B[i][col] * A[row]
     113             :  *              B[i] = a * B[i]
     114             :  * so that
     115             :  *              A[i][col] = B[i][col] = a * old(B[i][col])
     116             :  */
     117   157484488 : static void construct_column(
     118             :         struct isl_basic_set *bset1, struct isl_basic_set *bset2,
     119             :         unsigned row, unsigned col)
     120             : {
     121             :         int r;
     122             :         isl_int a;
     123             :         isl_int b;
     124             :         unsigned total;
     125             : 
     126   157484488 :         isl_int_init(a);
     127   157484488 :         isl_int_init(b);
     128   157484488 :         total = 1 + isl_basic_set_n_dim(bset1);
     129   443615388 :         for (r = 0; r < row; ++r) {
     130   286130900 :                 if (isl_int_is_zero(bset2->eq[r][col]))
     131   127606218 :                         continue;
     132   158524682 :                 isl_int_gcd(b, bset2->eq[r][col], bset1->eq[row][col]);
     133   158524682 :                 isl_int_divexact(a, bset1->eq[row][col], b);
     134   158524682 :                 isl_int_divexact(b, bset2->eq[r][col], b);
     135   158524682 :                 isl_seq_combine(bset1->eq[r], a, bset1->eq[r],
     136   158524682 :                                               b, bset1->eq[row], total);
     137   158524682 :                 isl_seq_scale(bset2->eq[r], bset2->eq[r], a, total);
     138             :         }
     139   157484488 :         isl_int_clear(a);
     140   157484488 :         isl_int_clear(b);
     141   157484488 :         delete_row(bset1, row);
     142   157484488 : }
     143             : 
     144             : /* Make first row entries in column col of bset1 identical to
     145             :  * those of bset2, using only these entries of the two matrices.
     146             :  * Let t be the last row with different entries.
     147             :  * For each row i < t, we set
     148             :  *      A[i] = (A[t][col]-B[t][col]) * A[i] + (B[i][col]-A[i][col) * A[t]
     149             :  *      B[i] = (A[t][col]-B[t][col]) * B[i] + (B[i][col]-A[i][col) * B[t]
     150             :  * so that
     151             :  *      A[i][col] = B[i][col] = old(A[t][col]*B[i][col]-A[i][col]*B[t][col])
     152             :  */
     153   543356513 : static int transform_column(
     154             :         struct isl_basic_set *bset1, struct isl_basic_set *bset2,
     155             :         unsigned row, unsigned col)
     156             : {
     157             :         int i, t;
     158             :         isl_int a, b, g;
     159             :         unsigned total;
     160             : 
     161   670148263 :         for (t = row-1; t >= 0; --t)
     162   660455047 :                 if (isl_int_ne(bset1->eq[t][col], bset2->eq[t][col]))
     163   533663297 :                         break;
     164   543356513 :         if (t < 0)
     165     9693216 :                 return 0;
     166             : 
     167   533663297 :         total = 1 + isl_basic_set_n_dim(bset1);
     168   533663297 :         isl_int_init(a);
     169   533663297 :         isl_int_init(b);
     170   533663297 :         isl_int_init(g);
     171   533663297 :         isl_int_sub(b, bset1->eq[t][col], bset2->eq[t][col]);
     172  1166365422 :         for (i = 0; i < t; ++i) {
     173   632702125 :                 isl_int_sub(a, bset2->eq[i][col], bset1->eq[i][col]);
     174   632702125 :                 isl_int_gcd(g, a, b);
     175   632702125 :                 isl_int_divexact(a, a, g);
     176   632702125 :                 isl_int_divexact(g, b, g);
     177   632702125 :                 isl_seq_combine(bset1->eq[i], g, bset1->eq[i], a, bset1->eq[t],
     178             :                                 total);
     179   632702125 :                 isl_seq_combine(bset2->eq[i], g, bset2->eq[i], a, bset2->eq[t],
     180             :                                 total);
     181             :         }
     182   533663297 :         isl_int_clear(a);
     183   533663297 :         isl_int_clear(b);
     184   533663297 :         isl_int_clear(g);
     185   533663297 :         delete_row(bset1, t);
     186   533663297 :         delete_row(bset2, t);
     187   533663297 :         return 1;
     188             : }
     189             : 
     190             : /* The implementation is based on Section 5.2 of Michael Karr,
     191             :  * "Affine Relationships Among Variables of a Program",
     192             :  * except that the echelon form we use starts from the last column
     193             :  * and that we are dealing with integer coefficients.
     194             :  */
     195   543141296 : static struct isl_basic_set *affine_hull(
     196             :         struct isl_basic_set *bset1, struct isl_basic_set *bset2)
     197             : {
     198             :         unsigned total;
     199             :         int col;
     200             :         int row;
     201             : 
     202   543141296 :         if (!bset1 || !bset2)
     203             :                 goto error;
     204             : 
     205   543141296 :         total = 1 + isl_basic_set_n_dim(bset1);
     206             : 
     207   543141296 :         row = 0;
     208  2536852001 :         for (col = total-1; col >= 0; --col) {
     209  4029344425 :                 int is_zero1 = row >= bset1->n_eq ||
     210  2559302544 :                         isl_int_is_zero(bset1->eq[row][col]);
     211  3988571708 :                 int is_zero2 = row >= bset2->n_eq ||
     212  2898769600 :                         isl_int_is_zero(bset2->eq[row][col]);
     213  1993710705 :                 if (!is_zero1 && !is_zero2) {
     214  1292869704 :                         set_common_multiple(bset1, bset2, row, col);
     215  1292869704 :                         ++row;
     216   700841001 :                 } else if (!is_zero1 && is_zero2) {
     217     2119690 :                         construct_column(bset1, bset2, row, col);
     218   698721311 :                 } else if (is_zero1 && !is_zero2) {
     219   155364798 :                         construct_column(bset2, bset1, row, col);
     220             :                 } else {
     221   543356513 :                         if (transform_column(bset1, bset2, row, col))
     222   533663297 :                                 --row;
     223             :                 }
     224             :         }
     225   543141296 :         isl_assert(bset1->ctx, row == bset1->n_eq, goto error);
     226   543141296 :         isl_basic_set_free(bset2);
     227   543141296 :         bset1 = isl_basic_set_normalize_constraints(bset1);
     228   543141296 :         return bset1;
     229             : error:
     230           0 :         isl_basic_set_free(bset1);
     231           0 :         isl_basic_set_free(bset2);
     232           0 :         return NULL;
     233             : }
     234             : 
     235             : /* Find an integer point in the set represented by "tab"
     236             :  * that lies outside of the equality "eq" e(x) = 0.
     237             :  * If "up" is true, look for a point satisfying e(x) - 1 >= 0.
     238             :  * Otherwise, look for a point satisfying -e(x) - 1 >= 0 (i.e., e(x) <= -1).
     239             :  * The point, if found, is returned.
     240             :  * If no point can be found, a zero-length vector is returned.
     241             :  *
     242             :  * Before solving an ILP problem, we first check if simply
     243             :  * adding the normal of the constraint to one of the known
     244             :  * integer points in the basic set represented by "tab"
     245             :  * yields another point inside the basic set.
     246             :  *
     247             :  * The caller of this function ensures that the tableau is bounded or
     248             :  * that tab->basis and tab->n_unbounded have been set appropriately.
     249             :  */
     250      198386 : static struct isl_vec *outside_point(struct isl_tab *tab, isl_int *eq, int up)
     251             : {
     252             :         struct isl_ctx *ctx;
     253      198386 :         struct isl_vec *sample = NULL;
     254             :         struct isl_tab_undo *snap;
     255             :         unsigned dim;
     256             : 
     257      198386 :         if (!tab)
     258           0 :                 return NULL;
     259      198386 :         ctx = tab->mat->ctx;
     260             : 
     261      198386 :         dim = tab->n_var;
     262      198386 :         sample = isl_vec_alloc(ctx, 1 + dim);
     263      198386 :         if (!sample)
     264           0 :                 return NULL;
     265      198386 :         isl_int_set_si(sample->el[0], 1);
     266      595158 :         isl_seq_combine(sample->el + 1,
     267      396772 :                 ctx->one, tab->bmap->sample->el + 1,
     268             :                 up ? ctx->one : ctx->negone, eq + 1, dim);
     269      198386 :         if (isl_basic_map_contains(tab->bmap, sample))
     270         102 :                 return sample;
     271      198284 :         isl_vec_free(sample);
     272      198284 :         sample = NULL;
     273             : 
     274      198284 :         snap = isl_tab_snap(tab);
     275             : 
     276      198284 :         if (!up)
     277       56582 :                 isl_seq_neg(eq, eq, 1 + dim);
     278      198284 :         isl_int_sub_ui(eq[0], eq[0], 1);
     279             : 
     280      198284 :         if (isl_tab_extend_cons(tab, 1) < 0)
     281           0 :                 goto error;
     282      198284 :         if (isl_tab_add_ineq(tab, eq) < 0)
     283           0 :                 goto error;
     284             : 
     285      198284 :         sample = isl_tab_sample(tab);
     286             : 
     287      198284 :         isl_int_add_ui(eq[0], eq[0], 1);
     288      198284 :         if (!up)
     289       56582 :                 isl_seq_neg(eq, eq, 1 + dim);
     290             : 
     291      198284 :         if (sample && isl_tab_rollback(tab, snap) < 0)
     292           0 :                 goto error;
     293             : 
     294      198284 :         return sample;
     295             : error:
     296           0 :         isl_vec_free(sample);
     297           0 :         return NULL;
     298             : }
     299             : 
     300    55443935 : __isl_give isl_basic_set *isl_basic_set_recession_cone(
     301             :         __isl_take isl_basic_set *bset)
     302             : {
     303             :         int i;
     304             : 
     305    55443935 :         bset = isl_basic_set_cow(bset);
     306    55443935 :         if (!bset)
     307           0 :                 return NULL;
     308    55443935 :         isl_assert(bset->ctx, bset->n_div == 0, goto error);
     309             : 
     310    55444219 :         for (i = 0; i < bset->n_eq; ++i)
     311         284 :                 isl_int_set_si(bset->eq[i][0], 0);
     312             : 
     313   776746086 :         for (i = 0; i < bset->n_ineq; ++i)
     314   721302151 :                 isl_int_set_si(bset->ineq[i][0], 0);
     315             : 
     316    55443935 :         ISL_F_CLR(bset, ISL_BASIC_SET_NO_IMPLICIT);
     317    55443935 :         return isl_basic_set_implicit_equalities(bset);
     318             : error:
     319           0 :         isl_basic_set_free(bset);
     320           0 :         return NULL;
     321             : }
     322             : 
     323             : /* Move "sample" to a point that is one up (or down) from the original
     324             :  * point in dimension "pos".
     325             :  */
     326     3481114 : static void adjacent_point(__isl_keep isl_vec *sample, int pos, int up)
     327             : {
     328     3481114 :         if (up)
     329     1740557 :                 isl_int_add_ui(sample->el[1 + pos], sample->el[1 + pos], 1);
     330             :         else
     331     1740557 :                 isl_int_sub_ui(sample->el[1 + pos], sample->el[1 + pos], 1);
     332     3481114 : }
     333             : 
     334             : /* Check if any points that are adjacent to "sample" also belong to "bset".
     335             :  * If so, add them to "hull" and return the updated hull.
     336             :  *
     337             :  * Before checking whether and adjacent point belongs to "bset", we first
     338             :  * check whether it already belongs to "hull" as this test is typically
     339             :  * much cheaper.
     340             :  */
     341      230957 : static __isl_give isl_basic_set *add_adjacent_points(
     342             :         __isl_take isl_basic_set *hull, __isl_take isl_vec *sample,
     343             :         __isl_keep isl_basic_set *bset)
     344             : {
     345             :         int i, up;
     346             :         int dim;
     347             : 
     348      230957 :         if (!sample)
     349           0 :                 goto error;
     350             : 
     351      230957 :         dim = isl_basic_set_dim(hull, isl_dim_set);
     352             : 
     353     1243028 :         for (i = 0; i < dim; ++i) {
     354     2331441 :                 for (up = 0; up <= 1; ++up) {
     355             :                         int contains;
     356             :                         isl_basic_set *point;
     357             : 
     358     1740557 :                         adjacent_point(sample, i, up);
     359     1740557 :                         contains = isl_basic_set_contains(hull, sample);
     360     1740557 :                         if (contains < 0)
     361           0 :                                 goto error;
     362     1740557 :                         if (contains) {
     363      361163 :                                 adjacent_point(sample, i, !up);
     364      361163 :                                 continue;
     365             :                         }
     366     1379394 :                         contains = isl_basic_set_contains(bset, sample);
     367     1379394 :                         if (contains < 0)
     368           0 :                                 goto error;
     369     1379394 :                         if (contains) {
     370      421187 :                                 point = isl_basic_set_from_vec(
     371             :                                                         isl_vec_copy(sample));
     372      421187 :                                 hull = affine_hull(hull, point);
     373             :                         }
     374     1379394 :                         adjacent_point(sample, i, !up);
     375     1379394 :                         if (contains)
     376      421187 :                                 break;
     377             :                 }
     378             :         }
     379             : 
     380      230957 :         isl_vec_free(sample);
     381             : 
     382      230957 :         return hull;
     383             : error:
     384           0 :         isl_vec_free(sample);
     385           0 :         isl_basic_set_free(hull);
     386           0 :         return NULL;
     387             : }
     388             : 
     389             : /* Extend an initial (under-)approximation of the affine hull of basic
     390             :  * set represented by the tableau "tab"
     391             :  * by looking for points that do not satisfy one of the equalities
     392             :  * in the current approximation and adding them to that approximation
     393             :  * until no such points can be found any more.
     394             :  *
     395             :  * The caller of this function ensures that "tab" is bounded or
     396             :  * that tab->basis and tab->n_unbounded have been set appropriately.
     397             :  *
     398             :  * "bset" may be either NULL or the basic set represented by "tab".
     399             :  * If "bset" is not NULL, we check for any point we find if any
     400             :  * of its adjacent points also belong to "bset".
     401             :  */
     402      117239 : static __isl_give isl_basic_set *extend_affine_hull(struct isl_tab *tab,
     403             :         __isl_take isl_basic_set *hull, __isl_keep isl_basic_set *bset)
     404             : {
     405             :         int i, j;
     406             :         unsigned dim;
     407             : 
     408      117239 :         if (!tab || !hull)
     409             :                 goto error;
     410             : 
     411      117239 :         dim = tab->n_var;
     412             : 
     413      117239 :         if (isl_tab_extend_cons(tab, 2 * dim + 1) < 0)
     414           0 :                 goto error;
     415             : 
     416      230957 :         for (i = 0; i < dim; ++i) {
     417             :                 struct isl_vec *sample;
     418             :                 struct isl_basic_set *point;
     419      258461 :                 for (j = 0; j < hull->n_eq; ++j) {
     420      141787 :                         sample = outside_point(tab, hull->eq[j], 1);
     421      141787 :                         if (!sample)
     422           0 :                                 goto error;
     423      141787 :                         if (sample->size > 0)
     424       85188 :                                 break;
     425       56599 :                         isl_vec_free(sample);
     426       56599 :                         sample = outside_point(tab, hull->eq[j], 0);
     427       56599 :                         if (!sample)
     428           0 :                                 goto error;
     429       56599 :                         if (sample->size > 0)
     430       28530 :                                 break;
     431       28069 :                         isl_vec_free(sample);
     432             : 
     433       28069 :                         if (isl_tab_add_eq(tab, hull->eq[j]) < 0)
     434           0 :                                 goto error;
     435             :                 }
     436      230392 :                 if (j == hull->n_eq)
     437      116674 :                         break;
     438      113718 :                 if (tab->samples &&
     439           0 :                     isl_tab_add_sample(tab, isl_vec_copy(sample)) < 0)
     440           0 :                         hull = isl_basic_set_free(hull);
     441      113718 :                 if (bset)
     442      113718 :                         hull = add_adjacent_points(hull, isl_vec_copy(sample),
     443             :                                                     bset);
     444      113718 :                 point = isl_basic_set_from_vec(sample);
     445      113718 :                 hull = affine_hull(hull, point);
     446      113718 :                 if (!hull)
     447           0 :                         return NULL;
     448             :         }
     449             : 
     450      117239 :         return hull;
     451             : error:
     452           0 :         isl_basic_set_free(hull);
     453           0 :         return NULL;
     454             : }
     455             : 
     456             : /* Construct an initial underapproximation of the hull of "bset"
     457             :  * from "sample" and any of its adjacent points that also belong to "bset".
     458             :  */
     459      117239 : static __isl_give isl_basic_set *initialize_hull(__isl_keep isl_basic_set *bset,
     460             :         __isl_take isl_vec *sample)
     461             : {
     462             :         isl_basic_set *hull;
     463             : 
     464      117239 :         hull = isl_basic_set_from_vec(isl_vec_copy(sample));
     465      117239 :         hull = add_adjacent_points(hull, sample, bset);
     466             : 
     467      117239 :         return hull;
     468             : }
     469             : 
     470             : /* Look for all equalities satisfied by the integer points in bset,
     471             :  * which is assumed to be bounded.
     472             :  *
     473             :  * The equalities are obtained by successively looking for
     474             :  * a point that is affinely independent of the points found so far.
     475             :  * In particular, for each equality satisfied by the points so far,
     476             :  * we check if there is any point on a hyperplane parallel to the
     477             :  * corresponding hyperplane shifted by at least one (in either direction).
     478             :  */
     479      117239 : static struct isl_basic_set *uset_affine_hull_bounded(struct isl_basic_set *bset)
     480             : {
     481      117239 :         struct isl_vec *sample = NULL;
     482             :         struct isl_basic_set *hull;
     483      117239 :         struct isl_tab *tab = NULL;
     484             :         unsigned dim;
     485             : 
     486      117239 :         if (isl_basic_set_plain_is_empty(bset))
     487           0 :                 return bset;
     488             : 
     489      117239 :         dim = isl_basic_set_n_dim(bset);
     490             : 
     491      117239 :         if (bset->sample && bset->sample->size == 1 + dim) {
     492       66475 :                 int contains = isl_basic_set_contains(bset, bset->sample);
     493       66475 :                 if (contains < 0)
     494           0 :                         goto error;
     495       66475 :                 if (contains) {
     496       66475 :                         if (dim == 0)
     497           0 :                                 return bset;
     498       66475 :                         sample = isl_vec_copy(bset->sample);
     499             :                 } else {
     500           0 :                         isl_vec_free(bset->sample);
     501           0 :                         bset->sample = NULL;
     502             :                 }
     503             :         }
     504             : 
     505      117239 :         tab = isl_tab_from_basic_set(bset, 1);
     506      117239 :         if (!tab)
     507           0 :                 goto error;
     508      117239 :         if (tab->empty) {
     509           0 :                 isl_tab_free(tab);
     510           0 :                 isl_vec_free(sample);
     511           0 :                 return isl_basic_set_set_to_empty(bset);
     512             :         }
     513             : 
     514      117239 :         if (!sample) {
     515             :                 struct isl_tab_undo *snap;
     516       50764 :                 snap = isl_tab_snap(tab);
     517       50764 :                 sample = isl_tab_sample(tab);
     518       50764 :                 if (isl_tab_rollback(tab, snap) < 0)
     519           0 :                         goto error;
     520       50764 :                 isl_vec_free(tab->bmap->sample);
     521       50764 :                 tab->bmap->sample = isl_vec_copy(sample);
     522             :         }
     523             : 
     524      117239 :         if (!sample)
     525           0 :                 goto error;
     526      117239 :         if (sample->size == 0) {
     527           0 :                 isl_tab_free(tab);
     528           0 :                 isl_vec_free(sample);
     529           0 :                 return isl_basic_set_set_to_empty(bset);
     530             :         }
     531             : 
     532      117239 :         hull = initialize_hull(bset, sample);
     533             : 
     534      117239 :         hull = extend_affine_hull(tab, hull, bset);
     535      117239 :         isl_basic_set_free(bset);
     536      117239 :         isl_tab_free(tab);
     537             : 
     538      117239 :         return hull;
     539             : error:
     540           0 :         isl_vec_free(sample);
     541           0 :         isl_tab_free(tab);
     542           0 :         isl_basic_set_free(bset);
     543           0 :         return NULL;
     544             : }
     545             : 
     546             : /* Given an unbounded tableau and an integer point satisfying the tableau,
     547             :  * construct an initial affine hull containing the recession cone
     548             :  * shifted to the given point.
     549             :  *
     550             :  * The unbounded directions are taken from the last rows of the basis,
     551             :  * which is assumed to have been initialized appropriately.
     552             :  */
     553           0 : static __isl_give isl_basic_set *initial_hull(struct isl_tab *tab,
     554             :         __isl_take isl_vec *vec)
     555             : {
     556             :         int i;
     557             :         int k;
     558           0 :         struct isl_basic_set *bset = NULL;
     559             :         struct isl_ctx *ctx;
     560             :         unsigned dim;
     561             : 
     562           0 :         if (!vec || !tab)
     563           0 :                 return NULL;
     564           0 :         ctx = vec->ctx;
     565           0 :         isl_assert(ctx, vec->size != 0, goto error);
     566             : 
     567           0 :         bset = isl_basic_set_alloc(ctx, 0, vec->size - 1, 0, vec->size - 1, 0);
     568           0 :         if (!bset)
     569           0 :                 goto error;
     570           0 :         dim = isl_basic_set_n_dim(bset) - tab->n_unbounded;
     571           0 :         for (i = 0; i < dim; ++i) {
     572           0 :                 k = isl_basic_set_alloc_equality(bset);
     573           0 :                 if (k < 0)
     574           0 :                         goto error;
     575           0 :                 isl_seq_cpy(bset->eq[k] + 1, tab->basis->row[1 + i] + 1,
     576           0 :                             vec->size - 1);
     577           0 :                 isl_seq_inner_product(bset->eq[k] + 1, vec->el +1,
     578           0 :                                       vec->size - 1, &bset->eq[k][0]);
     579           0 :                 isl_int_neg(bset->eq[k][0], bset->eq[k][0]);
     580             :         }
     581           0 :         bset->sample = vec;
     582           0 :         bset = isl_basic_set_gauss(bset, NULL);
     583             : 
     584           0 :         return bset;
     585             : error:
     586           0 :         isl_basic_set_free(bset);
     587           0 :         isl_vec_free(vec);
     588           0 :         return NULL;
     589             : }
     590             : 
     591             : /* Given a tableau of a set and a tableau of the corresponding
     592             :  * recession cone, detect and add all equalities to the tableau.
     593             :  * If the tableau is bounded, then we can simply keep the
     594             :  * tableau in its state after the return from extend_affine_hull.
     595             :  * However, if the tableau is unbounded, then
     596             :  * isl_tab_set_initial_basis_with_cone will add some additional
     597             :  * constraints to the tableau that have to be removed again.
     598             :  * In this case, we therefore rollback to the state before
     599             :  * any constraints were added and then add the equalities back in.
     600             :  */
     601           0 : struct isl_tab *isl_tab_detect_equalities(struct isl_tab *tab,
     602             :         struct isl_tab *tab_cone)
     603             : {
     604             :         int j;
     605             :         struct isl_vec *sample;
     606           0 :         struct isl_basic_set *hull = NULL;
     607             :         struct isl_tab_undo *snap;
     608             : 
     609           0 :         if (!tab || !tab_cone)
     610             :                 goto error;
     611             : 
     612           0 :         snap = isl_tab_snap(tab);
     613             : 
     614           0 :         isl_mat_free(tab->basis);
     615           0 :         tab->basis = NULL;
     616             : 
     617           0 :         isl_assert(tab->mat->ctx, tab->bmap, goto error);
     618           0 :         isl_assert(tab->mat->ctx, tab->samples, goto error);
     619           0 :         isl_assert(tab->mat->ctx, tab->samples->n_col == 1 + tab->n_var, goto error);
     620           0 :         isl_assert(tab->mat->ctx, tab->n_sample > tab->n_outside, goto error);
     621             : 
     622           0 :         if (isl_tab_set_initial_basis_with_cone(tab, tab_cone) < 0)
     623           0 :                 goto error;
     624             : 
     625           0 :         sample = isl_vec_alloc(tab->mat->ctx, 1 + tab->n_var);
     626           0 :         if (!sample)
     627           0 :                 goto error;
     628             : 
     629           0 :         isl_seq_cpy(sample->el, tab->samples->row[tab->n_outside], sample->size);
     630             : 
     631           0 :         isl_vec_free(tab->bmap->sample);
     632           0 :         tab->bmap->sample = isl_vec_copy(sample);
     633             : 
     634           0 :         if (tab->n_unbounded == 0)
     635           0 :                 hull = isl_basic_set_from_vec(isl_vec_copy(sample));
     636             :         else
     637           0 :                 hull = initial_hull(tab, isl_vec_copy(sample));
     638             : 
     639           0 :         for (j = tab->n_outside + 1; j < tab->n_sample; ++j) {
     640           0 :                 isl_seq_cpy(sample->el, tab->samples->row[j], sample->size);
     641           0 :                 hull = affine_hull(hull,
     642           0 :                                 isl_basic_set_from_vec(isl_vec_copy(sample)));
     643             :         }
     644             : 
     645           0 :         isl_vec_free(sample);
     646             : 
     647           0 :         hull = extend_affine_hull(tab, hull, NULL);
     648           0 :         if (!hull)
     649           0 :                 goto error;
     650             : 
     651           0 :         if (tab->n_unbounded == 0) {
     652           0 :                 isl_basic_set_free(hull);
     653           0 :                 return tab;
     654             :         }
     655             : 
     656           0 :         if (isl_tab_rollback(tab, snap) < 0)
     657           0 :                 goto error;
     658             : 
     659           0 :         if (hull->n_eq > tab->n_zero) {
     660           0 :                 for (j = 0; j < hull->n_eq; ++j) {
     661           0 :                         isl_seq_normalize(tab->mat->ctx, hull->eq[j], 1 + tab->n_var);
     662           0 :                         if (isl_tab_add_eq(tab, hull->eq[j]) < 0)
     663           0 :                                 goto error;
     664             :                 }
     665             :         }
     666             : 
     667           0 :         isl_basic_set_free(hull);
     668             : 
     669           0 :         return tab;
     670             : error:
     671           0 :         isl_basic_set_free(hull);
     672           0 :         isl_tab_free(tab);
     673           0 :         return NULL;
     674             : }
     675             : 
     676             : /* Compute the affine hull of "bset", where "cone" is the recession cone
     677             :  * of "bset".
     678             :  *
     679             :  * We first compute a unimodular transformation that puts the unbounded
     680             :  * directions in the last dimensions.  In particular, we take a transformation
     681             :  * that maps all equalities to equalities (in HNF) on the first dimensions.
     682             :  * Let x be the original dimensions and y the transformed, with y_1 bounded
     683             :  * and y_2 unbounded.
     684             :  *
     685             :  *             [ y_1 ]                  [ y_1 ]   [ Q_1 ]
     686             :  *      x = U  [ y_2 ]                  [ y_2 ] = [ Q_2 ] x
     687             :  *
     688             :  * Let's call the input basic set S.  We compute S' = preimage(S, U)
     689             :  * and drop the final dimensions including any constraints involving them.
     690             :  * This results in set S''.
     691             :  * Then we compute the affine hull A'' of S''.
     692             :  * Let F y_1 >= g be the constraint system of A''.  In the transformed
     693             :  * space the y_2 are unbounded, so we can add them back without any constraints,
     694             :  * resulting in
     695             :  *
     696             :  *                      [ y_1 ]
     697             :  *              [ F 0 ] [ y_2 ] >= g
     698             :  * or
     699             :  *                      [ Q_1 ]
     700             :  *              [ F 0 ] [ Q_2 ] x >= g
     701             :  * or
     702             :  *              F Q_1 x >= g
     703             :  *
     704             :  * The affine hull in the original space is then obtained as
     705             :  * A = preimage(A'', Q_1).
     706             :  */
     707       28597 : static struct isl_basic_set *affine_hull_with_cone(struct isl_basic_set *bset,
     708             :         struct isl_basic_set *cone)
     709             : {
     710             :         unsigned total;
     711             :         unsigned cone_dim;
     712             :         struct isl_basic_set *hull;
     713             :         struct isl_mat *M, *U, *Q;
     714             : 
     715       28597 :         if (!bset || !cone)
     716             :                 goto error;
     717             : 
     718       28597 :         total = isl_basic_set_total_dim(cone);
     719       28597 :         cone_dim = total - cone->n_eq;
     720             : 
     721       28597 :         M = isl_mat_sub_alloc6(bset->ctx, cone->eq, 0, cone->n_eq, 1, total);
     722       28597 :         M = isl_mat_left_hermite(M, 0, &U, &Q);
     723       28597 :         if (!M)
     724           0 :                 goto error;
     725       28597 :         isl_mat_free(M);
     726             : 
     727       28597 :         U = isl_mat_lin_to_aff(U);
     728       28597 :         bset = isl_basic_set_preimage(bset, isl_mat_copy(U));
     729             : 
     730       28597 :         bset = isl_basic_set_drop_constraints_involving(bset, total - cone_dim,
     731             :                                                         cone_dim);
     732       28597 :         bset = isl_basic_set_drop_dims(bset, total - cone_dim, cone_dim);
     733             : 
     734       28597 :         Q = isl_mat_lin_to_aff(Q);
     735       28597 :         Q = isl_mat_drop_rows(Q, 1 + total - cone_dim, cone_dim);
     736             : 
     737       28597 :         if (bset && bset->sample && bset->sample->size == 1 + total)
     738       13525 :                 bset->sample = isl_mat_vec_product(isl_mat_copy(Q), bset->sample);
     739             : 
     740       28597 :         hull = uset_affine_hull_bounded(bset);
     741             : 
     742       28597 :         if (!hull) {
     743           0 :                 isl_mat_free(Q);
     744           0 :                 isl_mat_free(U);
     745             :         } else {
     746       28597 :                 struct isl_vec *sample = isl_vec_copy(hull->sample);
     747       28597 :                 U = isl_mat_drop_cols(U, 1 + total - cone_dim, cone_dim);
     748       28597 :                 if (sample && sample->size > 0)
     749       28597 :                         sample = isl_mat_vec_product(U, sample);
     750             :                 else
     751           0 :                         isl_mat_free(U);
     752       28597 :                 hull = isl_basic_set_preimage(hull, Q);
     753       28597 :                 if (hull) {
     754       28597 :                         isl_vec_free(hull->sample);
     755       28597 :                         hull->sample = sample;
     756             :                 } else
     757           0 :                         isl_vec_free(sample);
     758             :         }
     759             : 
     760       28597 :         isl_basic_set_free(cone);
     761             : 
     762       28597 :         return hull;
     763             : error:
     764           0 :         isl_basic_set_free(bset);
     765           0 :         isl_basic_set_free(cone);
     766           0 :         return NULL;
     767             : }
     768             : 
     769             : /* Look for all equalities satisfied by the integer points in bset,
     770             :  * which is assumed not to have any explicit equalities.
     771             :  *
     772             :  * The equalities are obtained by successively looking for
     773             :  * a point that is affinely independent of the points found so far.
     774             :  * In particular, for each equality satisfied by the points so far,
     775             :  * we check if there is any point on a hyperplane parallel to the
     776             :  * corresponding hyperplane shifted by at least one (in either direction).
     777             :  *
     778             :  * Before looking for any outside points, we first compute the recession
     779             :  * cone.  The directions of this recession cone will always be part
     780             :  * of the affine hull, so there is no need for looking for any points
     781             :  * in these directions.
     782             :  * In particular, if the recession cone is full-dimensional, then
     783             :  * the affine hull is simply the whole universe.
     784             :  */
     785      223630 : static struct isl_basic_set *uset_affine_hull(struct isl_basic_set *bset)
     786             : {
     787             :         struct isl_basic_set *cone;
     788             : 
     789      223630 :         if (isl_basic_set_plain_is_empty(bset))
     790           0 :                 return bset;
     791             : 
     792      223630 :         cone = isl_basic_set_recession_cone(isl_basic_set_copy(bset));
     793      223630 :         if (!cone)
     794           0 :                 goto error;
     795      223630 :         if (cone->n_eq == 0) {
     796             :                 isl_space *space;
     797      106391 :                 space = isl_basic_set_get_space(bset);
     798      106391 :                 isl_basic_set_free(cone);
     799      106391 :                 isl_basic_set_free(bset);
     800      106391 :                 return isl_basic_set_universe(space);
     801             :         }
     802             : 
     803      117239 :         if (cone->n_eq < isl_basic_set_total_dim(cone))
     804       28597 :                 return affine_hull_with_cone(bset, cone);
     805             : 
     806       88642 :         isl_basic_set_free(cone);
     807       88642 :         return uset_affine_hull_bounded(bset);
     808             : error:
     809           0 :         isl_basic_set_free(bset);
     810           0 :         return NULL;
     811             : }
     812             : 
     813             : /* Look for all equalities satisfied by the integer points in bmap
     814             :  * that are independent of the equalities already explicitly available
     815             :  * in bmap.
     816             :  *
     817             :  * We first remove all equalities already explicitly available,
     818             :  * then look for additional equalities in the reduced space
     819             :  * and then transform the result to the original space.
     820             :  * The original equalities are _not_ added to this set.  This is
     821             :  * the responsibility of the calling function.
     822             :  * The resulting basic set has all meaning about the dimensions removed.
     823             :  * In particular, dimensions that correspond to existential variables
     824             :  * in bmap and that are found to be fixed are not removed.
     825             :  */
     826      223630 : static struct isl_basic_set *equalities_in_underlying_set(
     827             :                                                 struct isl_basic_map *bmap)
     828             : {
     829      223630 :         struct isl_mat *T1 = NULL;
     830      223630 :         struct isl_mat *T2 = NULL;
     831      223630 :         struct isl_basic_set *bset = NULL;
     832      223630 :         struct isl_basic_set *hull = NULL;
     833             : 
     834      223630 :         bset = isl_basic_map_underlying_set(bmap);
     835      223630 :         if (!bset)
     836           0 :                 return NULL;
     837      223630 :         if (bset->n_eq)
     838      118664 :                 bset = isl_basic_set_remove_equalities(bset, &T1, &T2);
     839      223630 :         if (!bset)
     840           0 :                 goto error;
     841             : 
     842      223630 :         hull = uset_affine_hull(bset);
     843      223630 :         if (!T2)
     844      104966 :                 return hull;
     845             : 
     846      118664 :         if (!hull) {
     847           0 :                 isl_mat_free(T1);
     848           0 :                 isl_mat_free(T2);
     849             :         } else {
     850      118664 :                 struct isl_vec *sample = isl_vec_copy(hull->sample);
     851      118664 :                 if (sample && sample->size > 0)
     852       50732 :                         sample = isl_mat_vec_product(T1, sample);
     853             :                 else
     854       67932 :                         isl_mat_free(T1);
     855      118664 :                 hull = isl_basic_set_preimage(hull, T2);
     856      118664 :                 if (hull) {
     857      118664 :                         isl_vec_free(hull->sample);
     858      118664 :                         hull->sample = sample;
     859             :                 } else
     860           0 :                         isl_vec_free(sample);
     861             :         }
     862             : 
     863      118664 :         return hull;
     864             : error:
     865           0 :         isl_mat_free(T1);
     866           0 :         isl_mat_free(T2);
     867           0 :         isl_basic_set_free(bset);
     868           0 :         isl_basic_set_free(hull);
     869           0 :         return NULL;
     870             : }
     871             : 
     872             : /* Detect and make explicit all equalities satisfied by the (integer)
     873             :  * points in bmap.
     874             :  */
     875  5538575720 : __isl_give isl_basic_map *isl_basic_map_detect_equalities(
     876             :         __isl_take isl_basic_map *bmap)
     877             : {
     878             :         int i, j;
     879  5538575720 :         struct isl_basic_set *hull = NULL;
     880             : 
     881  5538575720 :         if (!bmap)
     882           0 :                 return NULL;
     883  5538575720 :         if (bmap->n_ineq == 0)
     884  5502551355 :                 return bmap;
     885    36024365 :         if (ISL_F_ISSET(bmap, ISL_BASIC_MAP_EMPTY))
     886           0 :                 return bmap;
     887    36024365 :         if (ISL_F_ISSET(bmap, ISL_BASIC_MAP_ALL_EQUALITIES))
     888       34517 :                 return bmap;
     889    35989848 :         if (ISL_F_ISSET(bmap, ISL_BASIC_MAP_RATIONAL))
     890    35766218 :                 return isl_basic_map_implicit_equalities(bmap);
     891             : 
     892      223630 :         hull = equalities_in_underlying_set(isl_basic_map_copy(bmap));
     893      223630 :         if (!hull)
     894           0 :                 goto error;
     895      223630 :         if (ISL_F_ISSET(hull, ISL_BASIC_SET_EMPTY)) {
     896           0 :                 isl_basic_set_free(hull);
     897           0 :                 return isl_basic_map_set_to_empty(bmap);
     898             :         }
     899      223630 :         bmap = isl_basic_map_extend_space(bmap, isl_space_copy(bmap->dim), 0,
     900             :                                         hull->n_eq, 0);
     901      248183 :         for (i = 0; i < hull->n_eq; ++i) {
     902       24553 :                 j = isl_basic_map_alloc_equality(bmap);
     903       24553 :                 if (j < 0)
     904           0 :                         goto error;
     905       24553 :                 isl_seq_cpy(bmap->eq[j], hull->eq[i],
     906       24553 :                                 1 + isl_basic_set_total_dim(hull));
     907             :         }
     908      223630 :         isl_vec_free(bmap->sample);
     909      223630 :         bmap->sample = isl_vec_copy(hull->sample);
     910      223630 :         isl_basic_set_free(hull);
     911      223630 :         ISL_F_SET(bmap, ISL_BASIC_MAP_NO_IMPLICIT | ISL_BASIC_MAP_ALL_EQUALITIES);
     912      223630 :         bmap = isl_basic_map_simplify(bmap);
     913      223630 :         return isl_basic_map_finalize(bmap);
     914             : error:
     915           0 :         isl_basic_set_free(hull);
     916           0 :         isl_basic_map_free(bmap);
     917           0 :         return NULL;
     918             : }
     919             : 
     920           0 : __isl_give isl_basic_set *isl_basic_set_detect_equalities(
     921             :                                                 __isl_take isl_basic_set *bset)
     922             : {
     923           0 :         return bset_from_bmap(
     924             :                 isl_basic_map_detect_equalities(bset_to_bmap(bset)));
     925             : }
     926             : 
     927   645860546 : __isl_give isl_map *isl_map_detect_equalities(__isl_take isl_map *map)
     928             : {
     929   645860546 :         return isl_map_inline_foreach_basic_map(map,
     930             :                                             &isl_basic_map_detect_equalities);
     931             : }
     932             : 
     933       48675 : __isl_give isl_set *isl_set_detect_equalities(__isl_take isl_set *set)
     934             : {
     935       48675 :         return set_from_map(isl_map_detect_equalities(set_to_map(set)));
     936             : }
     937             : 
     938             : /* Return the superset of "bmap" described by the equalities
     939             :  * satisfied by "bmap" that are already known.
     940             :  */
     941  6258293514 : __isl_give isl_basic_map *isl_basic_map_plain_affine_hull(
     942             :         __isl_take isl_basic_map *bmap)
     943             : {
     944  6258293514 :         bmap = isl_basic_map_cow(bmap);
     945  6258293514 :         if (bmap)
     946  6258293514 :                 isl_basic_map_free_inequality(bmap, bmap->n_ineq);
     947  6258293514 :         bmap = isl_basic_map_finalize(bmap);
     948  6258293514 :         return bmap;
     949             : }
     950             : 
     951             : /* Return the superset of "bset" described by the equalities
     952             :  * satisfied by "bset" that are already known.
     953             :  */
     954           0 : __isl_give isl_basic_set *isl_basic_set_plain_affine_hull(
     955             :         __isl_take isl_basic_set *bset)
     956             : {
     957           0 :         return isl_basic_map_plain_affine_hull(bset);
     958             : }
     959             : 
     960             : /* After computing the rational affine hull (by detecting the implicit
     961             :  * equalities), we compute the additional equalities satisfied by
     962             :  * the integer points (if any) and add the original equalities back in.
     963             :  */
     964  3359919417 : __isl_give isl_basic_map *isl_basic_map_affine_hull(
     965             :         __isl_take isl_basic_map *bmap)
     966             : {
     967  3359919417 :         bmap = isl_basic_map_detect_equalities(bmap);
     968  3359919417 :         bmap = isl_basic_map_plain_affine_hull(bmap);
     969  3359919417 :         return bmap;
     970             : }
     971             : 
     972           0 : struct isl_basic_set *isl_basic_set_affine_hull(struct isl_basic_set *bset)
     973             : {
     974           0 :         return bset_from_bmap(isl_basic_map_affine_hull(bset_to_bmap(bset)));
     975             : }
     976             : 
     977             : /* Given a rational affine matrix "M", add stride constraints to "bmap"
     978             :  * that ensure that
     979             :  *
     980             :  *              M(x)
     981             :  *
     982             :  * is an integer vector.  The variables x include all the variables
     983             :  * of "bmap" except the unknown divs.
     984             :  *
     985             :  * If d is the common denominator of M, then we need to impose that
     986             :  *
     987             :  *              d M(x) = 0      mod d
     988             :  *
     989             :  * or
     990             :  *
     991             :  *              exists alpha : d M(x) = d alpha
     992             :  *
     993             :  * This function is similar to add_strides in isl_morph.c
     994             :  */
     995           0 : static __isl_give isl_basic_map *add_strides(__isl_take isl_basic_map *bmap,
     996             :         __isl_keep isl_mat *M, int n_known)
     997             : {
     998             :         int i, div, k;
     999             :         isl_int gcd;
    1000             : 
    1001           0 :         if (isl_int_is_one(M->row[0][0]))
    1002           0 :                 return bmap;
    1003             : 
    1004           0 :         bmap = isl_basic_map_extend_space(bmap, isl_space_copy(bmap->dim),
    1005           0 :                                         M->n_row - 1, M->n_row - 1, 0);
    1006             : 
    1007           0 :         isl_int_init(gcd);
    1008           0 :         for (i = 1; i < M->n_row; ++i) {
    1009           0 :                 isl_seq_gcd(M->row[i], M->n_col, &gcd);
    1010           0 :                 if (isl_int_is_divisible_by(gcd, M->row[0][0]))
    1011           0 :                         continue;
    1012           0 :                 div = isl_basic_map_alloc_div(bmap);
    1013           0 :                 if (div < 0)
    1014           0 :                         goto error;
    1015           0 :                 isl_int_set_si(bmap->div[div][0], 0);
    1016           0 :                 k = isl_basic_map_alloc_equality(bmap);
    1017           0 :                 if (k < 0)
    1018           0 :                         goto error;
    1019           0 :                 isl_seq_cpy(bmap->eq[k], M->row[i], M->n_col);
    1020           0 :                 isl_seq_clr(bmap->eq[k] + M->n_col, bmap->n_div - n_known);
    1021           0 :                 isl_int_set(bmap->eq[k][M->n_col - n_known + div],
    1022             :                             M->row[0][0]);
    1023             :         }
    1024           0 :         isl_int_clear(gcd);
    1025             : 
    1026           0 :         return bmap;
    1027             : error:
    1028           0 :         isl_int_clear(gcd);
    1029           0 :         isl_basic_map_free(bmap);
    1030           0 :         return NULL;
    1031             : }
    1032             : 
    1033             : /* If there are any equalities that involve (multiple) unknown divs,
    1034             :  * then extract the stride information encoded by those equalities
    1035             :  * and make it explicitly available in "bmap".
    1036             :  *
    1037             :  * We first sort the divs so that the unknown divs appear last and
    1038             :  * then we count how many equalities involve these divs.
    1039             :  *
    1040             :  * Let these equalities be of the form
    1041             :  *
    1042             :  *              A(x) + B y = 0
    1043             :  *
    1044             :  * where y represents the unknown divs and x the remaining variables.
    1045             :  * Let [H 0] be the Hermite Normal Form of B, i.e.,
    1046             :  *
    1047             :  *              B = [H 0] Q
    1048             :  *
    1049             :  * Then x is a solution of the equalities iff
    1050             :  *
    1051             :  *              H^-1 A(x) (= - [I 0] Q y)
    1052             :  *
    1053             :  * is an integer vector.  Let d be the common denominator of H^-1.
    1054             :  * We impose
    1055             :  *
    1056             :  *              d H^-1 A(x) = d alpha
    1057             :  *
    1058             :  * in add_strides, with alpha fresh existentially quantified variables.
    1059             :  */
    1060  3359919417 : static __isl_give isl_basic_map *isl_basic_map_make_strides_explicit(
    1061             :         __isl_take isl_basic_map *bmap)
    1062             : {
    1063             :         int known;
    1064             :         int n_known;
    1065             :         int n, n_col;
    1066             :         int total;
    1067             :         isl_ctx *ctx;
    1068             :         isl_mat *A, *B, *M;
    1069             : 
    1070  3359919417 :         known = isl_basic_map_divs_known(bmap);
    1071  3359919417 :         if (known < 0)
    1072           0 :                 return isl_basic_map_free(bmap);
    1073  3359919417 :         if (known)
    1074  3359919417 :                 return bmap;
    1075           0 :         bmap = isl_basic_map_sort_divs(bmap);
    1076           0 :         bmap = isl_basic_map_gauss(bmap, NULL);
    1077           0 :         if (!bmap)
    1078           0 :                 return NULL;
    1079             : 
    1080           0 :         for (n_known = 0; n_known < bmap->n_div; ++n_known)
    1081           0 :                 if (isl_int_is_zero(bmap->div[n_known][0]))
    1082           0 :                         break;
    1083           0 :         ctx = isl_basic_map_get_ctx(bmap);
    1084           0 :         total = isl_space_dim(bmap->dim, isl_dim_all);
    1085           0 :         for (n = 0; n < bmap->n_eq; ++n)
    1086           0 :                 if (isl_seq_first_non_zero(bmap->eq[n] + 1 + total + n_known,
    1087           0 :                                             bmap->n_div - n_known) == -1)
    1088           0 :                         break;
    1089           0 :         if (n == 0)
    1090           0 :                 return bmap;
    1091           0 :         B = isl_mat_sub_alloc6(ctx, bmap->eq, 0, n, 0, 1 + total + n_known);
    1092           0 :         n_col = bmap->n_div - n_known;
    1093           0 :         A = isl_mat_sub_alloc6(ctx, bmap->eq, 0, n, 1 + total + n_known, n_col);
    1094           0 :         A = isl_mat_left_hermite(A, 0, NULL, NULL);
    1095           0 :         A = isl_mat_drop_cols(A, n, n_col - n);
    1096           0 :         A = isl_mat_lin_to_aff(A);
    1097           0 :         A = isl_mat_right_inverse(A);
    1098           0 :         B = isl_mat_insert_zero_rows(B, 0, 1);
    1099           0 :         B = isl_mat_set_element_si(B, 0, 0, 1);
    1100           0 :         M = isl_mat_product(A, B);
    1101           0 :         if (!M)
    1102           0 :                 return isl_basic_map_free(bmap);
    1103           0 :         bmap = add_strides(bmap, M, n_known);
    1104           0 :         bmap = isl_basic_map_gauss(bmap, NULL);
    1105           0 :         isl_mat_free(M);
    1106             : 
    1107           0 :         return bmap;
    1108             : }
    1109             : 
    1110             : /* Compute the affine hull of each basic map in "map" separately
    1111             :  * and make all stride information explicit so that we can remove
    1112             :  * all unknown divs without losing this information.
    1113             :  * The result is also guaranteed to be gaussed.
    1114             :  *
    1115             :  * In simple cases where a div is determined by an equality,
    1116             :  * calling isl_basic_map_gauss is enough to make the stride information
    1117             :  * explicit, as it will derive an explicit representation for the div
    1118             :  * from the equality.  If, however, the stride information
    1119             :  * is encoded through multiple unknown divs then we need to make
    1120             :  * some extra effort in isl_basic_map_make_strides_explicit.
    1121             :  */
    1122  1291397878 : static __isl_give isl_map *isl_map_local_affine_hull(__isl_take isl_map *map)
    1123             : {
    1124             :         int i;
    1125             : 
    1126  1291397878 :         map = isl_map_cow(map);
    1127  1291397878 :         if (!map)
    1128           0 :                 return NULL;
    1129             : 
    1130  4651317295 :         for (i = 0; i < map->n; ++i) {
    1131  3359919417 :                 map->p[i] = isl_basic_map_affine_hull(map->p[i]);
    1132  3359919417 :                 map->p[i] = isl_basic_map_gauss(map->p[i], NULL);
    1133  3359919417 :                 map->p[i] = isl_basic_map_make_strides_explicit(map->p[i]);
    1134  3359919417 :                 if (!map->p[i])
    1135           0 :                         return isl_map_free(map);
    1136             :         }
    1137             : 
    1138  1291397878 :         return map;
    1139             : }
    1140             : 
    1141   645698939 : static __isl_give isl_set *isl_set_local_affine_hull(__isl_take isl_set *set)
    1142             : {
    1143   645698939 :         return isl_map_local_affine_hull(set);
    1144             : }
    1145             : 
    1146             : /* Return an empty basic map living in the same space as "map".
    1147             :  */
    1148           0 : static __isl_give isl_basic_map *replace_map_by_empty_basic_map(
    1149             :         __isl_take isl_map *map)
    1150             : {
    1151             :         isl_space *space;
    1152             : 
    1153           0 :         space = isl_map_get_space(map);
    1154           0 :         isl_map_free(map);
    1155           0 :         return isl_basic_map_empty(space);
    1156             : }
    1157             : 
    1158             : /* Compute the affine hull of "map".
    1159             :  *
    1160             :  * We first compute the affine hull of each basic map separately.
    1161             :  * Then we align the divs and recompute the affine hulls of the basic
    1162             :  * maps since some of them may now have extra divs.
    1163             :  * In order to avoid performing parametric integer programming to
    1164             :  * compute explicit expressions for the divs, possible leading to
    1165             :  * an explosion in the number of basic maps, we first drop all unknown
    1166             :  * divs before aligning the divs.  Note that isl_map_local_affine_hull tries
    1167             :  * to make sure that all stride information is explicitly available
    1168             :  * in terms of known divs.  This involves calling isl_basic_set_gauss,
    1169             :  * which is also needed because affine_hull assumes its input has been gaussed,
    1170             :  * while isl_map_affine_hull may be called on input that has not been gaussed,
    1171             :  * in particular from initial_facet_constraint.
    1172             :  * Similarly, align_divs may reorder some divs so that we need to
    1173             :  * gauss the result again.
    1174             :  * Finally, we combine the individual affine hulls into a single
    1175             :  * affine hull.
    1176             :  */
    1177   645698939 : __isl_give isl_basic_map *isl_map_affine_hull(__isl_take isl_map *map)
    1178             : {
    1179   645698939 :         struct isl_basic_map *model = NULL;
    1180   645698939 :         struct isl_basic_map *hull = NULL;
    1181             :         struct isl_set *set;
    1182             :         isl_basic_set *bset;
    1183             : 
    1184   645698939 :         map = isl_map_detect_equalities(map);
    1185   645698939 :         map = isl_map_local_affine_hull(map);
    1186   645698939 :         map = isl_map_remove_empty_parts(map);
    1187   645698939 :         map = isl_map_remove_unknown_divs(map);
    1188   645698939 :         map = isl_map_align_divs_internal(map);
    1189             : 
    1190   645698939 :         if (!map)
    1191           0 :                 return NULL;
    1192             : 
    1193   645698939 :         if (map->n == 0)
    1194           0 :                 return replace_map_by_empty_basic_map(map);
    1195             : 
    1196   645698939 :         model = isl_basic_map_copy(map->p[0]);
    1197   645698939 :         set = isl_map_underlying_set(map);
    1198   645698939 :         set = isl_set_cow(set);
    1199   645698939 :         set = isl_set_local_affine_hull(set);
    1200   645698939 :         if (!set)
    1201           0 :                 goto error;
    1202             : 
    1203  1834004269 :         while (set->n > 1)
    1204   542606391 :                 set->p[0] = affine_hull(set->p[0], set->p[--set->n]);
    1205             : 
    1206   645698939 :         bset = isl_basic_set_copy(set->p[0]);
    1207   645698939 :         hull = isl_basic_map_overlying_set(bset, model);
    1208   645698939 :         isl_set_free(set);
    1209   645698939 :         hull = isl_basic_map_simplify(hull);
    1210   645698939 :         return isl_basic_map_finalize(hull);
    1211             : error:
    1212           0 :         isl_basic_map_free(model);
    1213           0 :         isl_set_free(set);
    1214           0 :         return NULL;
    1215             : }
    1216             : 
    1217   645698939 : struct isl_basic_set *isl_set_affine_hull(struct isl_set *set)
    1218             : {
    1219   645698939 :         return bset_from_bmap(isl_map_affine_hull(set_to_map(set)));
    1220             : }

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