source: CIVL/examples/messagePassing/diffusion1d.cvl@ 20a83c7

/* Composite model of sequential and parallel 1d-diffusion solvers.
 * Compares the results of the sequential and parallel computation to
 * determine functional equivalence of the two versions.
 *
 * The initial values are taken as inputs.   The two global boundary
 * points are fixed.
 *
 *  Command line example:
 *
 *  civl verify -inputNPROCSB=3 -inputNSTEPSB=3  \
 -inputNXB=6 diffusion1d_good.cvl
 */ 
#include <civlc.h>
#include <stdio.h>
#include <stdlib.h>
#include <assert.h>
#include "mpi.cvl"

// Definitions from programs:
#define OWNER(index) ((nprocs*(index+1)-1)/nx)

// inputs:
$input int NPROCS;           // number of processes for parallel version
$input int NPROCSB;          // upper bound on nprocs
$input double K;             // k = alpha^2 * dt/(dx^2)
$input int NSTEPS;           // number of time steps
$input int WSTEP;            // write every this many time steps  
$input int NSTEPSB;          // upperbound on nsteps
$input int NX;               // global number of discrete spatial points
$input int NXB;              // upper bound on nx
$input double u_init[NX];    // initial values for temperature (u)

// assumptions:
$assume 2 <= NX && NX <= NXB;
$assume K>0 && K<.5;
$assume WSTEP >= 1 && WSTEP <= NSTEPS;
// $assume NX >= NPROCS;
$assume 1 <= NPROCS && NPROCS <= NPROCSB;
$assume 1 <= NSTEPS && NSTEPS <= NSTEPSB;

// global variables:
int output_seq[NX];           // final (color) result of sequential computation
int output_par[NX];           // final (color) result of parallel computation
CMPI_Gcomm MPI_GCOMM_WORLD;   // the global communicator object

/* Abstract function representing conversion from temperature to color */
$abstract int colorOf(double x);

/* Sequential algorithm: performs simulation storing result of final
 * time step in output_seq  */
void run_seq() {
  $scope seq_scope = $here;
  int nx, nsteps, wstep;
  double k, *u;

  void init() {
    int i;
    int pos = 0; // file position

    // in place of reading these from file:
    nx = NX;
    nsteps = NSTEPS;
    wstep = WSTEP;
    k = K;
    printf("Diffusion1d (seq) with nx=%d, k=%f, nsteps=%d, wstep=%d\n",
           nx, k, nsteps, wstep);
    assert(nx>=2);
    assert(k>0 && k<.5);
    assert(nsteps >= 1);
    assert(wstep >= 1 && wstep <=nsteps);
    u = (double*)$malloc(seq_scope, nx*sizeof(double));
    assert(u);
    for (i = 0; i < nx; i++) u[i] = u_init[pos++];
  }

  void write_frame(int time) {
    for (int i=0; i<nx; i++)
      output_seq[i] = colorOf(u[i]);
  }

  void update() {
    int i;
    double u_new[nx];

    for (i = 1; i < nx-1; i++)
      u_new[i] =  u[i] + k*(u[i+1] + u[i-1] -2*u[i]);
    for (i = 1; i < nx-1; i++)
      u[i] = u_new[i];
  }

  void _main() {
    int iter;

    init();
    write_frame(0);
    for (iter = 1; iter <= nsteps; iter++) {
      update();
      if (iter%wstep==0) write_frame(iter);
    }
    free(u);
  }

  _main();
}

/* MPI Process in parallel algorithm */
void MPI_Process (int _rank) {
  $scope proc_scope = $here;   /* this scope */
  MPI_Comm MPI_COMM_WORLD;

  int nx = -1;              /* number of discrete points including endpoints */
  double k = -1;            /* D*dt/(dx*dx) */
  int nsteps = -1;          /* number of time steps */
  int wstep = -1;           /* write frame every this many time steps */
  double *u;                /* temperature function */
  double *u_new;            /* temp. used to update u */

  int nprocs;    /* number of processes */
  int rank;      /* the rank of this process */
  int left;      /* rank of left neighbor */
  int right;     /* rank of right neighbor on torus */
  int nxl;       /* horizontal extent of one process */
  int first;     /* global index for local index 0 */
  int start;     /* first local index to update */
  int stop;      /* last local index to update */
  double *buf;   /* temp. buffer used on proc 0 only */

  int firstForProc(int rank) {
    return (rank*nx)/nprocs;    
  }

  int countForProc(int rank) {
    int a;
    int b;
        
    a = firstForProc(rank+1);
    b = firstForProc(rank);
    return a-b;
  }

  /* init: initializes global variables. */
  void init() { 
    int i, j;
    int pos = 0; // position in input file

    MPI_Comm_size(MPI_COMM_WORLD, &nprocs);
    MPI_Comm_rank(MPI_COMM_WORLD, &rank);
    if (rank == 0) {
      // in place of reading these from file:
      nx = NX;
      k = K;
      nsteps = NSTEPS;
      wstep = WSTEP;
      printf("Diffusion1d (par) with nx=%d, k=%f, nsteps=%d, wstep=%d nprocs=%d\n",
             nx, k, nsteps, wstep, nprocs);
    }
    MPI_Bcast(&nx, 1, MPI_INT, 0, MPI_COMM_WORLD);
    MPI_Bcast(&k, 1, MPI_DOUBLE, 0, MPI_COMM_WORLD);
    MPI_Bcast(&nsteps, 1, MPI_INT, 0, MPI_COMM_WORLD);
    MPI_Bcast(&wstep, 1, MPI_INT, 0, MPI_COMM_WORLD);
    // assert(nx>=nprocs);
    assert(k>0 && k<.5);
    assert(nx>=2);
    assert(nsteps>=1);
    first = firstForProc(rank);  
    nxl = countForProc(rank);
    if (first == 0 || nxl == 0)
      left = MPI_PROC_NULL;
    else
      left = OWNER(first-1);
    if (first+nxl >= nx || nxl == 0)
      right = MPI_PROC_NULL;
    else
      right = OWNER(first+nxl);  
    u = (double*)$malloc(proc_scope, (nxl+2)*sizeof(double));
    assert(u != NULL);
    u_new = (double*)$malloc(proc_scope, (nxl+2)*sizeof(double));
    assert(u_new != NULL);
    if (rank == 0) {
      buf = (double*)$malloc(proc_scope, (1+nx/nprocs)*sizeof(double));
      for (i=1; i <= nxl; i++)
        u[i] = u_init[pos++]; // instead of reading from file
      for (i=1; i < nprocs; i++) {
        int count_i = countForProc(i);

        for (j=0; j<count_i; j++)
          buf[j] = u_init[pos++];
        MPI_Send(buf, count_i, MPI_DOUBLE, i, 0, MPI_COMM_WORLD);
      }
    }
    else {
      buf = NULL;
      MPI_Recv(u+1, nxl, MPI_DOUBLE, 0, 0, MPI_COMM_WORLD, MPI_STATUS_IGNORE);
    }
    if (rank == OWNER(0)) {
      start = 2;
    }
    else {
      start = 1;
    }
    if (rank == OWNER(nx-1)) {
      stop = nxl - 1;
    }
    else {
      stop = nxl;
    }
  }

  void write_frame(int time) {
    if (rank != 0) {
      MPI_Send(u+1, nxl, MPI_DOUBLE, 0, 0, MPI_COMM_WORLD);
    } else {
      int source, i, j, count, global_index;
      MPI_Status status;
  
      global_index = 0;
      for (source = 0; source < nprocs; source++) {
        if (source != 0) {
          MPI_Recv(buf, 1+nx/nprocs, MPI_DOUBLE, source, 0,
                   MPI_COMM_WORLD, &status);
          MPI_Get_count(&status, MPI_DOUBLE, &count);
        } else {
          for (i = 1; i <= nxl; i++) buf[i-1] = u[i];
          count = nxl;
        }
        for (i = 0; i < count; i++) {
          output_par[global_index] = colorOf(buf[i]);
          global_index++;
        }
      }
    }
  }

  /* exchange_ghost_cells: updates ghost cells using MPI communication */
  void exchange_ghost_cells() {
    MPI_Sendrecv(&u[1], 1, MPI_DOUBLE, left, 0,
                 &u[nxl+1], 1, MPI_DOUBLE, right, 0,
                 MPI_COMM_WORLD, MPI_STATUS_IGNORE);
    MPI_Sendrecv(&u[nxl], 1, MPI_DOUBLE, right, 0,
                 &u[0], 1, MPI_DOUBLE, left, 0,
                 MPI_COMM_WORLD, MPI_STATUS_IGNORE);
  }

  /* update: updates u.  Uses ghost cells.  Purely local operation. */
  void update() {
    int i;
    
    for (i = start; i <= stop; i++)
      u_new[i] = u[i] + k*(u[i+1] + u[i-1] - 2*u[i]);
    for (i = start; i <= stop; i++)
      u[i] = u_new[i];
  }
  
  void _main() {
    int iter;

    MPI_Init();
    MPI_COMM_WORLD = MPI_Comm_create(proc_scope, MPI_GCOMM_WORLD, _rank);
    init();
    write_frame(0);
    for (iter = 1; iter <= nsteps; iter++) {
      exchange_ghost_cells();
      update();
      if (iter%wstep==0) write_frame(iter);
    }
    MPI_Finalize();
    MPI_Comm_destroy(MPI_COMM_WORLD);
    free(u);
    free(u_new);
    if (rank == 0)
      free(buf);
  }

  _main();
}

void run_par() {
  $proc procs[NPROCS];          // the MPI processes

  MPI_GCOMM_WORLD = CMPI_Gcomm_create($root, NPROCS);
  for (int i=0; i<NPROCS; i++) procs[i] = $spawn MPI_Process(i);
  for (int i=0; i<NPROCS; i++) $wait(procs[i]);
  CMPI_Gcomm_destroy(MPI_GCOMM_WORLD);
}  

void main() {
  for (int i=0; i<NX; i++) ;
  for (int i=0; i<NSTEPS; i++) ;
  for (int i=0; i<WSTEP; i++) ;
  for (int i=0; i<NPROCS; i++) ;
  
  for (int i=0; i<NX; i++) u_init[i] = i;

  run_seq();
  run_par();
  for (int i=0; i<NX; i++) {
    printf("output[%d] = %d\n", i, output_seq[i]);
    $assert(output_seq[i]==output_par[i]);
  }
}