350 lines
7.9 KiB
C
350 lines
7.9 KiB
C
/*
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* Generate/analyze pareto/zipf distributions to better understand
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* what an access pattern would look like.
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*
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* For instance, the following would generate a zipf distribution
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* with theta 1.2, using 262144 (1 GiB / 4096) values and split the
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* reporting into 20 buckets:
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*
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* ./t/fio-genzipf -t zipf -i 1.2 -g 1 -b 4096 -o 20
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*
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* Only the distribution type (zipf or pareto) and spread input need
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* to be given, if not given defaults are used.
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*
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*/
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#include <stdio.h>
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#include <stdlib.h>
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#include <fcntl.h>
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#include <string.h>
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#include <unistd.h>
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#include "../lib/zipf.h"
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#include "../lib/gauss.h"
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#include "../flist.h"
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#include "../hash.h"
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#define DEF_NR_OUTPUT 20
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struct node {
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struct flist_head list;
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unsigned long long val;
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unsigned long hits;
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};
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static struct flist_head *hash;
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static unsigned long hash_bits = 24;
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static unsigned long hash_size = 1 << 24;
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enum {
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TYPE_NONE = 0,
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TYPE_ZIPF,
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TYPE_PARETO,
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TYPE_NORMAL,
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};
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static const char *dist_types[] = { "None", "Zipf", "Pareto", "Normal" };
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enum {
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OUTPUT_NORMAL,
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OUTPUT_CSV,
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};
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static int dist_type = TYPE_ZIPF;
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static unsigned long gib_size = 500;
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static unsigned long block_size = 4096;
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static unsigned long output_nranges = DEF_NR_OUTPUT;
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static double percentage;
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static double dist_val;
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static int output_type = OUTPUT_NORMAL;
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#define DEF_ZIPF_VAL 1.2
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#define DEF_PARETO_VAL 0.3
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static unsigned int hashv(unsigned long long val)
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{
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return jhash(&val, sizeof(val), 0) & (hash_size - 1);
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}
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static struct node *hash_lookup(unsigned long long val)
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{
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struct flist_head *l = &hash[hashv(val)];
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struct flist_head *entry;
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struct node *n;
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flist_for_each(entry, l) {
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n = flist_entry(entry, struct node, list);
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if (n->val == val)
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return n;
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}
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return NULL;
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}
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static void hash_insert(struct node *n, unsigned long long val)
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{
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struct flist_head *l = &hash[hashv(val)];
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n->val = val;
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n->hits = 1;
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flist_add_tail(&n->list, l);
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}
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static void usage(void)
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{
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printf("genzipf: test zipf/pareto values for fio input\n");
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printf("\t-h\tThis help screen\n");
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printf("\t-p\tGenerate size of data set that are hit by this percentage\n");
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printf("\t-t\tDistribution type (zipf, pareto, or normal)\n");
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printf("\t-i\tDistribution algorithm input (zipf theta, pareto power,\n"
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"\t\tor normal %% deviation)\n");
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printf("\t-b\tBlock size of a given range (in bytes)\n");
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printf("\t-g\tSize of data set (in gigabytes)\n");
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printf("\t-o\tNumber of output rows\n");
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printf("\t-c\tOutput ranges in CSV format\n");
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}
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static int parse_options(int argc, char *argv[])
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{
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const char *optstring = "t:g:i:o:b:p:ch";
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int c, dist_val_set = 0;
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while ((c = getopt(argc, argv, optstring)) != -1) {
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switch (c) {
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case 'h':
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usage();
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return 1;
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case 'p':
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percentage = atof(optarg);
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break;
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case 'b':
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block_size = strtoul(optarg, NULL, 10);
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break;
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case 't':
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if (!strncmp(optarg, "zipf", 4))
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dist_type = TYPE_ZIPF;
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else if (!strncmp(optarg, "pareto", 6))
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dist_type = TYPE_PARETO;
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else if (!strncmp(optarg, "normal", 6))
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dist_type = TYPE_NORMAL;
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else {
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printf("wrong dist type: %s\n", optarg);
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return 1;
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}
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break;
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case 'g':
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gib_size = strtoul(optarg, NULL, 10);
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break;
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case 'i':
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dist_val = atof(optarg);
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dist_val_set = 1;
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break;
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case 'o':
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output_nranges = strtoul(optarg, NULL, 10);
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break;
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case 'c':
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output_type = OUTPUT_CSV;
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break;
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default:
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printf("bad option %c\n", c);
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return 1;
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}
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}
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if (dist_type == TYPE_PARETO) {
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if ((dist_val >= 1.00 || dist_val < 0.00)) {
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printf("pareto input must be > 0.00 and < 1.00\n");
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return 1;
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}
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if (!dist_val_set)
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dist_val = DEF_PARETO_VAL;
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} else if (dist_type == TYPE_ZIPF) {
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if (dist_val == 1.0) {
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printf("zipf input must be different than 1.0\n");
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return 1;
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}
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if (!dist_val_set)
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dist_val = DEF_ZIPF_VAL;
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}
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return 0;
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}
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struct output_sum {
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double output;
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unsigned int nranges;
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};
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static int node_cmp(const void *p1, const void *p2)
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{
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const struct node *n1 = p1;
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const struct node *n2 = p2;
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return n2->hits - n1->hits;
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}
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static void output_csv(struct node *nodes, unsigned long nnodes)
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{
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unsigned long i;
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printf("rank, count\n");
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for (i = 0; i < nnodes; i++)
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printf("%lu, %lu\n", i, nodes[i].hits);
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}
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static void output_normal(struct node *nodes, unsigned long nnodes,
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unsigned long nranges)
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{
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unsigned long i, j, cur_vals, interval_step, next_interval, total_vals;
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unsigned long blocks = percentage * nnodes / 100;
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double hit_percent_sum = 0;
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unsigned long long hit_sum = 0;
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double perc, perc_i;
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struct output_sum *output_sums;
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interval_step = (nnodes - 1) / output_nranges + 1;
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next_interval = interval_step;
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output_sums = malloc(output_nranges * sizeof(struct output_sum));
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for (i = 0; i < output_nranges; i++) {
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output_sums[i].output = 0.0;
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output_sums[i].nranges = 0;
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}
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j = total_vals = cur_vals = 0;
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for (i = 0; i < nnodes; i++) {
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struct output_sum *os = &output_sums[j];
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struct node *node = &nodes[i];
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cur_vals += node->hits;
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total_vals += node->hits;
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os->nranges += node->hits;
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if (i == (next_interval) -1 || i == nnodes - 1) {
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os->output = (double) cur_vals / (double) nranges;
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os->output *= 100.0;
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cur_vals = 0;
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next_interval += interval_step;
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j++;
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}
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if (percentage) {
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if (total_vals >= blocks) {
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double cs = (double) i * block_size / (1024.0 * 1024.0);
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char p = 'M';
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if (cs > 1024.0) {
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cs /= 1024.0;
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p = 'G';
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}
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if (cs > 1024.0) {
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cs /= 1024.0;
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p = 'T';
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}
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printf("%.2f%% of hits satisfied in %.3f%cB of cache\n", percentage, cs, p);
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percentage = 0.0;
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}
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}
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}
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perc_i = 100.0 / (double)output_nranges;
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perc = 0.0;
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printf("\n Rows Hits %% Sum %% # Hits Size\n");
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printf("-----------------------------------------------------------------------\n");
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for (i = 0; i < output_nranges; i++) {
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struct output_sum *os = &output_sums[i];
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double gb = (double)os->nranges * block_size / 1024.0;
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char p = 'K';
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if (gb > 1024.0) {
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p = 'M';
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gb /= 1024.0;
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}
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if (gb > 1024.0) {
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p = 'G';
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gb /= 1024.0;
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}
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perc += perc_i;
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hit_percent_sum += os->output;
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hit_sum += os->nranges;
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printf("%s %6.2f%%\t%6.2f%%\t\t%6.2f%%\t\t%8u\t%6.2f%c\n",
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i ? "|->" : "Top", perc, os->output, hit_percent_sum,
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os->nranges, gb, p);
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}
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printf("-----------------------------------------------------------------------\n");
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printf("Total\t\t\t\t\t\t%8llu\n", hit_sum);
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free(output_sums);
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}
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int main(int argc, char *argv[])
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{
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unsigned long offset;
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unsigned long long nranges;
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unsigned long nnodes;
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struct node *nodes;
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struct zipf_state zs;
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struct gauss_state gs;
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int i, j;
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if (parse_options(argc, argv))
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return 1;
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if (output_type != OUTPUT_CSV)
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printf("Generating %s distribution with %f input and %lu GiB size and %lu block_size.\n",
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dist_types[dist_type], dist_val, gib_size, block_size);
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nranges = gib_size * 1024 * 1024 * 1024ULL;
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nranges /= block_size;
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if (dist_type == TYPE_ZIPF)
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zipf_init(&zs, nranges, dist_val, 1);
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else if (dist_type == TYPE_PARETO)
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pareto_init(&zs, nranges, dist_val, 1);
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else
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gauss_init(&gs, nranges, dist_val, 1);
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hash_bits = 0;
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hash_size = nranges;
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while ((hash_size >>= 1) != 0)
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hash_bits++;
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hash_size = 1 << hash_bits;
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hash = calloc(hash_size, sizeof(struct flist_head));
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for (i = 0; i < hash_size; i++)
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INIT_FLIST_HEAD(&hash[i]);
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nodes = malloc(nranges * sizeof(struct node));
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for (i = j = 0; i < nranges; i++) {
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struct node *n;
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if (dist_type == TYPE_ZIPF)
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offset = zipf_next(&zs);
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else if (dist_type == TYPE_PARETO)
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offset = pareto_next(&zs);
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else
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offset = gauss_next(&gs);
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n = hash_lookup(offset);
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if (n)
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n->hits++;
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else {
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hash_insert(&nodes[j], offset);
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j++;
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}
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}
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qsort(nodes, j, sizeof(struct node), node_cmp);
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nnodes = j;
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if (output_type == OUTPUT_CSV)
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output_csv(nodes, nnodes);
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else
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output_normal(nodes, nnodes, nranges);
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free(hash);
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free(nodes);
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return 0;
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}
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