File: tls2.c

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/* -*- mode: C -*-  */
/* 
   IGraph library.
   Copyright (C) 2011-2012  Gabor Csardi <csardi.gabor@gmail.com>
   334 Harvard street, Cambridge MA, 02139 USA
   
   This program is free software; you can redistribute it and/or modify
   it under the terms of the GNU General Public License as published by
   the Free Software Foundation; either version 2 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 General Public License
   along with this program; if not, write to the Free Software
   Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 
   02110-1301 USA

*/

#include <igraph.h>
#include <pthread.h>
#include <unistd.h>
#include <string.h>

#include "igraph_arpack_internal.h"

/* Test whether ARPACK is thread-safe. We will create two threads, 
   each calling a different ARPACK eigensolver. We will make sure that
   the ARPACK calls from the two threads overlap */

typedef struct thread_data_t {
  igraph_matrix_t *m;
  igraph_vector_t *result;
  pthread_cond_t *cond;
  pthread_mutex_t *mutex;
  int *steps, *othersteps;
} thread_data_t;

int arpack_mult(igraph_real_t *to, igraph_real_t *from, int n, 
		igraph_matrix_t *matrix) {
  /* TODO */
  igraph_blas_dgemv_array(/*transpose=*/ 0, /*alpha=*/ 1.0, matrix,
			  from, /*beta=*/ 0.0, to);

  return 0;
}

/* This is the function performed by each thread. It calles the
   low-level ARPACK symmetric eigensolver, step by step. After each
   step, it synchronizes with the other thread.
   
   The synchronization ensures that the two threads are using the
   thread-local variables at the same time. If they are really
   thread-local, then ARPACK still delivers the correct solution for
   the two matrices. Otherwise the result is undefined: maybe results
   will be incorrect, or the program will crash.

   This function is basically a simplified copy of igraph_arpack_rssolve.
*/

void *thread_function(void *arg) {
  thread_data_t *data=(thread_data_t*) arg;
  igraph_matrix_t *M=data->m;
  igraph_vector_t *result=data->result;
  pthread_cond_t *cond=data->cond;
  pthread_mutex_t *mutex=data->mutex;
  igraph_arpack_options_t options;
  igraph_real_t *v, *workl, *workd, *d, *resid, *ax;
  int *select;
  int ido=0;
  int rvec=1;
  char *all="All";
  int i;

  igraph_arpack_options_init(&options);
  options.n = igraph_matrix_nrow(M);
  options.ldv = options.n;
  options.nev = 1;
  options.ncv = 3;
  options.lworkl = options.ncv * (options.ncv+8);
  options.which[0] = 'L'; options.which[1] = 'M';

  options.iparam[0]=options.ishift;
  options.iparam[2]=options.mxiter;
  options.iparam[3]=options.nb;
  options.iparam[4]=0;
  options.iparam[6]=options.mode;
  options.info=options.start;

  v=igraph_Calloc(options.ldv * options.ncv, igraph_real_t);
  workl=igraph_Calloc(options.lworkl, igraph_real_t);
  workd=igraph_Calloc(3*options.n, igraph_real_t);
  d=igraph_Calloc(2*options.ncv, igraph_real_t);
  resid=igraph_Calloc(options.n, igraph_real_t);
  ax=igraph_Calloc(options.n, igraph_real_t);
  select=igraph_Calloc(options.ncv, int);
  
  if (!v || !workl || !workd || !d || !resid || !ax || !select) { 
    printf("Out of memory\n");
    return 0;
  }
  
  while (1) {
#if IGRAPH_THREAD_SAFE
    igraphdsaupd_(&ido, options.bmat, &options.n, options.which,
		  &options.nev, &options.tol, resid, &options.ncv, v, 
		  &options.ldv, options.iparam, options.ipntr, workd,
		  workl, &options.lworkl, &options.info);
#endif
    
    if (ido == -1 || ido == 1) {
      
      igraph_real_t *from=workd+options.ipntr[0]-1;
      igraph_real_t *to=workd+options.ipntr[1]-1;
      arpack_mult(to, from, options.n, M);
      
    } else { 
      break;
    }

    pthread_mutex_lock(mutex);
    *(data->steps) += 1;
    if ( *(data->othersteps) == *(data->steps) ) { 
      pthread_cond_signal(cond);
    }

    while ( *(data->othersteps) < *(data->steps) && *(data->othersteps) != -1 ) {
      pthread_cond_wait(cond, mutex);
    }
    pthread_mutex_unlock(mutex);
  }

  pthread_mutex_lock(mutex);
  *data->steps = -1;
  pthread_cond_signal(cond);
  pthread_mutex_unlock(mutex);

  if (options.info != 0) {
    printf("ARPACK error\n");
    return 0;
  }

#if IGRAPH_THREAD_SAFE
  igraphdseupd_(&rvec, all, select, d, v, &options.ldv,
		&options.sigma, options.bmat, &options.n,
		options.which, &options.nev, &options.tol,
		resid, &options.ncv, v, &options.ldv, options.iparam,
		options.ipntr, workd, workl, &options.lworkl,
		&options.ierr);
#endif
  
  if (options.ierr != 0) {
    printf("ARPACK error\n");
    return 0;
  }
  
  igraph_vector_resize(result, options.n);
  for (i=0; i<options.n; i++) {
    VECTOR(*result)[i] = v[i];
  }

  free(v);
  free(workl);
  free(workd);
  free(d);
  free(resid);
  free(ax);
  free(select);

  return 0;
}

int main() {
  pthread_t thread_id1, thread_id2;
  void *exit_status1, *exit_status2;
  igraph_matrix_t m1, m2;
  igraph_vector_t result1, result2;
  pthread_cond_t steps_cond = PTHREAD_COND_INITIALIZER;
  pthread_mutex_t steps_mutex = PTHREAD_MUTEX_INITIALIZER;
  int steps1=0, steps2=0;
  thread_data_t 
    data1 = { &m1, &result1, &steps_cond, &steps_mutex, &steps1, &steps2 },
    data2 = { &m2, &result2, &steps_cond, &steps_mutex, &steps2, &steps1 };
  int i, j;

  /* Skip if igraph is not thread safe */
  if (!IGRAPH_THREAD_SAFE) {
    return 77;
  }

  igraph_matrix_init(&m1, 10, 10);
  igraph_matrix_init(&m2, 10, 10);
  igraph_vector_init(&result1, igraph_matrix_nrow(&m1));
  igraph_vector_init(&result2, igraph_matrix_nrow(&m2));  

  igraph_rng_seed(igraph_rng_default(), 42);
  
  for (i=0; i<igraph_matrix_nrow(&m1); i++) {
    for (j=0; j<=i; j++) {
      MATRIX(m1, i, j) = MATRIX(m1, j, i) = 
	igraph_rng_get_integer(igraph_rng_default(), 0, 10);
    }
  }

  for (i=0; i<igraph_matrix_nrow(&m2); i++) {
    for (j=0; j<=i; j++) {
      MATRIX(m2, i, j) = MATRIX(m2, j, i) = 
	igraph_rng_get_integer(igraph_rng_default(), 0, 10);
    }
  }

  pthread_create(&thread_id1, NULL, thread_function, (void *) &data1);
  pthread_create(&thread_id2, NULL, thread_function, (void *) &data2);

  pthread_join(thread_id1, &exit_status1);
  pthread_join(thread_id2, &exit_status2);

  igraph_matrix_print(&m1);
  igraph_vector_print(&result1);
  printf("---\n");
  igraph_matrix_print(&m2);
  igraph_vector_print(&result2);
  
  igraph_vector_destroy(&result1);
  igraph_vector_destroy(&result2);
  igraph_matrix_destroy(&m1);
  igraph_matrix_destroy(&m2);  

  return 0;
}