view tests/pointset_test/genpoints2.c @ 597:fac63f65753e

Remove LIBGSL from library link stage

At present, the library doesn't depend on libgsl.  If Windows porting
goes faster than APIs for sample and index, removing libgsl from the
link equation will help.

#include <sys/types.h>
#include <sys/stat.h>
#include <fcntl.h>
#include <math.h>
#include <stdlib.h>
#include <stdio.h>

double randn();
double randbl();

/* genpoints count radius^2 */
int main(int argc, char *argv[]) {
  if (argc < 3) {
    fprintf(stderr, "usage: %s count radius^2 [dim]\n", argv[0]);
    exit(1);
  }
  long int count = strtol(argv[1], NULL, 0);
  double rsquared = strtod(argv[2], NULL);
  long int dim = 3;
  if(argc > 3)
    dim = strtol(argv[3], NULL, 0);
  
  // Generate *count* Gaussian Random vectors in R^*dim*
  // sitting on the *rdashed*-sphere

  srandom(time(NULL));

  int i,j;
  for (i = 0; i < count + 1; i++) {
    // Normed Gaussian random vectors are distributed uniformly on unit sphere
    double* coords = malloc(dim * sizeof(double));
    double nmsq = 0.0;

    for (j = 0; j < dim; j++){
      if(i < count)
	coords[j] = randn();
      else
	coords[j] = 0.0;
      nmsq += coords[j]*coords[j];
    }

    double nm2 = 0.0;
    if(i < count){
      nm2 = sqrt(rsquared/nmsq);
      // Place on rdash-sphere
      for (j = 0; j < dim; j++)
	coords[j] *= nm2;
    }
    // Translate to (0,0,...,1)
    coords[dim-1]+=1.0; 

    // Compute distance to (0,0,...,1)
    nmsq = 0.0;
    for (j = 0; j < dim-1; j++){
      nmsq += coords[j]*coords[j];
    }
    // Save last value to distance calulcation to query(0,0,...,1)
    double nth = coords[dim-1];
    // Output to ASCII terminal
    printf("(");
    for(j = 0; j < dim; j++)
      printf("%8.3f ", coords[j]);
    printf(") d = %8.3f\n", sqrt(nmsq + (nth-1)*(nth-1)));
    

    // Save single feature vector
    char name[40];
    if(i < count)
      snprintf(name, 39, i<10?"testfeature0%d":"testfeature%d", i);
    else
      snprintf(name, 39, "queryfeature");
    /* assumes $PWD is right */
    int fd = open(name, O_CREAT|O_TRUNC|O_WRONLY, S_IWUSR|S_IRUSR|S_IRGRP|S_IROTH);

    write(fd, &dim, sizeof(int));
    for(j = 0; j < dim; j++)
      write(fd, coords + j, sizeof(double));
    close(fd);

    free(coords);
  }
  exit(0);
}

// Genereate U[0,1]
double randbl(){
  return (   (double)rand() / ((double)(RAND_MAX)+(double)(1)) );
}

// Generate z ~ N(0,1)
double randn(){
// Box-Muller
  double x1, x2;
  do{
    x1 = randbl();
  } while (x1 == 0); // cannot take log of 0
  x2 = randbl();
  double z = sqrt(-2.0 * log(x1)) * cos(2.0 * M_PI * x2);
  return z;
}