cell.c

/*******************************************************************************
 * This file is part of SWIFT.
 * Copyright (c) 2012 Pedro Gonnet (pedro.gonnet@durham.ac.uk)
 *                    Matthieu Schaller (matthieu.schaller@durham.ac.uk)
 *               2015 Peter W. Draper (p.w.draper@durham.ac.uk)
 *               2016 John A. Regan (john.a.regan@durham.ac.uk)
 *                    Tom Theuns (tom.theuns@durham.ac.uk)
 *
 * This program is free software: you can redistribute it and/or modify
 * it under the terms of the GNU Lesser General Public License as published
 * by the Free Software Foundation, either version 3 of the License, or
 * (at your option) any later version.
 *
 * This program is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 * You should have received a copy of the GNU Lesser General Public License
 * along with this program.  If not, see <http://www.gnu.org/licenses/>.
 *
 ******************************************************************************/

/* Config parameters. */
#include "../config.h"

/* Some standard headers. */
#include <float.h>
#include <limits.h>
#include <math.h>
#include <pthread.h>
#include <stdio.h>
#include <stdlib.h>
#include <string.h>

/* MPI headers. */
#ifdef WITH_MPI
#include <mpi.h>
#endif

/* Switch off timers. */
#ifdef TIMER
#undef TIMER
#endif

/* This object's header. */
#include "cell.h"

/* Local headers. */
#include "atomic.h"
#include "error.h"
#include "gravity.h"
#include "hydro.h"
#include "hydro_properties.h"
#include "scheduler.h"
#include "space.h"
#include "timers.h"

/* Global variables. */
int cell_next_tag = 0;

/**
 * @brief Get the size of the cell subtree.
 *
 * @param c The #cell.
 */
int cell_getsize(struct cell *c) {

  /* Number of cells in this subtree. */
  int count = 1;

  /* Sum up the progeny if split. */
  if (c->split)
    for (int k = 0; k < 8; k++)
      if (c->progeny[k] != NULL) count += cell_getsize(c->progeny[k]);

  /* Return the final count. */
  return count;
}

/**
 * @brief Unpack the data of a given cell and its sub-cells.
 *
 * @param pc An array of packed #pcell.
 * @param c The #cell in which to unpack the #pcell.
 * @param s The #space in which the cells are created.
 *
 * @return The number of cells created.
 */
int cell_unpack(struct pcell *pc, struct cell *c, struct space *s) {

#ifdef WITH_MPI

  /* Unpack the current pcell. */
  c->h_max = pc->h_max;
  c->ti_end_min = pc->ti_end_min;
  c->ti_end_max = pc->ti_end_max;
  c->count = pc->count;
  c->gcount = pc->gcount;
  c->tag = pc->tag;

  /* Number of new cells created. */
  int count = 1;

  /* Fill the progeny recursively, depth-first. */
  for (int k = 0; k < 8; k++)
    if (pc->progeny[k] >= 0) {
      struct cell *temp = space_getcell(s);
      temp->count = 0;
      temp->gcount = 0;
      temp->loc[0] = c->loc[0];
      temp->loc[1] = c->loc[1];
      temp->loc[2] = c->loc[2];
      temp->width[0] = c->width[0] / 2;
      temp->width[1] = c->width[1] / 2;
      temp->width[2] = c->width[2] / 2;
      temp->dmin = c->dmin / 2;
      if (k & 4) temp->loc[0] += temp->width[0];
      if (k & 2) temp->loc[1] += temp->width[1];
      if (k & 1) temp->loc[2] += temp->width[2];
      temp->depth = c->depth + 1;
      temp->split = 0;
      temp->dx_max = 0.f;
      temp->nodeID = c->nodeID;
      temp->parent = c;
      c->progeny[k] = temp;
      c->split = 1;
      count += cell_unpack(&pc[pc->progeny[k]], temp, s);
    }

  /* Return the total number of unpacked cells. */
  c->pcell_size = count;
  return count;

#else
  error("SWIFT was not compiled with MPI support.");
  return 0;
#endif
}

/**
 * @brief Link the cells recursively to the given #part array.
 *
 * @param c The #cell.
 * @param parts The #part array.
 *
 * @return The number of particles linked.
 */
int cell_link_parts(struct cell *c, struct part *parts) {

  c->parts = parts;

  /* Fill the progeny recursively, depth-first. */
  if (c->split) {
    int offset = 0;
    for (int k = 0; k < 8; k++) {
      if (c->progeny[k] != NULL)
        offset += cell_link_parts(c->progeny[k], &parts[offset]);
    }
  }

  /* Return the total number of linked particles. */
  return c->count;
}

/**
 * @brief Link the cells recursively to the given #gpart array.
 *
 * @param c The #cell.
 * @param gparts The #gpart array.
 *
 * @return The number of particles linked.
 */
int cell_link_gparts(struct cell *c, struct gpart *gparts) {

  c->gparts = gparts;

  /* Fill the progeny recursively, depth-first. */
  if (c->split) {
    int offset = 0;
    for (int k = 0; k < 8; k++) {
      if (c->progeny[k] != NULL)
        offset += cell_link_gparts(c->progeny[k], &gparts[offset]);
    }
  }

  /* Return the total number of linked particles. */
  return c->gcount;
}

/**
 * @brief Pack the data of the given cell and all it's sub-cells.
 *
 * @param c The #cell.
 * @param pc Pointer to an array of packed cells in which the
 *      cells will be packed.
 *
 * @return The number of packed cells.
 */
int cell_pack(struct cell *c, struct pcell *pc) {

#ifdef WITH_MPI

  /* Start by packing the data of the current cell. */
  pc->h_max = c->h_max;
  pc->ti_end_min = c->ti_end_min;
  pc->ti_end_max = c->ti_end_max;
  pc->count = c->count;
  pc->gcount = c->gcount;
  c->tag = pc->tag = atomic_inc(&cell_next_tag) % cell_max_tag;

  /* Fill in the progeny, depth-first recursion. */
  int count = 1;
  for (int k = 0; k < 8; k++)
    if (c->progeny[k] != NULL) {
      pc->progeny[k] = count;
      count += cell_pack(c->progeny[k], &pc[count]);
    } else
      pc->progeny[k] = -1;

  /* Return the number of packed cells used. */
  c->pcell_size = count;
  return count;

#else
  error("SWIFT was not compiled with MPI support.");
  return 0;
#endif
}

/**
 * @brief Pack the time information of the given cell and all it's sub-cells.
 *
 * @param c The #cell.
 * @param ti_ends (output) The time information we pack into
 *
 * @return The number of packed cells.
 */
int cell_pack_ti_ends(struct cell *c, int *ti_ends) {

#ifdef WITH_MPI

  /* Pack this cell's data. */
  ti_ends[0] = c->ti_end_min;

  /* Fill in the progeny, depth-first recursion. */
  int count = 1;
  for (int k = 0; k < 8; k++)
    if (c->progeny[k] != NULL) {
      count += cell_pack_ti_ends(c->progeny[k], &ti_ends[count]);
    }

  /* Return the number of packed values. */
  return count;

#else
  error("SWIFT was not compiled with MPI support.");
  return 0;
#endif
}

/**
 * @brief Unpack the time information of a given cell and its sub-cells.
 *
 * @param c The #cell
 * @param ti_ends The time information to unpack
 *
 * @return The number of cells created.
 */
int cell_unpack_ti_ends(struct cell *c, int *ti_ends) {

#ifdef WITH_MPI

  /* Unpack this cell's data. */
  c->ti_end_min = ti_ends[0];

  /* Fill in the progeny, depth-first recursion. */
  int count = 1;
  for (int k = 0; k < 8; k++)
    if (c->progeny[k] != NULL) {
      count += cell_unpack_ti_ends(c->progeny[k], &ti_ends[count]);
    }

  /* Return the number of packed values. */
  return count;

#else
  error("SWIFT was not compiled with MPI support.");
  return 0;
#endif
}

/**
 * @brief Lock a cell for access to its array of #part and hold its parents.
 *
 * @param c The #cell.
 * @return 0 on success, 1 on failure
 */
int cell_locktree(struct cell *c) {

  TIMER_TIC

  /* First of all, try to lock this cell. */
  if (c->hold || lock_trylock(&c->lock) != 0) {
    TIMER_TOC(timer_locktree);
    return 1;
  }

  /* Did somebody hold this cell in the meantime? */
  if (c->hold) {

    /* Unlock this cell. */
    if (lock_unlock(&c->lock) != 0) error("Failed to unlock cell.");

    /* Admit defeat. */
    TIMER_TOC(timer_locktree);
    return 1;
  }

  /* Climb up the tree and lock/hold/unlock. */
  struct cell *finger;
  for (finger = c->parent; finger != NULL; finger = finger->parent) {

    /* Lock this cell. */
    if (lock_trylock(&finger->lock) != 0) break;

    /* Increment the hold. */
    atomic_inc(&finger->hold);

    /* Unlock the cell. */
    if (lock_unlock(&finger->lock) != 0) error("Failed to unlock cell.");
  }

  /* If we reached the top of the tree, we're done. */
  if (finger == NULL) {
    TIMER_TOC(timer_locktree);
    return 0;
  }

  /* Otherwise, we hit a snag. */
  else {

    /* Undo the holds up to finger. */
    for (struct cell *finger2 = c->parent; finger2 != finger;
         finger2 = finger2->parent)
      atomic_dec(&finger2->hold);

    /* Unlock this cell. */
    if (lock_unlock(&c->lock) != 0) error("Failed to unlock cell.");

    /* Admit defeat. */
    TIMER_TOC(timer_locktree);
    return 1;
  }
}

/**
 * @brief Lock a cell for access to its array of #gpart and hold its parents.
 *
 * @param c The #cell.
 * @return 0 on success, 1 on failure
 */
int cell_glocktree(struct cell *c) {

  TIMER_TIC

  /* First of all, try to lock this cell. */
  if (c->ghold || lock_trylock(&c->glock) != 0) {
    TIMER_TOC(timer_locktree);
    return 1;
  }

  /* Did somebody hold this cell in the meantime? */
  if (c->ghold) {

    /* Unlock this cell. */
    if (lock_unlock(&c->glock) != 0) error("Failed to unlock cell.");

    /* Admit defeat. */
    TIMER_TOC(timer_locktree);
    return 1;
  }

  /* Climb up the tree and lock/hold/unlock. */
  struct cell *finger;
  for (finger = c->parent; finger != NULL; finger = finger->parent) {

    /* Lock this cell. */
    if (lock_trylock(&finger->glock) != 0) break;

    /* Increment the hold. */
    atomic_inc(&finger->ghold);

    /* Unlock the cell. */
    if (lock_unlock(&finger->glock) != 0) error("Failed to unlock cell.");
  }

  /* If we reached the top of the tree, we're done. */
  if (finger == NULL) {
    TIMER_TOC(timer_locktree);
    return 0;
  }

  /* Otherwise, we hit a snag. */
  else {

    /* Undo the holds up to finger. */
    for (struct cell *finger2 = c->parent; finger2 != finger;
         finger2 = finger2->parent)
      atomic_dec(&finger2->ghold);

    /* Unlock this cell. */
    if (lock_unlock(&c->glock) != 0) error("Failed to unlock cell.");

    /* Admit defeat. */
    TIMER_TOC(timer_locktree);
    return 1;
  }
}

/**
 * @brief Unlock a cell's parents for access to #part array.
 *
 * @param c The #cell.
 */
void cell_unlocktree(struct cell *c) {

  TIMER_TIC

  /* First of all, try to unlock this cell. */
  if (lock_unlock(&c->lock) != 0) error("Failed to unlock cell.");

  /* Climb up the tree and unhold the parents. */
  for (struct cell *finger = c->parent; finger != NULL; finger = finger->parent)
    atomic_dec(&finger->hold);

  TIMER_TOC(timer_locktree);
}

/**
 * @brief Unlock a cell's parents for access to #gpart array.
 *
 * @param c The #cell.
 */
void cell_gunlocktree(struct cell *c) {

  TIMER_TIC

  /* First of all, try to unlock this cell. */
  if (lock_unlock(&c->glock) != 0) error("Failed to unlock cell.");

  /* Climb up the tree and unhold the parents. */
  for (struct cell *finger = c->parent; finger != NULL; finger = finger->parent)
    atomic_dec(&finger->ghold);

  TIMER_TOC(timer_locktree);
}

/**
 * @brief Sort the parts into eight bins along the given pivots.
 *
 * @param c The #cell array to be sorted.
 * @param parts_offset Offset of the cell parts array relative to the
 *        space's parts array, i.e. c->parts - s->parts.
 */
void cell_split(struct cell *c, ptrdiff_t parts_offset) {

  int i, j;
  const int count = c->count, gcount = c->gcount;
  struct part *parts = c->parts;
  struct xpart *xparts = c->xparts;
  struct gpart *gparts = c->gparts;
  int left[8], right[8];
  double pivot[3];

  /* Init the pivots. */
  for (int k = 0; k < 3; k++) pivot[k] = c->loc[k] + c->width[k] / 2;

  /* Split along the x-axis. */
  i = 0;
  j = count - 1;
  while (i <= j) {
    while (i <= count - 1 && parts[i].x[0] <= pivot[0]) i += 1;
    while (j >= 0 && parts[j].x[0] > pivot[0]) j -= 1;
    if (i < j) {
      struct part temp = parts[i];
      parts[i] = parts[j];
      parts[j] = temp;
      struct xpart xtemp = xparts[i];
      xparts[i] = xparts[j];
      xparts[j] = xtemp;
    }
  }

#ifdef SWIFT_DEBUG_CHECKS
  for (int k = 0; k <= j; k++)
    if (parts[k].x[0] > pivot[0]) error("cell_split: sorting failed.");
  for (int k = i; k < count; k++)
    if (parts[k].x[0] < pivot[0]) error("cell_split: sorting failed.");
#endif

  left[1] = i;
  right[1] = count - 1;
  left[0] = 0;
  right[0] = j;

  /* Split along the y axis, twice. */
  for (int k = 1; k >= 0; k--) {
    i = left[k];
    j = right[k];
    while (i <= j) {
      while (i <= right[k] && parts[i].x[1] <= pivot[1]) i += 1;
      while (j >= left[k] && parts[j].x[1] > pivot[1]) j -= 1;
      if (i < j) {
        struct part temp = parts[i];
        parts[i] = parts[j];
        parts[j] = temp;
        struct xpart xtemp = xparts[i];
        xparts[i] = xparts[j];
        xparts[j] = xtemp;
      }
    }

#ifdef SWIFT_DEBUG_CHECKS
    for (int kk = left[k]; kk <= j; kk++)
      if (parts[kk].x[1] > pivot[1]) {
        message("ival=[%i,%i], i=%i, j=%i.", left[k], right[k], i, j);
        error("sorting failed (left).");
      }
    for (int kk = i; kk <= right[k]; kk++)
      if (parts[kk].x[1] < pivot[1]) error("sorting failed (right).");
#endif

    left[2 * k + 1] = i;
    right[2 * k + 1] = right[k];
    left[2 * k] = left[k];
    right[2 * k] = j;
  }

  /* Split along the z axis, four times. */
  for (int k = 3; k >= 0; k--) {
    i = left[k];
    j = right[k];
    while (i <= j) {
      while (i <= right[k] && parts[i].x[2] <= pivot[2]) i += 1;
      while (j >= left[k] && parts[j].x[2] > pivot[2]) j -= 1;
      if (i < j) {
        struct part temp = parts[i];
        parts[i] = parts[j];
        parts[j] = temp;
        struct xpart xtemp = xparts[i];
        xparts[i] = xparts[j];
        xparts[j] = xtemp;
      }
    }

#ifdef SWIFT_DEBUG_CHECKS
    for (int kk = left[k]; kk <= j; kk++)
      if (parts[kk].x[2] > pivot[2]) {
        message("ival=[%i,%i], i=%i, j=%i.", left[k], right[k], i, j);
        error("sorting failed (left).");
      }
    for (int kk = i; kk <= right[k]; kk++)
      if (parts[kk].x[2] < pivot[2]) {
        message("ival=[%i,%i], i=%i, j=%i.", left[k], right[k], i, j);
        error("sorting failed (right).");
      }
#endif

    left[2 * k + 1] = i;
    right[2 * k + 1] = right[k];
    left[2 * k] = left[k];
    right[2 * k] = j;
  }

  /* Store the counts and offsets. */
  for (int k = 0; k < 8; k++) {
    c->progeny[k]->count = right[k] - left[k] + 1;
    c->progeny[k]->parts = &c->parts[left[k]];
    c->progeny[k]->xparts = &c->xparts[left[k]];
  }

  /* Re-link the gparts. */
  if (count > 0 && gcount > 0) part_relink_gparts(parts, count, parts_offset);

#ifdef SWIFT_DEBUG_CHECKS
  /* Verify that _all_ the parts have been assigned to a cell. */
  for (int k = 1; k < 8; k++)
    if (&c->progeny[k - 1]->parts[c->progeny[k - 1]->count] !=
        c->progeny[k]->parts)
      error("Particle sorting failed (internal consistency).");
  if (c->progeny[0]->parts != c->parts)
    error("Particle sorting failed (left edge).");
  if (&c->progeny[7]->parts[c->progeny[7]->count] != &c->parts[count])
    error("Particle sorting failed (right edge).");

  /* Verify a few sub-cells. */
  for (int k = 0; k < c->progeny[0]->count; k++)
    if (c->progeny[0]->parts[k].x[0] > pivot[0] ||
        c->progeny[0]->parts[k].x[1] > pivot[1] ||
        c->progeny[0]->parts[k].x[2] > pivot[2])
      error("Sorting failed (progeny=0).");
  for (int k = 0; k < c->progeny[1]->count; k++)
    if (c->progeny[1]->parts[k].x[0] > pivot[0] ||
        c->progeny[1]->parts[k].x[1] > pivot[1] ||
        c->progeny[1]->parts[k].x[2] <= pivot[2])
      error("Sorting failed (progeny=1).");
  for (int k = 0; k < c->progeny[2]->count; k++)
    if (c->progeny[2]->parts[k].x[0] > pivot[0] ||
        c->progeny[2]->parts[k].x[1] <= pivot[1] ||
        c->progeny[2]->parts[k].x[2] > pivot[2])
      error("Sorting failed (progeny=2).");
#endif

  /* Now do the same song and dance for the gparts. */

  /* Split along the x-axis. */
  i = 0;
  j = gcount - 1;
  while (i <= j) {
    while (i <= gcount - 1 && gparts[i].x[0] <= pivot[0]) i += 1;
    while (j >= 0 && gparts[j].x[0] > pivot[0]) j -= 1;
    if (i < j) {
      struct gpart gtemp = gparts[i];
      gparts[i] = gparts[j];
      gparts[j] = gtemp;
    }
  }
  left[1] = i;
  right[1] = gcount - 1;
  left[0] = 0;
  right[0] = j;

  /* Split along the y axis, twice. */
  for (int k = 1; k >= 0; k--) {
    i = left[k];
    j = right[k];
    while (i <= j) {
      while (i <= right[k] && gparts[i].x[1] <= pivot[1]) i += 1;
      while (j >= left[k] && gparts[j].x[1] > pivot[1]) j -= 1;
      if (i < j) {
        struct gpart gtemp = gparts[i];
        gparts[i] = gparts[j];
        gparts[j] = gtemp;
      }
    }
    left[2 * k + 1] = i;
    right[2 * k + 1] = right[k];
    left[2 * k] = left[k];
    right[2 * k] = j;
  }

  /* Split along the z axis, four times. */
  for (int k = 3; k >= 0; k--) {
    i = left[k];
    j = right[k];
    while (i <= j) {
      while (i <= right[k] && gparts[i].x[2] <= pivot[2]) i += 1;
      while (j >= left[k] && gparts[j].x[2] > pivot[2]) j -= 1;
      if (i < j) {
        struct gpart gtemp = gparts[i];
        gparts[i] = gparts[j];
        gparts[j] = gtemp;
      }
    }
    left[2 * k + 1] = i;
    right[2 * k + 1] = right[k];
    left[2 * k] = left[k];
    right[2 * k] = j;
  }

  /* Store the counts and offsets. */
  for (int k = 0; k < 8; k++) {
    c->progeny[k]->gcount = right[k] - left[k] + 1;
    c->progeny[k]->gparts = &c->gparts[left[k]];
  }

  /* Re-link the parts. */
  if (count > 0 && gcount > 0)
    part_relink_parts(gparts, gcount, parts - parts_offset);
}

/**
 * @brief Sanitizes the smoothing length values of cells by setting large
 * outliers to more sensible values.
 *
 * We compute the mean and standard deviation of the smoothing lengths in
 * logarithmic space and limit values to mean + 4 sigma.
 *
 * @param c The cell.
 */
void cell_sanitize(struct cell *c) {

  const int count = c->count;
  struct part *parts = c->parts;

  /* First collect some statistics */
  float h_mean = 0.f, h_mean2 = 0.f;
  float h_min = FLT_MAX, h_max = 0.f;
  for (int i = 0; i < count; ++i) {

    const float h = logf(parts[i].h);
    h_mean += h;
    h_mean2 += h * h;
    h_max = max(h_max, h);
    h_min = min(h_min, h);
  }
  h_mean /= count;
  h_mean2 /= count;
  const float h_var = h_mean2 - h_mean * h_mean;
  const float h_std = (h_var > 0.f) ? sqrtf(h_var) : 0.1f * h_mean;

  /* Choose a cut */
  const float h_limit = expf(h_mean + 4.f * h_std);

  /* Be verbose this is not innocuous */
  message("Cell properties: h_min= %f h_max= %f geometric mean= %f.",
          expf(h_min), expf(h_max), expf(h_mean));

  if (c->h_max > h_limit) {

    message("Smoothing lengths will be limited to (mean + 4sigma)= %f.",
            h_limit);

    /* Apply the cut */
    for (int i = 0; i < count; ++i) parts->h = min(parts[i].h, h_limit);

    c->h_max = h_limit;

  } else {

    message("Smoothing lengths will not be limited.");
  }
}

/**
 * @brief Converts hydro quantities to a valid state after the initial density
 * calculation
 *
 * @param c Cell to act upon
 * @param data Unused parameter
 */
void cell_convert_hydro(struct cell *c, void *data) {

  struct part *p = c->parts;

  for (int i = 0; i < c->count; ++i) {
    hydro_convert_quantities(&p[i]);
  }
}

/**
 * @brief Cleans the links in a given cell.
 *
 * @param c Cell to act upon
 * @param data Unused parameter
 */
void cell_clean_links(struct cell *c, void *data) {
  c->density = NULL;
  c->gradient = NULL;
  c->force = NULL;
  c->grav = NULL;
}

/**
 * @brief Checks whether the cells are direct neighbours ot not. Both cells have
 * to be of the same size
 *
 * @param ci First #cell.
 * @param cj Second #cell.
 *
 * @todo Deal with periodicity.
 */
int cell_are_neighbours(const struct cell *restrict ci,
                        const struct cell *restrict cj) {

#ifdef SWIFT_DEBUG_CHECKS
  if (ci->width[0] != cj->width[0]) error("Cells of different size !");
#endif

  /* Maximum allowed distance */
  const double min_dist =
      1.2 * ci->width[0]; /* 1.2 accounts for rounding errors */

  /* (Manhattan) Distance between the cells */
  for (int k = 0; k < 3; k++) {
    const double center_i = ci->loc[k];
    const double center_j = cj->loc[k];
    if (fabsf(center_i - center_j) > min_dist) return 0;
  }

  return 1;
}

/**
 * @brief Computes the multi-pole brutally and compare to the
 * recursively computed one.
 *
 * @param c Cell to act upon
 * @param data Unused parameter
 */
void cell_check_multipole(struct cell *c, void *data) {

  struct multipole ma;

  if (c->gcount > 0) {

    /* Brute-force calculation */
    multipole_init(&ma, c->gparts, c->gcount);

    /* Compare with recursive one */
    struct multipole mb = c->multipole;

    if (fabsf(ma.mass - mb.mass) / fabsf(ma.mass + mb.mass) > 1e-5)
      error("Multipole masses are different (%12.15e vs. %12.15e)", ma.mass,
            mb.mass);

    for (int k = 0; k < 3; ++k)
      if (fabsf(ma.CoM[k] - mb.CoM[k]) / fabsf(ma.CoM[k] + mb.CoM[k]) > 1e-5)
        error("Multipole CoM are different (%12.15e vs. %12.15e", ma.CoM[k],
              mb.CoM[k]);

    if (fabsf(ma.I_xx - mb.I_xx) / fabsf(ma.I_xx + mb.I_xx) > 1e-5 &&
        ma.I_xx > 1e-9)
      error("Multipole I_xx are different (%12.15e vs. %12.15e)", ma.I_xx,
            mb.I_xx);
    if (fabsf(ma.I_yy - mb.I_yy) / fabsf(ma.I_yy + mb.I_yy) > 1e-5 &&
        ma.I_yy > 1e-9)
      error("Multipole I_yy are different (%12.15e vs. %12.15e)", ma.I_yy,
            mb.I_yy);
    if (fabsf(ma.I_zz - mb.I_zz) / fabsf(ma.I_zz + mb.I_zz) > 1e-5 &&
        ma.I_zz > 1e-9)
      error("Multipole I_zz are different (%12.15e vs. %12.15e)", ma.I_zz,
            mb.I_zz);
    if (fabsf(ma.I_xy - mb.I_xy) / fabsf(ma.I_xy + mb.I_xy) > 1e-5 &&
        ma.I_xy > 1e-9)
      error("Multipole I_xy are different (%12.15e vs. %12.15e)", ma.I_xy,
            mb.I_xy);
    if (fabsf(ma.I_xz - mb.I_xz) / fabsf(ma.I_xz + mb.I_xz) > 1e-5 &&
        ma.I_xz > 1e-9)
      error("Multipole I_xz are different (%12.15e vs. %12.15e)", ma.I_xz,
            mb.I_xz);
    if (fabsf(ma.I_yz - mb.I_yz) / fabsf(ma.I_yz + mb.I_yz) > 1e-5 &&
        ma.I_yz > 1e-9)
      error("Multipole I_yz are different (%12.15e vs. %12.15e)", ma.I_yz,
            mb.I_yz);
  }
}

/**
 * @brief Frees up the memory allocated for this #cell.
 *
 * @param c The #cell.
 */
void cell_clean(struct cell *c) {

  free(c->sort);

  /* Recurse */
  for (int k = 0; k < 8; k++)
    if (c->progeny[k]) cell_clean(c->progeny[k]);
}

/**
 * @brief Checks whether a given cell needs drifting or not.
 *
 * @param c the #cell.
 * @param ti_current The current time on the integer time-line.
 *
 * @return 1 If the cell needs drifting, 0 otherwise.
 */
int cell_is_drift_needed(struct cell *c, int ti_current) {

  /* Do we have at least one active particle in the cell ?*/
  if (c->ti_end_min == ti_current) return 1;

  /* Loop over the pair tasks that involve this cell */
  for (struct link *l = c->density; l != NULL; l = l->next) {

    if (l->t->type != task_type_pair && l->t->type != task_type_sub_pair)
      continue;

    /* Does the other cell in the pair have an active particle ? */
    if ((l->t->ci == c && l->t->cj->ti_end_min == ti_current) ||
        (l->t->cj == c && l->t->ci->ti_end_min == ti_current))
      return 1;
  }

  /* No neighbouring cell has active particles. Drift not necessary */
  return 0;
}

/**
 * @brief Un-skips all the tasks associated with a given cell and checks
 * if the space needs to be rebuilt.
 *
 * @param c the #cell.
 * @param s the #scheduler.
 *
 * @return 1 If the space needs rebuilding. 0 otherwise.
 */
int cell_unskip_tasks(struct cell *c, struct scheduler *s) {

  /* Un-skip the density tasks involved with this cell. */
  for (struct link *l = c->density; l != NULL; l = l->next) {
    struct task *t = l->t;
    const struct cell *ci = t->ci;
    const struct cell *cj = t->cj;
    scheduler_activate(s, t);

    /* Set the correct sorting flags */
    if (t->type == task_type_pair) {
      if (!(ci->sorted & (1 << t->flags))) {
        atomic_or(&ci->sorts->flags, (1 << t->flags));
        scheduler_activate(s, ci->sorts);
      }
      if (!(cj->sorted & (1 << t->flags))) {
        atomic_or(&cj->sorts->flags, (1 << t->flags));
        scheduler_activate(s, cj->sorts);
      }
    }

    /* Check whether there was too much particle motion */
    if (t->type == task_type_pair || t->type == task_type_sub_pair) {
      if (t->tight &&
          (max(ci->h_max, cj->h_max) + ci->dx_max + cj->dx_max > cj->dmin ||
           ci->dx_max > space_maxreldx * ci->h_max ||
           cj->dx_max > space_maxreldx * cj->h_max))
        return 1;

#ifdef WITH_MPI
      /* Activate the send/recv flags. */
      if (ci->nodeID != engine_rank) {

        /* Activate the tasks to recv foreign cell ci's data. */
        scheduler_activate(s, ci->recv_xv);
        scheduler_activate(s, ci->recv_rho);
        scheduler_activate(s, ci->recv_ti);

        /* Look for the local cell cj's send tasks. */
        struct link *l = NULL;
        for (l = cj->send_xv; l != NULL && l->t->cj->nodeID != ci->nodeID;
             l = l->next)
          ;
        if (l == NULL) error("Missing link to send_xv task.");
        scheduler_activate(s, l->t);

        for (l = cj->send_rho; l != NULL && l->t->cj->nodeID != ci->nodeID;
             l = l->next)
          ;
        if (l == NULL) error("Missing link to send_rho task.");
        scheduler_activate(s, l->t);

        for (l = cj->send_ti; l != NULL && l->t->cj->nodeID != ci->nodeID;
             l = l->next)
          ;
        if (l == NULL) error("Missing link to send_ti task.");
        scheduler_activate(s, l->t);

      } else if (cj->nodeID != engine_rank) {

        /* Activate the tasks to recv foreign cell cj's data. */
        scheduler_activate(s, cj->recv_xv);
        scheduler_activate(s, cj->recv_rho);
        scheduler_activate(s, cj->recv_ti);
        /* Look for the local cell ci's send tasks. */
        struct link *l = NULL;
        for (l = ci->send_xv; l != NULL && l->t->cj->nodeID != cj->nodeID;
             l = l->next)
          ;
        if (l == NULL) error("Missing link to send_xv task.");
        scheduler_activate(s, l->t);

        for (l = ci->send_rho; l != NULL && l->t->cj->nodeID != cj->nodeID;
             l = l->next)
          ;
        if (l == NULL) error("Missing link to send_rho task.");
        scheduler_activate(s, l->t);

        for (l = ci->send_ti; l != NULL && l->t->cj->nodeID != cj->nodeID;
             l = l->next)
          ;
        if (l == NULL) error("Missing link to send_ti task.");
        scheduler_activate(s, l->t);
      }
#endif
    }
  }

  /* Unskip all the other task types. */
  for (struct link *l = c->gradient; l != NULL; l = l->next)
    scheduler_activate(s, l->t);
  for (struct link *l = c->force; l != NULL; l = l->next)
    scheduler_activate(s, l->t);
  for (struct link *l = c->grav; l != NULL; l = l->next)
    scheduler_activate(s, l->t);
  if (c->extra_ghost != NULL) scheduler_activate(s, c->extra_ghost);
  if (c->ghost != NULL) scheduler_activate(s, c->ghost);
  if (c->init != NULL) scheduler_activate(s, c->init);
  if (c->kick != NULL) scheduler_activate(s, c->kick);