isl_flow.c

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/*
 * Copyright 2005-2007 Universiteit Leiden
 * Copyright 2008-2009 Katholieke Universiteit Leuven
 * Copyright 2010      INRIA Saclay
 * Copyright 2012      Universiteit Leiden
 * Copyright 2014      Ecole Normale Superieure
 *
 * Use of this software is governed by the MIT license
 *
 * Written by Sven Verdoolaege, Leiden Institute of Advanced Computer Science,
 * Universiteit Leiden, Niels Bohrweg 1, 2333 CA Leiden, The Netherlands
 * and K.U.Leuven, Departement Computerwetenschappen, Celestijnenlaan 200A,
 * B-3001 Leuven, Belgium
 * and INRIA Saclay - Ile-de-France, Parc Club Orsay Universite,
 * ZAC des vignes, 4 rue Jacques Monod, 91893 Orsay, France 
 * and Ecole Normale Superieure, 45 rue d'Ulm, 75230 Paris, France
 */
 
#include <isl/val.h>
#include <isl/space.h>
#include <isl/set.h>
#include <isl/map.h>
#include <isl/union_set.h>
#include <isl/union_map.h>
#include <isl/flow.h>
#include <isl/schedule_node.h>
#include <isl_sort.h>
#include <isl/stream.h>
 
enum isl_restriction_type {
  isl_restriction_type_empty,
  isl_restriction_type_none,
  isl_restriction_type_input,
  isl_restriction_type_output
};
 
struct isl_restriction {
  enum isl_restriction_type type;
 
  isl_set *source;
  isl_set *sink;
};
 
/* Create a restriction of the given type.
 */
static __isl_give isl_restriction *isl_restriction_alloc(
  __isl_take isl_map *source_map, enum isl_restriction_type type)
{
  isl_ctx *ctx;
  isl_restriction *restr;
 
  if (!source_map)
    return NULL;
 
  ctx = isl_map_get_ctx(source_map);
  restr = isl_calloc_type(ctx, struct isl_restriction);
  if (!restr)
    goto error;
 
  restr->type = type;
 
  isl_map_free(source_map);
  return restr;
error:
  isl_map_free(source_map);
  return NULL;
}
 
/* Create a restriction that doesn't restrict anything.
 */
__isl_give isl_restriction *isl_restriction_none(__isl_take isl_map *source_map)
{
  return isl_restriction_alloc(source_map, isl_restriction_type_none);
}
 
/* Create a restriction that removes everything.
 */
__isl_give isl_restriction *isl_restriction_empty(
  __isl_take isl_map *source_map)
{
  return isl_restriction_alloc(source_map, isl_restriction_type_empty);
}
 
/* Create a restriction on the input of the maximization problem
 * based on the given source and sink restrictions.
 */
__isl_give isl_restriction *isl_restriction_input(
  __isl_take isl_set *source_restr, __isl_take isl_set *sink_restr)
{
  isl_ctx *ctx;
  isl_restriction *restr;
 
  if (!source_restr || !sink_restr)
    goto error;
 
  ctx = isl_set_get_ctx(source_restr);
  restr = isl_calloc_type(ctx, struct isl_restriction);
  if (!restr)
    goto error;
 
  restr->type = isl_restriction_type_input;
  restr->source = source_restr;
  restr->sink = sink_restr;
 
  return restr;
error:
  isl_set_free(source_restr);
  isl_set_free(sink_restr);
  return NULL;
}
 
/* Create a restriction on the output of the maximization problem
 * based on the given source restriction.
 */
__isl_give isl_restriction *isl_restriction_output(
  __isl_take isl_set *source_restr)
{
  isl_ctx *ctx;
  isl_restriction *restr;
 
  if (!source_restr)
    return NULL;
 
  ctx = isl_set_get_ctx(source_restr);
  restr = isl_calloc_type(ctx, struct isl_restriction);
  if (!restr)
    goto error;
 
  restr->type = isl_restriction_type_output;
  restr->source = source_restr;
 
  return restr;
error:
  isl_set_free(source_restr);
  return NULL;
}
 
__isl_null isl_restriction *isl_restriction_free(
  __isl_take isl_restriction *restr)
{
  if (!restr)
    return NULL;
 
  isl_set_free(restr->source);
  isl_set_free(restr->sink);
  free(restr);
  return NULL;
}
 
isl_ctx *isl_restriction_get_ctx(__isl_keep isl_restriction *restr)
{
  return restr ? isl_set_get_ctx(restr->source) : NULL;
}
 
/* A private structure to keep track of a mapping together with
 * a user-specified identifier and a boolean indicating whether
 * the map represents a must or may access/dependence.
 */
struct isl_labeled_map {
  struct isl_map  *map;
  void    *data;
  int   must;
};
 
typedef isl_bool (*isl_access_coscheduled)(void *first, void *second);
 
/* A structure containing the input for dependence analysis:
 * - a sink
 * - n_must + n_may (<= max_source) sources
 * - a function for determining the relative order of sources and sink
 * - an optional function "coscheduled" for determining whether sources
 *   may be coscheduled.  If "coscheduled" is NULL, then the sources
 *   are assumed not to be coscheduled.
 * The must sources are placed before the may sources.
 *
 * domain_map is an auxiliary map that maps the sink access relation
 * to the domain of this access relation.
 * This field is only needed when restrict_fn is set and
 * the field itself is set by isl_access_info_compute_flow.
 *
 * restrict_fn is a callback that (if not NULL) will be called
 * right before any lexicographical maximization.
 */
struct isl_access_info {
  isl_map       *domain_map;
  struct isl_labeled_map    sink;
  isl_access_level_before   level_before;
  isl_access_coscheduled    coscheduled;
 
  isl_access_restrict   restrict_fn;
  void        *restrict_user;
 
  int           max_source;
  int           n_must;
  int           n_may;
  struct isl_labeled_map    source[1];
};
 
/* A structure containing the output of dependence analysis:
 * - n_source dependences
 * - a wrapped subset of the sink for which definitely no source could be found
 * - a wrapped subset of the sink for which possibly no source could be found
 */
struct isl_flow {
  isl_set     *must_no_source;
  isl_set     *may_no_source;
  int     n_source;
  struct isl_labeled_map  *dep;
};
 
/* Construct an isl_access_info structure and fill it up with
 * the given data.  The number of sources is set to 0.
 */
__isl_give isl_access_info *isl_access_info_alloc(__isl_take isl_map *sink,
  void *sink_user, isl_access_level_before fn, int max_source)
{
  isl_ctx *ctx;
  struct isl_access_info *acc;
 
  if (!sink)
    return NULL;
 
  ctx = isl_map_get_ctx(sink);
  isl_assert(ctx, max_source >= 0, goto error);
 
  acc = isl_calloc(ctx, struct isl_access_info,
      sizeof(struct isl_access_info) +
      (max_source - 1) * sizeof(struct isl_labeled_map));
  if (!acc)
    goto error;
 
  acc->sink.map = sink;
  acc->sink.data = sink_user;
  acc->level_before = fn;
  acc->max_source = max_source;
  acc->n_must = 0;
  acc->n_may = 0;
 
  return acc;
error:
  isl_map_free(sink);
  return NULL;
}
 
/* Free the given isl_access_info structure.
 */
__isl_null isl_access_info *isl_access_info_free(
  __isl_take isl_access_info *acc)
{
  int i;
 
  if (!acc)
    return NULL;
  isl_map_free(acc->domain_map);
  isl_map_free(acc->sink.map);
  for (i = 0; i < acc->n_must + acc->n_may; ++i)
    isl_map_free(acc->source[i].map);
  free(acc);
  return NULL;
}
 
isl_ctx *isl_access_info_get_ctx(__isl_keep isl_access_info *acc)
{
  return acc ? isl_map_get_ctx(acc->sink.map) : NULL;
}
 
__isl_give isl_access_info *isl_access_info_set_restrict(
  __isl_take isl_access_info *acc, isl_access_restrict fn, void *user)
{
  if (!acc)
    return NULL;
  acc->restrict_fn = fn;
  acc->restrict_user = user;
  return acc;
}
 
/* Add another source to an isl_access_info structure, making
 * sure the "must" sources are placed before the "may" sources.
 * This function may be called at most max_source times on a
 * given isl_access_info structure, with max_source as specified
 * in the call to isl_access_info_alloc that constructed the structure.
 */
__isl_give isl_access_info *isl_access_info_add_source(
  __isl_take isl_access_info *acc, __isl_take isl_map *source,
  int must, void *source_user)
{
  isl_ctx *ctx;
 
  if (!acc)
    goto error;
  ctx = isl_map_get_ctx(acc->sink.map);
  isl_assert(ctx, acc->n_must + acc->n_may < acc->max_source, goto error);
  
  if (must) {
    if (acc->n_may)
      acc->source[acc->n_must + acc->n_may] =
        acc->source[acc->n_must];
    acc->source[acc->n_must].map = source;
    acc->source[acc->n_must].data = source_user;
    acc->source[acc->n_must].must = 1;
    acc->n_must++;
  } else {
    acc->source[acc->n_must + acc->n_may].map = source;
    acc->source[acc->n_must + acc->n_may].data = source_user;
    acc->source[acc->n_must + acc->n_may].must = 0;
    acc->n_may++;
  }
 
  return acc;
error:
  isl_map_free(source);
  isl_access_info_free(acc);
  return NULL;
}
 
/* A helper struct carrying the isl_access_info and an error condition.
 */
struct access_sort_info {
  isl_access_info *access_info;
  int error;
};
 
/* Return -n, 0 or n (with n a positive value), depending on whether
 * the source access identified by p1 should be sorted before, together
 * or after that identified by p2.
 *
 * If p1 appears before p2, then it should be sorted first.
 * For more generic initial schedules, it is possible that neither
 * p1 nor p2 appears before the other, or at least not in any obvious way.
 * We therefore also check if p2 appears before p1, in which case p2
 * should be sorted first.
 * If not, we try to order the two statements based on the description
 * of the iteration domains.  This results in an arbitrary, but fairly
 * stable ordering.
 *
 * In case of an error, sort_info.error is set to true and all elements are
 * reported to be equal.
 */
static int access_sort_cmp(const void *p1, const void *p2, void *user)
{
  struct access_sort_info *sort_info = user;
  isl_access_info *acc = sort_info->access_info;
 
  if (sort_info->error)
    return 0;
 
  const struct isl_labeled_map *i1, *i2;
  int level1, level2;
  uint32_t h1, h2;
  i1 = (const struct isl_labeled_map *) p1;
  i2 = (const struct isl_labeled_map *) p2;
 
  level1 = acc->level_before(i1->data, i2->data);
  if (level1 < 0)
    goto error;
  if (level1 % 2)
    return -1;
 
  level2 = acc->level_before(i2->data, i1->data);
  if (level2 < 0)
    goto error;
  if (level2 % 2)
    return 1;
 
  h1 = isl_map_get_hash(i1->map);
  h2 = isl_map_get_hash(i2->map);
  return h1 > h2 ? 1 : h1 < h2 ? -1 : 0;
error:
  sort_info->error = 1;
  return 0;
}
 
/* Sort the must source accesses in their textual order.
 */
static __isl_give isl_access_info *isl_access_info_sort_sources(
  __isl_take isl_access_info *acc)
{
  struct access_sort_info sort_info;
 
  sort_info.access_info = acc;
  sort_info.error = 0;
 
  if (!acc)
    return NULL;
  if (acc->n_must <= 1)
    return acc;
 
  if (isl_sort(acc->source, acc->n_must, sizeof(struct isl_labeled_map),
        access_sort_cmp, &sort_info) < 0)
    return isl_access_info_free(acc);
  if (sort_info.error)
    return isl_access_info_free(acc);
 
  return acc;
}
 
/* Align the parameters of the two spaces if needed and then call
 * isl_space_join.
 */
static __isl_give isl_space *space_align_and_join(__isl_take isl_space *left,
  __isl_take isl_space *right)
{
  isl_bool equal_params;
 
  equal_params = isl_space_has_equal_params(left, right);
  if (equal_params < 0)
    goto error;
  if (equal_params)
    return isl_space_join(left, right);
 
  left = isl_space_align_params(left, isl_space_copy(right));
  right = isl_space_align_params(right, isl_space_copy(left));
  return isl_space_join(left, right);
error:
  isl_space_free(left);
  isl_space_free(right);
  return NULL;
}
 
/* Initialize an empty isl_flow structure corresponding to a given
 * isl_access_info structure.
 * For each must access, two dependences are created (initialized
 * to the empty relation), one for the resulting must dependences
 * and one for the resulting may dependences.  May accesses can
 * only lead to may dependences, so only one dependence is created
 * for each of them.
 * This function is private as isl_flow structures are only supposed
 * to be created by isl_access_info_compute_flow.
 */
static __isl_give isl_flow *isl_flow_alloc(__isl_keep isl_access_info *acc)
{
  int i, n;
  struct isl_ctx *ctx;
  struct isl_flow *dep;
 
  if (!acc)
    return NULL;
 
  ctx = isl_map_get_ctx(acc->sink.map);
  dep = isl_calloc_type(ctx, struct isl_flow);
  if (!dep)
    return NULL;
 
  n = 2 * acc->n_must + acc->n_may;
  dep->dep = isl_calloc_array(ctx, struct isl_labeled_map, n);
  if (n && !dep->dep)
    goto error;
 
  dep->n_source = n;
  for (i = 0; i < acc->n_must; ++i) {
    isl_space *space;
    space = space_align_and_join(
      isl_map_get_space(acc->source[i].map),
      isl_space_reverse(isl_map_get_space(acc->sink.map)));
    dep->dep[2 * i].map = isl_map_empty(space);
    dep->dep[2 * i + 1].map = isl_map_copy(dep->dep[2 * i].map);
    dep->dep[2 * i].data = acc->source[i].data;
    dep->dep[2 * i + 1].data = acc->source[i].data;
    dep->dep[2 * i].must = 1;
    dep->dep[2 * i + 1].must = 0;
    if (!dep->dep[2 * i].map || !dep->dep[2 * i + 1].map)
      goto error;
  }
  for (i = acc->n_must; i < acc->n_must + acc->n_may; ++i) {
    isl_space *space;
    space = space_align_and_join(
      isl_map_get_space(acc->source[i].map),
      isl_space_reverse(isl_map_get_space(acc->sink.map)));
    dep->dep[acc->n_must + i].map = isl_map_empty(space);
    dep->dep[acc->n_must + i].data = acc->source[i].data;
    dep->dep[acc->n_must + i].must = 0;
    if (!dep->dep[acc->n_must + i].map)
      goto error;
  }
 
  return dep;
error:
  isl_flow_free(dep);
  return NULL;
}
 
/* Iterate over all sources and for each resulting flow dependence
 * that is not empty, call the user specfied function.
 * The second argument in this function call identifies the source,
 * while the third argument correspond to the final argument of
 * the isl_flow_foreach call.
 */
isl_stat isl_flow_foreach(__isl_keep isl_flow *deps,
  isl_stat (*fn)(__isl_take isl_map *dep, int must, void *dep_user,
    void *user),
  void *user)
{
  int i;
 
  if (!deps)
    return isl_stat_error;
 
  for (i = 0; i < deps->n_source; ++i) {
    if (isl_map_plain_is_empty(deps->dep[i].map))
      continue;
    if (fn(isl_map_copy(deps->dep[i].map), deps->dep[i].must,
        deps->dep[i].data, user) < 0)
      return isl_stat_error;
  }
 
  return isl_stat_ok;
}
 
/* Return a copy of the subset of the sink for which no source could be found.
 */
__isl_give isl_map *isl_flow_get_no_source(__isl_keep isl_flow *deps, int must)
{
  if (!deps)
    return NULL;
  
  if (must)
    return isl_set_unwrap(isl_set_copy(deps->must_no_source));
  else
    return isl_set_unwrap(isl_set_copy(deps->may_no_source));
}
 
__isl_null isl_flow *isl_flow_free(__isl_take isl_flow *deps)
{
  int i;
 
  if (!deps)
    return NULL;
  isl_set_free(deps->must_no_source);
  isl_set_free(deps->may_no_source);
  if (deps->dep) {
    for (i = 0; i < deps->n_source; ++i)
      isl_map_free(deps->dep[i].map);
    free(deps->dep);
  }
  free(deps);
 
  return NULL;
}
 
isl_ctx *isl_flow_get_ctx(__isl_keep isl_flow *deps)
{
  return deps ? isl_set_get_ctx(deps->must_no_source) : NULL;
}
 
/* Return a map that enforces that the domain iteration occurs after
 * the range iteration at the given level.
 * If level is odd, then the domain iteration should occur after
 * the target iteration in their shared level/2 outermost loops.
 * In this case we simply need to enforce that these outermost
 * loop iterations are the same.
 * If level is even, then the loop iterator of the domain should
 * be greater than the loop iterator of the range at the last
 * of the level/2 shared loops, i.e., loop level/2 - 1.
 */
static __isl_give isl_map *after_at_level(__isl_take isl_space *space,
  int level)
{
  struct isl_basic_map *bmap;
 
  if (level % 2)
    bmap = isl_basic_map_equal(space, level/2);
  else
    bmap = isl_basic_map_more_at(space, level/2 - 1);
 
  return isl_map_from_basic_map(bmap);
}
 
/* Compute the partial lexicographic maximum of "dep" on domain "sink",
 * but first check if the user has set acc->restrict_fn and if so
 * update either the input or the output of the maximization problem
 * with respect to the resulting restriction.
 *
 * Since the user expects a mapping from sink iterations to source iterations,
 * whereas the domain of "dep" is a wrapped map, mapping sink iterations
 * to accessed array elements, we first need to project out the accessed
 * sink array elements by applying acc->domain_map.
 * Similarly, the sink restriction specified by the user needs to be
 * converted back to the wrapped map.
 */
static __isl_give isl_map *restricted_partial_lexmax(
  __isl_keep isl_access_info *acc, __isl_take isl_map *dep,
  int source, __isl_take isl_set *sink, __isl_give isl_set **empty)
{
  isl_map *source_map;
  isl_restriction *restr;
  isl_set *sink_domain;
  isl_set *sink_restr;
  isl_map *res;
 
  if (!acc->restrict_fn)
    return isl_map_partial_lexmax(dep, sink, empty);
 
  source_map = isl_map_copy(dep);
  source_map = isl_map_apply_domain(source_map,
              isl_map_copy(acc->domain_map));
  sink_domain = isl_set_copy(sink);
  sink_domain = isl_set_apply(sink_domain, isl_map_copy(acc->domain_map));
  restr = acc->restrict_fn(source_map, sink_domain,
        acc->source[source].data, acc->restrict_user);
  isl_set_free(sink_domain);
  isl_map_free(source_map);
 
  if (!restr)
    goto error;
  if (restr->type == isl_restriction_type_input) {
    dep = isl_map_intersect_range(dep, isl_set_copy(restr->source));
    sink_restr = isl_set_copy(restr->sink);
    sink_restr = isl_set_apply(sink_restr,
        isl_map_reverse(isl_map_copy(acc->domain_map)));
    sink = isl_set_intersect(sink, sink_restr);
  } else if (restr->type == isl_restriction_type_empty) {
    isl_space *space = isl_map_get_space(dep);
    isl_map_free(dep);
    dep = isl_map_empty(space);
  }
 
  res = isl_map_partial_lexmax(dep, sink, empty);
 
  if (restr->type == isl_restriction_type_output)
    res = isl_map_intersect_range(res, isl_set_copy(restr->source));
 
  isl_restriction_free(restr);
  return res;
error:
  isl_map_free(dep);
  isl_set_free(sink);
  *empty = NULL;
  return NULL;
}
 
/* Compute the last iteration of must source j that precedes the sink
 * at the given level for sink iterations in set_C.
 * The subset of set_C for which no such iteration can be found is returned
 * in *empty.
 */
static struct isl_map *last_source(struct isl_access_info *acc, 
            struct isl_set *set_C,
            int j, int level, struct isl_set **empty)
{
  struct isl_map *read_map;
  struct isl_map *write_map;
  struct isl_map *dep_map;
  struct isl_map *after;
  struct isl_map *result;
 
  read_map = isl_map_copy(acc->sink.map);
  write_map = isl_map_copy(acc->source[j].map);
  write_map = isl_map_reverse(write_map);
  dep_map = isl_map_apply_range(read_map, write_map);
  after = after_at_level(isl_map_get_space(dep_map), level);
  dep_map = isl_map_intersect(dep_map, after);
  result = restricted_partial_lexmax(acc, dep_map, j, set_C, empty);
  result = isl_map_reverse(result);
 
  return result;
}
 
/* For a given mapping between iterations of must source j and iterations
 * of the sink, compute the last iteration of must source k preceding
 * the sink at level before_level for any of the sink iterations,
 * but following the corresponding iteration of must source j at level
 * after_level.
 */
static struct isl_map *last_later_source(struct isl_access_info *acc,
           struct isl_map *old_map,
           int j, int before_level,
           int k, int after_level,
           struct isl_set **empty)
{
  isl_space *space;
  struct isl_set *set_C;
  struct isl_map *read_map;
  struct isl_map *write_map;
  struct isl_map *dep_map;
  struct isl_map *after_write;
  struct isl_map *before_read;
  struct isl_map *result;
 
  set_C = isl_map_range(isl_map_copy(old_map));
  read_map = isl_map_copy(acc->sink.map);
  write_map = isl_map_copy(acc->source[k].map);
 
  write_map = isl_map_reverse(write_map);
  dep_map = isl_map_apply_range(read_map, write_map);
  space = space_align_and_join(isl_map_get_space(acc->source[k].map),
        isl_space_reverse(isl_map_get_space(acc->source[j].map)));
  after_write = after_at_level(space, after_level);
  after_write = isl_map_apply_range(after_write, old_map);
  after_write = isl_map_reverse(after_write);
  dep_map = isl_map_intersect(dep_map, after_write);
  before_read = after_at_level(isl_map_get_space(dep_map), before_level);
  dep_map = isl_map_intersect(dep_map, before_read);
  result = restricted_partial_lexmax(acc, dep_map, k, set_C, empty);
  result = isl_map_reverse(result);
 
  return result;
}
 
/* Given a shared_level between two accesses, return 1 if the
 * the first can precede the second at the requested target_level.
 * If the target level is odd, i.e., refers to a statement level
 * dimension, then first needs to precede second at the requested
 * level, i.e., shared_level must be equal to target_level.
 * If the target level is odd, then the two loops should share
 * at least the requested number of outer loops.
 */
static int can_precede_at_level(int shared_level, int target_level)
{
  if (shared_level < target_level)
    return 0;
  if ((target_level % 2) && shared_level > target_level)
    return 0;
  return 1;
}
 
/* Given a possible flow dependence temp_rel[j] between source j and the sink
 * at level sink_level, remove those elements for which
 * there is an iteration of another source k < j that is closer to the sink.
 * The flow dependences temp_rel[k] are updated with the improved sources.
 * Any improved source needs to precede the sink at the same level
 * and needs to follow source j at the same or a deeper level.
 * The lower this level, the later the execution date of source k.
 * We therefore consider lower levels first.
 *
 * If temp_rel[j] is empty, then there can be no improvement and
 * we return immediately.
 *
 * This function returns isl_stat_ok in case it was executed successfully and
 * isl_stat_error in case of errors during the execution of this function.
 */
static isl_stat intermediate_sources(__isl_keep isl_access_info *acc,
  struct isl_map **temp_rel, int j, int sink_level)
{
  int k, level;
  isl_size n_in = isl_map_dim(acc->source[j].map, isl_dim_in);
  int depth = 2 * n_in + 1;
 
  if (n_in < 0)
    return isl_stat_error;
  if (isl_map_plain_is_empty(temp_rel[j]))
    return isl_stat_ok;
 
  for (k = j - 1; k >= 0; --k) {
    int plevel, plevel2;
    plevel = acc->level_before(acc->source[k].data, acc->sink.data);
    if (plevel < 0)
      return isl_stat_error;
    if (!can_precede_at_level(plevel, sink_level))
      continue;
 
    plevel2 = acc->level_before(acc->source[j].data,
            acc->source[k].data);
    if (plevel2 < 0)
      return isl_stat_error;
 
    for (level = sink_level; level <= depth; ++level) {
      struct isl_map *T;
      struct isl_set *trest;
      struct isl_map *copy;
 
      if (!can_precede_at_level(plevel2, level))
        continue;
 
      copy = isl_map_copy(temp_rel[j]);
      T = last_later_source(acc, copy, j, sink_level, k,
                level, &trest);
      if (isl_map_plain_is_empty(T)) {
        isl_set_free(trest);
        isl_map_free(T);
        continue;
      }
      temp_rel[j] = isl_map_intersect_range(temp_rel[j], trest);
      temp_rel[k] = isl_map_union_disjoint(temp_rel[k], T);
    }
  }
 
  return isl_stat_ok;
}
 
/* Compute all iterations of may source j that precedes the sink at the given
 * level for sink iterations in set_C.
 */
static __isl_give isl_map *all_sources(__isl_keep isl_access_info *acc,
            __isl_take isl_set *set_C, int j, int level)
{
  isl_map *read_map;
  isl_map *write_map;
  isl_map *dep_map;
  isl_map *after;
 
  read_map = isl_map_copy(acc->sink.map);
  read_map = isl_map_intersect_domain(read_map, set_C);
  write_map = isl_map_copy(acc->source[acc->n_must + j].map);
  write_map = isl_map_reverse(write_map);
  dep_map = isl_map_apply_range(read_map, write_map);
  after = after_at_level(isl_map_get_space(dep_map), level);
  dep_map = isl_map_intersect(dep_map, after);
 
  return isl_map_reverse(dep_map);
}
 
/* For a given mapping between iterations of must source k and iterations
 * of the sink, compute all iterations of may source j preceding
 * the sink at level before_level for any of the sink iterations,
 * but following the corresponding iteration of must source k at level
 * after_level.
 */
static __isl_give isl_map *all_later_sources(__isl_keep isl_access_info *acc,
  __isl_take isl_map *old_map,
  int j, int before_level, int k, int after_level)
{
  isl_space *space;
  isl_set *set_C;
  isl_map *read_map;
  isl_map *write_map;
  isl_map *dep_map;
  isl_map *after_write;
  isl_map *before_read;
 
  set_C = isl_map_range(isl_map_copy(old_map));
  read_map = isl_map_copy(acc->sink.map);
  read_map = isl_map_intersect_domain(read_map, set_C);
  write_map = isl_map_copy(acc->source[acc->n_must + j].map);
 
  write_map = isl_map_reverse(write_map);
  dep_map = isl_map_apply_range(read_map, write_map);
  space = isl_space_join(isl_map_get_space(
        acc->source[acc->n_must + j].map),
        isl_space_reverse(isl_map_get_space(acc->source[k].map)));
  after_write = after_at_level(space, after_level);
  after_write = isl_map_apply_range(after_write, old_map);
  after_write = isl_map_reverse(after_write);
  dep_map = isl_map_intersect(dep_map, after_write);
  before_read = after_at_level(isl_map_get_space(dep_map), before_level);
  dep_map = isl_map_intersect(dep_map, before_read);
  return isl_map_reverse(dep_map);
}
 
/* Given the must and may dependence relations for the must accesses
 * for level sink_level, check if there are any accesses of may access j
 * that occur in between and return their union.
 * If some of these accesses are intermediate with respect to
 * (previously thought to be) must dependences, then these
 * must dependences are turned into may dependences.
 */
static __isl_give isl_map *all_intermediate_sources(
  __isl_keep isl_access_info *acc, __isl_take isl_map *map,
  struct isl_map **must_rel, struct isl_map **may_rel,
  int j, int sink_level)
{
  int k, level;
  isl_size n_in = isl_map_dim(acc->source[acc->n_must + j].map,
            isl_dim_in);
  int depth = 2 * n_in + 1;
 
  if (n_in < 0)
    return isl_map_free(map);
  for (k = 0; k < acc->n_must; ++k) {
    int plevel;
 
    if (isl_map_plain_is_empty(may_rel[k]) &&
        isl_map_plain_is_empty(must_rel[k]))
      continue;
 
    plevel = acc->level_before(acc->source[k].data,
          acc->source[acc->n_must + j].data);
    if (plevel < 0)
      return isl_map_free(map);
 
    for (level = sink_level; level <= depth; ++level) {
      isl_map *T;
      isl_map *copy;
      isl_set *ran;
 
      if (!can_precede_at_level(plevel, level))
        continue;
 
      copy = isl_map_copy(may_rel[k]);
      T = all_later_sources(acc, copy, j, sink_level, k, level);
      map = isl_map_union(map, T);
 
      copy = isl_map_copy(must_rel[k]);
      T = all_later_sources(acc, copy, j, sink_level, k, level);
      ran = isl_map_range(isl_map_copy(T));
      map = isl_map_union(map, T);
      may_rel[k] = isl_map_union_disjoint(may_rel[k],
          isl_map_intersect_range(isl_map_copy(must_rel[k]),
                isl_set_copy(ran)));
      T = isl_map_from_domain_and_range(
          isl_set_universe(
        isl_space_domain(isl_map_get_space(must_rel[k]))),
          ran);
      must_rel[k] = isl_map_subtract(must_rel[k], T);
    }
  }
 
  return map;
}
 
/* Given a dependence relation "old_map" between a must-source and the sink,
 * return a subset of the dependences, augmented with instances
 * of the source at position "pos" in "acc" that are coscheduled
 * with the must-source and that access the same element.
 * That is, if the input lives in a space T -> K, then the output
 * lives in the space [T -> S] -> K, with S the space of source "pos", and
 * the domain factor of the domain product is a subset of the input.
 * The sources are considered to be coscheduled if they have the same values
 * for the initial "depth" coordinates.
 *
 * First construct a dependence relation S -> K and a mapping
 * between coscheduled sources T -> S.
 * The second is combined with the original dependence relation T -> K
 * to form a relation in T -> [S -> K], which is subsequently
 * uncurried to [T -> S] -> K.
 * This result is then intersected with the dependence relation S -> K
 * to form the output.
 *
 * In case a negative depth is given, NULL is returned to indicate an error.
 */
static __isl_give isl_map *coscheduled_source(__isl_keep isl_access_info *acc,
  __isl_keep isl_map *old_map, int pos, int depth)
{
  isl_space *space;
  isl_set *set_C;
  isl_map *read_map;
  isl_map *write_map;
  isl_map *dep_map;
  isl_map *equal;
  isl_map *map;
 
  if (depth < 0)
    return NULL;
 
  set_C = isl_map_range(isl_map_copy(old_map));
  read_map = isl_map_copy(acc->sink.map);
  read_map = isl_map_intersect_domain(read_map, set_C);
  write_map = isl_map_copy(acc->source[pos].map);
  dep_map = isl_map_domain_product(write_map, read_map);
  dep_map = isl_set_unwrap(isl_map_domain(dep_map));
  space = isl_space_join(isl_map_get_space(old_map),
        isl_space_reverse(isl_map_get_space(dep_map)));
  equal = isl_map_from_basic_map(isl_basic_map_equal(space, depth));
  map = isl_map_range_product(equal, isl_map_copy(old_map));
  map = isl_map_uncurry(map);
  map = isl_map_intersect_domain_factor_range(map, dep_map);
 
  return map;
}
 
/* After the dependences derived from a must-source have been computed
 * at a certain level, check if any of the sources of the must-dependences
 * may be coscheduled with other sources.
 * If they are any such sources, then there is no way of determining
 * which of the sources actually comes last and the must-dependences
 * need to be turned into may-dependences, while dependences from
 * the other sources need to be added to the may-dependences as well.
 * "acc" describes the sources and a callback for checking whether
 * two sources may be coscheduled.  If acc->coscheduled is NULL then
 * the sources are assumed not to be coscheduled.
 * "must_rel" and "may_rel" describe the must and may-dependence relations
 * computed at the current level for the must-sources.  Some of the dependences
 * may be moved from "must_rel" to "may_rel".
 * "flow" contains all dependences computed so far (apart from those
 * in "must_rel" and "may_rel") and may be updated with additional
 * dependences derived from may-sources.
 *
 * In particular, consider all the must-sources with a non-empty
 * dependence relation in "must_rel".  They are considered in reverse
 * order because that is the order in which they are considered in the caller.
 * If any of the must-sources are coscheduled, then the last one
 * is the one that will have a corresponding dependence relation.
 * For each must-source i, consider both all the previous must-sources
 * and all the may-sources.  If any of those may be coscheduled with
 * must-source i, then compute the coscheduled instances that access
 * the same memory elements.  The result is a relation [T -> S] -> K.
 * The projection onto T -> K is a subset of the must-dependence relation
 * that needs to be turned into may-dependences.
 * The projection onto S -> K needs to be added to the may-dependences
 * of source S.
 * Since a given must-source instance may be coscheduled with several
 * other source instances, the dependences that need to be turned
 * into may-dependences are first collected and only actually removed
 * from the must-dependences after all other sources have been considered.
 */
static __isl_give isl_flow *handle_coscheduled(__isl_keep isl_access_info *acc,
  __isl_keep isl_map **must_rel, __isl_keep isl_map **may_rel,
  __isl_take isl_flow *flow)
{
  int i, j;
 
  if (!acc->coscheduled)
    return flow;
  for (i = acc->n_must - 1; i >= 0; --i) {
    isl_map *move;
 
    if (isl_map_plain_is_empty(must_rel[i]))
      continue;
    move = isl_map_empty(isl_map_get_space(must_rel[i]));
    for (j = i - 1; j >= 0; --j) {
      int depth;
      isl_bool coscheduled;
      isl_map *map, *factor;
 
      coscheduled = acc->coscheduled(acc->source[i].data,
              acc->source[j].data);
      if (coscheduled < 0) {
        isl_map_free(move);
        return isl_flow_free(flow);
      }
      if (!coscheduled)
        continue;
      depth = acc->level_before(acc->source[i].data,
            acc->source[j].data) / 2;
      map = coscheduled_source(acc, must_rel[i], j, depth);
      factor = isl_map_domain_factor_range(isl_map_copy(map));
      may_rel[j] = isl_map_union(may_rel[j], factor);
      map = isl_map_domain_factor_domain(map);
      move = isl_map_union(move, map);
    }
    for (j = 0; j < acc->n_may; ++j) {
      int depth, pos;
      isl_bool coscheduled;
      isl_map *map, *factor;
 
      pos = acc->n_must + j;
      coscheduled = acc->coscheduled(acc->source[i].data,
              acc->source[pos].data);
      if (coscheduled < 0) {
        isl_map_free(move);
        return isl_flow_free(flow);
      }
      if (!coscheduled)
        continue;
      depth = acc->level_before(acc->source[i].data,
            acc->source[pos].data) / 2;
      map = coscheduled_source(acc, must_rel[i], pos, depth);
      factor = isl_map_domain_factor_range(isl_map_copy(map));
      pos = 2 * acc->n_must + j;
      flow->dep[pos].map = isl_map_union(flow->dep[pos].map,
                  factor);
      map = isl_map_domain_factor_domain(map);
      move = isl_map_union(move, map);
    }
    must_rel[i] = isl_map_subtract(must_rel[i], isl_map_copy(move));
    may_rel[i] = isl_map_union(may_rel[i], move);
  }
 
  return flow;
}
 
/* Compute dependences for the case where all accesses are "may"
 * accesses, which boils down to computing memory based dependences.
 * The generic algorithm would also work in this case, but it would
 * be overkill to use it.
 */
static __isl_give isl_flow *compute_mem_based_dependences(
  __isl_keep isl_access_info *acc)
{
  int i;
  isl_set *mustdo;
  isl_set *maydo;
  isl_flow *res;
 
  res = isl_flow_alloc(acc);
  if (!res)
    return NULL;
 
  mustdo = isl_map_domain(isl_map_copy(acc->sink.map));
  maydo = isl_set_copy(mustdo);
 
  for (i = 0; i < acc->n_may; ++i) {
    int plevel;
    int is_before;
    isl_space *space;
    isl_map *before;
    isl_map *dep;
 
    plevel = acc->level_before(acc->source[i].data, acc->sink.data);
    if (plevel < 0)
      goto error;
 
    is_before = plevel & 1;
    plevel >>= 1;
 
    space = isl_map_get_space(res->dep[i].map);
    if (is_before)
      before = isl_map_lex_le_first(space, plevel);
    else
      before = isl_map_lex_lt_first(space, plevel);
    dep = isl_map_apply_range(isl_map_copy(acc->source[i].map),
      isl_map_reverse(isl_map_copy(acc->sink.map)));
    dep = isl_map_intersect(dep, before);
    mustdo = isl_set_subtract(mustdo,
              isl_map_range(isl_map_copy(dep)));
    res->dep[i].map = isl_map_union(res->dep[i].map, dep);
  }
 
  res->may_no_source = isl_set_subtract(maydo, isl_set_copy(mustdo));
  res->must_no_source = mustdo;
 
  return res;
error:
  isl_set_free(mustdo);
  isl_set_free(maydo);
  isl_flow_free(res);
  return NULL;
}
 
/* Compute dependences for the case where there is at least one
 * "must" access.
 *
 * The core algorithm considers all levels in which a source may precede
 * the sink, where a level may either be a statement level or a loop level.
 * The outermost statement level is 1, the first loop level is 2, etc...
 * The algorithm basically does the following:
 * for all levels l of the read access from innermost to outermost
 *  for all sources w that may precede the sink access at that level
 *      compute the last iteration of the source that precedes the sink access
 *              at that level
 *      add result to possible last accesses at level l of source w
 *      for all sources w2 that we haven't considered yet at this level that may
 *              also precede the sink access
 *    for all levels l2 of w from l to innermost
 *        for all possible last accesses dep of w at l
 *      compute last iteration of w2 between the source and sink
 *                of dep
 *      add result to possible last accesses at level l of write w2
 *      and replace possible last accesses dep by the remainder
 *
 *
 * The above algorithm is applied to the must access.  During the course
 * of the algorithm, we keep track of sink iterations that still
 * need to be considered.  These iterations are split into those that
 * haven't been matched to any source access (mustdo) and those that have only
 * been matched to may accesses (maydo).
 * At the end of each level, must-sources and may-sources that are coscheduled
 * with the sources of the must-dependences at that level are considered.
 * If any coscheduled instances are found, then corresponding may-dependences
 * are added and the original must-dependences are turned into may-dependences.
 * Afterwards, the may accesses that occur after must-dependence sources
 * are considered.
 * In particular, we consider may accesses that precede the remaining
 * sink iterations, moving elements from mustdo to maydo when appropriate,
 * and may accesses that occur between a must source and a sink of any 
 * dependences found at the current level, turning must dependences into
 * may dependences when appropriate.
 * 
 */
static __isl_give isl_flow *compute_val_based_dependences(
  __isl_keep isl_access_info *acc)
{
  isl_ctx *ctx;
  isl_flow *res;
  isl_set *mustdo = NULL;
  isl_set *maydo = NULL;
  int level, j;
  isl_size n_in;
  int depth;
  isl_map **must_rel = NULL;
  isl_map **may_rel = NULL;
 
  if (!acc)
    return NULL;
 
  res = isl_flow_alloc(acc);
  if (!res)
    goto error;
  ctx = isl_map_get_ctx(acc->sink.map);
 
  n_in = isl_map_dim(acc->sink.map, isl_dim_in);
  if (n_in < 0)
    goto error;
  depth = 2 * n_in + 1;
  mustdo = isl_map_domain(isl_map_copy(acc->sink.map));
  maydo = isl_set_empty(isl_set_get_space(mustdo));
  if (!mustdo || !maydo)
    goto error;
  if (isl_set_plain_is_empty(mustdo))
    goto done;
 
  must_rel = isl_calloc_array(ctx, struct isl_map *, acc->n_must);
  may_rel = isl_calloc_array(ctx, struct isl_map *, acc->n_must);
  if (!must_rel || !may_rel)
    goto error;
 
  for (level = depth; level >= 1; --level) {
    for (j = acc->n_must-1; j >=0; --j) {
      isl_space *space;
      space = isl_map_get_space(res->dep[2 * j].map);
      must_rel[j] = isl_map_empty(space);
      may_rel[j] = isl_map_copy(must_rel[j]);
    }
 
    for (j = acc->n_must - 1; j >= 0; --j) {
      struct isl_map *T;
      struct isl_set *rest;
      int plevel;
 
      plevel = acc->level_before(acc->source[j].data,
                 acc->sink.data);
      if (plevel < 0)
        goto error;
      if (!can_precede_at_level(plevel, level))
        continue;
 
      T = last_source(acc, mustdo, j, level, &rest);
      must_rel[j] = isl_map_union_disjoint(must_rel[j], T);
      mustdo = rest;
 
      if (intermediate_sources(acc, must_rel, j, level) < 0)
        goto error;
 
      T = last_source(acc, maydo, j, level, &rest);
      may_rel[j] = isl_map_union_disjoint(may_rel[j], T);
      maydo = rest;
 
      if (intermediate_sources(acc, may_rel, j, level) < 0)
        goto error;
 
      if (isl_set_plain_is_empty(mustdo) &&
          isl_set_plain_is_empty(maydo))
        break;
    }
    for (j = j - 1; j >= 0; --j) {
      int plevel;
 
      plevel = acc->level_before(acc->source[j].data,
                 acc->sink.data);
      if (plevel < 0)
        goto error;
      if (!can_precede_at_level(plevel, level))
        continue;
 
      if (intermediate_sources(acc, must_rel, j, level) < 0)
        goto error;
      if (intermediate_sources(acc, may_rel, j, level) < 0)
        goto error;
    }
 
    res = handle_coscheduled(acc, must_rel, may_rel, res);
    if (!res)
      goto error;
 
    for (j = 0; j < acc->n_may; ++j) {
      int plevel;
      isl_map *T;
      isl_set *ran;
 
      plevel = acc->level_before(acc->source[acc->n_must + j].data,
                 acc->sink.data);
      if (plevel < 0)
        goto error;
      if (!can_precede_at_level(plevel, level))
        continue;
 
      T = all_sources(acc, isl_set_copy(maydo), j, level);
      res->dep[2 * acc->n_must + j].map =
          isl_map_union(res->dep[2 * acc->n_must + j].map, T);
      T = all_sources(acc, isl_set_copy(mustdo), j, level);
      ran = isl_map_range(isl_map_copy(T));
      res->dep[2 * acc->n_must + j].map =
          isl_map_union(res->dep[2 * acc->n_must + j].map, T);
      mustdo = isl_set_subtract(mustdo, isl_set_copy(ran));
      maydo = isl_set_union_disjoint(maydo, ran);
 
      T = res->dep[2 * acc->n_must + j].map;
      T = all_intermediate_sources(acc, T, must_rel, may_rel,
              j, level);
      res->dep[2 * acc->n_must + j].map = T;
    }
 
    for (j = acc->n_must - 1; j >= 0; --j) {
      res->dep[2 * j].map =
        isl_map_union_disjoint(res->dep[2 * j].map,
                   must_rel[j]);
      res->dep[2 * j + 1].map =
        isl_map_union_disjoint(res->dep[2 * j + 1].map,
                   may_rel[j]);
    }
 
    if (isl_set_plain_is_empty(mustdo) &&
        isl_set_plain_is_empty(maydo))
      break;
  }
 
  free(must_rel);
  free(may_rel);
done:
  res->must_no_source = mustdo;
  res->may_no_source = maydo;
  return res;
error:
  if (must_rel)
    for (j = 0; j < acc->n_must; ++j)
      isl_map_free(must_rel[j]);
  if (may_rel)
    for (j = 0; j < acc->n_must; ++j)
      isl_map_free(may_rel[j]);
  isl_flow_free(res);
  isl_set_free(mustdo);
  isl_set_free(maydo);
  free(must_rel);
  free(may_rel);
  return NULL;
}
 
/* Given a "sink" access, a list of n "source" accesses,
 * compute for each iteration of the sink access
 * and for each element accessed by that iteration,
 * the source access in the list that last accessed the
 * element accessed by the sink access before this sink access.
 * Each access is given as a map from the loop iterators
 * to the array indices.
 * The result is a list of n relations between source and sink
 * iterations and a subset of the domain of the sink access,
 * corresponding to those iterations that access an element
 * not previously accessed.
 *
 * To deal with multi-valued sink access relations, the sink iteration
 * domain is first extended with dimensions that correspond to the data
 * space.  However, these extra dimensions are not projected out again.
 * It is up to the caller to decide whether these dimensions should be kept.
 */
static __isl_give isl_flow *access_info_compute_flow_core(
  __isl_take isl_access_info *acc)
{
  struct isl_flow *res = NULL;
 
  if (!acc)
    return NULL;
 
  acc->sink.map = isl_map_range_map(acc->sink.map);
  if (!acc->sink.map)
    goto error;
 
  if (acc->n_must == 0)
    res = compute_mem_based_dependences(acc);
  else {
    acc = isl_access_info_sort_sources(acc);
    res = compute_val_based_dependences(acc);
  }
  acc = isl_access_info_free(acc);
  if (!res)
    return NULL;
  if (!res->must_no_source || !res->may_no_source)
    goto error;
  return res;
error:
  isl_access_info_free(acc);
  isl_flow_free(res);
  return NULL;
}
 
/* Given a "sink" access, a list of n "source" accesses,
 * compute for each iteration of the sink access
 * and for each element accessed by that iteration,
 * the source access in the list that last accessed the
 * element accessed by the sink access before this sink access.
 * Each access is given as a map from the loop iterators
 * to the array indices.
 * The result is a list of n relations between source and sink
 * iterations and a subset of the domain of the sink access,
 * corresponding to those iterations that access an element
 * not previously accessed.
 *
 * To deal with multi-valued sink access relations,
 * access_info_compute_flow_core extends the sink iteration domain
 * with dimensions that correspond to the data space.  These extra dimensions
 * are projected out from the result of access_info_compute_flow_core.
 */
__isl_give isl_flow *isl_access_info_compute_flow(__isl_take isl_access_info *acc)
{
  int j;
  struct isl_flow *res;
 
  if (!acc)
    return NULL;
 
  acc->domain_map = isl_map_domain_map(isl_map_copy(acc->sink.map));
  res = access_info_compute_flow_core(acc);
  if (!res)
    return NULL;
 
  for (j = 0; j < res->n_source; ++j) {
    res->dep[j].map = isl_map_range_factor_domain(res->dep[j].map);
    if (!res->dep[j].map)
      goto error;
  }
 
  return res;
error:
  isl_flow_free(res);
  return NULL;
}
 
 
/* Keep track of some information about a schedule for a given
 * access.  In particular, keep track of which dimensions
 * have a constant value and of the actual constant values.
 */
struct isl_sched_info {
  int *is_cst;
  isl_vec *cst;
};
 
static void sched_info_free(__isl_take struct isl_sched_info *info)
{
  if (!info)
    return;
  isl_vec_free(info->cst);
  free(info->is_cst);
  free(info);
}
 
/* Extract information on the constant dimensions of the schedule
 * for a given access.  The "map" is of the form
 *
 *  [S -> D] -> A
 *
 * with S the schedule domain, D the iteration domain and A the data domain.
 */
static __isl_give struct isl_sched_info *sched_info_alloc(
  __isl_keep isl_map *map)
{
  isl_ctx *ctx;
  isl_space *space;
  struct isl_sched_info *info;
  int i;
  isl_size n;
 
  if (!map)
    return NULL;
 
  space = isl_space_unwrap(isl_space_domain(isl_map_get_space(map)));
  if (!space)
    return NULL;
  n = isl_space_dim(space, isl_dim_in);
  isl_space_free(space);
  if (n < 0)
    return NULL;
 
  ctx = isl_map_get_ctx(map);
  info = isl_alloc_type(ctx, struct isl_sched_info);
  if (!info)
    return NULL;
  info->is_cst = isl_alloc_array(ctx, int, n);
  info->cst = isl_vec_alloc(ctx, n);
  if (n && (!info->is_cst || !info->cst))
    goto error;
 
  for (i = 0; i < n; ++i) {
    isl_val *v;
 
    v = isl_map_plain_get_val_if_fixed(map, isl_dim_in, i);
    if (!v)
      goto error;
    info->is_cst[i] = !isl_val_is_nan(v);
    if (info->is_cst[i])
      info->cst = isl_vec_set_element_val(info->cst, i, v);
    else
      isl_val_free(v);
  }
 
  return info;
error:
  sched_info_free(info);
  return NULL;
}
 
/* The different types of access relations that isl_union_access_info
 * keeps track of.
 
 * "isl_access_sink" represents the sink accesses.
 * "isl_access_must_source" represents the definite source accesses.
 * "isl_access_may_source" represents the possible source accesses.
 * "isl_access_kill" represents the kills.
 *
 * isl_access_sink is sometimes treated differently and
 * should therefore appear first.
 */
enum isl_access_type {
  isl_access_sink,
  isl_access_must_source,
  isl_access_may_source,
  isl_access_kill,
  isl_access_end
};
 
/* This structure represents the input for a dependence analysis computation.
 *
 * "access" contains the access relations.
 *
 * "schedule" or "schedule_map" represents the execution order.
 * Exactly one of these fields should be NULL.  The other field
 * determines the execution order.
 *
 * The domains of these four maps refer to the same iteration spaces(s).
 * The ranges of the first three maps also refer to the same data space(s).
 *
 * After a call to isl_union_access_info_introduce_schedule,
 * the "schedule_map" field no longer contains useful information.
 */
struct isl_union_access_info {
  isl_union_map *access[isl_access_end];
 
  isl_schedule *schedule;
  isl_union_map *schedule_map;
};
 
/* Free "access" and return NULL.
 */
__isl_null isl_union_access_info *isl_union_access_info_free(
  __isl_take isl_union_access_info *access)
{
  enum isl_access_type i;
 
  if (!access)
    return NULL;
 
  for (i = isl_access_sink; i < isl_access_end; ++i)
    isl_union_map_free(access->access[i]);
  isl_schedule_free(access->schedule);
  isl_union_map_free(access->schedule_map);
  free(access);
 
  return NULL;
}
 
/* Return the isl_ctx to which "access" belongs.
 */
isl_ctx *isl_union_access_info_get_ctx(__isl_keep isl_union_access_info *access)
{
  if (!access)
    return NULL;
  return isl_union_map_get_ctx(access->access[isl_access_sink]);
}
 
/* Construct an empty (invalid) isl_union_access_info object.
 * The caller is responsible for setting the sink access relation and
 * initializing all the other fields, e.g., by calling
 * isl_union_access_info_init.
 */
static __isl_give isl_union_access_info *isl_union_access_info_alloc(
  isl_ctx *ctx)
{
  return isl_calloc_type(ctx, isl_union_access_info);
}
 
/* Initialize all the fields of "info", except the sink access relation,
 * which is assumed to have been set by the caller.
 *
 * By default, we use the schedule field of the isl_union_access_info,
 * but this may be overridden by a call
 * to isl_union_access_info_set_schedule_map.
 */
static __isl_give isl_union_access_info *isl_union_access_info_init(
  __isl_take isl_union_access_info *info)
{
  isl_space *space;
  isl_union_map *empty;
  enum isl_access_type i;
 
  if (!info)
    return NULL;
  if (!info->access[isl_access_sink])
    return isl_union_access_info_free(info);
 
  space = isl_union_map_get_space(info->access[isl_access_sink]);
  empty = isl_union_map_empty(isl_space_copy(space));
  for (i = isl_access_sink + 1; i < isl_access_end; ++i)
    if (!info->access[i])
      info->access[i] = isl_union_map_copy(empty);
  isl_union_map_free(empty);
  if (!info->schedule && !info->schedule_map)
    info->schedule = isl_schedule_empty(isl_space_copy(space));
  isl_space_free(space);
 
  for (i = isl_access_sink + 1; i < isl_access_end; ++i)
    if (!info->access[i])
      return isl_union_access_info_free(info);
  if (!info->schedule && !info->schedule_map)
    return isl_union_access_info_free(info);
 
  return info;
}
 
/* Create a new isl_union_access_info with the given sink accesses and
 * and no other accesses or schedule information.
 */
__isl_give isl_union_access_info *isl_union_access_info_from_sink(
  __isl_take isl_union_map *sink)
{
  isl_ctx *ctx;
  isl_union_access_info *access;
 
  if (!sink)
    return NULL;
  ctx = isl_union_map_get_ctx(sink);
  access = isl_union_access_info_alloc(ctx);
  if (!access)
    goto error;
  access->access[isl_access_sink] = sink;
  return isl_union_access_info_init(access);
error:
  isl_union_map_free(sink);
  return NULL;
}
 
/* Replace the access relation of type "type" of "info" by "access".
 */
static __isl_give isl_union_access_info *isl_union_access_info_set(
  __isl_take isl_union_access_info *info,
  enum isl_access_type type, __isl_take isl_union_map *access)
{
  if (!info || !access)
    goto error;
 
  isl_union_map_free(info->access[type]);
  info->access[type] = access;
 
  return info;
error:
  isl_union_access_info_free(info);
  isl_union_map_free(access);
  return NULL;
}
 
/* Replace the definite source accesses of "access" by "must_source".
 */
__isl_give isl_union_access_info *isl_union_access_info_set_must_source(
  __isl_take isl_union_access_info *access,
  __isl_take isl_union_map *must_source)
{
  return isl_union_access_info_set(access, isl_access_must_source,
          must_source);
}
 
/* Replace the possible source accesses of "access" by "may_source".
 */
__isl_give isl_union_access_info *isl_union_access_info_set_may_source(
  __isl_take isl_union_access_info *access,
  __isl_take isl_union_map *may_source)
{
  return isl_union_access_info_set(access, isl_access_may_source,
          may_source);
}
 
/* Replace the kills of "info" by "kill".
 */
__isl_give isl_union_access_info *isl_union_access_info_set_kill(
  __isl_take isl_union_access_info *info, __isl_take isl_union_map *kill)
{
  return isl_union_access_info_set(info, isl_access_kill, kill);
}
 
/* Return the access relation of type "type" of "info".
 */
static __isl_give isl_union_map *isl_union_access_info_get(
  __isl_keep isl_union_access_info *info, enum isl_access_type type)
{
  if (!info)
    return NULL;
  return isl_union_map_copy(info->access[type]);
}
 
/* Return the definite source accesses of "info".
 */
__isl_give isl_union_map *isl_union_access_info_get_must_source(
  __isl_keep isl_union_access_info *info)
{
  return isl_union_access_info_get(info, isl_access_must_source);
}
 
/* Return the possible source accesses of "info".
 */
__isl_give isl_union_map *isl_union_access_info_get_may_source(
  __isl_keep isl_union_access_info *info)
{
  return isl_union_access_info_get(info, isl_access_may_source);
}
 
/* Return the kills of "info".
 */
__isl_give isl_union_map *isl_union_access_info_get_kill(
  __isl_keep isl_union_access_info *info)
{
  return isl_union_access_info_get(info, isl_access_kill);
}
 
/* Does "info" specify any kills?
 */
static isl_bool isl_union_access_has_kill(
  __isl_keep isl_union_access_info *info)
{
  isl_bool empty;
 
  if (!info)
    return isl_bool_error;
  empty = isl_union_map_is_empty(info->access[isl_access_kill]);
  return isl_bool_not(empty);
}
 
/* Replace the schedule of "access" by "schedule".
 * Also free the schedule_map in case it was set last.
 */
__isl_give isl_union_access_info *isl_union_access_info_set_schedule(
  __isl_take isl_union_access_info *access,
  __isl_take isl_schedule *schedule)
{
  if (!access || !schedule)
    goto error;
 
  access->schedule_map = isl_union_map_free(access->schedule_map);
  isl_schedule_free(access->schedule);
  access->schedule = schedule;
 
  return access;
error:
  isl_union_access_info_free(access);
  isl_schedule_free(schedule);
  return NULL;
}
 
/* Replace the schedule map of "access" by "schedule_map".
 * Also free the schedule in case it was set last.
 */
__isl_give isl_union_access_info *isl_union_access_info_set_schedule_map(
  __isl_take isl_union_access_info *access,
  __isl_take isl_union_map *schedule_map)
{
  if (!access || !schedule_map)
    goto error;
 
  isl_union_map_free(access->schedule_map);
  access->schedule = isl_schedule_free(access->schedule);
  access->schedule_map = schedule_map;
 
  return access;
error:
  isl_union_access_info_free(access);
  isl_union_map_free(schedule_map);
  return NULL;
}
 
__isl_give isl_union_access_info *isl_union_access_info_copy(
  __isl_keep isl_union_access_info *access)
{
  isl_union_access_info *copy;
  enum isl_access_type i;
 
  if (!access)
    return NULL;
  copy = isl_union_access_info_from_sink(
        isl_union_map_copy(access->access[isl_access_sink]));
  for (i = isl_access_sink + 1; i < isl_access_end; ++i)
    copy = isl_union_access_info_set(copy, i,
          isl_union_map_copy(access->access[i]));
  if (access->schedule)
    copy = isl_union_access_info_set_schedule(copy,
        isl_schedule_copy(access->schedule));
  else
    copy = isl_union_access_info_set_schedule_map(copy,
        isl_union_map_copy(access->schedule_map));
 
  return copy;
}
 
#undef BASE
#define BASE union_map
#include "print_yaml_field_templ.c"
 
/* An enumeration of the various keys that may appear in a YAML mapping
 * of an isl_union_access_info object.
 * The keys for the access relation types are assumed to have the same values
 * as the access relation types in isl_access_type.
 */
enum isl_ai_key {
  isl_ai_key_error = -1,
  isl_ai_key_sink = isl_access_sink,
  isl_ai_key_must_source = isl_access_must_source,
  isl_ai_key_may_source = isl_access_may_source,
  isl_ai_key_kill = isl_access_kill,
  isl_ai_key_schedule_map,
  isl_ai_key_schedule,
  isl_ai_key_end
};
 
/* Textual representations of the YAML keys for an isl_union_access_info
 * object.
 */
static char *key_str[] = {
  [isl_ai_key_sink] = "sink",
  [isl_ai_key_must_source] = "must_source",
  [isl_ai_key_may_source] = "may_source",
  [isl_ai_key_kill] = "kill",
  [isl_ai_key_schedule_map] = "schedule_map",
  [isl_ai_key_schedule] = "schedule",
};
 
/* Print a key-value pair corresponding to the access relation of type "type"
 * of a YAML mapping of "info" to "p".
 *
 * The sink access relation is always printed, but any other access relation
 * is only printed if it is non-empty.
 */
static __isl_give isl_printer *print_access_field(__isl_take isl_printer *p,
  __isl_keep isl_union_access_info *info, enum isl_access_type type)
{
  if (type != isl_access_sink) {
    isl_bool empty;
 
    empty = isl_union_map_is_empty(info->access[type]);
    if (empty < 0)
      return isl_printer_free(p);
    if (empty)
      return p;
  }
  return print_yaml_field_union_map(p, key_str[type], info->access[type]);
}
 
/* Print the information contained in "access" to "p".
 * The information is printed as a YAML document.
 */
__isl_give isl_printer *isl_printer_print_union_access_info(
  __isl_take isl_printer *p, __isl_keep isl_union_access_info *access)
{
  enum isl_access_type i;
 
  if (!access)
    return isl_printer_free(p);
 
  p = isl_printer_yaml_start_mapping(p);
  for (i = isl_access_sink; i < isl_access_end; ++i)
    p = print_access_field(p, access, i);
  if (access->schedule) {
    p = isl_printer_print_str(p, key_str[isl_ai_key_schedule]);
    p = isl_printer_yaml_next(p);
    p = isl_printer_print_schedule(p, access->schedule);
    p = isl_printer_yaml_next(p);
  } else {
    p = print_yaml_field_union_map(p,
      key_str[isl_ai_key_schedule_map], access->schedule_map);
  }
  p = isl_printer_yaml_end_mapping(p);
 
  return p;
}
 
/* Return a string representation of the information in "access".
 * The information is printed in flow format.
 */
__isl_give char *isl_union_access_info_to_str(
  __isl_keep isl_union_access_info *access)
{
  isl_printer *p;
  char *s;
 
  if (!access)
    return NULL;
 
  p = isl_printer_to_str(isl_union_access_info_get_ctx(access));
  p = isl_printer_set_yaml_style(p, ISL_YAML_STYLE_FLOW);
  p = isl_printer_print_union_access_info(p, access);
  s = isl_printer_get_str(p);
  isl_printer_free(p);
 
  return s;
}
 
#undef KEY
#define KEY enum isl_ai_key
#undef KEY_ERROR
#define KEY_ERROR isl_ai_key_error
#undef KEY_END
#define KEY_END isl_ai_key_end
#undef KEY_STR
#define KEY_STR key_str
#undef KEY_EXTRACT
#define KEY_EXTRACT extract_key
#undef KEY_GET
#define KEY_GET get_key
#include "extract_key.c"
 
#undef BASE
#define BASE union_map
#include "read_in_string_templ.c"
 
/* Read an isl_union_access_info object from "s".
 *
 * Start off with an empty (invalid) isl_union_access_info object and
 * then fill up the fields based on the input.
 * The input needs to contain at least a description of the sink
 * access relation as well as some form of schedule.
 * The other access relations are set to empty relations
 * by isl_union_access_info_init if they are not specified in the input.
 */
__isl_give isl_union_access_info *isl_stream_read_union_access_info(
  isl_stream *s)
{
  isl_ctx *ctx;
  isl_union_access_info *info;
  isl_bool more;
  int sink_set = 0;
  int schedule_set = 0;
 
  if (isl_stream_yaml_read_start_mapping(s) < 0)
    return NULL;
 
  ctx = isl_stream_get_ctx(s);
  info = isl_union_access_info_alloc(ctx);
  while ((more = isl_stream_yaml_next(s)) == isl_bool_true) {
    enum isl_ai_key key;
    enum isl_access_type type;
    isl_union_map *access, *schedule_map;
    isl_schedule *schedule;
 
    key = get_key(s);
    if (isl_stream_yaml_next(s) < 0)
      return isl_union_access_info_free(info);
    switch (key) {
    case isl_ai_key_end:
    case isl_ai_key_error:
      return isl_union_access_info_free(info);
    case isl_ai_key_sink:
      sink_set = 1;
    case isl_ai_key_must_source:
    case isl_ai_key_may_source:
    case isl_ai_key_kill:
      type = (enum isl_access_type) key;
      access = read_union_map(s);
      info = isl_union_access_info_set(info, type, access);
      if (!info)
        return NULL;
      break;
    case isl_ai_key_schedule_map:
      schedule_set = 1;
      schedule_map = read_union_map(s);
      info = isl_union_access_info_set_schedule_map(info,
                schedule_map);
      if (!info)
        return NULL;
      break;
    case isl_ai_key_schedule:
      schedule_set = 1;
      schedule = isl_stream_read_schedule(s);
      info = isl_union_access_info_set_schedule(info,
                schedule);
      if (!info)
        return NULL;
      break;
    }
  }
  if (more < 0)
    return isl_union_access_info_free(info);
 
  if (isl_stream_yaml_read_end_mapping(s) < 0)
    return isl_union_access_info_free(info);
 
  if (!sink_set) {
    isl_stream_error(s, NULL, "no sink specified");
    return isl_union_access_info_free(info);
  }
 
  if (!schedule_set) {
    isl_stream_error(s, NULL, "no schedule specified");
    return isl_union_access_info_free(info);
  }
 
  return isl_union_access_info_init(info);
}
 
/* Read an isl_union_access_info object from the file "input".
 */
__isl_give isl_union_access_info *isl_union_access_info_read_from_file(
  isl_ctx *ctx, FILE *input)
{
  isl_stream *s;
  isl_union_access_info *access;
 
  s = isl_stream_new_file(ctx, input);
  if (!s)
    return NULL;
  access = isl_stream_read_union_access_info(s);
  isl_stream_free(s);
 
  return access;
}
 
/* Update the fields of "access" such that they all have the same parameters,
 * keeping in mind that the schedule_map field may be NULL and ignoring
 * the schedule field.
 */
static __isl_give isl_union_access_info *isl_union_access_info_align_params(
  __isl_take isl_union_access_info *access)
{
  isl_space *space;
  enum isl_access_type i;
 
  if (!access)
    return NULL;
 
  space = isl_union_map_get_space(access->access[isl_access_sink]);
  for (i = isl_access_sink + 1; i < isl_access_end; ++i)
    space = isl_space_align_params(space,
        isl_union_map_get_space(access->access[i]));
  if (access->schedule_map)
    space = isl_space_align_params(space,
        isl_union_map_get_space(access->schedule_map));
  for (i = isl_access_sink; i < isl_access_end; ++i)
    access->access[i] =
      isl_union_map_align_params(access->access[i],
              isl_space_copy(space));
  if (!access->schedule_map) {
    isl_space_free(space);
  } else {
    access->schedule_map =
        isl_union_map_align_params(access->schedule_map, space);
    if (!access->schedule_map)
      return isl_union_access_info_free(access);
  }
 
  for (i = isl_access_sink; i < isl_access_end; ++i)
    if (!access->access[i])
      return isl_union_access_info_free(access);
 
  return access;
}
 
/* Prepend the schedule dimensions to the iteration domains.
 *
 * That is, if the schedule is of the form
 *
 *  D -> S
 *
 * while the access relations are of the form
 *
 *  D -> A
 *
 * then the updated access relations are of the form
 *
 *  [S -> D] -> A
 *
 * The schedule map is also replaced by the map
 *
 *  [S -> D] -> D
 *
 * that is used during the internal computation.
 * Neither the original schedule map nor this updated schedule map
 * are used after the call to this function.
 */
static __isl_give isl_union_access_info *
isl_union_access_info_introduce_schedule(
  __isl_take isl_union_access_info *access)
{
  isl_union_map *sm;
  enum isl_access_type i;
 
  if (!access)
    return NULL;
 
  sm = isl_union_map_reverse(access->schedule_map);
  sm = isl_union_map_range_map(sm);
  for (i = isl_access_sink; i < isl_access_end; ++i)
    access->access[i] =
      isl_union_map_apply_range(isl_union_map_copy(sm),
            access->access[i]);
  access->schedule_map = sm;
 
  for (i = isl_access_sink; i < isl_access_end; ++i)
    if (!access->access[i])
      return isl_union_access_info_free(access);
  if (!access->schedule_map)
    return isl_union_access_info_free(access);
 
  return access;
}
 
/* This structure represents the result of a dependence analysis computation.
 *
 * "must_dep" represents the full definite dependences
 * "may_dep" represents the full non-definite dependences.
 * Both are of the form
 *
 *  [Source] -> [[Sink -> Data]]
 *
 * (after the schedule dimensions have been projected out).
 * "must_no_source" represents the subset of the sink accesses for which
 * definitely no source was found.
 * "may_no_source" represents the subset of the sink accesses for which
 * possibly, but not definitely, no source was found.
 */
struct isl_union_flow {
  isl_union_map *must_dep;
  isl_union_map *may_dep;
  isl_union_map *must_no_source;
  isl_union_map *may_no_source;
};
 
/* Return the isl_ctx to which "flow" belongs.
 */
isl_ctx *isl_union_flow_get_ctx(__isl_keep isl_union_flow *flow)
{
  return flow ? isl_union_map_get_ctx(flow->must_dep) : NULL;
}
 
/* Free "flow" and return NULL.
 */
__isl_null isl_union_flow *isl_union_flow_free(__isl_take isl_union_flow *flow)
{
  if (!flow)
    return NULL;
  isl_union_map_free(flow->must_dep);
  isl_union_map_free(flow->may_dep);
  isl_union_map_free(flow->must_no_source);
  isl_union_map_free(flow->may_no_source);
  free(flow);
  return NULL;
}
 
void isl_union_flow_dump(__isl_keep isl_union_flow *flow)
{
  if (!flow)
    return;
 
  fprintf(stderr, "must dependences: ");
  isl_union_map_dump(flow->must_dep);
  fprintf(stderr, "may dependences: ");
  isl_union_map_dump(flow->may_dep);
  fprintf(stderr, "must no source: ");
  isl_union_map_dump(flow->must_no_source);
  fprintf(stderr, "may no source: ");
  isl_union_map_dump(flow->may_no_source);
}
 
/* Return the full definite dependences in "flow", with accessed elements.
 */
__isl_give isl_union_map *isl_union_flow_get_full_must_dependence(
  __isl_keep isl_union_flow *flow)
{
  if (!flow)
    return NULL;
  return isl_union_map_copy(flow->must_dep);
}
 
/* Return the full possible dependences in "flow", including the definite
 * dependences, with accessed elements.
 */
__isl_give isl_union_map *isl_union_flow_get_full_may_dependence(
  __isl_keep isl_union_flow *flow)
{
  if (!flow)
    return NULL;
  return isl_union_map_union(isl_union_map_copy(flow->must_dep),
            isl_union_map_copy(flow->may_dep));
}
 
/* Return the definite dependences in "flow", without the accessed elements.
 */
__isl_give isl_union_map *isl_union_flow_get_must_dependence(
  __isl_keep isl_union_flow *flow)
{
  isl_union_map *dep;
 
  if (!flow)
    return NULL;
  dep = isl_union_map_copy(flow->must_dep);
  return isl_union_map_range_factor_domain(dep);
}
 
/* Return the possible dependences in "flow", including the definite
 * dependences, without the accessed elements.
 */
__isl_give isl_union_map *isl_union_flow_get_may_dependence(
  __isl_keep isl_union_flow *flow)
{
  isl_union_map *dep;
 
  if (!flow)
    return NULL;
  dep = isl_union_map_union(isl_union_map_copy(flow->must_dep),
            isl_union_map_copy(flow->may_dep));
  return isl_union_map_range_factor_domain(dep);
}
 
/* Return the non-definite dependences in "flow".
 */
static __isl_give isl_union_map *isl_union_flow_get_non_must_dependence(
  __isl_keep isl_union_flow *flow)
{
  if (!flow)
    return NULL;
  return isl_union_map_copy(flow->may_dep);
}
 
/* Return the subset of the sink accesses for which definitely
 * no source was found.
 */
__isl_give isl_union_map *isl_union_flow_get_must_no_source(
  __isl_keep isl_union_flow *flow)
{
  if (!flow)
    return NULL;
  return isl_union_map_copy(flow->must_no_source);
}
 
/* Return the subset of the sink accesses for which possibly
 * no source was found, including those for which definitely
 * no source was found.
 */
__isl_give isl_union_map *isl_union_flow_get_may_no_source(
  __isl_keep isl_union_flow *flow)
{
  if (!flow)
    return NULL;
  return isl_union_map_union(isl_union_map_copy(flow->must_no_source),
            isl_union_map_copy(flow->may_no_source));
}
 
/* Return the subset of the sink accesses for which possibly, but not
 * definitely, no source was found.
 */
static __isl_give isl_union_map *isl_union_flow_get_non_must_no_source(
  __isl_keep isl_union_flow *flow)
{
  if (!flow)
    return NULL;
  return isl_union_map_copy(flow->may_no_source);
}
 
/* Create a new isl_union_flow object, initialized with empty
 * dependence relations and sink subsets.
 */
static __isl_give isl_union_flow *isl_union_flow_alloc(
  __isl_take isl_space *space)
{
  isl_ctx *ctx;
  isl_union_map *empty;
  isl_union_flow *flow;
 
  if (!space)
    return NULL;
  ctx = isl_space_get_ctx(space);
  flow = isl_alloc_type(ctx, isl_union_flow);
  if (!flow)
    goto error;
 
  empty = isl_union_map_empty(space);
  flow->must_dep = isl_union_map_copy(empty);
  flow->may_dep = isl_union_map_copy(empty);
  flow->must_no_source = isl_union_map_copy(empty);
  flow->may_no_source = empty;
 
  if (!flow->must_dep || !flow->may_dep ||
      !flow->must_no_source || !flow->may_no_source)
    return isl_union_flow_free(flow);
 
  return flow;
error:
  isl_space_free(space);
  return NULL;
}
 
/* Copy this isl_union_flow object.
 */
__isl_give isl_union_flow *isl_union_flow_copy(__isl_keep isl_union_flow *flow)
{
  isl_union_flow *copy;
 
  if (!flow)
    return NULL;
 
  copy = isl_union_flow_alloc(isl_union_map_get_space(flow->must_dep));
 
  if (!copy)
    return NULL;
 
  copy->must_dep = isl_union_map_union(copy->must_dep,
    isl_union_map_copy(flow->must_dep));
  copy->may_dep = isl_union_map_union(copy->may_dep,
    isl_union_map_copy(flow->may_dep));
  copy->must_no_source = isl_union_map_union(copy->must_no_source,
    isl_union_map_copy(flow->must_no_source));
  copy->may_no_source = isl_union_map_union(copy->may_no_source,
    isl_union_map_copy(flow->may_no_source));
 
  if (!copy->must_dep || !copy->may_dep ||
      !copy->must_no_source || !copy->may_no_source)
    return isl_union_flow_free(copy);
 
  return copy;
}
 
/* Drop the schedule dimensions from the iteration domains in "flow".
 * In particular, the schedule dimensions have been prepended
 * to the iteration domains prior to the dependence analysis by
 * replacing the iteration domain D, by the wrapped map [S -> D].
 * Replace these wrapped maps by the original D.
 *
 * In particular, the dependences computed by access_info_compute_flow_core
 * are of the form
 *
 *  [S -> D] -> [[S' -> D'] -> A]
 *
 * The schedule dimensions are projected out by first currying the range,
 * resulting in
 *
 *  [S -> D] -> [S' -> [D' -> A]]
 *
 * and then computing the factor range
 *
 *  D -> [D' -> A]
 */
static __isl_give isl_union_flow *isl_union_flow_drop_schedule(
  __isl_take isl_union_flow *flow)
{
  if (!flow)
    return NULL;
 
  flow->must_dep = isl_union_map_range_curry(flow->must_dep);
  flow->must_dep = isl_union_map_factor_range(flow->must_dep);
  flow->may_dep = isl_union_map_range_curry(flow->may_dep);
  flow->may_dep = isl_union_map_factor_range(flow->may_dep);
  flow->must_no_source =
    isl_union_map_domain_factor_range(flow->must_no_source);
  flow->may_no_source =
    isl_union_map_domain_factor_range(flow->may_no_source);
 
  if (!flow->must_dep || !flow->may_dep ||
      !flow->must_no_source || !flow->may_no_source)
    return isl_union_flow_free(flow);
 
  return flow;
}
 
struct isl_compute_flow_data {
  isl_union_map *must_source;
  isl_union_map *may_source;
  isl_union_flow *flow;
 
  int count;
  int must;
  isl_space *dim;
  struct isl_sched_info *sink_info;
  struct isl_sched_info **source_info;
  isl_access_info *accesses;
};
 
static isl_stat count_matching_array(__isl_take isl_map *map, void *user)
{
  int eq;
  isl_space *space;
  struct isl_compute_flow_data *data;
 
  data = (struct isl_compute_flow_data *)user;
 
  space = isl_space_range(isl_map_get_space(map));
 
  eq = isl_space_is_equal(space, data->dim);
 
  isl_space_free(space);
  isl_map_free(map);
 
  if (eq < 0)
    return isl_stat_error;
  if (eq)
    data->count++;
 
  return isl_stat_ok;
}
 
static isl_stat collect_matching_array(__isl_take isl_map *map, void *user)
{
  int eq;
  isl_space *space;
  struct isl_sched_info *info;
  struct isl_compute_flow_data *data;
 
  data = (struct isl_compute_flow_data *)user;
 
  space = isl_space_range(isl_map_get_space(map));
 
  eq = isl_space_is_equal(space, data->dim);
 
  isl_space_free(space);
 
  if (eq < 0)
    goto error;
  if (!eq) {
    isl_map_free(map);
    return isl_stat_ok;
  }
 
  info = sched_info_alloc(map);
  data->source_info[data->count] = info;
 
  data->accesses = isl_access_info_add_source(data->accesses,
                map, data->must, info);
 
  data->count++;
 
  return isl_stat_ok;
error:
  isl_map_free(map);
  return isl_stat_error;
}
 
/* Determine the shared nesting level and the "textual order" of
 * the given accesses.
 *
 * We first determine the minimal schedule dimension for both accesses.
 *
 * If among those dimensions, we can find one where both have a fixed
 * value and if moreover those values are different, then the previous
 * dimension is the last shared nesting level and the textual order
 * is determined based on the order of the fixed values.
 * If no such fixed values can be found, then we set the shared
 * nesting level to the minimal schedule dimension, with no textual ordering.
 */
static int before(void *first, void *second)
{
  struct isl_sched_info *info1 = first;
  struct isl_sched_info *info2 = second;
  isl_size n1, n2;
  int i;
 
  n1 = isl_vec_size(info1->cst);
  n2 = isl_vec_size(info2->cst);
  if (n1 < 0 || n2 < 0)
    return -1;
 
  if (n2 < n1)
    n1 = n2;
 
  for (i = 0; i < n1; ++i) {
    int r;
    int cmp;
 
    if (!info1->is_cst[i])
      continue;
    if (!info2->is_cst[i])
      continue;
    cmp = isl_vec_cmp_element(info1->cst, info2->cst, i);
    if (cmp == 0)
      continue;
 
    r = 2 * i + (cmp < 0);
 
    return r;
  }
 
  return 2 * n1;
}
 
/* Check if the given two accesses may be coscheduled.
 * If so, return isl_bool_true.  Otherwise return isl_bool_false.
 *
 * Two accesses may only be coscheduled if the fixed schedule
 * coordinates have the same values.
 */
static isl_bool coscheduled(void *first, void *second)
{
  struct isl_sched_info *info1 = first;
  struct isl_sched_info *info2 = second;
  isl_size n1, n2;
  int i;
 
  n1 = isl_vec_size(info1->cst);
  n2 = isl_vec_size(info2->cst);
  if (n1 < 0 || n2 < 0)
    return isl_bool_error;
 
  if (n2 < n1)
    n1 = n2;
 
  for (i = 0; i < n1; ++i) {
    int cmp;
 
    if (!info1->is_cst[i])
      continue;
    if (!info2->is_cst[i])
      continue;
    cmp = isl_vec_cmp_element(info1->cst, info2->cst, i);
    if (cmp != 0)
      return isl_bool_false;
  }
 
  return isl_bool_true;
}
 
/* Given a sink access, look for all the source accesses that access
 * the same array and perform dataflow analysis on them using
 * isl_access_info_compute_flow_core.
 */
static isl_stat compute_flow(__isl_take isl_map *map, void *user)
{
  int i;
  isl_ctx *ctx;
  struct isl_compute_flow_data *data;
  isl_flow *flow;
  isl_union_flow *df;
 
  data = (struct isl_compute_flow_data *)user;
  df = data->flow;
 
  ctx = isl_map_get_ctx(map);
 
  data->accesses = NULL;
  data->sink_info = NULL;
  data->source_info = NULL;
  data->count = 0;
  data->dim = isl_space_range(isl_map_get_space(map));
 
  if (isl_union_map_foreach_map(data->must_source,
          &count_matching_array, data) < 0)
    goto error;
  if (isl_union_map_foreach_map(data->may_source,
          &count_matching_array, data) < 0)
    goto error;
 
  data->sink_info = sched_info_alloc(map);
  data->source_info = isl_calloc_array(ctx, struct isl_sched_info *,
               data->count);
 
  data->accesses = isl_access_info_alloc(isl_map_copy(map),
        data->sink_info, &before, data->count);
  if (!data->sink_info || (data->count && !data->source_info) ||
      !data->accesses)
    goto error;
  data->accesses->coscheduled = &coscheduled;
  data->count = 0;
  data->must = 1;
  if (isl_union_map_foreach_map(data->must_source,
          &collect_matching_array, data) < 0)
    goto error;
  data->must = 0;
  if (isl_union_map_foreach_map(data->may_source,
          &collect_matching_array, data) < 0)
    goto error;
 
  flow = access_info_compute_flow_core(data->accesses);
  data->accesses = NULL;
 
  if (!flow)
    goto error;
 
  df->must_no_source = isl_union_map_union(df->must_no_source,
        isl_union_map_from_map(isl_flow_get_no_source(flow, 1)));
  df->may_no_source = isl_union_map_union(df->may_no_source,
        isl_union_map_from_map(isl_flow_get_no_source(flow, 0)));
 
  for (i = 0; i < flow->n_source; ++i) {
    isl_union_map *dep;
    dep = isl_union_map_from_map(isl_map_copy(flow->dep[i].map));
    if (flow->dep[i].must)
      df->must_dep = isl_union_map_union(df->must_dep, dep);
    else
      df->may_dep = isl_union_map_union(df->may_dep, dep);
  }
 
  isl_flow_free(flow);
 
  sched_info_free(data->sink_info);
  if (data->source_info) {
    for (i = 0; i < data->count; ++i)
      sched_info_free(data->source_info[i]);
    free(data->source_info);
  }
  isl_space_free(data->dim);
  isl_map_free(map);
 
  return isl_stat_ok;
error:
  isl_access_info_free(data->accesses);
  sched_info_free(data->sink_info);
  if (data->source_info) {
    for (i = 0; i < data->count; ++i)
      sched_info_free(data->source_info[i]);
    free(data->source_info);
  }
  isl_space_free(data->dim);
  isl_map_free(map);
 
  return isl_stat_error;
}
 
/* Add the kills of "info" to the must-sources.
 */
static __isl_give isl_union_access_info *
isl_union_access_info_add_kill_to_must_source(
  __isl_take isl_union_access_info *info)
{
  isl_union_map *must, *kill;
 
  must = isl_union_access_info_get_must_source(info);
  kill = isl_union_access_info_get_kill(info);
  must = isl_union_map_union(must, kill);
  return isl_union_access_info_set_must_source(info, must);
}
 
/* Drop dependences from "flow" that purely originate from kills.
 * That is, only keep those dependences that originate from
 * the original must-sources "must" and/or the original may-sources "may".
 * In particular, "must" contains the must-sources from before
 * the kills were added and "may" contains the may-source from before
 * the kills were removed.
 *
 * The dependences are of the form
 *
 *  Source -> [Sink -> Data]
 *
 * Only those dependences are kept where the Source -> Data part
 * is a subset of the original may-sources or must-sources.
 * Of those, only the must-dependences that intersect with the must-sources
 * remain must-dependences.
 * If there is some overlap between the may-sources and the must-sources,
 * then the may-dependences and must-dependences may also overlap.
 * This should be fine since the may-dependences are only kept
 * disjoint from the must-dependences for the isl_union_map_compute_flow
 * interface.  This interface does not support kills, so it will
 * not end up calling this function.
 */
static __isl_give isl_union_flow *isl_union_flow_drop_kill_source(
  __isl_take isl_union_flow *flow, __isl_take isl_union_map *must,
  __isl_take isl_union_map *may)
{
  isl_union_map *move;
 
  if (!flow)
    goto error;
  move = isl_union_map_copy(flow->must_dep);
  move = isl_union_map_intersect_range_factor_range(move,
        isl_union_map_copy(may));
  may = isl_union_map_union(may, isl_union_map_copy(must));
  flow->may_dep = isl_union_map_intersect_range_factor_range(
        flow->may_dep, may);
  flow->must_dep = isl_union_map_intersect_range_factor_range(
        flow->must_dep, must);
  flow->may_dep = isl_union_map_union(flow->may_dep, move);
  if (!flow->must_dep || !flow->may_dep)
    return isl_union_flow_free(flow);
 
  return flow;
error:
  isl_union_map_free(must);
  isl_union_map_free(may);
  return NULL;
}
 
/* Remove the must accesses from the may accesses.
 *
 * A must access always trumps a may access, so there is no need
 * for a must access to also be considered as a may access.  Doing so
 * would only cost extra computations only to find out that
 * the duplicated may access does not make any difference.
 */
static __isl_give isl_union_access_info *isl_union_access_info_normalize(
  __isl_take isl_union_access_info *access)
{
  if (!access)
    return NULL;
  access->access[isl_access_may_source] =
    isl_union_map_subtract(access->access[isl_access_may_source],
        isl_union_map_copy(access->access[isl_access_must_source]));
  if (!access->access[isl_access_may_source])
    return isl_union_access_info_free(access);
 
  return access;
}
 
/* Given a description of the "sink" accesses, the "source" accesses and
 * a schedule, compute for each instance of a sink access
 * and for each element accessed by that instance,
 * the possible or definite source accesses that last accessed the
 * element accessed by the sink access before this sink access
 * in the sense that there is no intermediate definite source access.
 *
 * The must_no_source and may_no_source elements of the result
 * are subsets of access->sink.  The elements must_dep and may_dep
 * map domain elements of access->{may,must)_source to
 * domain elements of access->sink.
 *
 * This function is used when only the schedule map representation
 * is available.
 *
 * We first prepend the schedule dimensions to the domain
 * of the accesses so that we can easily compare their relative order.
 * Then we consider each sink access individually in compute_flow.
 */
static __isl_give isl_union_flow *compute_flow_union_map(
  __isl_take isl_union_access_info *access)
{
  struct isl_compute_flow_data data;
  isl_union_map *sink;
 
  access = isl_union_access_info_align_params(access);
  access = isl_union_access_info_introduce_schedule(access);
  if (!access)
    return NULL;
 
  data.must_source = access->access[isl_access_must_source];
  data.may_source = access->access[isl_access_may_source];
 
  sink = access->access[isl_access_sink];
  data.flow = isl_union_flow_alloc(isl_union_map_get_space(sink));
 
  if (isl_union_map_foreach_map(sink, &compute_flow, &data) < 0)
    goto error;
 
  data.flow = isl_union_flow_drop_schedule(data.flow);
 
  isl_union_access_info_free(access);
  return data.flow;
error:
  isl_union_access_info_free(access);
  isl_union_flow_free(data.flow);
  return NULL;
}
 
/* A schedule access relation.
 *
 * The access relation "access" is of the form [S -> D] -> A,
 * where S corresponds to the prefix schedule at "node".
 * "must" is only relevant for source accesses and indicates
 * whether the access is a must source or a may source.
 */
struct isl_scheduled_access {
  isl_map *access;
  int must;
  isl_schedule_node *node;
};
 
/* Data structure for keeping track of individual scheduled sink and source
 * accesses when computing dependence analysis based on a schedule tree.
 *
 * "n_sink" is the number of used entries in "sink"
 * "n_source" is the number of used entries in "source"
 *
 * "set_sink", "must" and "node" are only used inside collect_sink_source,
 * to keep track of the current node and
 * of what extract_sink_source needs to do.
 */
struct isl_compute_flow_schedule_data {
  isl_union_access_info *access;
 
  int n_sink;
  int n_source;
 
  struct isl_scheduled_access *sink;
  struct isl_scheduled_access *source;
 
  int set_sink;
  int must;
  isl_schedule_node *node;
};
 
/* Align the parameters of all sinks with all sources.
 *
 * If there are no sinks or no sources, then no alignment is needed.
 */
static void isl_compute_flow_schedule_data_align_params(
  struct isl_compute_flow_schedule_data *data)
{
  int i;
  isl_space *space;
 
  if (data->n_sink == 0 || data->n_source == 0)
    return;
 
  space = isl_map_get_space(data->sink[0].access);
 
  for (i = 1; i < data->n_sink; ++i)
    space = isl_space_align_params(space,
        isl_map_get_space(data->sink[i].access));
  for (i = 0; i < data->n_source; ++i)
    space = isl_space_align_params(space,
        isl_map_get_space(data->source[i].access));
 
  for (i = 0; i < data->n_sink; ++i)
    data->sink[i].access =
      isl_map_align_params(data->sink[i].access,
              isl_space_copy(space));
  for (i = 0; i < data->n_source; ++i)
    data->source[i].access =
      isl_map_align_params(data->source[i].access,
              isl_space_copy(space));
 
  isl_space_free(space);
}
 
/* Free all the memory referenced from "data".
 * Do not free "data" itself as it may be allocated on the stack.
 */
static void isl_compute_flow_schedule_data_clear(
  struct isl_compute_flow_schedule_data *data)
{
  int i;
 
  if (!data->sink)
    return;
 
  for (i = 0; i < data->n_sink; ++i) {
    isl_map_free(data->sink[i].access);
    isl_schedule_node_free(data->sink[i].node);
  }
 
  for (i = 0; i < data->n_source; ++i) {
    isl_map_free(data->source[i].access);
    isl_schedule_node_free(data->source[i].node);
  }
 
  free(data->sink);
}
 
/* isl_schedule_foreach_schedule_node_top_down callback for counting
 * (an upper bound on) the number of sinks and sources.
 *
 * Sinks and sources are only extracted at leaves of the tree,
 * so we skip the node if it is not a leaf.
 * Otherwise we increment data->n_sink and data->n_source with
 * the number of spaces in the sink and source access domains
 * that reach this node.
 */
static isl_bool count_sink_source(__isl_keep isl_schedule_node *node,
  void *user)
{
  struct isl_compute_flow_schedule_data *data = user;
  isl_union_set *domain;
  isl_union_map *umap;
  isl_bool r = isl_bool_false;
  isl_size n;
 
  if (isl_schedule_node_get_type(node) != isl_schedule_node_leaf)
    return isl_bool_true;
 
  domain = isl_schedule_node_get_universe_domain(node);
 
  umap = isl_union_map_copy(data->access->access[isl_access_sink]);
  umap = isl_union_map_intersect_domain(umap, isl_union_set_copy(domain));
  data->n_sink += n = isl_union_map_n_map(umap);
  isl_union_map_free(umap);
  if (n < 0)
    r = isl_bool_error;
 
  umap = isl_union_map_copy(data->access->access[isl_access_must_source]);
  umap = isl_union_map_intersect_domain(umap, isl_union_set_copy(domain));
  data->n_source += n = isl_union_map_n_map(umap);
  isl_union_map_free(umap);
  if (n < 0)
    r = isl_bool_error;
 
  umap = isl_union_map_copy(data->access->access[isl_access_may_source]);
  umap = isl_union_map_intersect_domain(umap, isl_union_set_copy(domain));
  data->n_source += n = isl_union_map_n_map(umap);
  isl_union_map_free(umap);
  if (n < 0)
    r = isl_bool_error;
 
  isl_union_set_free(domain);
 
  return r;
}
 
/* Add a single scheduled sink or source (depending on data->set_sink)
 * with scheduled access relation "map", must property data->must and
 * schedule node data->node to the list of sinks or sources.
 */
static isl_stat extract_sink_source(__isl_take isl_map *map, void *user)
{
  struct isl_compute_flow_schedule_data *data = user;
  struct isl_scheduled_access *access;
 
  if (data->set_sink)
    access = data->sink + data->n_sink++;
  else
    access = data->source + data->n_source++;
 
  access->access = map;
  access->must = data->must;
  access->node = isl_schedule_node_copy(data->node);
 
  return isl_stat_ok;
}
 
/* isl_schedule_foreach_schedule_node_top_down callback for collecting
 * individual scheduled source and sink accesses (taking into account
 * the domain of the schedule).
 *
 * We only collect accesses at the leaves of the schedule tree.
 * We prepend the schedule dimensions at the leaf to the iteration
 * domains of the source and sink accesses and then extract
 * the individual accesses (per space).
 *
 * In particular, if the prefix schedule at the node is of the form
 *
 *  D -> S
 *
 * while the access relations are of the form
 *
 *  D -> A
 *
 * then the updated access relations are of the form
 *
 *  [S -> D] -> A
 *
 * Note that S consists of a single space such that introducing S
 * in the access relations does not increase the number of spaces.
 */
static isl_bool collect_sink_source(__isl_keep isl_schedule_node *node,
  void *user)
{
  struct isl_compute_flow_schedule_data *data = user;
  isl_union_map *prefix;
  isl_union_map *umap;
  isl_bool r = isl_bool_false;
 
  if (isl_schedule_node_get_type(node) != isl_schedule_node_leaf)
    return isl_bool_true;
 
  data->node = node;
 
  prefix = isl_schedule_node_get_prefix_schedule_relation(node);
  prefix = isl_union_map_reverse(prefix);
  prefix = isl_union_map_range_map(prefix);
 
  data->set_sink = 1;
  umap = isl_union_map_copy(data->access->access[isl_access_sink]);
  umap = isl_union_map_apply_range(isl_union_map_copy(prefix), umap);
  if (isl_union_map_foreach_map(umap, &extract_sink_source, data) < 0)
    r = isl_bool_error;
  isl_union_map_free(umap);
 
  data->set_sink = 0;
  data->must = 1;
  umap = isl_union_map_copy(data->access->access[isl_access_must_source]);
  umap = isl_union_map_apply_range(isl_union_map_copy(prefix), umap);
  if (isl_union_map_foreach_map(umap, &extract_sink_source, data) < 0)
    r = isl_bool_error;
  isl_union_map_free(umap);
 
  data->set_sink = 0;
  data->must = 0;
  umap = isl_union_map_copy(data->access->access[isl_access_may_source]);
  umap = isl_union_map_apply_range(isl_union_map_copy(prefix), umap);
  if (isl_union_map_foreach_map(umap, &extract_sink_source, data) < 0)
    r = isl_bool_error;
  isl_union_map_free(umap);
 
  isl_union_map_free(prefix);
 
  return r;
}
 
/* isl_access_info_compute_flow callback for determining whether
 * the shared nesting level and the ordering within that level
 * for two scheduled accesses for use in compute_single_flow.
 *
 * The tokens passed to this function refer to the leaves
 * in the schedule tree where the accesses take place.
 *
 * If n is the shared number of loops, then we need to return
 * "2 * n + 1" if "first" precedes "second" inside the innermost
 * shared loop and "2 * n" otherwise.
 *
 * The innermost shared ancestor may be the leaves themselves
 * if the accesses take place in the same leaf.  Otherwise,
 * it is either a set node or a sequence node.  Only in the case
 * of a sequence node do we consider one access to precede the other.
 */
static int before_node(void *first, void *second)
{
  isl_schedule_node *node1 = first;
  isl_schedule_node *node2 = second;
  isl_schedule_node *shared;
  isl_size depth;
  int before = 0;
 
  shared = isl_schedule_node_get_shared_ancestor(node1, node2);
  depth = isl_schedule_node_get_schedule_depth(shared);
  if (depth < 0) {
    isl_schedule_node_free(shared);
    return -1;
  }
 
  if (isl_schedule_node_get_type(shared) == isl_schedule_node_sequence) {
    isl_size pos1, pos2;
 
    pos1 = isl_schedule_node_get_ancestor_child_position(node1,
                    shared);
    pos2 = isl_schedule_node_get_ancestor_child_position(node2,
                    shared);
    if (pos1 < 0 || pos2 < 0) {
      isl_schedule_node_free(shared);
      return -1;
    }
    before = pos1 < pos2;
  }
 
  isl_schedule_node_free(shared);
 
  return 2 * depth + before;
}
 
/* Check if the given two accesses may be coscheduled.
 * If so, return isl_bool_true.  Otherwise return isl_bool_false.
 *
 * Two accesses may only be coscheduled if they appear in the same leaf.
 */
static isl_bool coscheduled_node(void *first, void *second)
{
  isl_schedule_node *node1 = first;
  isl_schedule_node *node2 = second;
 
  return isl_bool_ok(node1 == node2);
}
 
/* Add the scheduled sources from "data" that access
 * the same data space as "sink" to "access".
 */
static __isl_give isl_access_info *add_matching_sources(
  __isl_take isl_access_info *access, struct isl_scheduled_access *sink,
  struct isl_compute_flow_schedule_data *data)
{
  int i;
  isl_space *space;
 
  space = isl_space_range(isl_map_get_space(sink->access));
  for (i = 0; i < data->n_source; ++i) {
    struct isl_scheduled_access *source;
    isl_space *source_space;
    int eq;
 
    source = &data->source[i];
    source_space = isl_map_get_space(source->access);
    source_space = isl_space_range(source_space);
    eq = isl_space_is_equal(space, source_space);
    isl_space_free(source_space);
 
    if (!eq)
      continue;
    if (eq < 0)
      goto error;
 
    access = isl_access_info_add_source(access,
        isl_map_copy(source->access), source->must, source->node);
  }
 
  isl_space_free(space);
  return access;
error:
  isl_space_free(space);
  isl_access_info_free(access);
  return NULL;
}
 
/* Given a scheduled sink access relation "sink", compute the corresponding
 * dependences on the sources in "data" and add the computed dependences
 * to "uf".
 *
 * The dependences computed by access_info_compute_flow_core are of the form
 *
 *  [S -> I] -> [[S' -> I'] -> A]
 *
 * The schedule dimensions are projected out by first currying the range,
 * resulting in
 *
 *  [S -> I] -> [S' -> [I' -> A]]
 *
 * and then computing the factor range
 *
 *  I -> [I' -> A]
 */
static __isl_give isl_union_flow *compute_single_flow(
  __isl_take isl_union_flow *uf, struct isl_scheduled_access *sink,
  struct isl_compute_flow_schedule_data *data)
{
  int i;
  isl_access_info *access;
  isl_flow *flow;
  isl_map *map;
 
  if (!uf)
    return NULL;
 
  access = isl_access_info_alloc(isl_map_copy(sink->access), sink->node,
          &before_node, data->n_source);
  if (access)
    access->coscheduled = &coscheduled_node;
  access = add_matching_sources(access, sink, data);
 
  flow = access_info_compute_flow_core(access);
  if (!flow)
    return isl_union_flow_free(uf);
 
  map = isl_map_domain_factor_range(isl_flow_get_no_source(flow, 1));
  uf->must_no_source = isl_union_map_union(uf->must_no_source,
            isl_union_map_from_map(map));
  map = isl_map_domain_factor_range(isl_flow_get_no_source(flow, 0));
  uf->may_no_source = isl_union_map_union(uf->may_no_source,
            isl_union_map_from_map(map));
 
  for (i = 0; i < flow->n_source; ++i) {
    isl_union_map *dep;
 
    map = isl_map_range_curry(isl_map_copy(flow->dep[i].map));
    map = isl_map_factor_range(map);
    dep = isl_union_map_from_map(map);
    if (flow->dep[i].must)
      uf->must_dep = isl_union_map_union(uf->must_dep, dep);
    else
      uf->may_dep = isl_union_map_union(uf->may_dep, dep);
  }
 
  isl_flow_free(flow);
 
  return uf;
}
 
/* Given a description of the "sink" accesses, the "source" accesses and
 * a schedule, compute for each instance of a sink access
 * and for each element accessed by that instance,
 * the possible or definite source accesses that last accessed the
 * element accessed by the sink access before this sink access
 * in the sense that there is no intermediate definite source access.
 * Only consider dependences between statement instances that belong
 * to the domain of the schedule.
 *
 * The must_no_source and may_no_source elements of the result
 * are subsets of access->sink.  The elements must_dep and may_dep
 * map domain elements of access->{may,must)_source to
 * domain elements of access->sink.
 *
 * This function is used when a schedule tree representation
 * is available.
 *
 * We extract the individual scheduled source and sink access relations
 * (taking into account the domain of the schedule) and
 * then compute dependences for each scheduled sink individually.
 */
static __isl_give isl_union_flow *compute_flow_schedule(
  __isl_take isl_union_access_info *access)
{
  struct isl_compute_flow_schedule_data data = { access };
  int i, n;
  isl_ctx *ctx;
  isl_space *space;
  isl_union_flow *flow;
 
  ctx = isl_union_access_info_get_ctx(access);
 
  data.n_sink = 0;
  data.n_source = 0;
  if (isl_schedule_foreach_schedule_node_top_down(access->schedule,
            &count_sink_source, &data) < 0)
    goto error;
 
  n = data.n_sink + data.n_source;
  data.sink = isl_calloc_array(ctx, struct isl_scheduled_access, n);
  if (n && !data.sink)
    goto error;
  data.source = data.sink + data.n_sink;
 
  data.n_sink = 0;
  data.n_source = 0;
  if (isl_schedule_foreach_schedule_node_top_down(access->schedule,
              &collect_sink_source, &data) < 0)
    goto error;
 
  space = isl_union_map_get_space(access->access[isl_access_sink]);
  flow = isl_union_flow_alloc(space);
 
  isl_compute_flow_schedule_data_align_params(&data);
 
  for (i = 0; i < data.n_sink; ++i)
    flow = compute_single_flow(flow, &data.sink[i], &data);
 
  isl_compute_flow_schedule_data_clear(&data);
 
  isl_union_access_info_free(access);
  return flow;
error:
  isl_union_access_info_free(access);
  isl_compute_flow_schedule_data_clear(&data);
  return NULL;
}
 
/* Given a description of the "sink" accesses, the "source" accesses and
 * a schedule, compute for each instance of a sink access
 * and for each element accessed by that instance,
 * the possible or definite source accesses that last accessed the
 * element accessed by the sink access before this sink access
 * in the sense that there is no intermediate definite source access.
 *
 * The must_no_source and may_no_source elements of the result
 * are subsets of access->sink.  The elements must_dep and may_dep
 * map domain elements of access->{may,must)_source to
 * domain elements of access->sink.
 *
 * If any kills have been specified, then they are treated as
 * must-sources internally.  Any dependence that purely derives
 * from an original kill is removed from the output.
 *
 * We check whether the schedule is available as a schedule tree
 * or a schedule map and call the corresponding function to perform
 * the analysis.
 */
__isl_give isl_union_flow *isl_union_access_info_compute_flow(
  __isl_take isl_union_access_info *access)
{
  isl_bool has_kill;
  isl_union_map *must = NULL, *may = NULL;
  isl_union_flow *flow;
 
  has_kill = isl_union_access_has_kill(access);
  if (has_kill < 0)
    goto error;
  if (has_kill) {
    must = isl_union_access_info_get_must_source(access);
    may = isl_union_access_info_get_may_source(access);
  }
  access = isl_union_access_info_add_kill_to_must_source(access);
  access = isl_union_access_info_normalize(access);
  if (!access)
    goto error;
  if (access->schedule)
    flow = compute_flow_schedule(access);
  else
    flow = compute_flow_union_map(access);
  if (has_kill)
    flow = isl_union_flow_drop_kill_source(flow, must, may);
  return flow;
error:
  isl_union_access_info_free(access);
  isl_union_map_free(must);
  isl_union_map_free(may);
  return NULL;
}
 
/* Print the information contained in "flow" to "p".
 * The information is printed as a YAML document.
 */
__isl_give isl_printer *isl_printer_print_union_flow(
  __isl_take isl_printer *p, __isl_keep isl_union_flow *flow)
{
  isl_union_map *umap;
 
  if (!flow)
    return isl_printer_free(p);
 
  p = isl_printer_yaml_start_mapping(p);
  umap = isl_union_flow_get_full_must_dependence(flow);
  p = print_yaml_field_union_map(p, "must_dependence", umap);
  isl_union_map_free(umap);
  umap = isl_union_flow_get_full_may_dependence(flow);
  p = print_yaml_field_union_map(p, "may_dependence", umap);
  isl_union_map_free(umap);
  p = print_yaml_field_union_map(p, "must_no_source",
          flow->must_no_source);
  umap = isl_union_flow_get_may_no_source(flow);
  p = print_yaml_field_union_map(p, "may_no_source", umap);
  isl_union_map_free(umap);
  p = isl_printer_yaml_end_mapping(p);
 
  return p;
}
 
/* Return a string representation of the information in "flow".
 * The information is printed in flow format.
 */
__isl_give char *isl_union_flow_to_str(__isl_keep isl_union_flow *flow)
{
  isl_printer *p;
  char *s;
 
  if (!flow)
    return NULL;
 
  p = isl_printer_to_str(isl_union_flow_get_ctx(flow));
  p = isl_printer_set_yaml_style(p, ISL_YAML_STYLE_FLOW);
  p = isl_printer_print_union_flow(p, flow);
  s = isl_printer_get_str(p);
  isl_printer_free(p);
 
  return s;
}
 
/* Given a collection of "sink" and "source" accesses,
 * compute for each iteration of a sink access
 * and for each element accessed by that iteration,
 * the source access in the list that last accessed the
 * element accessed by the sink access before this sink access.
 * Each access is given as a map from the loop iterators
 * to the array indices.
 * The result is a relations between source and sink
 * iterations and a subset of the domain of the sink accesses,
 * corresponding to those iterations that access an element
 * not previously accessed.
 *
 * We collect the inputs in an isl_union_access_info object,
 * call isl_union_access_info_compute_flow and extract
 * the outputs from the result.
 */
int isl_union_map_compute_flow(__isl_take isl_union_map *sink,
  __isl_take isl_union_map *must_source,
  __isl_take isl_union_map *may_source,
  __isl_take isl_union_map *schedule,
  __isl_give isl_union_map **must_dep, __isl_give isl_union_map **may_dep,
  __isl_give isl_union_map **must_no_source,
  __isl_give isl_union_map **may_no_source)
{
  isl_union_access_info *access;
  isl_union_flow *flow;
 
  access = isl_union_access_info_from_sink(sink);
  access = isl_union_access_info_set_must_source(access, must_source);
  access = isl_union_access_info_set_may_source(access, may_source);
  access = isl_union_access_info_set_schedule_map(access, schedule);
  flow = isl_union_access_info_compute_flow(access);
 
  if (must_dep)
    *must_dep = isl_union_flow_get_must_dependence(flow);
  if (may_dep)
    *may_dep = isl_union_flow_get_non_must_dependence(flow);
  if (must_no_source)
    *must_no_source = isl_union_flow_get_must_no_source(flow);
  if (may_no_source)
    *may_no_source = isl_union_flow_get_non_must_no_source(flow);
 
  isl_union_flow_free(flow);
 
  if ((must_dep && !*must_dep) || (may_dep && !*may_dep) ||
      (must_no_source && !*must_no_source) ||
      (may_no_source && !*may_no_source))
    goto error;
 
  return 0;
error:
  if (must_dep)
    *must_dep = isl_union_map_free(*must_dep);
  if (may_dep)
    *may_dep = isl_union_map_free(*may_dep);
  if (must_no_source)
    *must_no_source = isl_union_map_free(*must_no_source);
  if (may_no_source)
    *may_no_source = isl_union_map_free(*may_no_source);
  return -1;
}