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#include <stdbool.h> // bool
#include <string.h> // memset()
#include "util.h"
#include "km.h"
// init a set with num_clusters clusters of shape num_floats by picking
// random cluster centers
bool
km_init_rand(
km_set_t * const cs,
const size_t num_clusters,
const km_set_t * const set,
km_rand_t * const rs
) {
// get number of floats from data set
const size_t num_floats = set->shape.num_floats;
// init cluster shape
const km_shape_t shape = {
.num_floats = num_floats,
.num_ints = 1,
};
// generate random cluster centers
float floats[num_floats * num_clusters];
if (!km_rand_get_floats(rs, num_floats * num_clusters, floats)) {
// return failure
return false;
}
// FIXME: should probably be heap-allocated
int ints[num_clusters];
memset(ints, 0, sizeof(ints));
// init cluster set
if (!km_set_init(cs, &shape, num_clusters)) {
// return failure
return false;
}
// add data, return result
return km_set_push(cs, num_clusters, floats, ints);
}
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