path: root/Carpet/CarpetInterp2/src/fasterp.cc

#include <cctk.h>
#include <cctk_Parameters.h>

#include <algorithm>
#include <cassert>
#include <cmath>
#include <cstddef>
#include <cstdlib>
#include <iostream>
#include <sstream>

#ifdef CCTK_MPI
#  include <mpi.h>
#else
#  include "nompi.h"
#endif

#include <cacheinfo.hh>
#include <carpet.hh>
#include <vect.hh>
#include <Timer.hh>

#include "fasterp.hh"

#ifdef CARPETINTERP2_CHECK
#  define CI2C(x,y) x,y
#else
#  define CI2C(x,y)
#endif



namespace CarpetInterp2 {
  
  
  
  int const ipoison = -1234567890;
  CCTK_REAL const poison = -1.0e+12;
  
  int get_poison (int const &) CCTK_ATTRIBUTE_CONST;
  int get_poison (int const &) { return ipoison; }
  CCTK_REAL get_poison (CCTK_REAL const &) CCTK_ATTRIBUTE_CONST;
  CCTK_REAL get_poison (CCTK_REAL const &) { return poison; }
  
  template <typename T>
  void fill (vector<T> & v, T const & val)
  {
    // fill (v.begin(), v.end(), val);
#pragma omp parallel for
    for (int n=0; n<int(v.size()); ++n) {
      v.AT(n) = val;
    }
  }
  
  template <typename T>
  void fill_with_poison (vector<T> & v)
  {
#ifndef NDEBUG
    T dummy;
    fill (v, get_poison(dummy));
    // fill (v.begin(), v.end(), get_poison(dummy));
#endif
  }
  
  template <typename T>
  void check_for_poison (vector<T> const & v)
  {
#pragma omp parallel for
    for (int n=0; n<int(v.size()); ++n) {
      T dummy;
      assert (v.AT(n) != get_poison(dummy));
    }
  }
  
  
  
  // Create an MPI datatype for location information
  MPI_Datatype
  fasterp_iloc_t::mpi_datatype ()
  {
    static bool initialised = false;
    static MPI_Datatype newtype;
    if (not initialised) {
      static fasterp_iloc_t s;
#define ENTRY(type, name)                                               \
      {                                                                 \
        sizeof s.name / sizeof(type), /* count elements */              \
          (char*)&s.name - (char*)&s, /* offsetof doesn't work (why?) */ \
          dist::mpi_datatype<type>(), /* find MPI datatype */           \
          STRINGIFY(name), /* field name */                             \
          STRINGIFY(type), /* type name */                              \
          }
      dist::mpi_struct_descr_t const descr[] = {
        ENTRY(int, mrc),
#ifdef CARPETINTERP2_CHECK
        ENTRY(int, pn),
        ENTRY(int, ipos),
        ENTRY(int, ind),
#endif
        ENTRY(int, ind3d),
        ENTRY(CCTK_REAL, offset),
        {1, sizeof(s), MPI_UB, "MPI_UB", "MPI_UB"}
      };
#undef ENTRY
      newtype =
        dist::create_mpi_datatype (sizeof descr / sizeof descr[0], descr,
                                   "fasterp_iloc_t::mpi_datatype", sizeof s);
      initialised = true;
    }
    return newtype;
  }
  
  void
  fasterp_iloc_t::
  output (ostream& os)
    const
  {
    os << "fasterp_iloc_t{"
       << "mrc=" << mrc << ","
#ifdef CARPETINTERP2_CHECK
       << "pn=" << pn << ","
       << "ipos=" << ipos << ","
       << "ind=" << ind << ","
#endif
       << "ind3d=" << ind3d << ","
       << "offset=" << offset << "}";
  }
  
  
  
  //////////////////////////////////////////////////////////////////////////////
  //////////////////////////////////////////////////////////////////////////////
  //////////////////////////////////////////////////////////////////////////////
  
  
  
  int mrc_t::maps       = -1;
  int mrc_t::reflevels  = -1;
  int mrc_t::components = -1;
  
  void
  mrc_t::
  determine_mrc_info ()
  {
    maps = Carpet::maps;
    reflevels = Carpet::reflevels;
    components = 0;
    for (int m=0; m<maps; ++m) {
      for (int rl=0; rl<reflevels; ++rl) {
        int const ncomps = Carpet::vhh.AT(m)->components (rl);
        components = max (components, ncomps);
      }
    }
  }
  
  mrc_t::
  mrc_t (int ind)
  {
    assert (ind >= 0);
    int const ind0 = ind;
    c = ind % components;
    ind /= components;
    rl = ind % reflevels;
    ind /= reflevels;
    m = ind % maps;
    ind /= maps;
    assert (ind == 0);
    assert (get_ind() == ind0);
  }
  
  void
  mrc_t::
  output (ostream& os)
    const
  {
    os << "mrc{m=" << m << ",rl=" << rl << ",c=" << c << "}";
  }
  
  
  
  void
  pn_t::
  output (ostream& os)
    const
  {
    os << "pn{p=" << p << ",n=" << n << "}";
  }
  
  
  
  //////////////////////////////////////////////////////////////////////////////
  //////////////////////////////////////////////////////////////////////////////
  //////////////////////////////////////////////////////////////////////////////
  
  
  
  // Calculate the coefficients for one interpolation stencil
  // TODO: Could templatify this function on the order to improve
  // efficiency
  int
  fasterp_src_loc_t::
  calc_stencil (fasterp_iloc_t const & iloc,
                ivect const & ash,
#ifdef CARPETINTERP2_CHECK
                ivect const & lsh,
#endif
                int const order)
  {
    assert (order <= max_order);
    CCTK_REAL const eps = 1.0e-12;
    
#ifdef CARPETINTERP2_CHECK
    mrc  = iloc.mrc;
    pn   = iloc.pn;
    ipos = iloc.ipos;
    
    // Save ash
    saved_ash = ash;
#endif
    
#ifndef NDEBUG
    // Poison all coefficients
    for (int d=0; d<dim; ++d) {
      for (int n=0; n<=max_order; ++n) {
        coeffs[d][n] = poison;
      }
    }
#endif
    
    if (order == 0) {
      // Special case
      for (int d=0; d<dim; ++d) {
        exact[d] = true;
      }
      
#ifdef CARPETINTERP2_CHECK
      ind   = iloc.ind;
#endif
      ind3d = iloc.ind3d;
      return 0;
    }
    
    // Choose stencil anchor (first stencil point)
    ivect iorigin;
    if (order % 2 == 0) {
      iorigin = - ivect(order/2);
    } else {
      // Potentially shift the stencil anchor for odd interpolation
      // orders (i.e., for even numbers of stencil points)
      ivect const ioffset (iloc.offset < CCTK_REAL(0.0));
      iorigin = - ivect((order-1)/2) - ioffset;
    }
    rvect const offset = iloc.offset - rvect(iorigin);
    // Ensure that the stencil is centred
    assert (all (offset >= CCTK_REAL(0.5)*(order-1) and
                 offset < CCTK_REAL(0.5)*(order+1)));
    
    for (int d=0; d<dim; ++d) {
      // C_n = PRODUCT_m,m!=n [(x - x_m) / (x_n - x_m)]
      CCTK_REAL const x = offset[d];
      // round is not available with PGI compilers
      // CCTK_REAL const rx = round(x);
      CCTK_REAL const rx = floor(x+0.5);
      if (abs(x - rx) < eps * (1.0 + abs(x))) {
        // The interpolation point coincides with a grid point; no
        // interpolation is necessary (this is a special case)
        iorigin[d] += int(rx);
        exact[d] = true;
      } else {
        for (int n=0; n<=order; ++n) {
          CCTK_REAL const xn = n;
          CCTK_REAL c = 1.0;
          for (int m=0; m<=order; ++m) {
            if (m != n) {
              CCTK_REAL const xm = m;
              c *= (x - xm) / (xn - xm);
            }
          }
          coeffs[d][n] = c;
        }
        exact[d] = false;
        // The sum of the coefficients must be one
        CCTK_REAL s = 0.0;
        for (int n=0; n<=order; ++n) {
          s += coeffs[d][n];
        }
        assert (abs(s - 1.0) <= eps);
      }
    }
    
    // Set 3D location of stencil anchor
#ifdef CARPETINTERP2_CHECK
    ind = iloc.ind + iorigin;
    if (not (all (ind>=0 and ind+either(exact,0,order)<lsh))) {
      stringstream buf;
      buf << "*this=" << *this << " iloc=" << iloc << " "
          << "lsh=" << lsh << " order=" << order;
      CCTK_VWarn (CCTK_WARN_ALERT, __LINE__, __FILE__, CCTK_THORNSTRING,
                  "Array access out of bounds: %s. Most likely, the interpolation point is too close to an outer or to a symmetry/inter-patch boundary. More information follows...",
                  buf.str().c_str());
      return -1;
    }
#endif
    ind3d = iloc.ind3d + index(ash, iorigin);
#ifdef CARPETINTERP2_CHECK
    assert (index(ash,ind) == ind3d);
#endif
    return 0;
  }
  
  
  
  // Interpolate a set of variables at the same location, with a given
  // set of interpolation coefficients.  The template mechanism allows
  // the order in each direction to be different; in particular, the
  // order can be 0 if the interpolation location coincides with a
  // source grid point.  For interpolation to order O, this function
  // should be instantiated eight times, with On=O and On=0, for
  // n=[0,1,2].  We hope that the compiler optimises the for loops
  // away if On=0.
  template <int O0, int O1, int O2>
  void
  fasterp_src_loc_t::
  interpolate (ivect const & ash,
#ifdef CARPETINTERP2_CHECK
               ivect const & lsh,
#endif
               vector<CCTK_REAL const *> const & varptrs,
               CCTK_REAL * restrict const vals)
    const
  {
#ifdef CARPETINTERP2_CHECK
    assert (all (ash == saved_ash));
#endif
    assert (O0 == 0 or not exact[0]);
    assert (O1 == 0 or not exact[1]);
    assert (O2 == 0 or not exact[2]);
    
    size_t const di = 1;
    size_t const dj = di * ash[0];
    size_t const dk = dj * ash[1];
    
#ifdef CARPETINTERP2_CHECK
    assert (all (ind>=0 and ind+ivect(O0,O1,O2)<lsh));
    assert (ind3d == index(ash,ind));
    assert (int(di*ind[0] + dj*ind[1] + dk*ind[2]) == index(ash,ind));
#endif
    
    for (size_t v=0; v<varptrs.size(); ++v) {
      vals[v] = 0.0;
    }
    
    for (size_t k=0; k<=O2; ++k) {
      assert (O2 == 0 or coeffs[2][k] != poison);
      CCTK_REAL const coeff_k = (O2==0 ? 1.0 : coeffs[2][k]);
      for (size_t j=0; j<=O1; ++j) {
        assert (O1 == 0 or coeffs[1][j] != poison);
        CCTK_REAL const coeff_jk = coeff_k * (O1==0 ? 1.0 : coeffs[1][j]);
        for (size_t i=0; i<=O0; ++i) {
          assert (O0 == 0 or coeffs[0][i] != poison);
          CCTK_REAL const coeff_ijk = coeff_jk * (O0==0 ? 1.0 : coeffs[0][i]);
          
          for (size_t v=0; v<varptrs.size(); ++v) {
            vals[v] += coeff_ijk * varptrs.AT(v)[ind3d + i*di + j*dj + k*dk];
            
          } // for v
          
        }
      }
    }
#ifdef CARPETINTERP2_CHECK
#  if 0
    for (size_t v=0; v<varptrs.size(); ++v) {
      vals[v] = ind[0] + 1000 * (ind[1] + 1000 * ind[2]);
    } // for v
#  endif
#  if 0
    for (size_t v=0; v<varptrs.size(); ++v) {
      vals[v] = pn.p * 1000000 + pn.n;
    } // for v
#  endif
#endif
  }
  
  
  
  // Interpolate a set of variables at the same location, with a given
  // set of interpolation coefficients.  This calls the specialised
  // interpolation function, depending on whether interpolation is
  // exact in each of the directions.
  template <int O>
  void
  fasterp_src_loc_t::
  interpolate (ivect const & ash,
#ifdef CARPETINTERP2_CHECK
               ivect const & lsh,
#endif
               vector<CCTK_REAL const *> const & varptrs,
               CCTK_REAL * restrict const vals)
    const
  {
    int const Z = 0;
    if (exact[2]) {
      if (exact[1]) {
        if (exact[0]) {
          interpolate<Z,Z,Z> (ash, CI2C(lsh,) varptrs, vals);
        } else {
          interpolate<O,Z,Z> (ash, CI2C(lsh,) varptrs, vals);
        }
      } else {
        if (exact[0]) {
          interpolate<Z,O,Z> (ash, CI2C(lsh,) varptrs, vals);
        } else {
          interpolate<O,O,Z> (ash, CI2C(lsh,) varptrs, vals);
        }
      }
    } else {
      if (exact[1]) {
        if (exact[0]) {
          interpolate<Z,Z,O> (ash, CI2C(lsh,) varptrs, vals);
        } else {
          interpolate<O,Z,O> (ash, CI2C(lsh,) varptrs, vals);
        }
      } else {
        if (exact[0]) {
          interpolate<Z,O,O> (ash, CI2C(lsh,) varptrs, vals);
        } else {
          interpolate<O,O,O> (ash, CI2C(lsh,) varptrs, vals);
        }
      }
    }
  }
  
  
  
  // Interpolate a set of variables at the same location, with a given
  // set of interpolation coefficients.  This calls a specialised
  // interpolation function, depending on whether interpolation is
  // exact in each of the directions.
  void
  fasterp_src_loc_t::
  interpolate (ivect const & ash,
#ifdef CARPETINTERP2_CHECK
               ivect const & lsh,
#endif
               int const order,
               vector<CCTK_REAL const *> const & varptrs,
               CCTK_REAL * restrict const vals)
    const
  {
    switch (order) {
    case  0: interpolate< 0> (ash, CI2C(lsh,) varptrs, vals); break;
    case  1: interpolate< 1> (ash, CI2C(lsh,) varptrs, vals); break;
    case  2: interpolate< 2> (ash, CI2C(lsh,) varptrs, vals); break;
    case  3: interpolate< 3> (ash, CI2C(lsh,) varptrs, vals); break;
    case  4: interpolate< 4> (ash, CI2C(lsh,) varptrs, vals); break;
    case  5: interpolate< 5> (ash, CI2C(lsh,) varptrs, vals); break;
    case  6: interpolate< 6> (ash, CI2C(lsh,) varptrs, vals); break;
    case  7: interpolate< 7> (ash, CI2C(lsh,) varptrs, vals); break;
    case  8: interpolate< 8> (ash, CI2C(lsh,) varptrs, vals); break;
    case  9: interpolate< 9> (ash, CI2C(lsh,) varptrs, vals); break;
    case 10: interpolate<10> (ash, CI2C(lsh,) varptrs, vals); break;
    case 11: interpolate<11> (ash, CI2C(lsh,) varptrs, vals); break;
    default:
      // Add higher orders here as desired
      CCTK_WARN (CCTK_WARN_ABORT,
                 "Interpolation orders larger than 11 are not yet implemented");
      assert (0);
    }
  }
  
  
  
  void
  fasterp_src_loc_t::
  output (ostream& os)
    const
  {
    os << "fasterp_src_loc_t{";
    os << "coeffs=[";
    for (int d=0; d<dim; ++d) {
      if (d>0) os << ",";
      os << "[";
      for (int n=0; n<=max_order; ++n) {
        if (n>0) os << ",";
        os << coeffs[d][n];
      }
      os << "]";
    }
    os << "],";
    os << "exact=" << exact << ",";
#ifdef CARPETINTERP2_CHECK
    os << "pn=" << pn << ",";
    os << "mrc=" << mrc << ",";
    os << "ipos=" << ipos << ",";
    os << "ind=" << ind << ",";
#endif
    os << "ind3d=" << ind3d;
#ifdef CARPETINTERP2_CHECK
    os << "," << "saved_ash=" << saved_ash;
#endif
    os << "}";
  }
  
  
  
  //////////////////////////////////////////////////////////////////////////////
  //////////////////////////////////////////////////////////////////////////////
  //////////////////////////////////////////////////////////////////////////////
  
  
  // Calculate the coefficients for one interpolation stencil
  // TODO: Could templatify this function on the order to improve
  // efficiency
  int
  fasterp_eno2_src_loc_t::
  calc_stencil (fasterp_iloc_t const & iloc,
                ivect const & ash,
#ifdef CARPETINTERP2_CHECK
                ivect const & lsh,
#endif
                int /*order*/)
  {
    //assert (order <= max_order);
    CCTK_REAL const eps = 1.0e-12;
    
#ifdef CARPETINTERP2_CHECK
    mrc  = iloc.mrc;
    pn   = iloc.pn;
    ipos = iloc.ipos;
    
    // Save ash
    saved_ash = ash;
#endif
    
    // first we setup 1st order stencil!
    {
    const int order = 1;
    
#ifndef NDEBUG
    // Poison all coefficients
    for (int d=0; d<dim; ++d) {
      for (int n=0; n<=order; ++n) {
        coeffs[d][n] = poison;
      }
    }
#endif
    
    // Choose stencil anchor (first stencil point)
    ivect iorigin;
    
    // Potentially shift the stencil anchor for odd interpolation
    // orders (i.e., for even numbers of stencil points)
    ivect const ioffset (iloc.offset < CCTK_REAL(0.0));
    iorigin = - ivect((order-1)/2) - ioffset;
    rvect const offset = iloc.offset - rvect(iorigin);
    // Ensure that the stencil is centred
    assert (all (offset >= CCTK_REAL(0.5)*(order-1) and
                 offset < CCTK_REAL(0.5)*(order+1)));
    
    for (int d=0; d<dim; ++d) {
      // C_n = PRODUCT_m,m!=n [(x - x_m) / (x_n - x_m)]
      CCTK_REAL const x = offset[d];
      // round is not available with PGI compilers
      // CCTK_REAL const rx = round(x);
      CCTK_REAL const rx = floor(x+0.5);
      if (abs(x - rx) < eps * (1.0 + abs(x))) {
        // The interpolation point coincides with a grid point; no
        // interpolation is necessary (this is a special case)
        iorigin[d] += int(rx);
        exact[d] = true;
      } else {
        for (int n=0; n<=order; ++n) {
          CCTK_REAL const xn = n;
          CCTK_REAL c = 1.0;
          for (int m=0; m<=order; ++m) {
            if (m != n) {
              CCTK_REAL const xm = m;
              c *= (x - xm) / (xn - xm);
            }
          }
          coeffs[d][n] = c;
        }
        exact[d] = false;
        // The sum of the coefficients must be one
        CCTK_REAL s = 0.0;
        for (int n=0; n<=order; ++n) {
          s += coeffs[d][n];
        }
        assert (abs(s - 1.0) <= eps);
      }
    }
    
    }

    // second, we setup left 2nd order stencil!
    {
    int order = 2;
    
#ifndef NDEBUG
    // Poison all coefficients
    for (int d=0; d<dim; ++d) {
      for (int n=0; n<=order; ++n) {
        coeffsLeft[d][n] = poison;
      }
    }
#endif
    
    // Choose stencil anchor (first stencil point)
    ivect iorigin;
    iorigin = - ivect(order/2)  - ivect((iloc.offset < CCTK_REAL(0.0)));
    rvect const offset = iloc.offset - rvect(iorigin);
    //cout << "Left " << iorigin << " " << iloc.offset << " " << offset << endl;
    // Ensure that interpolation point is between second and third point
    assert (all (offset >= CCTK_REAL(1.0) and
                 offset <= CCTK_REAL(2.0)));
    
    for (int d=0; d<dim; ++d) {
      // C_n = PRODUCT_m,m!=n [(x - x_m) / (x_n - x_m)]
      CCTK_REAL const x = offset[d];
      // round is not available with PGI compilers
      // CCTK_REAL const rx = round(x);
      CCTK_REAL const rx = floor(x+0.5);
      if (abs(x - rx) < eps * (1.0 + abs(x))) {
        // The interpolation point coincides with a grid point; no
        // interpolation is necessary (this is a special case)
        iorigin[d] += int(rx);
        exact[d] = true;
      } else {
        for (int n=0; n<=order; ++n) {
          CCTK_REAL const xn = n;
          CCTK_REAL c = 1.0;
          for (int m=0; m<=order; ++m) {
            if (m != n) {
              CCTK_REAL const xm = m;
              c *= (x - xm) / (xn - xm);
            }
          }
          coeffsLeft[d][n] = c;
        }
        exact[d] = false;
        // The sum of the coefficients must be one
        CCTK_REAL s = 0.0;
        for (int n=0; n<=order; ++n) {
          s += coeffsLeft[d][n];
        }
        assert (abs(s - 1.0) <= eps);
      }
    }
    
    // Set 3D location of stencil anchor.
    // Since left stencil extends farthest to the left, we use
    // this to compute stencil anchor
#ifdef CARPETINTERP2_CHECK
    ind = iloc.ind + iorigin;
    if (not (all (ind>=0 and ind+either(exact,0,order)<lsh))) {
      stringstream buf;
      buf << "*this=" << *this << " iloc=" << iloc << " "
          << "lsh=" << lsh << " order=" << order;
      CCTK_VWarn (CCTK_WARN_ALERT, __LINE__, __FILE__, CCTK_THORNSTRING,
                  "Array access out of bounds: %s. Most likely, the interpolation point is too close to an outer or to a symmetry/inter-patch boundary. More information follows...",
                  buf.str().c_str());
      return -1;
    }
#endif
    ind3d = iloc.ind3d + index(ash, iorigin);
#ifdef CARPETINTERP2_CHECK
    assert (index(ash,ind) == ind3d);
#endif
    }
    
    // third, we setup right 2nd order stencil!
    {
    int order = 2;
    
#ifndef NDEBUG
    // Poison all coefficients
    for (int d=0; d<dim; ++d) {
      for (int n=0; n<=order; ++n) {
        coeffsLeft[d][n] = poison;
      }
    }
#endif
    
    // Choose stencil anchor (first stencil point)
    ivect iorigin;
    iorigin = - ivect(order/2) + ivect(1.0) - ivect((iloc.offset < CCTK_REAL(0.0)));
    rvect const offset = iloc.offset - rvect(iorigin);
    //cout << "Right " << iorigin << " " << iloc.offset << " " << offset << endl;
    // Ensure that the interpolation point is between first and second point
    assert (all (offset >= CCTK_REAL(0.0) and
                 offset <= CCTK_REAL(1.0)));
    
    for (int d=0; d<dim; ++d) {
      // C_n = PRODUCT_m,m!=n [(x - x_m) / (x_n - x_m)]
      CCTK_REAL const x = offset[d];
      // round is not available with PGI compilers
      // CCTK_REAL const rx = round(x);
      CCTK_REAL const rx = floor(x+0.5);
      if (abs(x - rx) < eps * (1.0 + abs(x))) {
        // The interpolation point coincides with a grid point; no
        // interpolation is necessary (this is a special case)
        iorigin[d] += int(rx);
        exact[d] = true;
      } else {
        for (int n=0; n<=order; ++n) {
          CCTK_REAL const xn = n;
          CCTK_REAL c = 1.0;
          for (int m=0; m<=order; ++m) {
            if (m != n) {
              CCTK_REAL const xm = m;
              c *= (x - xm) / (xn - xm);
            }
          }
          coeffsRight[d][n] = c;
        }
        exact[d] = false;
        // The sum of the coefficients must be one
        CCTK_REAL s = 0.0;
        for (int n=0; n<=order; ++n) {
          s += coeffsRight[d][n];
        }
        assert (abs(s - 1.0) <= eps);
      }
    }
    
    }

    return 0;
  }
  
  
  
  // Interpolate a set of variables at the same location, with a given
  // set of interpolation coefficients.  The template mechanism allows
  // the order in each direction to be different; in particular, the
  // order can be 0 if the interpolation location coincides with a
  // source grid point.  For interpolation to order O, this function
  // should be instantiated eight times, with On=O and On=0, for
  // n=[0,1,2].  We hope that the compiler optimises the for loops
  // away if On=0.
  template <int O0, int O1, int O2>
  void
  fasterp_eno2_src_loc_t::
  interpolate (ivect const & ash,
#ifdef CARPETINTERP2_CHECK
               ivect const & lsh,
#endif
               vector<CCTK_REAL const *> const & varptrs,
               CCTK_REAL * restrict const vals)
    const
  {
#ifdef CARPETINTERP2_CHECK
    assert (all (ash == saved_ash));
#endif
    assert (O0 == 0 or not exact[0]);
    assert (O1 == 0 or not exact[1]);
    assert (O2 == 0 or not exact[2]);
    
    size_t const di = 1;
    size_t const dj = di * ash[0];
    size_t const dk = dj * ash[1];
    
#ifdef CARPETINTERP2_CHECK
    assert (all (ind>=0 and ind+ivect(O0,O1,O2)<lsh));
    assert (ind3d == index(ash,ind));
    assert (int(di*ind[0] + dj*ind[1] + dk*ind[2]) == index(ash,ind));
#endif
    
    for (size_t v=0; v<varptrs.size(); ++v) {
      vals[v] = 0.0;
    }
    
    // Must construct interpolation stencils for each variable
    // independently!
    for (size_t v=0; v<varptrs.size(); ++v) {
    
    vector<CCTK_REAL> qz(4);
    for (size_t k=0; k<=3; ++k) {
      
      vector<CCTK_REAL> qy(4);
      for (size_t j=0; j<=3; ++j) {
        
        vector<CCTK_REAL> qx(4);
        for (size_t i=0; i<=3; ++i) {
        
            qx[i] = varptrs.AT(v)[ind3d + i*di + j*dj + k*dk];
        }
        
        switch (O0)
        {
	    case 0: 
	       qy[j] = qx[0];
	       break;
	    
	    default:
	    {
	       const CCTK_REAL diffleft  = qx[0] + qx[2] - 2.0*qx[1];
	       const CCTK_REAL diffright = qx[1] + qx[3] - 2.0*qx[2];
	       
	       CCTK_REAL res;
	       if (fabs(diffleft) < fabs(diffright))
		  res = coeffsLeft[0][0]*qx[0] + coeffsLeft[0][1]*qx[1] + coeffsLeft[0][2]*qx[2];
	       else
		  res = coeffsRight[0][0]*qx[1] + coeffsRight[0][1]*qx[2] + coeffsRight[0][2]*qx[3];
	       
	       if (diffleft * diffright <= 0.0 || (res-qx[1])*(qx[2]-res) < 0.0)
	       {
		  res = coeffs[0][0]*qx[1] + coeffs[0][1]*qx[2];
	       }
	       
	       qy[j] = res;
	       break;
	    }
        }
        
      }
      
      switch (O1)
      {
	 case 0:
	    qz[k] = qy[0];
	    break;
	 default:
	 {
	    const CCTK_REAL diffleft  = qy[0] + qy[2] - 2.0*qy[1];
	    const CCTK_REAL diffright = qy[1] + qy[3] - 2.0*qy[2];
	    
	    CCTK_REAL res;
	    if (fabs(diffleft) < fabs(diffright))
	       res = coeffsLeft[1][0]*qy[0] + coeffsLeft[1][1]*qy[1] + coeffsLeft[1][2]*qy[2];
	    else
	       res = coeffsRight[1][0]*qy[1] + coeffsRight[1][1]*qy[2] + coeffsRight[1][2]*qy[3];
	    
	    if (diffleft * diffright <= 0.0 || (res-qy[1])*(qy[2]-res) < 0.0)
	    {
	       res = coeffs[1][0]*qy[1] + coeffs[1][1]*qy[2];
	    }
	    
	    qz[k] = res;
	    break;
	 }
      }
      
    }
    
    switch (O2)
    {
      case 0:
	 vals[v] = qz[0];
	 break;
      default:
      {
	 const CCTK_REAL diffleft  = qz[0] + qz[2] - 2.0*qz[1];
	 const CCTK_REAL diffright = qz[1] + qz[3] - 2.0*qz[2];
	    
	 CCTK_REAL res;
	 if (fabs(diffleft) < fabs(diffright))
	    res = coeffsLeft[2][0]*qz[0] + coeffsLeft[2][1]*qz[1] + coeffsLeft[2][2]*qz[2];
	 else
	    res = coeffsRight[2][0]*qz[1] + coeffsRight[2][1]*qz[2] + coeffsRight[2][2]*qz[3];
	    
	 if (diffleft * diffright <= 0.0 || (res-qz[1])*(qz[2]-res) < 0.0)
	 {
	    res = coeffs[2][0]*qz[1] + coeffs[2][1]*qz[2];
	 }
	 
	 vals[v] = res;
	 break;
      }
    }
    
    } // for v

#ifdef CARPETINTERP2_CHECK
#  if 0
    for (size_t v=0; v<varptrs.size(); ++v) {
      vals[v] = ind[0] + 1000 * (ind[1] + 1000 * ind[2]);
    } // for v
#  endif
#  if 0
    for (size_t v=0; v<varptrs.size(); ++v) {
      vals[v] = pn.p * 1000000 + pn.n;
    } // for v
#  endif
#endif
  }
  
  
  
  // Interpolate a set of variables at the same location, with a given
  // set of interpolation coefficients.  This calls the specialised
  // interpolation function, depending on whether interpolation is
  // exact in each of the directions.
  template <int O>
  void
  fasterp_eno2_src_loc_t::
  interpolate (ivect const & ash,
#ifdef CARPETINTERP2_CHECK
               ivect const & lsh,
#endif
               vector<CCTK_REAL const *> const & varptrs,
               CCTK_REAL * restrict const vals)
    const
  {
    int const Z = 0;
    if (exact[2]) {
      if (exact[1]) {
        if (exact[0]) {
          interpolate<Z,Z,Z> (ash, CI2C(lsh,) varptrs, vals);
        } else {
          interpolate<O,Z,Z> (ash, CI2C(lsh,) varptrs, vals);
        }
      } else {
        if (exact[0]) {
          interpolate<Z,O,Z> (ash, CI2C(lsh,) varptrs, vals);
        } else {
          interpolate<O,O,Z> (ash, CI2C(lsh,) varptrs, vals);
        }
      }
    } else {
      if (exact[1]) {
        if (exact[0]) {
          interpolate<Z,Z,O> (ash, CI2C(lsh,) varptrs, vals);
        } else {
          interpolate<O,Z,O> (ash, CI2C(lsh,) varptrs, vals);
        }
      } else {
        if (exact[0]) {
          interpolate<Z,O,O> (ash, CI2C(lsh,) varptrs, vals);
        } else {
          interpolate<O,O,O> (ash, CI2C(lsh,) varptrs, vals);
        }
      }
    }
  }
  
  
  
  // Interpolate a set of variables at the same location, with a given
  // set of interpolation coefficients.  This calls a specialised
  // interpolation function, depending on whether interpolation is
  // exact in each of the directions.
  void
  fasterp_eno2_src_loc_t::
  interpolate (ivect const & ash,
#ifdef CARPETINTERP2_CHECK
               ivect const & lsh,
#endif
               int const order,
               vector<CCTK_REAL const *> const & varptrs,
               CCTK_REAL * restrict const vals)
    const
  {
    switch (order) {
    case  2: interpolate< 2> (ash, CI2C(lsh,) varptrs, vals); break;
    default:
      // Add higher orders here as desired
      CCTK_WARN (CCTK_WARN_ABORT,
                 "Interpolation orders other than 2 don't make sense for eno2");
      assert (0);
    }
  }
  
  
  
  void
  fasterp_eno2_src_loc_t::
  output (ostream& os)
    const
  {
    os << "fasterp_src_loc_t{";
    os << "coeffs=[";
    for (int d=0; d<dim; ++d) {
      if (d>0) os << ",";
      os << "[";
      for (int n=0; n<=max_order; ++n) {
        if (n>0) os << ",";
        os << coeffs[d][n];
      }
      os << "]";
    }
    os << "],";
    os << "exact=" << exact << ",";
#ifdef CARPETINTERP2_CHECK
    os << "pn=" << pn << ",";
    os << "mrc=" << mrc << ",";
    os << "ipos=" << ipos << ",";
    os << "ind=" << ind << ",";
#endif
    os << "ind3d=" << ind3d;
#ifdef CARPETINTERP2_CHECK
    os << "," << "saved_ash=" << saved_ash;
#endif
    os << "}";
  }
  
  
  
  //////////////////////////////////////////////////////////////////////////////
  //////////////////////////////////////////////////////////////////////////////
  //////////////////////////////////////////////////////////////////////////////
  
  
  
  
  // Set up an interpolation starting from global coordinates
  template <typename FASTERP>
  fasterp_setup_gen_t<FASTERP>::
  fasterp_setup_gen_t (cGH const * restrict const cctkGH,
                   fasterp_glocs_t const & locations,
                   int const order_)
    : order (order_),
      reflevel (Carpet::reflevel),
      regridding_epoch (reflevel == -1 ?
                        Carpet::regridding_epoch :
                        Carpet::level_regridding_epochs.AT(reflevel))
  {
    // Some global properties
    int const npoints = locations.size();
    
    
    
    // Calculate patch numbers and local coordinates
    fasterp_llocs_t local_locations (npoints);
    
    if (CCTK_IsFunctionAliased ("MultiPatch_GlobalToLocal")) {
      // This is a multi-patch simulation: convert global to local
      // coordinates
      
      CCTK_REAL const * coords[dim];
      CCTK_REAL       * local_coords[dim];
      for (int d=0; d<dim; ++d) {
        coords[d]       = &locations.coords[d].front();
        local_coords[d] = &local_locations.coords[d].front();
      }
      
      int const ierr = MultiPatch_GlobalToLocal
        (cctkGH, dim, npoints,
         coords,
         &local_locations.maps.front(), local_coords, NULL, NULL);
      assert (not ierr);
      
    } else {
      // This is a single-patch simulation
      
      // TODO: Optimise this: don't copy coordinates, and don't store
      // map numbers if there is only one map.
      for (int n=0; n<npoints; ++n) {
        int const m = 0;
        local_locations.maps.AT(n) = m;
        for (int d=0; d<dim; ++d) {
          local_locations.coords[d].AT(n) = locations.coords[d].AT(n);
        }
      }
      
    } // if not multi-patch
    
    setup (cctkGH, local_locations);
  }
  
  
  
  // Set up an interpolation starting from local coordinates
  template <typename FASTERP>
  fasterp_setup_gen_t<FASTERP>::
  fasterp_setup_gen_t (cGH const * restrict const cctkGH,
                   fasterp_llocs_t const & locations,
                   int const order_)
    : order (order_)
  {
    setup (cctkGH, locations);
  }
  
  
  
  // Helper for setting up an interpolation
  template <typename FASTERP>
  void
  fasterp_setup_gen_t<FASTERP>::
  setup (cGH const * restrict const cctkGH,
         fasterp_llocs_t const & locations)
  {
    DECLARE_CCTK_PARAMETERS;
    
    if (verbose) CCTK_VInfo (CCTK_THORNSTRING,
                             "Setting up interpolation for %d grid points",
                             int(locations.size()));
    
    if (order < 0) {
      CCTK_WARN (CCTK_WARN_ABORT,
                 "Interpolation order must be non-negative");
    }
    if (order > max_order) {
      CCTK_VWarn (CCTK_WARN_ABORT, __LINE__, __FILE__, CCTK_THORNSTRING,
                  "Interpolation order cannot be larger than max_order=%d; "
                  "order=%d was requested.  "
                  "(You can increase the compile time constant max_order "
                  "in thorn CarpetInterp2.)",
                  max_order, order);
    }
    
    // Some global properties
    int const npoints = locations.size();
    int const nprocs = CCTK_nProcs (cctkGH);
    // int const myproc = CCTK_MyProc (cctkGH);
    
    mrc_t::determine_mrc_info();
    int const maxmrc = mrc_t::get_max_ind();
    
    MPI_Comm const & comm_world = * (MPI_Comm const *) GetMPICommWorld (cctkGH);
    
    
    
    // Obtain the coordinate ranges for all patches
    vector<rvect> lower (Carpet::maps);
    vector<rvect> upper (Carpet::maps);
    vector<rvect> delta (Carpet::maps); // spacing on finest possible grid
    vector<rvect> idelta (Carpet::maps); // inverse spacing
    for (int m=0; m<Carpet::maps; ++m) {
      jvect gsh;
      int const ierr =
        GetCoordRange (cctkGH, m, Carpet::mglevel, dim,
                       & gsh[0],
                       & lower.AT(m)[0], & upper.AT(m)[0], & delta.AT(m)[0]);
      assert (not ierr);
      //delta.AT(m) /= Carpet::maxspacereflevelfact;
      gh const * const hh = Carpet::vhh.AT(m);
      ibbox const & baseext = hh->baseextent(Carpet::mglevel, 0);
      delta.AT(m) /= baseext.stride();
      idelta.AT(m) = CCTK_REAL(1.0) / delta.AT(m);
      if (veryverbose) {
        cout << "GetCoordRange[" << m << "]: lower=" << lower.AT(m) << " upper=" << upper.AT(m) << " delta=" << delta.AT(m) << endl;
      }
    }
    
    // Calculate refinement levels, components, and integer grid point
    // indices
    if (verbose) CCTK_INFO ("Mapping points onto components");
    vector<fasterp_iloc_t> ilocs (npoints);
    vector<int> proc (npoints);
    fill_with_poison (proc);
    vector<int> nlocs (nprocs, 0);
    int min_rl, max_rl;
    if (Carpet::is_level_mode()) {
      min_rl = Carpet::reflevel;
      max_rl = Carpet::reflevel + 1;
    } else if (Carpet::is_global_mode()) {
      min_rl = 0;
      max_rl = Carpet::reflevels;
    }
#pragma omp parallel for
    for (int n=0; n<npoints; ++n) {
      int const m = locations.maps.AT(n);
      rvect const pos (locations.coords[0].AT(n),
                       locations.coords[1].AT(n),
                       locations.coords[2].AT(n));
      
      gh const * const hh = Carpet::vhh.AT(m);
      // ibbox const & baseext = hh->baseextent(Carpet::mglevel, 0);
      // rvect const rpos =
      //   (pos - lower.AT(m)) / (upper.AT(m) - lower.AT(m)) *
      //   rvect (baseext.upper() - baseext.lower());
      rvect const rpos = (pos - lower.AT(m)) * idelta.AT(m);
      
      // Find refinement level and component
      int rl, c;
      ivect ipos;
      hh->locate_position (rpos, Carpet::mglevel, min_rl, max_rl,
                           rl, c, ipos);
      if (not (rl>=0 and c>=0)) {
#pragma omp critical
        {
          ostringstream msg;
          msg << "Interpolation point " << n << " on map " << m << " "
              << "at " << pos << " is outside of the grid hierarchy";
          msg << "\n"
              << "rl=" << rl << " c=" << c << "\n"
              << "rpos=" << rpos << "\n"
              << "ipos=" << ipos << "\n"
              << "lower=" << lower << "\n"
              << "upper=" << upper << "\n"
              << "delta=" << delta << "\n"
              << "idelta=" << idelta << "\n"
              << "hh=" << *hh << "\n";
          CCTK_WARN (CCTK_WARN_ABORT, msg.str().c_str());
        }
      }
      assert (rl>=0 and c>=0);
      
      ibbox const & ext =
        Carpet::vdd.AT(m)
        ->light_boxes.AT(Carpet::mglevel).AT(rl).AT(c).exterior;
      rvect dpos = rpos - rvect(ipos);
      
      // Convert from Carpet indexing to grid point indexing
      assert (all (ipos % ext.stride() == ivect(0)));
      ipos /= ext.stride();
      dpos /= rvect(ext.stride());
      if (not (all (fabs(dpos) <= rvect(0.5)))) {
        cout << "fasterp.cc:659\n"
             << "   dpos=" << dpos << "\n"
             << "   ext=" << ext << "\n";
      }
      assert (all (fabs(dpos) <= rvect(0.5)));
      
      ivect const ind = ipos - ext.lower() / ext.stride();
      ivect const ash = pad_shape(ext);
      int const ind3d = index(ash, ind);
#if 0
      ENTER_SINGLEMAP_MODE (cctkGH, m, CCTK_GF) {
        ENTER_LOCAL_MODE (cctkGH, c, CCTK_GF) {
          CCTK_REAL const * restrict const xptr = (CCTK_REAL const *) CCTK_VarDataPtr (cctkGH, 0, "grid::x");
          CCTK_REAL const * restrict const yptr = (CCTK_REAL const *) CCTK_VarDataPtr (cctkGH, 0, "grid::y");
          CCTK_REAL const * restrict const zptr = (CCTK_REAL const *) CCTK_VarDataPtr (cctkGH, 0, "grid::z");
          assert (xptr);
          assert (yptr);
          assert (zptr);
          cout << "CI2 map=" << m << " pos=" << pos << " ind=" << ind << " x=" << xptr[ind3d] << " y=" << yptr[ind3d] << " z=" << zptr[ind3d] << endl;
        } LEAVE_LOCAL_MODE;
      } LEAVE_SINGLEMAP_MODE;
#endif
      
      // TODO: assert that there are enough ghost zones
      
      // TODO: store for every face/direction/component/map/reflevel
      // how wide the boundaries are in every direction. Then check
      // against this when the stencils are set up.
      
      // Store result
      fasterp_iloc_t & iloc = ilocs.AT(n);
      iloc.mrc    = mrc_t(m, rl, c);
#ifdef CARPETINTERP2_CHECK
      iloc.pn.p   = dist::rank();
      iloc.pn.n   = n;
      iloc.ipos   = ipos * ext.stride();
      iloc.ind    = ind;
#endif
      iloc.ind3d  = ind3d;
      iloc.offset = dpos;
      
      // Find source processor
      int const p = Carpet::vhh.AT(m)->processor(rl,c);
      proc.AT(n) = p;
      int& nlocs_p = nlocs.AT(p);
#pragma omp atomic
      ++ nlocs_p;
      
      // Output
      if (veryverbose) {
#pragma omp critical
        {
          cout << "Point #" << n << " at " << pos << ": iloc " << iloc << endl;
        }
      }
    }
    
    
    
    // Find mapping from processors to "processor indices": It may be
    // too expensive to store data for all processors, so we store
    // only data about those processors with which we actually
    // communicate.
    if (verbose) CCTK_INFO ("Determine set of communicating processors");
    {
      int n_nz_nlocs = 0;
      for (int p=0; p<nprocs; ++p) {
        if (nlocs.AT(p) > 0) {
          ++ n_nz_nlocs;
        }
      }
      recv_descr.procs.resize (n_nz_nlocs);
      recv_descr.procinds.resize (nprocs, -1);
      int pp = 0;
      int offset = 0;
      for (int p=0; p<nprocs; ++p) {
        if (nlocs.AT(p) > 0) {
          recv_descr.procs.AT(pp).p       = p;
          recv_descr.procs.AT(pp).offset  = offset;
          recv_descr.procs.AT(pp).npoints = nlocs.AT(p);
          recv_descr.procinds.AT(p) = pp;
          ++ pp;
          offset += nlocs.AT(p);
        }
      }
      assert (pp == n_nz_nlocs);
      assert (offset == npoints);
      recv_descr.npoints = npoints;
    }
    
    // Create a mapping "index" from location index, as specified by
    // the user, to the index order in which the data are received
    // from the other processors.
    if (verbose) {
      CCTK_INFO ("Determine inter-processor gather index permutation");
    }
    {
      vector<int> index (recv_descr.procs.size());
      fill_with_poison (index);
      for (int pp=0; pp<int(recv_descr.procs.size()); ++pp) {
        index.AT(pp) = recv_descr.procs.AT(pp).offset;
      }
      recv_descr.index.resize (npoints);
      // TODO: parallelise with OpenMP
      for (int n=0; n<npoints; ++n) {
        int const p = proc.AT(n);
        int const pp = recv_descr.procinds.AT(p);
        assert (pp >= 0);
        recv_descr.index.AT(n) = index.AT(pp);
        ++index.AT(pp);
      }
      for (int pp=0; pp<int(recv_descr.procs.size()); ++pp) {
        int const recv_npoints = index.AT(pp) - recv_descr.procs.AT(pp).offset;
        assert (recv_npoints == recv_descr.procs.AT(pp).npoints);
      }
#ifndef NDEBUG
      vector<bool> received (npoints);
      fill (received, false);
      // NOTE: Can't use OMP parallel here -- vector<bool> has the
      // wrong memory layout for this
      for (int n=0; n<npoints; ++n) {
        assert (not received.AT(n));
        received.AT(n) = true;
      }
      for (int n=0; n<npoints; ++n) {
        assert (received.AT(n));
      }
#endif
    }
    
    
    
    // Count the number of points which have to be sent to other
    // processors, and exchange this information with MPI
    if (verbose) {
      CCTK_INFO ("Count and exchange number of communicated grid points");
    }
    vector<int> recv_npoints (nprocs), recv_offsets (nprocs);
    fill (recv_npoints, 0);
    fill_with_poison (recv_offsets);
    {
      int offset = 0;
      for (int pp=0; pp<int(recv_descr.procs.size()); ++pp) {
        int const p = recv_descr.procs.AT(pp).p;
        recv_npoints.AT(p) = recv_descr.procs.AT(pp).npoints;
        recv_offsets.AT(p) = offset;
        offset += recv_npoints.AT(p);
      }
      assert (offset == npoints);
    }
    vector<int> send_npoints (nprocs), send_offsets (nprocs);
    fill_with_poison (send_npoints);
    fill_with_poison (send_offsets);
    MPI_Alltoall (&recv_npoints.front(), 1, MPI_INT,
                  &send_npoints.front(), 1, MPI_INT,
                  comm_world);
    int npoints_send = 0;
    for (int p=0; p<nprocs; ++p) {
      send_offsets.AT(p) = npoints_send;
      npoints_send += send_npoints.AT(p);
    }
    
    // Scatter the location information into a send-array, and
    // exchange it with MPI
    vector<fasterp_iloc_t> scattered_ilocs(npoints);
#pragma omp parallel for
    for (int n=0; n<npoints; ++n) {
      scattered_ilocs.AT(recv_descr.index.AT(n)) = ilocs.AT(n);
    }
    vector<fasterp_iloc_t> gathered_ilocs(npoints_send);
    MPI_Alltoallv
      (&scattered_ilocs.front(), &recv_npoints.front(), &recv_offsets.front(),
       fasterp_iloc_t::mpi_datatype(),
       &gathered_ilocs.front(),  &send_npoints.front(), &send_offsets.front(),
       fasterp_iloc_t::mpi_datatype(),
       comm_world);
    
#ifdef CARPETINTERP2_CHECK
    // Ensure that the ilocs were sent to the right processor
    for (int p=0; p<nprocs; ++p) {
#pragma omp parallel for
      for (int n=0; n<send_npoints.at(p); ++n) {
        fasterp_iloc_t const & iloc = gathered_ilocs.at(send_offsets.at(p) + n);
        mrc_t const & mrc = iloc.mrc;
        int const m  = mrc.m;
        int const rl = mrc.rl;
        int const c  = mrc.c;
        assert (Carpet::vhh.AT(m)->is_local(rl,c));
      }
    }
#endif
    
    
    
    // Fill in send descriptors
    send_descr.npoints = npoints_send;
    
    {
      int n_nz_send_npoints = 0;
      for (int p=0; p<nprocs; ++p) {
        if (send_npoints.AT(p) > 0) ++n_nz_send_npoints;
      }
      send_descr.procs.resize (n_nz_send_npoints);
      int pp = 0;
      for (int p=0; p<nprocs; ++p) {
        if (send_npoints.AT(p) > 0) {
          send_proc_t<FASTERP> & send_proc = send_descr.procs.AT(pp);
          send_proc.p       = p;
          send_proc.offset  = send_offsets.AT(p);
          send_proc.npoints = send_npoints.AT(p);
          ++pp;
        }
      }
      assert (pp == n_nz_send_npoints);
    }
    
    
    
    // Calculate stencil coefficients
    if (verbose) CCTK_INFO ("Calculate stencil coefficients");
    
    for (size_t pp=0; pp<send_descr.procs.size(); ++pp) {
      send_proc_t<FASTERP> & send_proc = send_descr.procs.AT(pp);
      
      vector<int> mrc2comp (maxmrc, -1);
      vector<int> comp2mrc (maxmrc);
      fill_with_poison (comp2mrc);
      int ncomps = 0;
      
      vector<int> npoints_comp (maxmrc);
      fill (npoints_comp, 0);
      
      // TODO: parallelise with OpenMP
      for (int n=0; n<int(send_proc.npoints); ++n) {
        fasterp_iloc_t const & iloc = gathered_ilocs.AT(send_proc.offset + n);
        int const mrc = iloc.mrc.get_ind();
        if (mrc2comp.AT(mrc) == -1) {
          mrc2comp.AT(mrc) = ncomps;
          comp2mrc.AT(ncomps) = mrc;
          ++ ncomps;
        }
        ++ npoints_comp.AT(mrc);
      }
      assert (ncomps <= maxmrc);
      send_proc.comps.resize(ncomps);
      
      int offset = 0;
      for (int comp=0; comp<ncomps; ++comp) {
        send_comp_t<FASTERP> & send_comp = send_proc.comps.AT(comp);
        int const mrc = comp2mrc.AT(comp);
        send_comp.mrc = mrc;
        send_comp.locs.reserve (npoints_comp.AT(mrc));
        
        mrc_t const themrc (mrc);
        int const m  = themrc.m;
        int const rl = themrc.rl;
        int const c  = themrc.c;
        assert (Carpet::vhh.AT(m)->is_local(rl,c));
        ibbox const & ext =
          Carpet::vdd.AT(m)->light_boxes.AT(Carpet::mglevel).AT(rl).AT(c).exterior;
        send_comp.ash = pad_shape(ext);
#ifdef CARPETINTERP2_CHECK
        send_comp.lsh = ext.shape() / ext.stride();
#endif
        
        send_comp.offset = offset;
        send_comp.npoints = npoints_comp.AT(mrc);
        offset += send_comp.npoints;
      }
      assert (offset == send_proc.npoints);
      
      send_proc.index.resize (send_proc.npoints);
      fill_with_poison (send_proc.index);
      // TODO: This is not parallel!  Loop over comps instead?
      // #pragma omp parallel for
      for (int n=0; n<int(send_proc.npoints); ++n) {
        fasterp_iloc_t const & iloc = gathered_ilocs.AT(send_proc.offset + n);
        int const mrc = iloc.mrc.get_ind();
        int const comp = mrc2comp.AT(mrc);
        send_comp_t<FASTERP> & send_comp = send_proc.comps.AT(comp);
        
        send_proc.index.AT(n) = send_comp.offset + send_comp.locs.size();
        
        //fasterp_src_loc_t sloc;
        FASTERP sloc;
        int const ierr =
          sloc.calc_stencil (iloc, send_comp.ash, CI2C(send_comp.lsh,) order);
        if (ierr) {
          CCTK_VWarn (CCTK_WARN_ABORT, __LINE__, __FILE__, CCTK_THORNSTRING,
                      "Could not determine valid interpolation stencil for point %d on map %d, refinement level %d, component %d",
                      n, iloc.mrc.m, iloc.mrc.rl, iloc.mrc.c);
        }
        send_comp.locs.push_back (sloc);
      }
      
      for (int comp=0; comp<ncomps; ++comp) {
        send_comp_t<FASTERP> & send_comp = send_proc.comps.AT(comp);
        assert (int(send_comp.locs.size()) == send_comp.npoints);
      }
      
#ifndef NDEBUG
      {
        vector<bool> used(send_proc.npoints, false);
        for (int n=0; n<int(send_proc.npoints); ++n) {
          assert (not used.AT(send_proc.index.AT(n)));
          used.AT(send_proc.index.AT(n)) = true;
        }
        for (int n=0; n<int(send_proc.npoints); ++n) {
          assert (used.AT(send_proc.index.AT(n)));
        }
      }
#endif
      
#ifdef CARPETINTERP2_CHECK
      for (int comp=0; comp<ncomps; ++comp) {
        send_comp_t<FASTERP> const & send_comp = send_proc.comps.at(comp);
        assert (int(send_comp.locs.size()) == send_comp.npoints);
        for (int n=0; n<send_comp.npoints; ++n) {
          FASTERP const & sloc = send_comp.locs.at(n);
          assert (sloc.mrc == send_comp.mrc);
          assert (all (sloc.saved_ash == send_comp.ash));
        }
      }
#endif
      
    } // for pp
    
#ifdef CARPETINTERP2_CHECK
    {
      if (verbose) CCTK_INFO ("Compare send and receive counts");
      
      vector<int> recv_count (dist::size());
      fill (recv_count, 0);
      for (size_t pp=0; pp<recv_descr.procs.size(); ++pp) {
        recv_proc_t const & recv_proc = recv_descr.procs.AT(pp);
        assert (recv_count.AT(recv_proc.p) == 0);
        assert (recv_proc.npoints > 0);
        recv_count.AT(recv_proc.p) = recv_proc.npoints;
      }
      
      vector<int> send_count (dist::size());
      fill (send_count, 0);
      for (size_t pp=0; pp<send_descr.procs.size(); ++pp) {
        send_proc_t<FASTERP> const & send_proc = send_descr.procs.AT(pp);
        assert (send_count.AT(send_proc.p) == 0);
        assert (send_proc.npoints > 0);
        send_count.AT(send_proc.p) = send_proc.npoints;
      }
      
      {
        vector<int> tmp_count (dist::size());
        MPI_Alltoall (&send_count.front(), 1, MPI_INT,
                      &tmp_count .front(), 1, MPI_INT,
                      dist::comm());
        swap (send_count, tmp_count);
      }
      bool error = false;
      for (int p=0; p<dist::size(); ++p) {
        if (not (send_count.AT(p) == recv_count.AT(p))) {
          ostringstream buf;
          buf << "Error: processor " << p << " "
              << "sends me " << send_count.AT(p) << " points, "
              << "while I receive " << recv_count.AT(p) << " from it";
          CCTK_WARN (CCTK_WARN_ALERT, buf.str().c_str());
          error = true;
        }
      }
      if (error) {
        CCTK_WARN (CCTK_WARN_ABORT, "Internal error in interpolation setup");
      }
    }
#endif
    
    if (verbose) CCTK_INFO ("Done.");
  }
  
  
  
  // Free the setup for one interpolation
  template <typename FASTERP>
  fasterp_setup_gen_t<FASTERP>::
  ~fasterp_setup_gen_t ()
  {
    // do nothing -- C++ calls destructors automatically
  }
  
  
  
  // Interpolate
  template <typename FASTERP>
  void 
  fasterp_setup_gen_t<FASTERP>::
  interpolate (cGH const * restrict const cctkGH,
               vector<int> const & varinds,
               vector<CCTK_REAL *> & values)
    const
  {
    DECLARE_CCTK_PARAMETERS;
    
    // Check regridding epoch
    if (outofdate())
    {
      if (reflevel == -1) {
        CCTK_VWarn (CCTK_WARN_ABORT, __LINE__, __FILE__, CCTK_THORNSTRING,
                    "The Carpet grid structure was changed since this fasterp_setup was created");
      } else {
        CCTK_VWarn (CCTK_WARN_ABORT, __LINE__, __FILE__, CCTK_THORNSTRING,
                    "The Carpet grid structure on level %d was changed since this fasterp_setup was created",
                    reflevel);
      }
    }
    
    // Desired time level
    int const tl = 0;           // current time
    
    size_t const nvars = varinds.size();
    if (verbose) CCTK_VInfo (CCTK_THORNSTRING,
                             "Interpolating %d variables", int(nvars));
    assert (values.size() == nvars);
    
    if (nvars == 0) return;

    if (interp_barrier)
    {
      static Timers::Timer barrier_timer ("PreBarrier");
      barrier_timer.start();
      CCTK_Barrier(cctkGH);
      barrier_timer.stop();
    }
    
    for (size_t v=0; v<values.size(); ++v) {
      int const vi = varinds.AT(v);
      assert (vi >= 0 and vi <= CCTK_NumVars());
      int const gi = CCTK_GroupIndexFromVarI (vi);
      assert (gi >= 0);
      cGroup group;
      check (not CCTK_GroupData (gi, &group));
      assert (group.grouptype == CCTK_GF);
      assert (group.vartype == CCTK_VARIABLE_REAL);
      assert (group.dim == dim);
#if 0
      // Cannot be called in level mode
      cGroupDynamicData dyndata;
      {
        int const ierr = CCTK_GroupDynamicData (cctkGH, gi, &dyndata);
        assert (not ierr);
      }
      assert (dyndata.activetimelevels > tl);
#endif
      assert (recv_descr.npoints == 0 or values.AT(v) != NULL);
    }
    
    MPI_Comm const & comm_world = * (MPI_Comm const *) GetMPICommWorld (cctkGH);
    int const mpi_tag = 0;
    
    // Post Irecvs
    if (verbose) CCTK_INFO ("Posting MPI_Irecvs");

    static Timers::Timer irecvs_timer ("PostIrecvs");
    irecvs_timer.start();


    vector<CCTK_REAL> recv_points (recv_descr.npoints * nvars);
    fill_with_poison (recv_points);
    vector<MPI_Request> recv_reqs (recv_descr.procs.size());
#ifdef CARPETINTERP2_CHECK
    vector<pn_t> recv_pn (recv_descr.npoints);
    vector<MPI_Request> recv_reqs_pn (recv_descr.procs.size());
#endif
    for (size_t pp=0; pp<recv_descr.procs.size(); ++pp) {
      recv_proc_t const & recv_proc = recv_descr.procs.AT(pp);
      
      MPI_Irecv (& recv_points.AT(recv_proc.offset * nvars),
                 recv_proc.npoints * nvars,
                 dist::mpi_datatype<CCTK_REAL>(), recv_proc.p, mpi_tag,
                 comm_world, & recv_reqs.AT(pp));
#ifdef CARPETINTERP2_CHECK
      MPI_Irecv (& recv_pn.AT(recv_proc.offset),
                 recv_proc.npoints * 2,
                 dist::mpi_datatype<int>(), recv_proc.p, mpi_tag,
                 comm_world, & recv_reqs_pn.AT(pp));
#endif
    }
    irecvs_timer.stop();
    
    // Interpolate data and post Isends
    if (verbose) CCTK_INFO ("Interpolating and posting MPI_Isends");
    static Timers::Timer interpolate_timer ("Interpolate");

    interpolate_timer.instantiate();

    // TODO: Use one array per processor?
    vector<CCTK_REAL> send_points (send_descr.npoints * nvars);
    fill_with_poison (send_points);
    vector<MPI_Request> send_reqs (send_descr.procs.size());
#ifdef CARPETINTERP2_CHECK
    vector<pn_t> send_pn (send_descr.npoints);
    vector<MPI_Request> send_reqs_pn (send_descr.procs.size());
#endif
    for (size_t pp=0; pp<send_descr.procs.size(); ++pp) {
      send_proc_t<FASTERP> const & send_proc = send_descr.procs.AT(pp);
      
      vector<CCTK_REAL> computed_points (send_proc.npoints * nvars);
      fill_with_poison (computed_points);
#ifdef CARPETINTERP2_CHECK
      vector<pn_t> computed_pn (send_descr.npoints);
#endif
      for (size_t comp=0; comp<send_proc.comps.size(); ++comp) {
        send_comp_t<FASTERP> const & send_comp = send_proc.comps.AT(comp);
        
        int const m  = send_comp.mrc.m;
        int const rl = send_comp.mrc.rl;
        int const c  = send_comp.mrc.c;
        
        int const lc = Carpet::vhh.AT(m)->get_local_component(rl,c);
        
        // Get pointers to 3D data
        vector<CCTK_REAL const *> varptrs (nvars);
        for (size_t v=0; v<nvars; ++v) {
          int const gi = CCTK_GroupIndexFromVarI (varinds.AT(v));
          assert (gi >= 0);
          int const vi = varinds.AT(v) - CCTK_FirstVarIndexI (gi);
          assert (vi >= 0);
          ggf const *const ff = Carpet::arrdata.AT(gi).AT(m).data.AT(vi);
          void const *const ptr =
            ff->data_pointer(tl, rl, lc, Carpet::mglevel)->storage();
          varptrs.AT(v) = (CCTK_REAL const *)ptr;
          assert (varptrs.AT(v));
        }
        
        // TODO: This loops seems unbalanced.  Maybe the different
        // interpolations have different costs.
        interpolate_timer.start();
#pragma omp parallel for schedule (dynamic, 1000)
        for (int n=0; n<int(send_comp.locs.size()); ++n) {
          size_t const ind = (send_comp.offset + n) * nvars;
          send_comp.locs.AT(n).interpolate
            (send_comp.ash, CI2C(send_comp.lsh,)
             order, varptrs, &computed_points.AT(ind));
#ifdef CARPETINTERP2_CHECK
          computed_pn.AT(send_comp.offset + n) = send_comp.locs.AT(n).pn;
#endif
        }
        interpolate_timer.stop();
        
      } // for comp
      
      // Gather send points
#pragma omp parallel for
      for (int n=0; n<int(send_proc.npoints); ++n) {
        size_t const nn = send_proc.index.AT(n);
        for (size_t v=0; v<nvars; ++v) {
          send_points.AT((send_proc.offset + n) * nvars + v) =
            computed_points.AT(nn * nvars + v);
        }
#ifdef CARPETINTERP2_CHECK
        send_pn.AT(send_proc.offset + n) = computed_pn.AT(nn);
#endif
      }
      // TODO: Use a scatter index list instead of a gather index
      // list, and combine the scattering with the calculation
      
#ifdef CARPETINTERP2_CHECK
#pragma omp parallel for
      for (int n=0; n<int(send_proc.npoints); ++n) {
        assert (send_pn.AT(send_proc.offset + n).p == send_proc.p);
        if (n>0) {
          assert (send_pn.AT(send_proc.offset + n  ).n >
                  send_pn.AT(send_proc.offset + n-1).n);
        }
      }
#endif
      
      MPI_Isend (& send_points.AT(send_proc.offset * nvars),
                 send_proc.npoints * nvars,
                 dist::mpi_datatype<CCTK_REAL>(), send_proc.p, mpi_tag,
                 comm_world, & send_reqs.AT(pp));
#ifdef CARPETINTERP2_CHECK
      MPI_Isend (& send_pn.AT(send_proc.offset),
                 send_proc.npoints * 2,
                 dist::mpi_datatype<int>(), send_proc.p, mpi_tag,
                 comm_world, & send_reqs_pn.AT(pp));
#endif
    } // for pp

    // Wait for Irecvs to complete
    if (verbose) CCTK_INFO ("Waiting for MPI_Irevcs to complete");

    static Timers::Timer waitall_ir_timer ("WaitAll_Irecvs");
    waitall_ir_timer.start();
    MPI_Waitall (recv_reqs.size(), & recv_reqs.front(), MPI_STATUSES_IGNORE);
#ifdef CARPETINTERP2_CHECK
    MPI_Waitall (recv_reqs.size(), & recv_reqs_pn.front(), MPI_STATUSES_IGNORE);
#endif
    
    waitall_ir_timer.stop();
    // Gather data
    if (verbose) CCTK_INFO ("Gathering data");
    static Timers::Timer gather_timer ("Gather");
    gather_timer.start();

#pragma omp parallel for
    for (int n=0; n<recv_descr.npoints; ++n) {
      size_t const nn = recv_descr.index.AT(n);
      for (size_t v=0; v<nvars; ++v) {
        values.AT(v)[n] = recv_points.AT(nn * nvars + v);
#ifndef NDEBUG
        recv_points.AT(nn * nvars + v) = poison;
#endif
      }
#ifdef CARPETINTERP2_CHECK
      assert (recv_pn.AT(nn).p == dist::rank());
      assert (recv_pn.AT(nn).n == n);
#endif
    }

    gather_timer.stop();
    
    // Wait for Isends to complete
    if (verbose) CCTK_INFO ("Waiting for MPI_Isends to complete");
    static Timers::Timer waitall_is_timer ("WaitAll_Isend");
    waitall_is_timer.start();
    MPI_Waitall (send_reqs.size(), & send_reqs.front(), MPI_STATUSES_IGNORE);
#ifdef CARPETINTERP2_CHECK
    MPI_Waitall (send_reqs.size(), & send_reqs_pn.front(), MPI_STATUSES_IGNORE);
#endif
    
    waitall_is_timer.stop();

    if (interp_barrier)
    {
      static Timers::Timer barrier_timer ("PostBarrier");
      barrier_timer.start();
      CCTK_Barrier(cctkGH);
      barrier_timer.stop();
    }

    if (verbose) CCTK_INFO ("Done.");
  }
  
  
  // instantiate template
  template class fasterp_setup_gen_t<fasterp_src_loc_t>;
  
  template class fasterp_setup_gen_t<fasterp_eno2_src_loc_t>;
  
} // namespace CarpetInterp2