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#include <stdlib.h>
#include <stdio.h>
#include <errno.h>
#include <string.h>
#include <assert.h>
#include "mrses.h"
#define ITERATIONS 5000
#define PROPERTIES 2048
#define SAMPLES1 50
#define SAMPLES2 40
#define WIDTH 5
#define TESTS 10000
//#define SINGULAR
//#define SINGLE_MODE 1
typedef uint32_t *uint32_p;
int ptr_compare(void *a, void *b) {
return **(uint32_t**)b - **(uint32_t**)a;
}
int main() {
MRSESContext ctx;
MRSESDataType a[SAMPLES1 * PROPERTIES];
MRSESDataType b[SAMPLES2 * PROPERTIES];
MRSESDataType a_mean[PROPERTIES];
MRSESDataType b_mean[PROPERTIES];
#ifdef SINGLE_MODE
MRSESIntType tests[TESTS * WIDTH];
MRSESDataType results[TESTS];
#else
uint32_t hist[PROPERTIES];
uint32_p sort[PROPERTIES];
float sum;
#endif /* SINGLE_MODE */
MRSESDataType val;
int i,j;
int max_mode;
for (i = 0; i < PROPERTIES; i++) {
if ((i>3)&&(i<13)&&((i%2)==0)) max_mode = 1;
else max_mode = 0;
a_mean[i] = 0;
for (j = 0; j < SAMPLES1; j++) {
#ifdef SINGULAR
if (i == 20) val = 0;
else val = ((MRSESDataType)random()) / RAND_MAX;
if (max_mode) {
if ((i == 6)||(i == 8)) val = 9;
else val += 9;
}
#else /* SINGULAR */
val = ((MRSESDataType)random()) / RAND_MAX;
if (max_mode) val += 9;
#endif /* SINGULAR */
a [ i * SAMPLES1 + j ] = val;
a_mean[i] += val;
}
a_mean[i] /= SAMPLES1;
a_mean[i] = 0;
for (j = 0; j < SAMPLES2; j++) {
val = ((MRSESDataType)random()) / RAND_MAX;
b [ i * SAMPLES2 + j ] = val;
b_mean[i] += val;
}
b_mean[i] /= SAMPLES2;
}
ctx = mrses_create_context();
mrses_init_context(ctx, PROPERTIES, SAMPLES1, a, SAMPLES2, b);
mrses_set_distance_mode(ctx, 0);
mrses_prepare(ctx, WIDTH, TESTS);
#ifdef SINGLE_MODE
assert((TESTS + WIDTH) < PROPERTIES);
for (i = 1 ; i < TESTS ; i ++ ) {
for (j = 0; j < WIDTH ; j ++) {
tests[i * WIDTH + j] = i + j;
}
}
assert((4 + 2 * WIDTH) < PROPERTIES);
for (j = 0; j < WIDTH ; j ++) {
tests[j] = 4 + j * 2;
}
for (i = 0; i < ITERATIONS; i++) {
mrses_compute(ctx, TESTS, tests, results);
}
//mrses_compute(ctx, 1, tests, results);
#else /* SINGLE_MODE */
mrses_iterate(ctx, ITERATIONS, TESTS, NULL);
mrses_get_results(ctx, hist);
for (i = 0, sum = 0; i < PROPERTIES; i++) {
sort[i] = hist + i;
sum += hist[i];
}
/*
printf("%f\n", sum);
for (i = 4; i < 13; i+=2) {
printf("%i - %i\n", i+1, hist[i]);
}
*/
qsort(sort, PROPERTIES, sizeof(uint32_t*), (int (*)(const void*,const void*))ptr_compare);
for (i = 0; i < WIDTH; i++) {
j = sort[i] - hist;
printf("%6i ", j + 1);
}
printf("\n");
for (i = 0; i < WIDTH; i++) {
printf("%6.2f%% ", 100*WIDTH*(*sort[i])/sum);
}
printf("\n");
#endif /* SINGLE_MODE */
mrses_destroy_context(ctx);
return (0);
}
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