diff options
author | KatolaZ <katolaz@freaknet.org> | 2017-09-27 15:06:31 +0100 |
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committer | KatolaZ <katolaz@freaknet.org> | 2017-09-27 15:06:31 +0100 |
commit | 3aee2fd43e3059a699af2b63c6f2395e5a55e515 (patch) | |
tree | 58c95505a0906ed9cfa694f9dbd319403fd8f01d /src/utils/cum_distr.c |
First commit on github -- NetBunch 1.0
Diffstat (limited to 'src/utils/cum_distr.c')
-rw-r--r-- | src/utils/cum_distr.c | 134 |
1 files changed, 134 insertions, 0 deletions
diff --git a/src/utils/cum_distr.c b/src/utils/cum_distr.c new file mode 100644 index 0000000..1445323 --- /dev/null +++ b/src/utils/cum_distr.c @@ -0,0 +1,134 @@ +/** + * 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 3 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, see + * <http://www.gnu.org/licenses/>. + * + * (c) Vincenzo Nicosia 2009-2017 -- <v.nicosia@qmul.ac.uk> + * + * This file is part of NetBunch, a package for complex network + * analysis and modelling. For more information please visit: + * + * http://www.complex-networks.net/ + * + * If you use this software, please add a reference to + * + * V. Latora, V. Nicosia, G. Russo + * "Complex Networks: Principles, Methods and Applications" + * Cambridge University Press (2017) + * ISBN: 9781107103184 + * + *********************************************************************** + * + * Implementation of a data structure to maintain a cumulative + * distribution and sample values from it. Used in all the models of + * growing graphs based on some kind of preferential attachment. + * + */ + + + +#include <stdlib.h> +#include <stdio.h> +#include "cum_distr.h" + + + +cum_distr_t* cum_distr_init(unsigned int N){ + + cum_distr_t* d = NULL; + + d = malloc(sizeof(cum_distr_t)); + + d->N = N; + d->num = 0; + d->sum = 0; + + d->v = malloc((d->N) * sizeof(idval_t)); + + return d; +} + + +int cum_distr_add(cum_distr_t *d, unsigned int id, long double val){ + + idval_t *tmp; + + if (d->num == d->N){ + //fprintf(stderr, "+++++++++ REALLOC ++++++++++\n"); + d->N += 10; + tmp = realloc(d->v, d->N * sizeof(idval_t)); + if (!tmp){ + d->N -= 10; + fprintf(stderr, "#### Error!!! Unable to add more values to the cumulative distribution!!!\n"); + return -1; + } + else{ + d->v = tmp; + } + } + + d->sum += val; + d->v[d->num].id = id; + d->v[d->num].value = d->sum; + d->num += 1; + //fprintf(stderr, ">>>>>> update >>>>>> d->num: %d\n", d->num); + return 0; + +} + + + +/* sample an id from the cumulative distribution, by means of binary + search */ +unsigned int cum_distr_sample(cum_distr_t *d){ + + long double val; + unsigned int high, low, cur; + + val = d->sum * rand() / RAND_MAX; + + cur = d->num / 2; + + low = 0; + high = d->num - 1; + + while (low < high){ + if (d->v[cur].value < val){ + low = cur+1; + } + else if(d->v[cur].value >= val){ + high = cur; + } + cur = (high + low) / 2; + } + return d->v[cur].id; +} + + + +void cum_distr_dump(cum_distr_t *d){ + + unsigned int i; + + + for(i=0; i< d->num; i++){ + fprintf(stderr, "(%d, %g)\n", d->v[i].id, (double)(d->v[i].value)); + } +} + + +void cum_distr_destroy(cum_distr_t *d){ + + free(d->v); + free(d); +} |