cloog_domain_print_structure: print domain in isl format

[cloog/uuh.git] / source / isl / domain.c

#include <assert.h>
#include <stdlib.h>
#include <stdio.h>
#include <string.h>
#include <ctype.h>
#include <cloog/isl/cloog.h>
#include <isl_list.h>
#include <isl_constraint.h>
#include <isl_div.h>

CloogDomain *cloog_domain_from_isl_set(struct isl_set *set)
{
        set = isl_set_detect_equalities(set);
        set = isl_set_compute_divs(set);
        return (CloogDomain *)set;
}

CloogScattering *cloog_scattering_from_isl_map(struct isl_map *map)
{
        return (CloogScattering *)map;
}


/**
 * Returns true if each scattering dimension is defined in terms
 * of the original iterators.
 */
int cloog_scattering_fully_specified(CloogScattering *scattering,
                                      CloogDomain *domain)
{
        return isl_map_is_single_valued(&scattering->map);
}


CloogConstraintSet *cloog_domain_constraints(CloogDomain *domain)
{
        assert(domain->set.n == 1);
        return cloog_constraint_set_from_isl_basic_set(
                                        isl_basic_set_copy(domain->set.p[0]));
}


void cloog_domain_print_constraints(FILE *foo, CloogDomain *domain,
                                        int print_number)
{
        if (print_number)
                isl_set_print(&domain->set, foo, 0, ISL_FORMAT_EXT_POLYLIB);
        else {
                assert(domain->set.n == 1);
                isl_basic_set_print(domain->set.p[0], foo,
                                        0, NULL, NULL, ISL_FORMAT_POLYLIB);
        }
}


void cloog_scattering_print_constraints(FILE *foo, CloogScattering *scattering,
                                        int print_number)
{
        if (print_number)
                isl_map_print(&scattering->map, foo, 0, ISL_FORMAT_EXT_POLYLIB);
        else {
                assert(scattering->map.n == 1);
                isl_basic_map_print(scattering->map.p[0], foo,
                                    0, NULL, NULL, ISL_FORMAT_POLYLIB);
        }
}


void cloog_domain_free(CloogDomain * domain)
{
        isl_set_free(&domain->set);
}


void cloog_scattering_free(CloogScattering *scatt)
{
        isl_map_free(&scatt->map);
}


CloogDomain * cloog_domain_copy(CloogDomain * domain)
{
        return cloog_domain_from_isl_set(isl_set_copy(&domain->set));
}


/**
 * cloog_domain_convex function:
 * Computes the convex hull of domain.
 */ 
CloogDomain *cloog_domain_convex(CloogDomain *domain)
{
        struct isl_set *set = &domain->set;
        set = isl_set_from_basic_set(isl_set_convex_hull(isl_set_copy(set)));
        return cloog_domain_from_isl_set(set);
}


/**
 * cloog_domain_simple_convex:
 * Given a list (union) of polyhedra, this function returns a "simple"
 * convex hull of this union.  In particular, the constraints of the
 * the returned polyhedron consist of (parametric) lower and upper
 * bounds on individual variables and constraints that appear in the
 * original polyhedra.
 */
CloogDomain *cloog_domain_simple_convex(CloogDomain *domain)
{
        struct isl_basic_set *hull;
        unsigned dim = isl_set_n_dim(&domain->set);

        if (cloog_domain_isconvex(domain))
                return cloog_domain_copy(domain);

        if (dim == 0)
                return cloog_domain_convex(domain);

        hull = isl_set_bounded_simple_hull(isl_set_copy(&domain->set));
        return cloog_domain_from_isl_set(isl_set_from_basic_set(hull));
}


/**
 * cloog_domain_simplify function:
 * Given two polyhedral domains (dom1) and (dom2),
 * this function finds the largest domain set (or the smallest list
 * of non-redundant constraints), that when intersected with polyhedral
 * domain (dom2) equals (dom1)intersect(dom2). The output is a new CloogDomain
 * structure with a polyhedral domain with the "redundant" constraints removed.
 * NB: the second domain is required not to be a union.
 */ 
CloogDomain *cloog_domain_simplify(CloogDomain *dom1, CloogDomain *dom2)
{
        struct isl_set *set;
        set = isl_set_gist(isl_set_copy(&dom1->set), isl_set_copy(&dom2->set));
        return cloog_domain_from_isl_set(set);
}


/**
 * cloog_domain_union function:
 * This function returns a new polyhedral domain which is the union of
 * two polyhedral domains (dom1) U (dom2).
 * Frees dom1 and dom2;
 */
CloogDomain *cloog_domain_union(CloogDomain *dom1, CloogDomain *dom2)
{
        struct isl_set *set;
        set = isl_set_union(&dom1->set, &dom2->set);
        return cloog_domain_from_isl_set(set);
}



/**
 * cloog_domain_intersection function:
 * This function returns a new polyhedral domain which is the intersection of
 * two polyhedral domains (dom1) \cap (dom2).
 */ 
CloogDomain *cloog_domain_intersection(CloogDomain *dom1, CloogDomain *dom2)
{
        struct isl_set *set;
        set = isl_set_intersect(isl_set_copy(&dom1->set),
                                isl_set_copy(&dom2->set));
        return cloog_domain_from_isl_set(set);
}


/**
 * cloog_domain_difference function:
 * Returns the set difference domain \ minus.
 */ 
CloogDomain *cloog_domain_difference(CloogDomain *domain, CloogDomain *minus)
{
        struct isl_set *set;
        set = isl_set_subtract(isl_set_copy(&domain->set),
                               isl_set_copy(&minus->set));
        return cloog_domain_from_isl_set(set);
}


/**
 * cloog_domain_sort function:
 * This function topologically sorts (nb_doms) domains. Here (doms) is an
 * array of pointers to CloogDomains, (nb_doms) is the number of domains,
 * (level) is the level to consider for partial ordering (nb_par) is the
 * parameter space dimension, (permut) if not NULL, is an array of (nb_doms)
 * integers that contains a permutation specification after call in order to
 * apply the topological sorting. 
 */
void cloog_domain_sort(CloogDomain **doms, unsigned nb_doms, unsigned level,
                        int *permut)
{
        int i, j, k, cmp;
        struct isl_ctx *ctx;
        unsigned char **follows;

        if (!nb_doms)
                return;
        ctx = doms[0]->set.ctx;
        for (i = 0; i < nb_doms; i++)
                assert(doms[i]->set.n == 1);

        follows = isl_alloc_array(ctx, unsigned char *, nb_doms);
        assert(follows);
        for (i = 0; i < nb_doms; ++i) {
                follows[i] = isl_alloc_array(ctx, unsigned char, nb_doms);
                assert(follows[i]);
                for (j = 0; j < nb_doms; ++j)
                        follows[i][j] = 0;
        }

        for (i = 1; i < nb_doms; ++i) {
                for (j = 0; j < i; ++j) {
                        if (follows[i][j] || follows[j][i])
                                continue;
                        cmp = isl_basic_set_compare_at(doms[i]->set.p[0],
                                        doms[j]->set.p[0], level-1);
                        if (!cmp)
                                continue;
                        if (cmp > 0) {
                                follows[i][j] = 1;
                                for (k = 0; k < i; ++k)
                                        follows[i][k] |= follows[j][k];
                        } else {
                                follows[j][i] = 1;
                                for (k = 0; k < i; ++k)
                                        follows[k][i] |= follows[k][j];
                        }
                }
        }

        for (i = 0, j = 0; i < nb_doms; j = (j + 1) % nb_doms) {
                for (k = 0; k < nb_doms; ++k)
                        if (follows[j][k])
                                break;
                if (k < nb_doms)
                        continue;
                for (k = 0; k < nb_doms; ++k)
                        follows[k][j] = 0;
                follows[j][j] = 1;
                permut[i] = 1 + j;
                ++i;
        }

        for (i = 0; i < nb_doms; ++i)
                free(follows[i]);
        free(follows);
}


/**
 * Check whether there is or may be any value of dom1 at the given level
 * that is greater than or equal to a value of dom2 at the same level.
 *
 * Return
 *       1 is there is or may be a greater-than pair.
 *       0 if there is no greater-than pair, but there may be an equal-to pair
 *      -1 if there is definitely no such pair
 */
int cloog_domain_follows(CloogDomain *dom1, CloogDomain *dom2, unsigned level)
{
        int follows;

        follows = isl_set_follows_at(&dom1->set, &dom2->set, level - 1);
        assert(follows >= -1);

        return follows;
}


/**
 * cloog_domain_empty function:
 * Returns an empty domain of the same dimensions as template.
 */
CloogDomain *cloog_domain_empty(CloogDomain *template)
{
        return cloog_domain_from_isl_set(isl_set_empty_like(&template->set));
}


/**
 * Return 1 if the specified dimension has both an upper and a lower bound.
 */
int cloog_domain_is_bounded(CloogDomain *dom, unsigned level)
{
        return isl_set_dim_is_bounded(&dom->set, isl_dim_set, level - 1);
}


/******************************************************************************
 *                          Structure display function                        *
 ******************************************************************************/


/**
 * cloog_domain_print_structure :
 * this function is a more human-friendly way to display the CloogDomain data
 * structure, it only shows the constraint system and includes an indentation
 * level (level) in order to work with others print_structure functions.
 */
void cloog_domain_print_structure(FILE *file, CloogDomain *domain, int level,
                                  const char *name)
{
        int i ;
        struct isl_set *set = &domain->set;

        /* Go to the right level. */
        for (i = 0; i < level; i++)
                fprintf(file, "|\t");
  
        if (!set) {
                fprintf(file, "+-- Null CloogDomain\n");
                return;
        }
        fprintf(file, "+-- %s\n", name);
        for (i = 0; i < level+1; ++i)
                fprintf(file, "|\t");

        isl_set_print(set, file, 0, ISL_FORMAT_ISL);

        fprintf(file, "\n");
}


/******************************************************************************
 *                         Memory deallocation function                       *
 ******************************************************************************/


void cloog_domain_list_free(CloogDomainList *list)
{
        CloogDomainList *next;

        for ( ; list; list = next) {
                next = list->next;
                cloog_domain_free(list->domain);
                free(list);
        }
}


/**
 * cloog_scattering_list_free function:
 * This function frees the allocated memory for a CloogScatteringList structure.
 */
void cloog_scattering_list_free(CloogScatteringList *list)
{
        while (list != NULL) {
                CloogScatteringList *temp = list->next;
                isl_map_free(&list->scatt->map);
                free(list);
                list = temp;
        }
}


/******************************************************************************
 *                               Reading function                             *
 ******************************************************************************/


/**
 * cloog_domain_read_context function:
 * Read parameter domain.
 */
CloogDomain *cloog_domain_read_context(CloogState *state, FILE *input)
{
        struct isl_ctx *ctx = state->backend->ctx;
        isl_set *set;

        set = isl_set_read_from_file(ctx, input, 0);
        set = isl_set_move_dims(set, isl_dim_param, 0,
                                isl_dim_set, 0, isl_set_dim(set, isl_dim_set));

        return cloog_domain_from_isl_set(set);
}


/**
 * cloog_domain_from_context
 * Reinterpret context by turning parameters into variables.
 */
CloogDomain *cloog_domain_from_context(CloogDomain *context)
{
        isl_set *set = &context->set;

        set = isl_set_move_dims(set, isl_dim_set, 0,
                            isl_dim_param, 0, isl_set_dim(set, isl_dim_param));

        return cloog_domain_from_isl_set(set);
}


/**
 * cloog_domain_union_read function:
 * This function reads a union of polyhedra into a file (input) and
 * returns a pointer to a CloogDomain containing the read information. 
 */
CloogDomain *cloog_domain_union_read(CloogState *state,
                                        FILE *input, int nb_parameters)
{
        struct isl_ctx *ctx = state->backend->ctx;
        struct isl_set *set;

        set = isl_set_read_from_file(ctx, input, nb_parameters);
        return cloog_domain_from_isl_set(set);
}


/**
 * cloog_domain_read_scattering function:
 * This function reads in a scattering function from the file input.
 *
 * We try to read the scattering relation as a map, but if it is
 * specified in the original PolyLib format, then isl_map_read_from_file
 * will treat the input as a set return a map with zero input dimensions.
 * In this case, we need to decompose the set into a map from
 * scattering dimensions to domain dimensions and then invert the
 * resulting map.
 */
CloogScattering *cloog_domain_read_scattering(CloogDomain *domain, FILE *input)
{
        struct isl_ctx *ctx = domain->set.ctx;
        struct isl_map *scat;
        unsigned nparam;
        unsigned dim;
        unsigned n_scat;

        dim = isl_set_n_dim(&domain->set);
        nparam = isl_set_n_param(&domain->set);
        scat = isl_map_read_from_file(ctx, input, nparam);
        if (isl_map_dim(scat, isl_dim_in) != dim) {
                n_scat = isl_map_dim(scat, isl_dim_out) - dim;
                scat = isl_map_move_dims(scat, isl_dim_in, 0,
                                        isl_dim_out, n_scat, dim);
        }
        return cloog_scattering_from_isl_map(scat);
}

/******************************************************************************
 *                      CloogMatrix Reading function                          *
 ******************************************************************************/

/**
 * isl_constraint_read_from_matrix:
 * Convert a single line of a matrix to a isl_constraint.
 * Returns a pointer to the constraint if successful; NULL otherwise.
 */
static struct isl_constraint *isl_constraint_read_from_matrix(
        struct isl_dim *dim, cloog_int_t *row)
{
        struct isl_constraint *constraint;
        int j;
        int nvariables = isl_dim_size(dim, isl_dim_set);
        int nparam = isl_dim_size(dim, isl_dim_param);

        if (cloog_int_is_zero(row[0]))
                constraint = isl_equality_alloc(dim);
        else
                constraint = isl_inequality_alloc(dim);

        for (j = 0; j < nvariables; ++j)
                isl_constraint_set_coefficient(constraint, isl_dim_out, j,
                                               row[1 + j]);

        for (j = 0; j < nparam; ++j)
                isl_constraint_set_coefficient(constraint, isl_dim_param, j,
                                               row[1 + nvariables + j]);

        isl_constraint_set_constant(constraint, row[1 + nvariables + nparam]);

        return constraint;
}

/**
 * isl_basic_set_read_from_matrix:
 * Convert matrix to basic_set. The matrix contains nparam parameter columns.
 * Returns a pointer to the basic_set if successful; NULL otherwise.
 */
static struct isl_basic_set *isl_basic_set_read_from_matrix(struct isl_ctx *ctx,
        CloogMatrix* matrix, int nparam)
{
        struct isl_dim *dim;
        struct isl_basic_set *bset;
        int i;
        unsigned nrows, ncolumns;

        nrows = matrix->NbRows;
        ncolumns = matrix->NbColumns;
        int nvariables = ncolumns - 2 - nparam;

        dim = isl_dim_set_alloc(ctx, nparam, nvariables);

        bset = isl_basic_set_universe(isl_dim_copy(dim));

        for (i = 0; i < nrows; ++i) {
                cloog_int_t *row = matrix->p[i];
                struct isl_constraint *constraint =
                        isl_constraint_read_from_matrix(isl_dim_copy(dim), row);
                bset = isl_basic_set_add_constraint(bset, constraint);
        }

        isl_dim_free(dim);

        return bset;
}

/**
 * cloog_domain_from_cloog_matrix:
 * Create a CloogDomain containing the constraints described in matrix.
 * nparam is the number of parameters contained in the domain.
 * Returns a pointer to the CloogDomain if successful; NULL otherwise.
 */
CloogDomain *cloog_domain_from_cloog_matrix(CloogState *state,
        CloogMatrix *matrix, int nparam)
{
        struct isl_ctx *ctx = state->backend->ctx;
        struct isl_basic_set *bset;

        bset = isl_basic_set_read_from_matrix(ctx, matrix, nparam);

        return cloog_domain_from_isl_set(isl_set_from_basic_set(bset));
}

/**
 * cloog_scattering_from_cloog_matrix:
 * Create a CloogScattering containing the constraints described in matrix.
 * nparam is the number of parameters contained in the domain.
 * Returns a pointer to the CloogScattering if successful; NULL otherwise.
 */
CloogScattering *cloog_scattering_from_cloog_matrix(CloogState *state,
        CloogMatrix *matrix, int nb_scat, int nb_par)
{
        struct isl_ctx *ctx = state->backend->ctx;
        struct isl_basic_set *bset;
        struct isl_basic_map *scat;
        struct isl_dim *dims;
        unsigned dim;

        bset = isl_basic_set_read_from_matrix(ctx, matrix, nb_par);
        dim = isl_basic_set_n_dim(bset) - nb_scat;
        dims = isl_dim_alloc(ctx, nb_par, nb_scat, dim);

        scat = isl_basic_map_from_basic_set(bset, dims);
        scat = isl_basic_map_reverse(scat);
        return cloog_scattering_from_isl_map(isl_map_from_basic_map(scat));
}


/******************************************************************************
 *                            Processing functions                            *
 ******************************************************************************/



/**
 * cloog_domain_isempty function:
 */ 
int cloog_domain_isempty(CloogDomain *domain)
{
        return isl_set_is_empty(&domain->set);
}


/**
 * cloog_domain_universe function:
 * This function returns the complete dim-dimensional space.
 */
CloogDomain *cloog_domain_universe(CloogState *state, unsigned dim)
{
        struct isl_dim *dims;
        struct isl_basic_set *bset;

        dims = isl_dim_set_alloc(state->backend->ctx, 0, dim);
        bset = isl_basic_set_universe(dims);
        return cloog_domain_from_isl_set(isl_set_from_basic_set(bset));
}


/**
 * cloog_domain_project function:
 * This function returns the projection of
 * (domain) on the (level) first dimensions (i.e. outer loops).
 */ 
CloogDomain *cloog_domain_project(CloogDomain *domain, int level)
{
        struct isl_set *set = &domain->set;
        set = isl_set_remove_dims(isl_set_copy(set), isl_dim_set,
                                        level, isl_set_n_dim(set) - level);
        set = isl_set_compute_divs(set);
        if (level > 0)
                set = isl_set_remove_divs_involving_dims(set,
                                                isl_dim_set, level - 1, 1);
        return cloog_domain_from_isl_set(set);
}


/**
 * cloog_domain_extend function:
 * This function returns the (domain) given as input with (dim)
 * dimensions and (nb_par) parameters.
 * This function does not free (domain), and returns a new CloogDomain.
 */ 
CloogDomain *cloog_domain_extend(CloogDomain *domain, int dim)
{
        struct isl_set *set = &domain->set;
        set = isl_set_extend(isl_set_copy(set), isl_set_n_param(set), dim);
        return cloog_domain_from_isl_set(set);
}


/**
 * cloog_domain_never_integral function:
 * For us, an equality like 3*i -4 = 0 is always false since 4%3 != 0.
 * There is no need to check for such constraints explicitly for the isl
 * backend.
 */
int cloog_domain_never_integral(CloogDomain * domain)
{
        return isl_set_is_empty(&domain->set);
}


/**
 * Check whether the loop at "level" is executed at most once.
 * We construct a map that maps all remaining variables to this iterator
 * and check whether this map is single valued.
 *
 * Alternatively, we could have mapped the domain through a mapping
 * [p] -> { [..., i] -> [..., i'] : i' > i }
 * and then taken the intersection of the original domain and the transformed
 * domain.  If this intersection is empty, then the corresponding
 * loop is executed at most once.
 */
int cloog_domain_is_otl(CloogDomain *domain, int level)
{
        int otl;
        isl_map *map;

        map = isl_map_from_domain(isl_set_copy(&domain->set));
        map = isl_map_move_dims(map, isl_dim_out, 0, isl_dim_in, level - 1, 1);
        otl = isl_map_is_single_valued(map);
        isl_map_free(map);

        return otl;
}


/**
 * cloog_domain_stride function:
 * This function finds the stride imposed to unknown with the column number
 * 'strided_level' in order to be integral. For instance, if we have a
 * constraint like -i - 2j + 2k = 0, and we consider k, then k can be integral
 * only if (i + 2j)%2 = 0. Then only if i%2 = 0. Then k imposes a stride 2 to
 * the unknown i. The function returns the imposed stride in a parameter field.
 * - domain is the set of constraint we have to consider,
 * - strided_level is the column number of the unknown for which a stride have
 *   to be found,
 * - looking_level is the column number of the unknown that impose a stride to
 *   the first unknown.
 * - stride is the stride that is returned back as a function parameter. 
 * - offset is the value of the constant c if the condition is of the shape
 *   (i + c)%s = 0, s being the stride.
 */
void cloog_domain_stride(CloogDomain *domain, int strided_level,
        cloog_int_t *stride, cloog_int_t *offset)
{
        struct isl_set *set = &domain->set;
        isl_set_dim_residue_class(set, strided_level - 1, stride, offset);
        if (!isl_int_is_zero(*offset))
                isl_int_sub(*offset, *stride, *offset);
        return;
}


struct cloog_can_stride {
        int level;
        int can_stride;
};

static int constraint_can_stride(__isl_take isl_constraint *c, void *user)
{
        struct cloog_can_stride *ccs = (struct cloog_can_stride *)user;
        int i;
        isl_int v;
        unsigned n_div;

        isl_int_init(v);
        isl_constraint_get_coefficient(c, isl_dim_set, ccs->level - 1, &v);
        if (isl_int_is_pos(v)) {
                n_div = isl_constraint_dim(c, isl_dim_div);
                for (i = 0; i < n_div; ++i) {
                        isl_constraint_get_coefficient(c, isl_dim_div, i, &v);
                        if (!isl_int_is_zero(v))
                                break;
                }
                if (i < n_div)
                        ccs->can_stride = 0;
        }
        isl_int_clear(v);
        isl_constraint_free(c);

        return 0;
}

static int basic_set_can_stride(__isl_take isl_basic_set *bset, void *user)
{
        struct cloog_can_stride *ccs = (struct cloog_can_stride *)user;
        int r;

        r = isl_basic_set_foreach_constraint(bset, constraint_can_stride, ccs);
        isl_basic_set_free(bset);
        return r;
}


/**
 * Return 1 if CLooG is allowed to perform stride detection on level "level"
 * and 0 otherwise.
 * Currently, stride detection is only allowed when none of the lower
 * bound constraints involve any existentially quantified variables.
 * The reason is that the current isl interface does not make it
 * easy to construct an integer division that depends on other integer
 * divisions.
 * By not allowing existentially quantified variables in the constraints,
 * we can ignore them in cloog_domain_stride_lower_bound.
 */
int cloog_domain_can_stride(CloogDomain *domain, int level)
{
        struct cloog_can_stride ccs = { level, 1 };
        int r;
        r = isl_set_foreach_basic_set(&domain->set, basic_set_can_stride, &ccs);
        assert(r == 0);
        return ccs.can_stride;
}


struct cloog_stride_lower {
        int level;
        CloogStride *stride;
        isl_set *set;
        isl_basic_set *bounds;
};

/* If the given constraint is a lower bound on csl->level, then add
 * a lower bound to csl->bounds that makes sure that the remainder
 * of the smallest value on division by csl->stride is equal to csl->offset.
 *
 * In particular, the given lower bound is of the form
 *
 *      a i + f >= 0
 *
 * where f may depend on the parameters and other iterators.
 * The stride is s and the offset is d.
 * The lower bound -f/a may not satisfy the above condition.  In fact,
 * it may not even be integral.  We want to round this value of i up
 * to the nearest value that satisfies the condition and add the corresponding
 * lower bound constraint.  This nearest value is obtained by rounding
 * i - d up to the nearest multiple of s.
 * That is, we first subtract d
 *
 *      i' = -f/a - d
 *
 * then we round up to the nearest multiple of s
 *
 *      i'' = s * ceil(i'/s)
 *
 * and finally, we add d again
 *
 *      i''' = i'' + d
 *
 * and impose the constraint i >= i'''.
 *
 * We find
 *
 *      i'' = s * ceil((-f - a * d)/(a * s)) = - s * floor((f + a * d)/(a * s))
 *
 *      i >= - s * floor((f + a * d)/(a * s)) + d
 *
 * or
 *      i + s * floor((f + a * d)/(a * s)) - d >= 0
 */
static int constraint_stride_lower(__isl_take isl_constraint *c, void *user)
{
        struct cloog_stride_lower *csl = (struct cloog_stride_lower *)user;
        int i;
        isl_int v;
        isl_int t;
        isl_constraint *bound;
        isl_div *div;
        int pos;
        unsigned nparam, nvar;

        isl_int_init(v);
        isl_constraint_get_coefficient(c, isl_dim_set, csl->level - 1, &v);
        if (!isl_int_is_pos(v)) {
                isl_int_clear(v);
                isl_constraint_free(c);

                return 0;
        }

        isl_int_init(t);

        nparam = isl_constraint_dim(c, isl_dim_param);
        nvar = isl_constraint_dim(c, isl_dim_set);
        bound = isl_inequality_alloc(isl_basic_set_get_dim(csl->bounds));
        div = isl_div_alloc(isl_basic_set_get_dim(csl->bounds));
        isl_int_mul(t, v, csl->stride->stride);
        isl_div_set_denominator(div, t);
        for (i = 0; i < nparam; ++i) {
                isl_constraint_get_coefficient(c, isl_dim_param, i, &t);
                isl_div_set_coefficient(div, isl_dim_param, i, t);
        }
        for (i = 0; i < nvar; ++i) {
                if (i == csl->level - 1)
                        continue;
                isl_constraint_get_coefficient(c, isl_dim_set, i, &t);
                isl_div_set_coefficient(div, isl_dim_set, i, t);
        }
        isl_constraint_get_constant(c, &t);
        isl_int_addmul(t, v, csl->stride->offset);
        isl_div_set_constant(div, t);

        bound = isl_constraint_add_div(bound, div, &pos);
        isl_int_set_si(t, 1);
        isl_constraint_set_coefficient(bound, isl_dim_set,
                                        csl->level - 1, t);
        isl_constraint_set_coefficient(bound, isl_dim_div, pos,
                                        csl->stride->stride);
        isl_int_neg(t, csl->stride->offset);
        isl_constraint_set_constant(bound, t);
        csl->bounds = isl_basic_set_add_constraint(csl->bounds, bound);

        isl_int_clear(v);
        isl_int_clear(t);
        isl_constraint_free(c);

        return 0;
}

/* This functions performs essentially the same operation as
 * constraint_stride_lower, the only difference being that the offset d
 * is not a constant, but an affine expression in terms of the parameters
 * and earlier variables.  In particular the affine expression is equal
 * to the coefficients of stride->constraint multiplied by stride->factor.
 * As in constraint_stride_lower, we add an extra bound
 *
 *      i + s * floor((f + a * d)/(a * s)) - d >= 0
 *
 * for each lower bound
 *
 *      a i + f >= 0
 *
 * where d is not the aforementioned affine expression.
 */
static int constraint_stride_lower_c(__isl_take isl_constraint *c, void *user)
{
        struct cloog_stride_lower *csl = (struct cloog_stride_lower *)user;
        int i;
        isl_int v;
        isl_int t, u;
        isl_constraint *bound;
        isl_constraint *csl_c;
        isl_div *div;
        int pos;
        unsigned nparam, nvar;

        isl_int_init(v);
        isl_constraint_get_coefficient(c, isl_dim_set, csl->level - 1, &v);
        if (!isl_int_is_pos(v)) {
                isl_int_clear(v);
                isl_constraint_free(c);

                return 0;
        }

        csl_c = &csl->stride->constraint->isl;

        isl_int_init(t);
        isl_int_init(u);

        nparam = isl_constraint_dim(c, isl_dim_param);
        nvar = isl_constraint_dim(c, isl_dim_set);
        bound = isl_inequality_alloc(isl_basic_set_get_dim(csl->bounds));
        div = isl_div_alloc(isl_basic_set_get_dim(csl->bounds));
        isl_int_mul(t, v, csl->stride->stride);
        isl_div_set_denominator(div, t);
        for (i = 0; i < nparam; ++i) {
                isl_constraint_get_coefficient(c, isl_dim_param, i, &t);
                isl_constraint_get_coefficient(csl_c, isl_dim_param, i, &u);
                isl_int_mul(u, u, csl->stride->factor);
                isl_int_addmul(t, v, u);
                isl_div_set_coefficient(div, isl_dim_param, i, t);
                isl_int_neg(u, u);
                isl_constraint_set_coefficient(bound, isl_dim_param, i, u);
        }
        for (i = 0; i < nvar; ++i) {
                if (i == csl->level - 1)
                        continue;
                isl_constraint_get_coefficient(c, isl_dim_set, i, &t);
                isl_constraint_get_coefficient(csl_c, isl_dim_set, i, &u);
                isl_int_mul(u, u, csl->stride->factor);
                isl_int_addmul(t, v, u);
                isl_div_set_coefficient(div, isl_dim_set, i, t);
                isl_int_neg(u, u);
                isl_constraint_set_coefficient(bound, isl_dim_set, i, u);
        }
        isl_constraint_get_constant(c, &t);
        isl_constraint_get_constant(csl_c, &u);
        isl_int_mul(u, u, csl->stride->factor);
        isl_int_addmul(t, v, u);
        isl_div_set_constant(div, t);
        isl_int_neg(u, u);
        isl_constraint_set_constant(bound, u);

        bound = isl_constraint_add_div(bound, div, &pos);
        isl_int_set_si(t, 1);
        isl_constraint_set_coefficient(bound, isl_dim_set,
                                        csl->level - 1, t);
        isl_constraint_set_coefficient(bound, isl_dim_div, pos,
                                        csl->stride->stride);
        csl->bounds = isl_basic_set_add_constraint(csl->bounds, bound);

        isl_int_clear(u);
        isl_int_clear(t);
        isl_int_clear(v);
        isl_constraint_free(c);

        return 0;
}

static int basic_set_stride_lower(__isl_take isl_basic_set *bset, void *user)
{
        struct cloog_stride_lower *csl = (struct cloog_stride_lower *)user;
        int r;

        csl->bounds = isl_basic_set_universe_like(bset);
        if (csl->stride->constraint)
                r = isl_basic_set_foreach_constraint(bset,
                                        &constraint_stride_lower_c, csl);
        else
                r = isl_basic_set_foreach_constraint(bset,
                                        &constraint_stride_lower, csl);
        bset = isl_basic_set_intersect(bset, csl->bounds);
        csl->set = isl_set_union(csl->set, isl_set_from_basic_set(bset));

        return r;
}

/**
 * Update the lower bounds at level "level" to the given stride information.
 * That is, make sure that the remainder on division by "stride"
 * is equal to "offset".
 */
CloogDomain *cloog_domain_stride_lower_bound(CloogDomain *domain, int level,
        CloogStride *stride)
{
        struct cloog_stride_lower csl;
        int r;

        csl.stride = stride;
        csl.level = level;
        csl.set = isl_set_empty_like(&domain->set);

        r = isl_set_foreach_basic_set(&domain->set, basic_set_stride_lower, &csl);
        assert(r == 0);

        cloog_domain_free(domain);
        return cloog_domain_from_isl_set(csl.set);
}


/**
 * cloog_domain_lazy_equal function:
 * This function returns 1 if the domains given as input are the same, 0 if it
 * is unable to decide.
 */
int cloog_domain_lazy_equal(CloogDomain *d1, CloogDomain *d2)
{
        return isl_set_fast_is_equal(&d1->set, &d2->set);
}

struct cloog_bound_split {
        isl_set *set;
        int level;
        int lower;
        int upper;
};

static int constraint_bound_split(__isl_take isl_constraint *c, void *user)
{
        struct cloog_bound_split *cbs = (struct cloog_bound_split *)user;
        isl_int v;
        int i;
        int handle = 0;

        isl_int_init(v);
        isl_constraint_get_coefficient(c, isl_dim_set, cbs->level - 1, &v);
        if (!cbs->lower && isl_int_is_pos(v))
                cbs->lower = handle = 1;
        else if (!cbs->upper && isl_int_is_neg(v))
                cbs->upper = handle = 1;
        if (handle) {
                for (i = 0; i < isl_set_dim(cbs->set, isl_dim_param); ++i) {
                        isl_constraint_get_coefficient(c, isl_dim_param, i, &v);
                        if (isl_int_is_zero(v))
                                continue;
                        cbs->set = isl_set_split_dims(cbs->set,
                                                        isl_dim_param, i, 1);
                }
        }
        isl_int_clear(v);
        isl_constraint_free(c);

        return (cbs->lower && cbs->upper) ? -1 : 0;
}

static int basic_set_bound_split(__isl_take isl_basic_set *bset, void *user)
{
        struct cloog_bound_split *cbs = (struct cloog_bound_split *)user;
        int r;

        cbs->lower = 0;
        cbs->upper = 0;
        r = isl_basic_set_foreach_constraint(bset, constraint_bound_split, cbs);
        isl_basic_set_free(bset);
        return ((!cbs->lower || !cbs->upper) && r < 0) ? -1 : 0;
}

/**
 * Return a union of sets S_i such that the convex hull of "dom",
 * when intersected with one the sets S_i, will have an upper and
 * lower bound for the dimension at "level" (provided "dom" itself
 * has such bounds for the dimensions).
 *
 * We currently take a very simple approach.  For each of the basic
 * sets in "dom" we pick a lower and an upper bound and split the
 * range of any parameter involved in these two bounds in a
 * nonnegative and a negative part.  This ensures that the symbolic
 * constant in these two constraints are themselves bounded and
 * so there will be at least one upper and one lower bound
 * in the convex hull.
 */
CloogDomain *cloog_domain_bound_splitter(CloogDomain *dom, int level)
{
        struct cloog_bound_split cbs;
        int r;
        cbs.level = level;
        cbs.set = isl_set_universe_like(&dom->set);
        r = isl_set_foreach_basic_set(&dom->set, basic_set_bound_split, &cbs);
        assert(r == 0);
        return cloog_domain_from_isl_set(cbs.set);
}


/**
 * cloog_scattering_lazy_block function:
 * This function returns 1 if the two scattering functions s1 and s2 given
 * as input are the same (except possibly for the final dimension, where we
 * allow a difference of 1), assuming that the domains on which this
 * scatterings are applied are the same.
 * In fact this function answers the question "can I
 * safely consider the two domains as only one with two statements (a block) ?".
 * - s1 and s2 are the two domains to check for blocking,
 * - scattering is the linked list of all domains,
 * - scattdims is the total number of scattering dimentions.
 */
int cloog_scattering_lazy_block(CloogScattering *s1, CloogScattering *s2,
                            CloogScatteringList *scattering, int scattdims)
{
        int i;
        struct isl_dim *dim;
        struct isl_map *rel;
        struct isl_set *delta;
        int fixed, block;
        isl_int cst;
        unsigned n_scat;

        n_scat = isl_map_dim(&s1->map, isl_dim_out);
        if (n_scat != isl_map_dim(&s2->map, isl_dim_out))
                return 0;

        dim = isl_dim_copy(s1->map.dim);
        dim = isl_dim_domain(dim);
        rel = isl_map_identity(dim);
        rel = isl_map_apply_domain(rel, isl_map_copy(&s1->map));
        rel = isl_map_apply_range(rel, isl_map_copy(&s2->map));
        delta = isl_map_deltas(rel);
        isl_int_init(cst);
        for (i = 0; i < n_scat; ++i) {
                fixed = isl_set_fast_dim_is_fixed(delta, i, &cst);
                if (fixed != 1)
                        break;
                if (i+1 < n_scat && !isl_int_is_zero(cst))
                        break;
                if (!isl_int_is_zero(cst) && !isl_int_is_one(cst))
                        break;
        }
        block = i >= n_scat;
        isl_int_clear(cst);
        isl_set_free(delta);
        return block;
}


/**
 * cloog_domain_lazy_disjoint function:
 * This function returns 1 if the domains given as input are disjoint, 0 if it
 * is unable to decide.
 */
int cloog_domain_lazy_disjoint(CloogDomain *d1, CloogDomain *d2)
{
        return isl_set_fast_is_disjoint(&d1->set, &d2->set);
} 
 
 
/**
 * cloog_scattering_list_lazy_same function:
 * This function returns 1 if two domains in the list are the same, 0 if it
 * is unable to decide.
 */
int cloog_scattering_list_lazy_same(CloogScatteringList *list)
{
        CloogScatteringList *one, *other;

        for (one = list; one; one = one->next)
                for (other = one->next; other; other = other->next)
                        if (isl_map_fast_is_equal(&one->scatt->map,
                                                  &other->scatt->map))
                                return 1;
        return 0;
}

int cloog_domain_dimension(CloogDomain * domain)
{
        return isl_set_n_dim(&domain->set);
}

int cloog_domain_parameter_dimension(CloogDomain *domain)
{
        return isl_set_n_param(&domain->set);
}

int cloog_scattering_dimension(CloogScattering *scatt, CloogDomain *domain)
{
        return isl_map_dim(&scatt->map, isl_dim_out);
}

int cloog_domain_isconvex(CloogDomain * domain)
{
        return domain->set.n <= 1;
}


/**
 * cloog_domain_cut_first function:
 * This function splits off and returns the first convex set in the
 * union "domain".  The remainder of the union is returned in rest.
 * The original "domain" itself is destroyed and may not be used
 * after a call to this function.
 */
CloogDomain *cloog_domain_cut_first(CloogDomain *domain, CloogDomain **rest)
{
        struct isl_set *set;
        struct isl_basic_set *first;

        set = &domain->set;
        first = isl_set_copy_basic_set(set);
        set = isl_set_drop_basic_set(set, first);
        *rest = cloog_domain_from_isl_set(set);

        return cloog_domain_from_isl_set(isl_set_from_basic_set(first));
}


/**
 * Given a union domain, try to find a simpler representation
 * using fewer sets in the union.
 * The original "domain" itself is destroyed and may not be used
 * after a call to this function.
 */
CloogDomain *cloog_domain_simplify_union(CloogDomain *domain)
{
      return cloog_domain_from_isl_set(isl_set_coalesce(&domain->set));
}


/**
 * cloog_scattering_lazy_isscalar function:
 * this function returns 1 if the scattering dimension 'dimension' in the
 * scattering 'scatt' is constant.
 * If value is not NULL, then it is set to the constant value of dimension.
 */
int cloog_scattering_lazy_isscalar(CloogScattering *scatt, int dimension,
                                        cloog_int_t *value)
{
        return isl_map_fast_is_fixed(&scatt->map, isl_dim_out, dimension, value);
}


/**
 * cloog_domain_lazy_isconstant function:
 * this function returns 1 if the dimension 'dimension' in the
 * domain 'domain' is constant.
 * If value is not NULL, then it is set to the constant value of dimension.
 */
int cloog_domain_lazy_isconstant(CloogDomain *domain, int dimension)
{
        return isl_set_fast_dim_is_fixed(&domain->set, dimension, NULL);
}


/**
 * cloog_scattering_erase_dimension function:
 * this function returns a CloogDomain structure builds from 'domain' where
 * we removed the dimension 'dimension' and every constraint involving this
 * dimension.
 */
CloogScattering *cloog_scattering_erase_dimension(CloogScattering *domain,
                                                int dimension)
{
        struct isl_map *map;
        map = isl_map_remove_dims(isl_map_copy(&domain->map),
                                  isl_dim_out, dimension, 1);
        return cloog_scattering_from_isl_map(map);
}

/**
 * cloog_domain_cube:
 * Construct and return a dim-dimensional cube, with values ranging
 * between min and max in each dimension.
 */
CloogDomain *cloog_domain_cube(CloogState *state,
                                int dim, cloog_int_t min, cloog_int_t max)
{
        int i;
        struct isl_basic_set *cube;
        struct isl_basic_set *interval;
        struct isl_basic_set_list *list;

        if (dim == 0)
                return cloog_domain_universe(state, dim);

        interval = isl_basic_set_interval(state->backend->ctx, min, max);
        list = isl_basic_set_list_alloc(state->backend->ctx, dim);
        for (i = 0; i < dim; ++i)
                list = isl_basic_set_list_add(list, isl_basic_set_copy(interval));
        isl_basic_set_free(interval);
        cube = isl_basic_set_product(list);
        return cloog_domain_from_isl_set(isl_set_from_basic_set(cube));
}


/**
 * cloog_domain_scatter function:
 * This function add the scattering (scheduling) informations to a domain.
 */
CloogDomain *cloog_domain_scatter(CloogDomain *domain, CloogScattering *scatt)
{
        struct isl_map *map;

        map = isl_map_reverse(isl_map_copy(&scatt->map));
        map = isl_map_intersect_range(map, &domain->set);
        return cloog_domain_from_isl_set(isl_set_from_map(map));
}

static int add_domain_from_map(__isl_take isl_map *map, void *user)
{
        isl_dim *dim;
        const char *name;
        CloogDomain *domain;
        CloogScattering *scat;
        CloogUnionDomain **ud = (CloogUnionDomain **)user;

        dim = isl_map_get_dim(map);
        name = isl_dim_get_tuple_name(dim, isl_dim_in);
        domain = cloog_domain_from_isl_set(isl_map_domain(isl_map_copy(map)));
        scat = cloog_scattering_from_isl_map(map);
        *ud = cloog_union_domain_add_domain(*ud, name, domain, scat, NULL);
        isl_dim_free(dim);

        return 0;
}

/**
 * Construct a CloogUnionDomain from an isl_union_map representing
 * a global scattering function.  The input is a mapping from different
 * spaces (different tuple names and possibly different dimensions)
 * to a common space.  The iteration domains are set to the domains
 * in each space.  The statement names are set to the names of the
 * spaces.  The parameter names of the result are set to those of
 * the input, but the iterator and scattering dimension names are
 * left unspecified.
 */
CloogUnionDomain *cloog_union_domain_from_isl_union_map(
        __isl_take isl_union_map *umap)
{
        int i;
        int nparam;
        isl_dim *dim;
        CloogUnionDomain *ud;

        dim = isl_union_map_get_dim(umap);
        nparam = isl_dim_size(dim, isl_dim_param);

        ud = cloog_union_domain_alloc(nparam);

        for (i = 0; i < nparam; ++i) {
                const char *s = isl_dim_get_name(dim, isl_dim_param, i);
                ud = cloog_union_domain_set_name(ud, CLOOG_PARAM, i, s);
        }
        isl_dim_free(dim);

        if (isl_union_map_foreach_map(umap, &add_domain_from_map, &ud) < 0) {
                isl_union_map_free(umap);
                cloog_union_domain_free(ud);
                assert(0);
        }

        isl_union_map_free(umap);

        return ud;
}

static int add_domain(__isl_take isl_set *set, void *user)
{
        isl_dim *dim;
        const char *name;
        CloogDomain *domain;
        CloogUnionDomain **ud = (CloogUnionDomain **)user;

        dim = isl_set_get_dim(set);
        name = isl_dim_get_tuple_name(dim, isl_dim_in);
        domain = cloog_domain_from_isl_set(set);
        *ud = cloog_union_domain_add_domain(*ud, name, domain, NULL, NULL);
        isl_dim_free(dim);

        return 0;
}

/**
 * Construct a CloogUnionDomain from an isl_union_set.
 * The statement names are set to the names of the
 * spaces.  The parameter names of the result are set to those of
 * the input, but the iterator and scattering dimension names are
 * left unspecified.
 */
CloogUnionDomain *cloog_union_domain_from_isl_union_set(
        __isl_take isl_union_set *uset)
{
        int i;
        int nparam;
        isl_dim *dim;
        CloogUnionDomain *ud;

        dim = isl_union_set_get_dim(uset);
        nparam = isl_dim_size(dim, isl_dim_param);

        ud = cloog_union_domain_alloc(nparam);

        for (i = 0; i < nparam; ++i) {
                const char *s = isl_dim_get_name(dim, isl_dim_param, i);
                ud = cloog_union_domain_set_name(ud, CLOOG_PARAM, i, s);
        }
        isl_dim_free(dim);

        if (isl_union_set_foreach_set(uset, &add_domain, &ud) < 0) {
                isl_union_set_free(uset);
                cloog_union_domain_free(ud);
                assert(0);
        }

        isl_union_set_free(uset);

        return ud;
}

/* Computes x, y and g such that g = gcd(a,b) and a*x+b*y = g */
static void Euclid(cloog_int_t a, cloog_int_t b,
                        cloog_int_t *x, cloog_int_t *y, cloog_int_t *g)
{
        cloog_int_t c, d, e, f, tmp;

        cloog_int_init(c);
        cloog_int_init(d);
        cloog_int_init(e);
        cloog_int_init(f);
        cloog_int_init(tmp);
        cloog_int_abs(c, a);
        cloog_int_abs(d, b);
        cloog_int_set_si(e, 1);
        cloog_int_set_si(f, 0);
        while (cloog_int_is_pos(d)) {
                cloog_int_tdiv_q(tmp, c, d);
                cloog_int_mul(tmp, tmp, f);
                cloog_int_sub(e, e, tmp);
                cloog_int_tdiv_q(tmp, c, d);
                cloog_int_mul(tmp, tmp, d);
                cloog_int_sub(c, c, tmp);
                cloog_int_swap(c, d);
            cloog_int_swap(e, f);
        }
        cloog_int_set(*g, c);
        if (cloog_int_is_zero(a))
                cloog_int_set_si(*x, 0);
        else if (cloog_int_is_pos(a))
                cloog_int_set(*x, e);
        else cloog_int_neg(*x, e);
        if (cloog_int_is_zero(b))
                cloog_int_set_si(*y, 0);
        else {
                cloog_int_mul(tmp, a, *x);
                cloog_int_sub(tmp, c, tmp);
                cloog_int_divexact(*y, tmp, b);
        }
        cloog_int_clear(c);
        cloog_int_clear(d);
        cloog_int_clear(e);
        cloog_int_clear(f);
        cloog_int_clear(tmp);
}

/* Construct a CloogStride from the given constraint for the given level,
 * if possible.
 * We first compute the gcd of the coefficients of the existentially
 * quantified variables and then remove any common factors it has
 * with the coefficient at the given level.
 * The result is the value of the stride and if it is not one,
 * the it is possible to construct a CloogStride.
 * The constraint leading to the stride is stored in the CloogStride
 * as well a value (factor) such that the product of this value
 * and the coefficient at the given level is equal to -1 modulo the stride.
 */
static CloogStride *construct_stride(isl_constraint *c, int level)
{
        int i, n, sign;
        isl_int v, m, gcd, stride, factor;
        CloogStride *s;

        if (!c)
                return NULL;

        isl_int_init(v);
        isl_int_init(m);
        isl_int_init(gcd);
        isl_int_init(factor);
        isl_int_init(stride);

        isl_constraint_get_coefficient(c, isl_dim_set, level - 1, &v);
        sign = isl_int_sgn(v);
        isl_int_abs(m, v);

        isl_int_set_si(gcd, 0);
        n = isl_constraint_dim(c, isl_dim_div);
        for (i = 0; i < n; ++i) {
                isl_constraint_get_coefficient(c, isl_dim_div, i, &v);
                isl_int_gcd(gcd, gcd, v);
        }

        isl_int_gcd(v, m, gcd);
        isl_int_divexact(stride, gcd, v);

        if (isl_int_is_zero(stride) || isl_int_is_one(stride))
                s = NULL;
        else {
                Euclid(m, stride, &factor, &v, &gcd);
                if (sign > 0)
                        isl_int_neg(factor, factor);

                c = isl_constraint_copy(c);
                s = cloog_stride_alloc_from_constraint(stride,
                            cloog_constraint_from_isl_constraint(c), factor);
        }

        isl_int_clear(stride);
        isl_int_clear(factor);
        isl_int_clear(gcd);
        isl_int_clear(m);
        isl_int_clear(v);

        return s;
}

struct cloog_isl_find_stride_data {
        int level;
        CloogStride *stride;
};

/* Check if the given constraint can be used to derive
 * a stride on the iterator identified by data->level.
 * We first check that there are some existentially quantified variables
 * and that the coefficient at data->level is non-zero.
 * Then we call construct_stride for further checks and the actual
 * construction of the CloogStride.
 */
static int find_stride(__isl_take isl_constraint *c, void *user)
{
        struct cloog_isl_find_stride_data *data;
        int n;
        isl_int v;

        data = (struct cloog_isl_find_stride_data *)user;

        if (data->stride) {
                isl_constraint_free(c);
                return 0;
        }

        n = isl_constraint_dim(c, isl_dim_div);
        if (n == 0) {
                isl_constraint_free(c);
                return 0;
        }

        isl_int_init(v);

        isl_constraint_get_coefficient(c, isl_dim_set, data->level - 1, &v);
        if (!isl_int_is_zero(v))
                data->stride = construct_stride(c, data->level);

        isl_int_clear(v);

        isl_constraint_free(c);

        return 0;
}

/* Check if the given list of domains has a common stride on the given level.
 * If so, return a pointer to a CloogStride object.  If not, return NULL.
 *
 * We project out all later variables, take the union and compute
 * the affine hull of the union.  Then we check the (equality)
 * constraints in this affine hull for imposing a stride.
 */
CloogStride *cloog_domain_list_stride(CloogDomainList *list, int level)
{
        struct cloog_isl_find_stride_data data = { level, NULL };
        isl_set *set;
        isl_basic_set *aff;
        int first = level;
        int n;
        int r;

        n = isl_set_dim(&list->domain->set, isl_dim_set) - first;
        set = isl_set_project_out(isl_set_copy(&list->domain->set),
                                        isl_dim_set, first, n);

        for (list = list->next; list; list = list->next) {
                isl_set *set_i;
                n = isl_set_dim(&list->domain->set, isl_dim_set) - first;
                set_i = isl_set_project_out(isl_set_copy(&list->domain->set),
                                                isl_dim_set, first, n);
                set = isl_set_union(set, set_i);
        }
        aff = isl_set_affine_hull(set);

        r = isl_basic_set_foreach_constraint(aff, &find_stride, &data);
        assert(r == 0);

        isl_basic_set_free(aff);

        return data.stride;
}