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#include <u.h>
#include <libc.h>
#include <bio.h>
#include <regexp.h>
#include "hash.h"
enum
{
MAXTAB = 256,
MAXBEST = 32,
};
typedef struct Table Table;
struct Table
{
char *file;
Hash *hash;
int nmsg;
};
typedef struct Word Word;
struct Word
{
Stringtab *s; /* from hmsg */
int count[MAXTAB]; /* counts from each table */
double p[MAXTAB]; /* probabilities from each table */
double mp; /* max probability */
int mi; /* w.p[w.mi] = w.mp */
};
Table tab[MAXTAB];
int ntab;
Word best[MAXBEST];
int mbest;
int nbest;
int debug;
void
usage(void)
{
fprint(2, "usage: bayes [-D] [-m maxword] boxhash ... ~ msghash ...\n");
exits("usage");
}
void*
emalloc(int n)
{
void *v;
v = mallocz(n, 1);
if(v == nil)
sysfatal("out of memory");
return v;
}
void
noteword(Word *w)
{
int i;
for(i=nbest-1; i>=0; i--)
if(w->mp < best[i].mp)
break;
i++;
if(i >= mbest)
return;
if(nbest == mbest)
nbest--;
if(i < nbest)
memmove(&best[i+1], &best[i], (nbest-i)*sizeof(best[0]));
best[i] = *w;
nbest++;
}
Hash*
hread(char *s)
{
Hash *h;
Biobuf *b;
if((b = Bopenlock(s, OREAD)) == nil)
sysfatal("open %s: %r", s);
h = emalloc(sizeof(Hash));
Breadhash(b, h, 1);
Bterm(b);
return h;
}
void
main(int argc, char **argv)
{
int i, j, a, mi, oi, tot, keywords;
double totp, p, xp[MAXTAB];
Hash *hmsg;
Word w;
Stringtab *s, *t;
Biobuf bout;
mbest = 15;
keywords = 0;
ARGBEGIN{
case 'D':
debug = 1;
break;
case 'k':
keywords = 1;
break;
case 'm':
mbest = atoi(EARGF(usage()));
if(mbest > MAXBEST)
sysfatal("cannot keep more than %d words", MAXBEST);
break;
default:
usage();
}ARGEND
for(i=0; i<argc; i++)
if(strcmp(argv[i], "~") == 0)
break;
if(i > MAXTAB)
sysfatal("cannot handle more than %d tables", MAXTAB);
if(i+1 >= argc)
usage();
for(i=0; i<argc; i++){
if(strcmp(argv[i], "~") == 0)
break;
tab[ntab].file = argv[i];
tab[ntab].hash = hread(argv[i]);
s = findstab(tab[ntab].hash, "*nmsg*", 6, 1);
if(s == nil || s->count == 0)
tab[ntab].nmsg = 1;
else
tab[ntab].nmsg = s->count;
ntab++;
}
Binit(&bout, 1, OWRITE);
oi = ++i;
for(a=i; a<argc; a++){
hmsg = hread(argv[a]);
nbest = 0;
for(s=hmsg->all; s; s=s->link){
w.s = s;
tot = 0;
totp = 0.0;
for(i=0; i<ntab; i++){
t = findstab(tab[i].hash, s->str, s->n, 0);
if(t == nil)
w.count[i] = 0;
else
w.count[i] = t->count;
tot += w.count[i];
p = w.count[i]/(double)tab[i].nmsg;
if(p >= 1.0)
p = 1.0;
w.p[i] = p;
totp += p;
}
if(tot < 5){ /* word does not appear enough; give to box 0 */
w.p[0] = 0.5;
for(i=1; i<ntab; i++)
w.p[i] = 0.1;
w.mp = 0.5;
w.mi = 0;
noteword(&w);
continue;
}
w.mp = 0.0;
for(i=0; i<ntab; i++){
p = w.p[i];
p /= totp;
if(p < 0.01)
p = 0.01;
else if(p > 0.99)
p = 0.99;
if(p > w.mp){
w.mp = p;
w.mi = i;
}
w.p[i] = p;
}
noteword(&w);
}
totp = 0.0;
for(i=0; i<ntab; i++){
p = 1.0;
for(j=0; j<nbest; j++)
p *= best[j].p[i];
xp[i] = p;
totp += p;
}
for(i=0; i<ntab; i++)
xp[i] /= totp;
mi = 0;
for(i=1; i<ntab; i++)
if(xp[i] > xp[mi])
mi = i;
if(oi != argc-1)
Bprint(&bout, "%s: ", argv[a]);
Bprint(&bout, "%s %f", tab[mi].file, xp[mi]);
if(keywords){
for(i=0; i<nbest; i++){
Bprint(&bout, " ");
Bwrite(&bout, best[i].s->str, best[i].s->n);
Bprint(&bout, " %f", best[i].p[mi]);
}
}
freehash(hmsg);
Bprint(&bout, "\n");
if(debug){
for(i=0; i<nbest; i++){
Bwrite(&bout, best[i].s->str, best[i].s->n);
Bprint(&bout, " %f", best[i].p[mi]);
if(best[i].p[mi] < best[i].mp)
Bprint(&bout, " (%f %s)", best[i].mp, tab[best[i].mi].file);
Bprint(&bout, "\n");
}
}
}
Bterm(&bout);
}
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