Plan 9 from Bell Labs 2003-09-20

386/bin/upas/isspam

@@ -0,0 +1,2 @@
+#!/bin/rc
+exec /mail/lib/isspam.rc $*

386/bin/upas/msgcat

@@ -0,0 +1,2 @@
+#!/bin/rc
+exec /mail/lib/msgcat.rc $*

386/bin/upas/spam

@@ -0,0 +1,2 @@
+#!/bin/rc
+exec /mail/lib/spam.rc $*

386/bin/upas/unspam

@@ -0,0 +1,2 @@
+#!/bin/rc
+exec /mail/lib/unspam.rc $*

acme/bin/Isspam

@@ -0,0 +1,13 @@
+#!/bin/rc
+
+if(! ~ $#* 0){
+	echo usage: Isspam >[1=2]
+	exit usage
+}
+
+if(! ~ `{pwd} /mail/fs/*/[0-9]* || ! test -f raw || ! test -f unixheader){
+	echo must run in mail directory >[1=2]
+	exit 'bad dir'
+}
+
+cat unixheader raw | upas/isspam

acme/bin/Spam

@@ -0,0 +1,13 @@
+#!/bin/rc
+
+if(! ~ $#* 0){
+	echo usage: Spam >[1=2]
+	exit usage
+}
+
+if(! ~ `{pwd} /mail/fs/*/[0-9]* || ! test -f raw || ! test -f unixheader){
+	echo must run in mail directory >[1=2]
+	exit 'bad dir'
+}
+
+cat unixheader raw | upas/spam

acme/bin/Unspam

@@ -0,0 +1,13 @@
+#!/bin/rc
+
+if(! ~ $#* 0){
+	echo usage: Unspam >[1=2]
+	exit usage
+}
+
+if(! ~ `{pwd} /mail/fs/*/[0-9]* || ! test -f raw || ! test -f unixheader){
+	echo must run in mail directory >[1=2]
+	exit 'bad dir'
+}
+
+cat unixheader raw | upas/unspam

dist/replica/plan9.db

@@ -419,15 +419,20 @@
 386/bin/unmount - 775 sys sys 1039758599 37108
 386/bin/unzip - 775 sys sys 1056364371 90133
 386/bin/upas - 20000000775 sys sys 1016857390 0
+386/bin/upas/addhash - 775 sys sys 1063951060 67859
 386/bin/upas/aliasmail - 775 sys sys 1056364372 101747
+386/bin/upas/bayes - 775 sys sys 1063951059 70530
 386/bin/upas/deliver - 775 sys sys 1056397816 98261
 386/bin/upas/filter - 775 sys sys 1056364374 145705
 386/bin/upas/fs - 775 sys sys 1056550611 332282
+386/bin/upas/isspam - 775 sys sys 1063951061 38
 386/bin/upas/list - 775 sys sys 1056364376 81442
 386/bin/upas/marshal - 775 sys sys 1057551516 129418
 386/bin/upas/ml - 775 sys sys 1056364378 118225
 386/bin/upas/mlmgr - 775 sys sys 1056364379 101122
 386/bin/upas/mlowner - 775 sys sys 1056364379 90420
+386/bin/upas/msgcat - 775 sys sys 1063951061 38
+386/bin/upas/msgtok - 775 sys sys 1063951060 75149
 386/bin/upas/nedmail - 775 sys sys 1062073158 150192
 386/bin/upas/pop3 - 775 sys sys 1057795518 256813
 386/bin/upas/qer - 775 sys sys 1056364382 98666
@@ -437,8 +442,10 @@
 386/bin/upas/send - 775 sys sys 1057795515 189757
 386/bin/upas/smtp - 775 sys sys 1056364386 269559
 386/bin/upas/smtpd - 775 sys sys 1061837270 313594
+386/bin/upas/spam - 775 sys sys 1063951061 36
 386/bin/upas/testscan - 775 sys sys 1056364389 82401
 386/bin/upas/token - 775 sys sys 1056364389 76198
+386/bin/upas/unspam - 775 sys sys 1063951061 38
 386/bin/upas/vf - 775 sys sys 1056364390 90554
 386/bin/usb - 20000000775 sys sys 1019538890 0
 386/bin/usb/usbaudio - 775 sys sys 1056364391 176315
@@ -597,8 +604,11 @@ acme/bin/386/mkwnew - 775 sys sys 1045538113 39475
 acme/bin/386/spout - 775 sys sys 1056364446 60299
 acme/bin/386/win - 775 sys sys 1056364447 179891
 acme/bin/Battery - 775 sys sys 1017457907 451
+acme/bin/Isspam - 775 sys sys 1063951165 235
 acme/bin/Perl - 775 sys sys 1015011260 230
 acme/bin/README - 664 sys sys 1015011256 174
+acme/bin/Spam - 775 sys sys 1063951165 231
+acme/bin/Unspam - 775 sys sys 1063951165 235
 acme/bin/adiff - 775 sys sys 1015011256 541
 acme/bin/agrep - 775 sys sys 1015011256 37
 acme/bin/alpha - 20000000775 sys sys 1015011562 0
@@ -2777,21 +2787,30 @@ mail/faxqueue/faxrecipients - 664 upas upas 1015089361 41
 mail/fs - 20000000555 upas upas 952639473 0
 mail/lib - 20000000775 upas upas 1016731571 0
 mail/lib/blocked - 664 upas upas 956777853 460
+mail/lib/classify.re - 664 upas upas 1063950966 80082
 mail/lib/ignore - 664 upas upas 1039659117 148
+mail/lib/isspam.rc - 775 upas upas 1063950954 600
 mail/lib/justqmail - 775 upas upas 960055415 100
 mail/lib/kickqueue - 775 upas upas 960106166 89
 mail/lib/lazyqmail - 775 upas upas 999900927 116
+mail/lib/msgcat.rc - 775 upas upas 1063950954 697
 mail/lib/namefiles - 664 upas upas 960222586 63
 mail/lib/names.local - 664 upas upas 960222620 92
 mail/lib/patterns - 664 upas upas 957549063 602
-mail/lib/pipeto.lib - 664 upas upas 1056143135 2024
+mail/lib/pipeto.bayes - 664 upas upas 1063950935 129
+mail/lib/pipeto.lib - 664 upas upas 1063950623 3026
+mail/lib/prof.mbox - 664 upas upas 1063950959 13
+mail/lib/prof.spam - 664 upas upas 1063950959 13
 mail/lib/qmail - 775 upas upas 954266750 180
 mail/lib/remotemail - 775 upas upas 959722371 180
 mail/lib/rewrite - 664 upas upas 964036209 295
 mail/lib/rewrite.direct - 664 upas upas 1020271916 1048
 mail/lib/rewrite.gateway - 664 upas upas 1020271916 1078
+mail/lib/setup.bayes - 775 upas upas 1063950943 441
 mail/lib/smtpd.conf - 664 upas upas 961114164 536
 mail/lib/smtpd.conf.ext - 664 upas upas 956777845 763
+mail/lib/spam.rc - 775 upas upas 1063950954 400
+mail/lib/unspam.rc - 775 upas upas 1063950954 400
 mail/queue - 20000000777 upas upas 953302652 0
 mail/tmp - 20000000777 upas upas 953302655 0
 mips - 20000000775 sys sys 947989992 0
@@ -4813,7 +4832,7 @@ sys/man/3/segment - 664 sys sys 1017423721 2378
 sys/man/3/srv - 664 sys sys 958419690 1470
 sys/man/3/ssl - 664 sys sys 1018386776 3413
 sys/man/3/tls - 664 sys sys 1045501496 7018
-sys/man/3/uart - 664 sys sys 1017679309 1398
+sys/man/3/uart - 664 sys sys 1064028248 1398
 sys/man/3/usb - 664 sys sys 1063855746 6727
 sys/man/3/vga - 664 sys sys 1020356225 4827
 sys/man/4 - 20000000775 sys sys 1018581459 0
@@ -5260,7 +5279,7 @@ sys/src/9/pc/sdata.c - 664 sys sys 1056475678 50230
 sys/src/9/pc/sdmylex.c - 664 sys sys 1015014523 27750
 sys/src/9/pc/sdscsi.c - 664 sys sys 1055689892 7406
 sys/src/9/pc/trap.c - 664 sys sys 1056299507 19012
-sys/src/9/pc/uarti8250.c - 664 sys sys 1060266726 12826
+sys/src/9/pc/uarti8250.c - 664 sys sys 1064028221 12826
 sys/src/9/pc/uartpci.c - 664 sys sys 1015014524 2709
 sys/src/9/pc/usb.h - 664 sys sys 1063857246 3566
 sys/src/9/pc/usbuhci.c - 664 sys sys 1063857239 30688
@@ -5326,7 +5345,7 @@ sys/src/9/port/devsrv.c - 664 sys sys 1063856594 5197
 sys/src/9/port/devssl.c - 664 sys sys 1045063590 26100
 sys/src/9/port/devtinyfs.c - 664 sys sys 1015278339 15347
 sys/src/9/port/devtls.c - 664 sys sys 1055688453 43764
-sys/src/9/port/devuart.c - 664 sys sys 1060267239 11762
+sys/src/9/port/devuart.c - 664 sys sys 1064028192 11762
 sys/src/9/port/edf.c - 664 sys sys 1055688474 24743
 sys/src/9/port/edf.h - 664 sys sys 1055700516 4469
 sys/src/9/port/error.h - 664 sys sys 1055700517 2630
@@ -10477,6 +10496,23 @@ sys/src/cmd/upas/README - 664 sys sys 944961329 1041
 sys/src/cmd/upas/alias - 20000000775 sys sys 988250017 0
 sys/src/cmd/upas/alias/aliasmail.c - 664 sys sys 1055702824 5442
 sys/src/cmd/upas/alias/mkfile - 664 sys sys 1031707289 284
+sys/src/cmd/upas/bayes - 20000000775 sys sys 1063951011 0
+sys/src/cmd/upas/bayes/addhash.c - 664 sys sys 1063951007 1018
+sys/src/cmd/upas/bayes/bayes.c - 664 sys sys 1063951007 3823
+sys/src/cmd/upas/bayes/classify.re - 664 sys sys 1063951008 73671
+sys/src/cmd/upas/bayes/dfa.c - 664 sys sys 1063951008 14687
+sys/src/cmd/upas/bayes/dfa.h - 664 sys sys 1063951008 457
+sys/src/cmd/upas/bayes/dump.c - 664 sys sys 1063951008 1227
+sys/src/cmd/upas/bayes/hash.c - 664 sys sys 1063951009 4172
+sys/src/cmd/upas/bayes/hash.h - 664 sys sys 1063951009 459
+sys/src/cmd/upas/bayes/mkfile - 664 sys sys 1063951009 466
+sys/src/cmd/upas/bayes/msgclass.c - 664 sys sys 1063951009 4739
+sys/src/cmd/upas/bayes/msgdb.c - 664 sys sys 1063951010 902
+sys/src/cmd/upas/bayes/msgdb.h - 664 sys sys 1063951010 196
+sys/src/cmd/upas/bayes/msgdbx.c - 664 sys sys 1063951010 1509
+sys/src/cmd/upas/bayes/msgtok.c - 664 sys sys 1063951010 4185
+sys/src/cmd/upas/bayes/regcomp.c - 664 sys sys 1063951010 9707
+sys/src/cmd/upas/bayes/regen.c - 664 sys sys 1063951011 2452
 sys/src/cmd/upas/common - 20000000775 sys sys 1015088626 0
 sys/src/cmd/upas/common/aux.c - 664 sys sys 1019498851 2300
 sys/src/cmd/upas/common/become.c - 664 sys sys 1015009623 430

dist/replica/plan9.log

@@ -13342,3 +13342,46 @@
 1063899104 3 c sys/src/cmd/ip/mkfile - 664 sys sys 1063897563 1250
 1063899104 4 c sys/src/cmd/ip/ppp/mkfile - 664 sys sys 1063897576 352
 1063899104 5 c sys/src/cmd/ip/tftpd.c - 664 sys sys 1063897567 7186
+1063951232 0 a mail/lib/classify.re - 664 upas upas 1063950966 80082
+1063951232 1 a mail/lib/isspam.rc - 775 upas upas 1063950954 600
+1063951232 2 a mail/lib/msgcat.rc - 775 upas upas 1063950954 697
+1063951232 3 a mail/lib/pipeto.bayes - 664 upas upas 1063950935 129
+1063951232 4 c mail/lib/pipeto.lib - 664 upas upas 1063950623 3026
+1063951232 5 a mail/lib/prof.mbox - 664 upas upas 1063950959 13
+1063951232 6 a mail/lib/prof.spam - 664 upas upas 1063950959 13
+1063951232 7 a mail/lib/setup.bayes - 775 upas upas 1063950943 441
+1063951232 8 a mail/lib/spam.rc - 775 upas upas 1063950954 400
+1063951232 9 a mail/lib/unspam.rc - 775 upas upas 1063950954 400
+1063951232 10 a 386/bin/upas/addhash - 775 sys sys 1063951060 67859
+1063951232 11 a 386/bin/upas/bayes - 775 sys sys 1063951059 70530
+1063951232 12 a 386/bin/upas/isspam - 775 sys sys 1063951061 38
+1063951232 13 a 386/bin/upas/msgcat - 775 sys sys 1063951061 38
+1063951232 14 a 386/bin/upas/msgtok - 775 sys sys 1063951060 75149
+1063951232 15 a 386/bin/upas/spam - 775 sys sys 1063951061 36
+1063951232 16 a 386/bin/upas/unspam - 775 sys sys 1063951061 38
+1063951232 17 a acme/bin/Isspam - 775 sys sys 1063951165 235
+1063951232 18 a acme/bin/Spam - 775 sys sys 1063951165 231
+1063951232 19 a acme/bin/Unspam - 775 sys sys 1063951165 235
+1063951232 20 a sys/src/cmd/upas/bayes - 20000000775 sys sys 1063951011 0
+1063951232 21 a sys/src/cmd/upas/bayes/addhash.c - 664 sys sys 1063951007 1018
+1063951232 22 a sys/src/cmd/upas/bayes/bayes.c - 664 sys sys 1063951007 3823
+1063951232 23 a sys/src/cmd/upas/bayes/classify.re - 664 sys sys 1063951008 73671
+1063951232 24 a sys/src/cmd/upas/bayes/dfa.c - 664 sys sys 1063951008 14687
+1063951232 25 a sys/src/cmd/upas/bayes/dfa.h - 664 sys sys 1063951008 457
+1063951232 26 a sys/src/cmd/upas/bayes/dump.c - 664 sys sys 1063951008 1227
+1063951232 27 a sys/src/cmd/upas/bayes/hash.c - 664 sys sys 1063951009 4172
+1063951232 28 a sys/src/cmd/upas/bayes/hash.h - 664 sys sys 1063951009 459
+1063951232 29 a sys/src/cmd/upas/bayes/mkfile - 664 sys sys 1063951009 466
+1063951232 30 a sys/src/cmd/upas/bayes/msgclass.c - 664 sys sys 1063951009 4739
+1063951232 31 a sys/src/cmd/upas/bayes/msgdb.c - 664 sys sys 1063951010 902
+1063951232 32 a sys/src/cmd/upas/bayes/msgdb.h - 664 sys sys 1063951010 196
+1063951232 33 a sys/src/cmd/upas/bayes/msgdbx.c - 664 sys sys 1063951010 1509
+1063951232 34 a sys/src/cmd/upas/bayes/msgtok.c - 664 sys sys 1063951010 4185
+1063951232 35 a sys/src/cmd/upas/bayes/regcomp.c - 664 sys sys 1063951010 9707
+1063951232 36 a sys/src/cmd/upas/bayes/regen.c - 664 sys sys 1063951011 2452
+1064014253 0 c sys/src/9/port/devuart.c - 664 sys sys 1064014228 11762
+1064016055 0 c sys/man/3/uart - 664 sys sys 1064014669 1651
+1064016055 1 c sys/src/9/pc/uarti8250.c - 664 sys sys 1064014293 13393
+1064028667 0 c sys/man/3/uart - 664 sys sys 1064028248 1398
+1064028667 1 c sys/src/9/pc/uarti8250.c - 664 sys sys 1064028221 12826
+1064028667 2 c sys/src/9/port/devuart.c - 664 sys sys 1064028192 11762

mail/lib/classify.re

@@ -0,0 +1,410 @@
+# dreprog
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+# dreprog
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+# dreprog
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mail/lib/isspam.rc

@@ -0,0 +1,36 @@
+#!/bin/rc
+
+if (~ $#USER 0)
+	USER=$user
+cd /mail/box/$USER
+rfork en
+
+TMP=/tmp/spam.$sysname.$pid
+sed '/^$/,$ s/^From / From /' >$TMP.msg
+upas/fs -f $TMP.msg
+{
+	echo '# hash table'
+	upas/msgcat $TMP.msg | upas/msgtok |
+		grep -v '^....................(.*)	' |
+		sed 's/$/	1/'
+	} >$TMP.tok
+
+x=`{upas/bayes -k _prof.mbox _prof.spam ~ $TMP.tok}
+#echo xx $x xx >>/tmp/spam
+#ls -l _prof.mbox _prof.spam  $TMP.tok>>/tmp/spam
+where=$x(1)
+prob=$x(2)
+echo $where $prob
+*=($x)
+shift 2
+while(! ~ $#* 0){
+	echo '	' $1 $2
+	shift 2
+}
+rm -f $TMP.tok $TMP.msg
+if (~ $where *spam*){
+	exit ''
+}
+if not {
+	exit 'is ok'
+}

mail/lib/msgcat.rc

@@ -0,0 +1,50 @@
+#!/bin/rc
+
+rfork ne
+
+if(~ $1 /mail/fs/mbox*){
+	dir=$*
+}
+if not{
+	upas/fs -f $1
+	dir=/mail/fs/mbox/[0-9]*
+}
+
+fn catmsg {
+	t=`{cat type}
+	switch($t){
+	case text/html
+		cp body /tmp/xxx
+		echo '
+			,x/<!--(-?[^\-]|--[^>]|\n)*-->/ c//
+			,x/<[^>]+>/d
+			,p
+			u
+			,y/<[^>]+>/d
+			,p
+		' | sam -d body |[2] sed '1d;/^\?/d'
+	case text/*
+		cat body
+	case message/*
+		cat body
+	case multipart/alternative
+		if(~ `{cat 1/type} text/plain)
+			cd 1 && {catmsg; cd ..}
+		if not if (~ `{cat 2/type >[2]/dev/null} text/plain)
+			cd 2 && {catmsg; cd ..}
+		if not {
+			for (i in [0-9]*)
+				cd $i && {catmsg; cd ..}
+		}
+	case *
+		echo $t
+	}
+}
+
+for(i in $dir){
+	cd $i
+	cat unixheader header
+	echo
+	catmsg
+	echo
+}

mail/lib/pipeto.bayes

@@ -0,0 +1,10 @@
+#!/bin/rc
+
+# standard library
+. /mail/lib/pipeto.lib $*
+
+if(isspam)
+	spool-tagged-spam
+if not
+	spool /mail/box/$USER/mbox
+exit 0

mail/lib/pipeto.lib

@@ -36,6 +36,20 @@ fn spool {
 	$BIN/deliver $RECIP $D/from $_mbox < $D/raw || exit $status
 }
 
+# spool but change the subject line to note spam
+fn spool-tagged-spam {
+	if(~ $#* 0)
+		_mbox=$MBOX
+	if not
+		_mbox=$1
+	{
+		cat $D/rawheader | sed 's/^[Ss][Uu][Bb][Jj][Ee][Cc][Tt]:/& SPAM:/'
+		echo
+		cat $D/rawbody
+	} | $BIN/deliver $RECIP $D/from $_mbox || exit $status
+}
+
+
 # forward mail to a list of addresses
 fn forward {
 	upasname=`{awk '{print $2}' $D/unixheader} cat $D/raw | upas/send $* || exit $status
@@ -92,6 +106,34 @@ fn listupdate {
 	$BIN/list add $PF $D/from $D/to $D/cc $D/sender
 }
 
+# bayesian spam filter.  alternative to token.  see /mail/lib/bayes.setup
+fn isspam {
+	for(i in _prof.mbox _prof.spam _bounced){
+		if(! test -f $i){
+			echo 'need '^$i >[1=2]
+			exit 'need '^$i
+		}
+	}
+	{
+		echo '# hash table'
+		upas/msgcat $TMP.msg | upas/msgtok |
+			grep -v '^....................(.*)	' |
+			sed 's/$/	1/'
+	} >$TMP.tok
+	x=`{upas/bayes -k _prof.mbox _prof.spam ~ $TMP.tok | sed 's/_prof.//'}
+	where=$x(1)
+	prob=$x(2)
+	prob1000=`{echo $prob '*1000' | hoc | sed 's/\..*//'}
+	echo `{sed 's/^From ([^ ]+) (.*)/\2 from \1/' $D/unixheader} $x >>_bounced
+	if(~ $where spam && test $prob1000 -lt 999)
+		where=mbox
+	upas/addhash -o _prof.$where _prof.$where 1 $TMP.tok 1
+	if(~ $where spam)
+		where=''
+	status=$where
+}
+
+
 # save and parse the mail file
 sed '/^$/,$ s/^From / From /' >$TMP.msg
 upas/fs -f $TMP.msg || exit $status

mail/lib/prof.mbox

@@ -0,0 +1 @@
+# hash table

mail/lib/prof.spam

@@ -0,0 +1 @@
+# hash table

mail/lib/setup.bayes

@@ -0,0 +1,23 @@
+#!/bin/rc
+
+cd /mail/box/$user
+>>_bounced
+chmod +arw _bounced
+>>_prof.mbox
+>>_prof.spam
+if(! test -s _prof.mbox)
+	cp /mail/lib/prof.mbox _prof.mbox
+if(! test -s _prof.spam)
+	cp /mail/lib/prof.spam _prof.spam
+chmod +lrw _prof.mbox _prof.spam
+>>spam
+chmod +alrw spam
+i=0
+if(test -f pipeto){
+	while(test -f pipeto.$i)
+		i=`{echo 1+$i |hoc}
+	mv pipeto pipeto.$i
+	echo saved pipeto as pipeto.$i
+}
+cp /mail/lib/pipeto.bayes pipeto
+chmod 775 pipeto

mail/lib/spam.rc

@@ -0,0 +1,18 @@
+#!/bin/rc
+
+rfork en
+TMP=/tmp/spam.$sysname.$pid
+sed '/^$/,$ s/^From / From /' >$TMP.msg
+upas/fs -f $TMP.msg
+{
+	echo '# hash table'
+upas/msgcat $TMP.msg | upas/msgtok |
+	grep -v '^....................(.*)	'|
+		sed 's/$/	1/'
+} >$TMP.tok
+cd /mail/box/$user
+#cp $TMP.tok /tmp/_prof.spam
+upas/addhash -o _prof.mbox _prof.mbox 1 $TMP.tok -1
+upas/addhash -o _prof.spam _prof.spam 1 $TMP.tok 1
+rm -f $TMP.*
+

mail/lib/unspam.rc

@@ -0,0 +1,18 @@
+#!/bin/rc
+
+rfork en
+TMP=/tmp/spam.$sysname.$pid
+sed '/^$/,$ s/^From / From /' >$TMP.msg
+upas/fs -f $TMP.msg
+{
+	echo '# hash table'
+upas/msgcat $TMP.msg | upas/msgtok |
+	grep -v '^....................(.*)	'|
+		sed 's/$/	1/'
+} >$TMP.tok
+cd /mail/box/$user
+#cp $TMP.tok /tmp/_prof.mbox
+upas/addhash -o _prof.mbox _prof.mbox 1 $TMP.tok 1
+upas/addhash -o _prof.spam _prof.spam 1 $TMP.tok -1
+rm -f $TMP.*
+

sys/src/cmd/upas/bayes/addhash.c

@@ -0,0 +1,66 @@
+#include <u.h>
+#include <libc.h>
+#include <bio.h>
+#include <regexp.h>
+#include "hash.h"
+
+Hash hash;
+
+void
+usage(void)
+{
+	fprint(2, "addhash [-o out] file scale [file scale]...\n");
+	exits("usage");
+}
+
+void
+main(int argc, char **argv)
+{
+	int i, fd, n;
+	char err[ERRMAX], *out;
+	Biobuf *b, bout;
+
+	out = nil;
+	ARGBEGIN{
+	case 'o':
+		out = EARGF(usage());
+		break;
+	default:
+		usage();
+	}ARGEND;
+
+	if(argc==0 || argc%2)
+		usage();
+
+	while(argc > 0){
+		if((b = Bopenlock(argv[0], OREAD)) == nil)
+			sysfatal("open %s: %r", argv[0]);
+		n = atoi(argv[1]);
+		if(n == 0)
+			sysfatal("0 scale given");
+		Breadhash(b, &hash, n);
+		Bterm(b);
+		argv += 2;
+		argc -= 2;
+	}
+
+	fd = 1;
+	if(out){
+		for(i=0; i<120; i++){
+			if((fd = create(out, OWRITE, 0666|DMEXCL)) >= 0)
+				break;
+			rerrstr(err, sizeof err);
+			if(strstr(err, "file is locked") == nil)
+				break;
+			sleep(1000);
+		}
+		if(fd < 0)
+			sysfatal("could not open %s: %r\n", out);
+	}
+		
+	Binit(&bout, fd, OWRITE);
+	Bwritehash(&bout, &hash);
+	Bterm(&bout);
+	exits(0);
+}
+

sys/src/cmd/upas/bayes/bayes.c

@@ -0,0 +1,232 @@
+#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);
+}

sys/src/cmd/upas/bayes/classify.re

@@ -0,0 +1,403 @@
+# dreprog
+7 27 0 6 0 6
+0 1 1 0 0
+1 0 1 0 0
+0 0 5 0 0 32 1 33 0 65568 1 65569 0
+0 0 5 0 0 109 2 110 0 65645 2 65646 0
+0 0 5 0 0 111 3 112 0 65647 3 65648 0
+0 0 5 0 0 114 4 115 0 65650 4 65651 0
+0 0 5 0 0 70 5 71 0 65606 5 65607 0
+# dreprog
+5 74 0 0 0 0
+0 0 20 0 2 33 1 34 2 39 1 40 2 48 4 58 2 65 1 123 2 161 1 65536 2 65569 1 65570 2 65575 1 65576 2 65584 4 65594 2 65601 1 65659 2 65697 1
+1 0 20 0 2 33 1 34 2 39 1 40 2 48 4 58 2 65 1 123 2 161 1 65536 2 65569 1 65570 2 65575 1 65576 2 65584 4 65594 2 65601 1 65659 2 65697 1
+0 1 1 0 2
+0 0 5 0 2 48 4 58 2 65584 4 65594 2
+1 0 28 0 2 33 1 34 2 39 1 40 2 44 3 45 2 46 3 47 2 48 4 58 2 65 1 123 2 161 1 65536 2 65569 1 65570 2 65575 1 65576 2 65580 3 65581 2 65582 3 65583 2 65584 4 65594 2 65601 1 65659 2 65697 1
+# dreprog
+385 9817 0 319 0 319
+0 0 41 0 1 60 320 61 1 66 321 67 1 69 322 70 323 71 1 78 324 79 1 83 325 84 1 98 321 99 1 101 322 102 323 103 1 110 324 111 1 115 325 116 1 65596 320 65597 1 65602 321 65603 1 65605 322 65606 323 65607 1 65614 324 65615 1 65619 325 65620 1 65634 321 65635 1 65637 322 65638 323 65639 1 65646 324 65647 1 65651 325 65652 1
+1 0 1 0 2
+0 1 1 0 2
+1 0 5 0 2 33 38 91 2 65569 3 65627 2
+1 0 25 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 91 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65627 5 65659 2
+1 0 21 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65659 2
+1 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 79 48 80 39 91 40 111 54 112 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65615 15 65616 4 65627 5 65647 22 65648 5 65659 2
+1 0 25 0 344 9 87 10 32 11 344 13 87 14 344 32 87 33 349 45 45 46 349 62 38 63 349 91 344 65545 87 65546 32 65547 344 65549 87 65550 344 65568 87 65569 49 65581 51 65582 49 65598 3 65599 49 65627 344
+1 0 39 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 55 66 39 69 58 70 39 91 40 97 348 98 40 101 351 102 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 56 65602 4 65605 62 65606 4 65627 5 65633 343 65634 5 65637 64 65638 5 65659 2
+1 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 83 59 84 39 91 40 115 352 116 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65619 14 65620 4 65627 5 65651 342 65652 5 65659 2
+1 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 73 66 74 39 91 40 105 68 106 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65609 63 65610 4 65627 5 65641 24 65642 5 65659 2
+1 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 78 69 79 39 91 40 110 67 111 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65614 70 65615 4 65627 5 65646 65 65647 5 65659 2
+1 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 69 71 70 39 91 40 101 72 102 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65605 331 65606 4 65627 5 65637 74 65638 5 65659 2
+1 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 69 81 70 39 91 40 101 76 102 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65605 84 65606 4 65627 5 65637 86 65638 5 65659 2
+1 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 77 350 78 39 91 40 109 82 110 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65613 353 65614 4 65627 5 65645 354 65646 5 65659 2
+1 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 85 112 86 39 91 40 117 114 118 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65621 333 65622 4 65627 5 65653 21 65654 5 65659 2
+1 0 10 0 41 9 2 11 41 32 2 33 41 65536 16 65545 2 65547 16 65568 2 65569 16
+1 0 21 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 232 62 2 65 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 233 65598 2 65601 5 65659 2
+1 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 69 186 70 40 101 186 102 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65605 17 65606 5 65637 17 65638 5 65659 2
+1 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 77 136 78 40 109 136 110 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65613 18 65614 5 65645 18 65646 5 65659 2
+1 0 35 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 80 66 40 69 61 70 40 97 80 98 40 101 61 102 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 19 65602 5 65605 78 65606 5 65633 19 65634 5 65637 78 65638 5 65659 2
+1 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 78 164 79 40 110 164 111 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65614 23 65615 5 65646 23 65647 5 65659 2
+1 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 85 114 86 40 117 114 118 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65621 21 65622 5 65653 21 65654 5 65659 2
+1 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 68 215 69 40 100 215 101 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65604 85 65605 5 65636 85 65637 5 65659 2
+1 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 76 126 77 40 108 126 109 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65612 57 65613 5 65644 57 65645 5 65659 2
+0 0 27 0 87 9 32 10 2 11 87 13 32 14 87 32 32 33 87 62 327 63 87 79 93 80 87 111 93 112 87 65545 32 65546 2 65547 87 65549 32 65550 87 65568 32 65569 87 65598 327 65599 87 65615 93 65616 87 65647 93 65648 87
+0 0 31 0 344 9 92 10 94 11 344 13 92 14 344 32 92 33 344 70 365 71 344 73 366 74 344 102 365 103 344 105 366 106 344 65545 92 65546 94 65547 344 65549 92 65550 344 65568 92 65569 344 65606 365 65607 344 65609 366 65610 344 65638 365 65639 344 65641 366 65642 344
+0 0 39 0 344 9 26 10 27 11 344 13 26 14 344 32 26 33 344 65 28 66 344 70 25 71 344 73 346 74 344 97 28 98 344 102 25 103 344 105 346 106 344 65545 26 65546 27 65547 344 65549 26 65550 344 65568 26 65569 344 65601 28 65602 344 65606 25 65607 344 65609 346 65610 344 65633 28 65634 344 65638 25 65639 344 65641 346 65642 344
+0 0 17 0 344 9 2 11 344 13 2 14 344 32 2 33 344 62 2 63 344 65545 2 65547 344 65549 2 65550 344 65568 2 65569 344 65598 2 65599 344
+0 0 23 0 29 9 199 10 202 11 29 13 199 14 29 32 199 33 29 45 157 46 29 62 204 63 29 65545 199 65546 202 65547 29 65549 199 65550 29 65568 199 65569 29 65581 157 65582 29 65598 204 65599 29
+0 0 9 0 2 85 37 86 2 117 37 118 2 65621 37 65622 2 65653 37 65654 2
+0 0 9 0 2 68 53 69 2 100 53 101 2 65604 53 65605 2 65636 53 65637 2
+0 0 9 0 32 10 2 11 32 62 1 63 32 65546 2 65547 32 65598 1 65599 32
+0 0 9 0 2 77 36 78 2 109 36 110 2 65613 36 65614 2 65645 36 65646 2
+0 0 9 0 2 76 101 77 2 108 101 109 2 65612 101 65613 2 65644 101 65645 2
+0 0 9 0 2 87 103 88 2 119 103 120 2 65623 103 65624 2 65655 103 65656 2
+0 0 9 0 2 84 104 85 2 116 104 117 2 65620 104 65621 2 65652 104 65653 2
+0 0 9 0 2 78 105 79 2 110 105 111 2 65614 105 65615 2 65646 105 65647 2
+0 0 5 0 2 33 38 91 2 65569 3 65627 2
+0 0 25 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 91 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65627 5 65659 2
+0 0 21 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65659 2
+0 0 10 0 41 9 2 11 41 32 2 33 41 65536 16 65545 2 65547 16 65568 2 65569 16
+0 0 25 0 344 9 87 10 32 11 344 13 87 14 344 32 87 33 349 45 45 46 349 62 38 63 349 91 344 65545 87 65546 32 65547 344 65549 87 65550 344 65568 87 65569 49 65581 51 65582 49 65598 3 65599 49 65627 344
+1 0 29 0 87 9 32 10 2 11 87 13 32 14 87 32 32 33 95 62 49 63 95 79 108 80 95 91 87 111 93 112 87 65545 32 65546 2 65547 87 65549 32 65550 87 65568 32 65569 106 65598 49 65599 106 65615 110 65616 106 65627 87 65647 93 65648 87
+0 0 19 0 344 9 2 11 344 13 2 14 344 32 2 33 349 62 38 63 349 91 344 65545 2 65547 344 65549 2 65550 344 65568 2 65569 49 65598 3 65599 49 65627 344
+0 0 25 0 344 9 87 10 32 11 344 13 87 14 344 32 87 33 349 45 153 46 349 62 38 63 349 91 344 65545 87 65546 32 65547 344 65549 87 65550 344 65568 87 65569 49 65581 107 65582 49 65598 3 65599 49 65627 344
+0 0 29 0 87 9 32 10 2 11 87 13 32 14 87 32 32 33 95 62 49 63 95 79 108 80 95 91 87 111 93 112 87 65545 32 65546 2 65547 87 65549 32 65550 87 65568 32 65569 106 65598 49 65599 106 65615 110 65616 106 65627 87 65647 93 65648 87
+0 0 29 0 87 9 32 10 2 11 87 13 32 14 87 32 32 33 95 62 49 63 95 77 109 78 95 91 87 109 99 110 87 65545 32 65546 2 65547 87 65549 32 65550 87 65568 32 65569 106 65598 49 65599 106 65613 111 65614 106 65627 87 65645 99 65646 87
+0 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 85 112 86 39 91 40 117 114 118 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65621 333 65622 4 65627 5 65653 21 65654 5 65659 2
+1 0 21 0 344 9 87 10 32 11 344 13 87 14 344 32 87 33 349 62 38 63 349 91 344 65545 87 65546 32 65547 344 65549 87 65550 344 65568 87 65569 49 65598 3 65599 49 65627 344
+1 0 19 0 344 9 2 11 344 13 2 14 344 32 2 33 349 62 38 63 349 91 344 65545 2 65547 344 65549 2 65550 344 65568 2 65569 49 65598 3 65599 49 65627 344
+1 0 25 0 344 9 87 10 32 11 344 13 87 14 344 32 87 33 349 45 153 46 349 62 38 63 349 91 344 65545 87 65546 32 65547 344 65549 87 65550 344 65568 87 65569 49 65581 107 65582 49 65598 3 65599 49 65627 344
+1 0 29 0 87 9 32 10 2 11 87 13 32 14 87 32 32 33 95 62 49 63 95 77 109 78 95 91 87 109 99 110 87 65545 32 65546 2 65547 87 65549 32 65550 87 65568 32 65569 106 65598 49 65599 106 65613 111 65614 106 65627 87 65645 99 65646 87
+1 0 5 0 53 10 2 11 53 65546 2 65547 53
+0 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 85 114 86 40 117 114 118 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65621 21 65622 5 65653 21 65654 5 65659 2
+0 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 84 115 85 39 91 40 116 60 117 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65620 89 65621 4 65627 5 65652 90 65653 5 65659 2
+1 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 84 115 85 39 91 40 116 60 117 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65620 89 65621 4 65627 5 65652 90 65653 5 65659 2
+1 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 69 175 70 40 101 175 102 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65605 117 65606 5 65637 117 65638 5 65659 2
+0 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 76 118 77 39 91 40 108 88 109 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65612 332 65613 4 65627 5 65644 121 65645 5 65659 2
+0 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 77 350 78 39 91 40 109 82 110 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65613 353 65614 4 65627 5 65645 354 65646 5 65659 2
+0 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 69 167 70 40 101 167 102 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65605 150 65606 5 65637 150 65638 5 65659 2
+0 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 87 119 88 40 119 119 120 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65623 135 65624 5 65655 135 65656 5 65659 2
+1 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 76 118 77 39 91 40 108 88 109 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65612 332 65613 4 65627 5 65644 121 65645 5 65659 2
+1 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 76 122 77 39 91 40 108 126 109 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65612 120 65613 4 65627 5 65644 57 65645 5 65659 2
+1 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 76 88 77 40 108 88 109 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65612 121 65613 5 65644 121 65645 5 65659 2
+1 0 21 0 2 43 40 44 2 45 123 46 2 47 40 58 2 61 40 62 2 65 40 123 2 65579 5 65580 2 65581 125 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65659 2
+0 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 76 122 77 39 91 40 108 126 109 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65612 120 65613 4 65627 5 65644 57 65645 5 65659 2
+0 0 21 0 2 43 40 44 2 45 123 46 2 47 40 58 2 61 40 62 2 65 40 123 2 65579 5 65580 2 65581 125 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65659 2
+0 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 76 126 77 40 108 126 109 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65612 57 65613 5 65644 57 65645 5 65659 2
+0 0 25 0 2 33 38 43 39 44 38 45 127 46 38 47 39 58 38 61 39 62 38 65 39 91 40 123 2 65569 3 65579 4 65580 3 65581 128 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65627 5 65659 2
+1 0 25 0 2 33 38 43 39 44 38 45 127 46 38 47 39 58 38 61 39 62 38 65 39 91 40 123 2 65569 3 65579 4 65580 3 65581 128 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65627 5 65659 2
+0 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 83 129 84 39 91 40 115 360 116 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65619 77 65620 4 65627 5 65651 132 65652 5 65659 2
+0 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 83 360 84 40 115 360 116 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65619 132 65620 5 65651 132 65652 5 65659 2
+1 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 77 133 78 39 91 40 109 136 110 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65613 334 65614 4 65627 5 65645 18 65646 5 65659 2
+1 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 83 360 84 40 115 360 116 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65619 132 65620 5 65651 132 65652 5 65659 2
+0 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 77 133 78 39 91 40 109 136 110 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65613 334 65614 4 65627 5 65645 18 65646 5 65659 2
+0 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 70 131 71 40 102 131 103 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65606 142 65607 5 65638 142 65639 5 65659 2
+1 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 83 178 84 39 91 40 115 179 116 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65619 173 65620 4 65627 5 65651 181 65652 5 65659 2
+1 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 87 119 88 40 119 119 120 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65623 135 65624 5 65655 135 65656 5 65659 2
+0 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 87 137 88 39 91 40 119 119 120 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65623 134 65624 4 65627 5 65655 135 65656 5 65659 2
+0 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 77 136 78 40 109 136 110 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65613 18 65614 5 65645 18 65646 5 65659 2
+0 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 70 140 71 39 91 40 102 131 103 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65606 138 65607 4 65627 5 65638 142 65639 5 65659 2
+0 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 84 141 85 40 116 141 117 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65620 146 65621 5 65652 146 65653 5 65659 2
+1 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 87 137 88 39 91 40 119 119 120 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65623 134 65624 4 65627 5 65655 135 65656 5 65659 2
+1 0 33 0 2 33 38 43 39 44 38 45 39 46 38 47 39 58 38 61 39 62 38 65 39 70 140 71 39 91 40 102 131 103 40 123 2 65569 3 65579 4 65580 3 65581 4 65582 3 65583 4 65594 3 65597 4 65598 3 65601 4 65606 138 65607 4 65627 5 65638 142 65639 5 65659 2
+1 0 27 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 252 66 40 97 252 98 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 139 65602 5 65633 139 65634 5 65659 2
+1 0 29 0 2 43 40 44 2 45 40 46 2 47 40 58 2 61 40 62 2 65 40 70 131 71 40 102 131 103 40 123 2 65579 5 65580 2 65581 5 65582 2 65583 5 65594 2 65597 5 65598 2 65601 5 65606 142 65607 5 65638 142 65639 5 65659 2
+0 0 9 0 87 10 32 11 87 62 1 63 87 65546 32 65547 87 65598 1 65599 87
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sys/src/cmd/upas/bayes/dfa.c

@@ -0,0 +1,800 @@
+#include <u.h>
+#include <libc.h>
+#include <bin.h>
+#include <bio.h>
+#include <regexp.h>
+#include "/sys/src/libregexp/regcomp.h"
+#include "dfa.h"
+
+void rdump(Reprog*);
+void dump(Dreprog*);
+
+/*
+ * Standard NFA determinization and DFA minimization.
+ */
+typedef struct Deter Deter;
+typedef struct Reiset Reiset;
+
+void ddump(Deter*);
+
+/* state of determinization */
+struct Deter
+{
+	jmp_buf kaboom;	/* jmp on error */
+
+	Bin *bin;		/* bin for temporary allocations */
+
+	Reprog *p;	/* program being determinized */
+	uint ninst;		/* number of instructions in program */
+
+	Reiset *alloc;	/* chain of all Reisets */
+	Reiset **last;
+
+	Reiset **hash;	/* hash of all Reisets */
+	uint nhash;
+
+	Reiset *tmp;	/* temporaries for walk */
+	uchar *bits;
+
+	Rune *c;		/* ``interesting'' characters */
+	uint nc;
+};
+
+/* set of Reinsts: perhaps we should use a bit list instead of the indices? */
+struct Reiset
+{
+	uint *inst;		/* indices of instructions in set */
+	uint ninst;		/* size of set */
+
+	Reiset *next;	/* d.alloc chain */
+	Reiset *hash;	/* d.hash chain */
+	Reiset **delta;	/* where to go on each interesting char */
+	uint id;		/* assigned id during minimization */
+	uint isfinal;	/* is an accepting (final) state */
+};
+
+static Reiset*
+ralloc(Deter *d, int ninst)
+{
+	Reiset *t;
+
+	t = binalloc(&d->bin, sizeof(Reiset)+2*d->nc*sizeof(Reiset*)+sizeof(uint)*ninst, 0);
+	if(t == nil)
+		longjmp(d->kaboom, 1);
+	t->delta = (Reiset**)&t[1];
+	t->inst = (uint*)&t->delta[2*d->nc];
+	return t;
+}
+
+/* find the canonical form a given Reiset */
+static Reiset*
+findreiset(Deter *d, Reiset *s)
+{
+	int i, szinst;
+	uint h;
+	Reiset *t;
+
+	h = 0;
+	for(i=0; i<s->ninst; i++)
+		h = h*1000003 + s->inst[i];
+	h %= d->nhash;
+
+	szinst = s->ninst*sizeof(s->inst[0]);
+	for(t=d->hash[h]; t; t=t->hash)
+		if(t->ninst==s->ninst && memcmp(t->inst, s->inst, szinst)==0)
+			return t;
+
+	t = ralloc(d, s->ninst);
+	t->hash = d->hash[h];
+	d->hash[h] = t;
+
+	*d->last = t;
+	d->last = &t->next;
+	t->next = 0;
+
+	t->ninst = s->ninst;
+	memmove(t->inst, s->inst, szinst);
+
+	/* delta is filled in later */
+
+	return t;
+}
+
+/* convert bits to a real reiset */
+static Reiset*
+bits2reiset(Deter *d, uchar *bits)
+{
+	int k;
+	Reiset *s;
+
+	s = d->tmp;
+	s->ninst = 0;
+	for(k=0; k<d->ninst; k++)
+		if(bits[k])
+			s->inst[s->ninst++] = k;
+	return findreiset(d, s);
+}
+
+/* add n to state set; if n < k, need to go around again */
+static int
+add(int n, uchar *bits, int k)
+{
+	if(bits[n])
+		return 0;
+	bits[n] = 1;
+	return n < k;
+}
+
+/* update bits to follow all the empty (non-character-related) transitions possible */
+static void
+followempty(Deter *d, uchar *bits, int bol, int eol)
+{
+	int again, k;
+	Reinst *i;
+
+	do{
+		again = 0;
+		for(i=d->p->firstinst, k=0; k < d->ninst; i++, k++){
+			if(!bits[k])
+				continue;
+			switch(i->type){
+			case RBRA:
+			case LBRA:
+				again |= add(i->next - d->p->firstinst, bits, k);
+				break;
+			case OR:
+				again |= add(i->left - d->p->firstinst, bits, k);
+				again |= add(i->right - d->p->firstinst, bits, k);
+				break;
+			case BOL:
+				if(bol)
+					again |= add(i->next - d->p->firstinst, bits, k);
+				break;
+			case EOL:
+				if(eol)
+					again |= add(i->next - d->p->firstinst, bits, k);
+				break;
+			}
+		}
+	}while(again);
+
+	/*
+	 * Clear bits for useless transitions.  We could do this during
+	 * the switch above, but then we have no guarantee of termination
+	 * if we get a loop in the regexp.
+	 */
+	for(i=d->p->firstinst, k=0; k < d->ninst; i++, k++){
+		if(!bits[k])
+			continue;
+		switch(i->type){
+		case RBRA:
+		case LBRA:
+		case OR:
+		case BOL:
+		case EOL:
+			bits[k] = 0;
+			break;
+		}
+	}
+}
+
+/*
+ * Where does s go if it sees rune r?
+ * Eol is true if a $ matches the string at the position just after r.
+ */
+static Reiset*
+transition(Deter *d, Reiset *s, Rune r, uint eol)
+{
+	int k;
+	uchar *bits;
+	Reinst *i, *inst0;
+	Rune *rp, *ep;
+
+	bits = d->bits;
+	memset(bits, 0, d->ninst);
+
+	inst0 = d->p->firstinst;
+	for(k=0; k < s->ninst; k++){
+		i = inst0 + s->inst[k];
+		switch(i->type){
+		default:
+			werrstr("bad reprog: got type %d", i->type);
+			longjmp(d->kaboom, 1);
+		case RBRA:
+		case LBRA:
+		case OR:
+		case BOL:
+		case EOL:
+			werrstr("internal error: got type %d", i->type);
+			longjmp(d->kaboom, 1);
+
+		case RUNE:
+			if(r == i->r)
+				bits[i->next - inst0] = 1;
+			break;
+		case ANY:
+			if(r != L'\n')
+				bits[i->next - inst0] = 1;
+			break;
+		case ANYNL:
+			bits[i->next - inst0] = 1;
+			break;
+		case NCCLASS:
+			if(r == L'\n')
+				break;
+			/* fall through */
+		case CCLASS:
+			ep = i->cp->end;
+			for(rp = i->cp->spans; rp < ep; rp += 2)
+				if(rp[0] <= r && r <= rp[1])
+					break;
+			if((rp < ep) ^! (i->type == CCLASS))
+				bits[i->next - inst0] = 1;
+			break;
+		case END:
+			break;
+		}
+	}
+
+	followempty(d, bits, r=='\n', eol);
+	return bits2reiset(d, bits);
+}
+
+static int
+countinst(Reprog *pp)
+{
+	int n;
+	Reinst *l;
+
+	n = 0;
+	l = pp->firstinst;
+	while(l++->type)
+		n++;
+	return n;
+}
+
+static void
+set(Deter *d, u32int **tab, Rune r)
+{
+	u32int *u;
+
+	if((u = tab[r/4096]) == nil){
+		u = binalloc(&d->bin, 4096/8, 1);
+		if(u == nil)
+			longjmp(d->kaboom, 1);
+		tab[r/4096] = u;
+	}
+	u[(r%4096)/32] |= 1<<(r%32);
+}
+
+/*
+ * Compute the list of important characters. 
+ * Other characters behave like the ones that surround them.
+ */
+static void
+findchars(Deter *d, Reprog *p)
+{
+	u32int *tab[65536/4096], *u, x;
+	Reinst *i;
+	Rune *rp, *ep;
+	int k, m, n, a;
+
+	memset(tab, 0, sizeof tab);
+	set(d, tab, 0);
+	set(d, tab, 0xFFFF);
+	for(i=p->firstinst; i->type; i++){
+		switch(i->type){
+		case ANY:
+			set(d, tab, L'\n'-1);
+			set(d, tab, L'\n');
+			set(d, tab, L'\n'+1);
+			break;
+		case RUNE:
+			set(d, tab, i->r-1);
+			set(d, tab, i->r);
+			set(d, tab, i->r+1);
+			break;
+		case NCCLASS:
+			set(d, tab, L'\n'-1);
+			set(d, tab, L'\n');
+			set(d, tab, L'\n'+1);
+			/* fall through */
+		case CCLASS:
+			ep = i->cp->end;
+			for(rp = i->cp->spans; rp < ep; rp += 2){
+				set(d, tab, rp[0]-1);
+				set(d, tab, rp[0]);
+				set(d, tab, rp[1]);
+				set(d, tab, rp[1]+1);
+			}
+			break;
+		}
+	}
+
+	n = 0;
+	for(k=0; k<nelem(tab); k++){
+		if((u = tab[k]) == nil)
+			continue;
+		for(m=0; m<4096/32; m++){
+			if((x = u[m]) == 0)
+				continue;
+			for(a=0; a<32; a++)
+				if(x&(1<<a))
+					n++;
+		}
+	}
+
+	d->c = binalloc(&d->bin, (n+1)*sizeof(Rune), 0);
+	if(d->c == 0)
+		longjmp(d->kaboom, 1);
+	d->nc = n;
+
+	n = 0;
+	for(k=0; k<nelem(tab); k++){
+		if((u = tab[k]) == nil)
+			continue;
+		for(m=0; m<4096/32; m++){
+			if((x = u[m]) == 0)
+				continue;
+			for(a=0; a<32; a++)
+				if(x&(1<<a))
+					d->c[n++] = k*4096+m*32+a;
+		}
+	}
+
+	d->c[n] = 0;
+	if(n != d->nc)
+		abort();
+}
+
+/*
+ * convert the Deter and Reisets into a Dreprog.
+ * if dp and c are nil, just return the count of Drecases needed.
+ */
+static int
+buildprog(Deter *d, Reiset **id2set, int nid, Dreprog *dp, Drecase *c)
+{
+	int i, j, id, n, nn;
+	Dreinst *di;
+	Reiset *s;
+
+	nn = 0;
+	di = 0;
+	for(i=0; i<nid; i++){
+		s = id2set[i];
+		if(c){
+			di = &dp->inst[i];
+			di->isfinal = s->isfinal;
+		}
+		n = 0;
+		id = -1;
+		for(j=0; j<2*d->nc; j++){
+			if(s->delta[j]->id != id){
+				id = s->delta[j]->id;
+				if(c){
+					c[n].start = ((j/d->nc)<<16) | d->c[j%d->nc];
+					c[n].next = &dp->inst[id];
+				}
+				n++;
+			}
+		}
+		if(c){
+			if(n == 1 && c[0].next == di)
+				di->isloop = 1;
+			di->c = c;
+			di->nc = n;
+			c += n;
+		}
+		nn += n;
+	}
+	return nn;
+}
+
+Dreprog*
+dregcvt(Reprog *p)
+{
+	uchar *bits;
+	uint again, n, nid, id;
+	Deter d;
+	Reiset **id2set, *s, *t, *start[4];
+	Dreprog *dp;
+	Drecase *c;
+
+	memset(&d, 0, sizeof d);
+
+	if(setjmp(d.kaboom)){
+		binfree(&d.bin);
+		return nil;
+	}
+
+	d.p = p;
+	d.ninst = countinst(p);
+
+	d.last = &d.alloc;
+
+	n = d.ninst;
+	/* round up to power of two; this loop is the least of our efficiency problems */
+	while(n&(n-1))
+		n++;
+	d.nhash = n;
+	d.hash = binalloc(&d.bin, d.nhash*sizeof(Reinst*), 1);
+
+	/* get list of important runes */
+	findchars(&d, p);
+
+#ifdef DUMP
+	print("relevant chars are: «%S»\n", d.c+1);
+#endif
+
+	d.bits = bits = binalloc(&d.bin, d.ninst, 0);
+	d.tmp = ralloc(&d, d.ninst);
+
+	/*
+	 * Convert to DFA
+	 */
+
+	/* 4 start states, depending on initial bol, eol */
+	for(n=0; n<4; n++){
+		memset(bits, 0, d.ninst);
+		bits[p->startinst - p->firstinst] = 1;
+		followempty(&d, bits, n&1, n&2);
+		start[n] = bits2reiset(&d, bits);
+	}
+
+	/* explore the reiset space */
+	for(s=d.alloc; s; s=s->next)
+		for(n=0; n<2*d.nc; n++)
+			s->delta[n] = transition(&d, s, d.c[n%d.nc], n/d.nc);
+
+#ifdef DUMP
+	nid = 0;
+	for(s=d.alloc; s; s=s->next)
+		s->id = nid++;
+	ddump(&d);
+#endif
+
+	/*
+	 * Minimize.
+	 */
+
+	/* first class division is final or not */
+	for(s=d.alloc; s; s=s->next){
+		s->isfinal = 0;
+		for(n=0; n<s->ninst; n++)
+			if(p->firstinst[s->inst[n]].type == END)
+				s->isfinal = 1;
+		s->id = s->isfinal;
+	}
+
+	/* divide states with different transition tables in id space */
+	nid = 2;
+	do{
+		again = 0;
+		for(s=d.alloc; s; s=s->next){
+			id = -1;
+			for(t=s->next; t; t=t->next){
+				if(s->id != t->id)
+					continue;
+				for(n=0; n<2*d.nc; n++){
+					/* until we finish the for(t) loop, s->id and id are same */
+					if((s->delta[n]->id == t->delta[n]->id)
+					|| (s->delta[n]->id == s->id && t->delta[n]->id == id)
+					|| (s->delta[n]->id == id && t->delta[n]->id == s->id))
+						continue;
+					break;
+				}
+				if(n == 2*d.nc)
+					continue;
+				if(id == -1)
+					id = nid++;
+				t->id = id;
+				again = 1;
+			}
+		}
+	}while(again);
+
+#ifdef DUMP
+	ddump(&d);
+#endif
+
+	/* build dreprog */
+	id2set = binalloc(&d.bin, nid*sizeof(Reiset*), 1);
+	if(id2set == nil)
+		longjmp(d.kaboom, 1);
+	for(s=d.alloc; s; s=s->next)
+		id2set[s->id] = s;
+
+	n = buildprog(&d, id2set, nid, nil, nil);
+	dp = mallocz(sizeof(Dreprog)+nid*sizeof(Dreinst)+n*sizeof(Drecase), 1);
+	if(dp == nil)
+		longjmp(d.kaboom, 1);
+	c = (Drecase*)&dp->inst[nid];
+	buildprog(&d, id2set, nid, dp, c);
+
+	for(n=0; n<4; n++)
+		dp->start[n] = &dp->inst[start[n]->id];
+	dp->ninst = nid;
+
+	binfree(&d.bin);
+	return dp;
+}
+
+int
+dregexec(Dreprog *p, char *s, int bol)
+{
+	Rune r;
+	ulong rr;
+	Dreinst *i;
+	Drecase *c, *ec;
+	int best, n;
+	char *os;
+
+	i = p->start[(bol ? 1 : 0) | (s[1]=='\n' ? 2 : 0)];
+	best = -1;
+	os = s;
+	for(; *s; s+=n){
+		if(i->isfinal)
+			best = s - os;
+		if(i->isloop){
+			if(i->isfinal)
+				return strlen(os);
+			else
+				return best;
+		}
+		if((*s&0xFF) < Runeself){
+			r = *s;
+			n = 1;
+		}else
+			n = chartorune(&r, s);
+		c = i->c;
+		ec = c+i->nc;
+		rr = r;
+		if(s[n] == '\n' || s[n] == '\0')
+			rr |= 0x10000;
+		for(; c<ec; c++){
+			if(c->start > rr){
+				i = c[-1].next;
+				goto Out;
+			}
+		}
+		i = ec[-1].next;
+	Out:;
+	}
+	if(i->isfinal)
+		best = s - os;
+	return best;
+}
+
+
+#ifdef DUMP
+void
+ddump(Deter *d)
+{
+	int i, id;
+	Reiset *s;
+
+	for(s=d->alloc; s; s=s->next){
+		print("%d ", s->id);
+		id = -1;
+		for(i=0; i<2*d->nc; i++){
+			if(id != s->delta[i]->id){
+				if(i==0)
+					print(" [");
+				else if(i/d->nc)
+					print(" [%C$", d->c[i%d->nc]);
+				else
+					print(" [%C", d->c[i%d->nc]);
+				print(" %d]", s->delta[i]->id);
+				id = s->delta[i]->id;
+			}
+		}
+		print("\n");
+	}
+}
+
+void
+rdump(Reprog *pp)
+{
+	Reinst *l;
+	Rune *p;
+
+	l = pp->firstinst;
+	do{
+		print("%ld:\t0%o\t%ld\t%ld", l-pp->firstinst, l->type,
+			l->left-pp->firstinst, l->right-pp->firstinst);
+		if(l->type == RUNE)
+			print("\t%C\n", l->r);
+		else if(l->type == CCLASS || l->type == NCCLASS){
+			print("\t[");
+			if(l->type == NCCLASS)
+				print("^");
+			for(p = l->cp->spans; p < l->cp->end; p += 2)
+				if(p[0] == p[1])
+					print("%C", p[0]);
+				else
+					print("%C-%C", p[0], p[1]);
+			print("]\n");
+		} else
+			print("\n");
+	}while(l++->type);
+}
+
+void
+dump(Dreprog *pp)
+{
+	int i, j;
+	Dreinst *l;
+
+	print("start %ld %ld %ld %ld\n",
+		pp->start[0]-pp->inst,
+		pp->start[1]-pp->inst,
+		pp->start[2]-pp->inst,
+		pp->start[3]-pp->inst);
+
+	for(i=0; i<pp->ninst; i++){
+		l = &pp->inst[i];
+		print("%d:", i);
+		for(j=0; j<l->nc; j++){
+			print(" [");
+			if(j == 0)
+				if(l->c[j].start != 1)
+					abort();
+			if(j != 0)
+				print("%C%s", l->c[j].start&0xFFFF, (l->c[j].start&0x10000) ? "$" : "");
+			print("-");
+			if(j != l->nc-1)
+				print("%C%s", (l->c[j+1].start&0xFFFF)-1, (l->c[j+1].start&0x10000) ? "$" : "");
+			print("] %ld", l->c[j].next - pp->inst);
+		}
+		if(l->isfinal)
+			print(" final");
+		if(l->isloop)
+			print(" loop");
+		print("\n");
+	}
+}
+
+
+void
+main(int argc, char **argv)
+{
+	int i;
+	Reprog *p;
+	Dreprog *dp;
+
+	i = 1;
+		p = regcomp(argv[i]);
+		if(p == 0){
+			print("=== %s: bad regexp\n", argv[i]);
+		}
+	//	print("=== %s\n", argv[i]);
+	//	rdump(p);
+		dp = dregcvt(p);
+		print("=== dfa\n");
+		dump(dp);
+	
+	for(i=2; i<argc; i++)
+		print("match %d\n", dregexec(dp, argv[i], 0));
+	exits(0);
+}
+#endif
+
+void
+Bprintdfa(Biobuf *b, Dreprog *p)
+{
+	int i, j, nc;
+
+	Bprint(b, "# dreprog\n");
+	nc = 0;
+	for(i=0; i<p->ninst; i++)
+		nc += p->inst[i].nc;
+	Bprint(b, "%d %d %ld %ld %ld %ld\n", p->ninst, nc,
+		p->start[0]-p->inst, p->start[1]-p->inst,
+		p->start[2]-p->inst, p->start[3]-p->inst);
+	for(i=0; i<p->ninst; i++){
+		Bprint(b, "%d %d %d", p->inst[i].isfinal, p->inst[i].isloop, p->inst[i].nc);
+		for(j=0; j<p->inst[i].nc; j++)
+			Bprint(b, " %d %ld", p->inst[i].c[j].start, p->inst[i].c[j].next-p->inst);
+		Bprint(b, "\n");
+	}
+}
+
+static char*
+egetline(Biobuf *b, int c, jmp_buf jb)
+{
+	char *p;
+
+	p = Brdline(b, c);
+	if(p == nil)
+		longjmp(jb, 1);
+	p[Blinelen(b)-1] = '\0';
+	return p;
+}
+
+static void
+egetc(Biobuf *b, int c, jmp_buf jb)
+{
+	if(Bgetc(b) != c)
+		longjmp(jb, 1);
+}
+
+static int
+egetnum(Biobuf *b, int want, jmp_buf jb)
+{
+	int c;
+	int n, first;
+
+	n = 0;
+	first = 1;
+	while((c = Bgetc(b)) != Beof){
+		if(c < '0' || c > '9'){
+			if(want == 0){
+				Bungetc(b);
+				c = 0;
+			}
+			if(first || c != want){
+				werrstr("format error");
+				longjmp(jb, 1);
+			}
+			return n;
+		}
+		n = n*10 + c - '0';
+		first = 0;
+	}
+	werrstr("unexpected eof");
+	longjmp(jb, 1);
+	return -1;
+}
+
+Dreprog*
+Breaddfa(Biobuf *b)
+{
+	char *s;
+	int ninst, nc;
+	jmp_buf jb;
+	Dreprog *p;
+	Drecase *c;
+	Dreinst *l;
+	int j, k;
+
+	p = nil;
+	if(setjmp(jb)){
+		free(p);
+		return nil;
+	}
+
+	s = egetline(b, '\n', jb);
+	if(strcmp(s, "# dreprog") != 0){
+		werrstr("format error");
+		longjmp(jb, 1);
+	}
+
+	ninst = egetnum(b, ' ', jb);
+	nc = egetnum(b, ' ', jb);
+
+	p = mallocz(sizeof(Dreprog)+ninst*sizeof(Dreinst)+nc*sizeof(Drecase), 1);
+	if(p == nil)
+		longjmp(jb, 1);
+	c = (Drecase*)&p->inst[ninst];
+
+	p->start[0] = &p->inst[egetnum(b, ' ', jb)];
+	p->start[1] = &p->inst[egetnum(b, ' ', jb)];
+	p->start[2] = &p->inst[egetnum(b, ' ', jb)];
+	p->start[3] = &p->inst[egetnum(b, '\n', jb)];
+
+	for(j=0; j<ninst; j++){
+		l = &p->inst[j];
+		l->isfinal = egetnum(b, ' ', jb);
+		l->isloop = egetnum(b, ' ', jb);
+		l->nc = egetnum(b, 0, jb);
+		l->c = c;
+		for(k=0; k<l->nc; k++){
+			egetc(b, ' ', jb);
+			c->start = egetnum(b, ' ', jb);
+			c->next = &p->inst[egetnum(b, 0, jb)];
+			c++;
+		}
+		egetc(b, '\n', jb);
+	}
+	return p;
+}

sys/src/cmd/upas/bayes/dfa.h

@@ -0,0 +1,33 @@
+/*
+ * Deterministic regexp program.
+ */
+typedef struct Dreprog Dreprog;
+typedef struct Dreinst Dreinst;
+typedef struct Drecase Drecase;
+
+struct Dreinst
+{
+	int isfinal;
+	int isloop;
+	Drecase *c;
+	int nc;
+};
+
+struct Dreprog
+{
+	Dreinst *start[4];
+	int ninst;
+	Dreinst inst[1];
+};
+
+struct Drecase
+{
+	uint start;
+	Dreinst *next;
+};
+
+Dreprog* dregcvt(Reprog*);
+int dregexec(Dreprog*, char*, int);
+Dreprog* Breaddfa(Biobuf *b);
+void Bprintdfa(Biobuf*, Dreprog*);
+

sys/src/cmd/upas/bayes/dump.c

@@ -0,0 +1,67 @@
+#include <u.h>
+#include <libc.h>
+#include <bio.h>
+#include <regexp.h>
+#include "/sys/src/libregexp/regcomp.h"
+#include "dfa.h"
+
+#define DUMP
+
+void
+dump(Dreprog *pp)
+{
+	int i, j;
+	Dreinst *l;
+
+	print("start %ld %ld %ld %ld\n",
+		pp->start[0]-pp->inst,
+		pp->start[1]-pp->inst,
+		pp->start[2]-pp->inst,
+		pp->start[3]-pp->inst);
+
+	for(i=0; i<pp->ninst; i++){
+		l = &pp->inst[i];
+		print("%d:", i);
+		for(j=0; j<l->nc; j++){
+			print(" [");
+			if(j == 0)
+				if(l->c[j].start > 1)
+					print("<bad start %d>\n", l->c[j].start);
+			if(j != 0)
+				print("%C%s", l->c[j].start&0xFFFF, (l->c[j].start&0x10000) ? "$" : "");
+			print("-");
+			if(j != l->nc-1)
+				print("%C%s", (l->c[j+1].start&0xFFFF)-1, (l->c[j+1].start&0x10000) ? "$" : "");
+			print("] %ld", l->c[j].next - pp->inst);
+		}
+		if(l->isfinal)
+			print(" final");
+		if(l->isloop)
+			print(" loop");
+		print("\n");
+	}
+}
+
+
+void
+main(int argc, char **argv)
+{
+	int i;
+	Reprog *p;
+	Dreprog *dp;
+
+	i = 1;
+		p = regcomp(argv[i]);
+		if(p == 0){
+			print("=== %s: bad regexp\n", argv[i]);
+		}
+	//	print("=== %s\n", argv[i]);
+	//	rdump(p);
+		dp = dregcvt(p);
+		print("=== dfa\n");
+		dump(dp);
+	
+	for(i=2; i<argc; i++)
+		print("match %d\n", dregexec(dp, argv[i], 1));
+	exits(0);
+}

sys/src/cmd/upas/bayes/hash.c

@@ -0,0 +1,292 @@
+#include <u.h>
+#include <libc.h>
+#include <bio.h>
+#include "hash.h"
+
+/***
+ * String hash tables.
+ */
+
+Stringtab *tfree;
+
+Stringtab*
+taballoc(void)
+{
+	static Stringtab *t;
+	static uint nt;
+
+	if(tfree){
+		Stringtab *tt = tfree;
+		tfree = tt->link;
+		return tt;
+	}
+
+	if(nt == 0){
+		t = malloc(64000*sizeof(Stringtab));
+		if(t == 0)
+			sysfatal("out of memory");
+		nt = 64000;
+	}
+	nt--;
+	return t++;
+}
+
+void
+tabfree(Stringtab *tt)
+{
+	tt->link = tfree;
+	tfree = tt;
+}
+
+char*
+xstrdup(char *s, int len)
+{
+	char *r;
+	static char *t;
+	static int nt;
+
+	if(nt < len){
+		t = malloc(512*1024+len);
+		if(t == 0)
+			sysfatal("out of memory");
+		nt = 512*1024;
+	}
+	r = t;
+	t += len;
+	nt -= len;
+	memmove(r, s, len);
+	return r;
+}
+
+static uint
+hash(char *s, int n)
+{
+	uint h;
+	uchar *p, *ep;
+	h = 0;
+	for(p=(uchar*)s, ep=p+n; p<ep; p++)
+		h = h*37 + *p;
+	return h;
+}
+
+static void
+rehash(Hash *hh)
+{
+	int h;
+	Stringtab *s;
+
+	if(hh->nstab == 0)
+		hh->nstab = 1024;
+	else
+		hh->nstab = hh->ntab*2;
+
+	free(hh->stab);
+	hh->stab = mallocz(hh->nstab*sizeof(Stringtab*), 1);
+	if(hh->stab == nil)
+		sysfatal("out of memory");
+
+	for(s=hh->all; s; s=s->link){
+		h = hash(s->str, s->n) % hh->nstab;
+		s->hash = hh->stab[h];
+		hh->stab[h] = s;
+	}
+}
+
+Stringtab*
+findstab(Hash *hh, char *str, int n, int create)
+{
+	uint h;
+	Stringtab *tab, **l;
+
+	if(hh->nstab == 0)
+		rehash(hh);
+
+	h = hash(str, n) % hh->nstab;
+	for(tab=hh->stab[h], l=&hh->stab[h]; tab; l=&tab->hash, tab=tab->hash)
+		if(n==tab->n && memcmp(str, tab->str, n) == 0){
+			*l = tab->hash;
+			tab->hash = hh->stab[h];
+			hh->stab[h] = tab;
+			return tab;
+		}
+
+	if(!create)
+		return nil;
+
+	hh->sorted = 0;
+	tab = taballoc();
+	tab->str = xstrdup(str, n);
+	tab->hash = hh->stab[h];
+	tab->link = hh->all;
+	hh->all = tab;
+	tab->n = n;
+	tab->count = 0;
+	hh->stab[h] = tab;
+
+	hh->ntab++;
+	if(hh->ntab > 2*hh->nstab && !(hh->ntab&(hh->ntab-1)))
+		rehash(hh);
+	return tab;
+}
+
+int
+scmp(Stringtab *a, Stringtab *b)
+{
+	int n, x;
+
+	if(a == 0)
+		return 1;
+	if(b == 0)
+		return -1;
+	n = a->n;
+	if(n > b->n)
+		n = b->n;
+	x = memcmp(a->str, b->str, n);
+	if(x != 0)
+		return x;
+	if(a->n < b->n)
+		return -1;
+	if(a->n > b->n)
+		return 1;
+	return 0;	/* shouldn't happen */
+}
+
+Stringtab*
+merge(Stringtab *a, Stringtab *b)
+{
+	Stringtab *s, **l;
+
+	l = &s;
+	while(a || b){
+		if(scmp(a, b) < 0){
+			*l = a;
+			l = &a->link;
+			a = a->link;
+		}else{
+			*l = b;
+			l = &b->link;
+			b = b->link;
+		}
+	}
+	*l = 0;
+	return s;
+}
+
+Stringtab*
+mergesort(Stringtab *s)
+{
+	Stringtab *a, *b;
+	int delay;
+
+	if(s == nil)
+		return nil;
+	if(s->link == nil)
+		return s;
+
+	a = b = s;
+	delay = 1;
+	while(a && b){
+		if(delay)	/* easy way to handle 2-element list */
+			delay = 0;
+		else
+			a = a->link;
+		if(b = b->link)
+			b = b->link;
+	}
+
+	b = a->link;
+	a->link = nil;
+
+	a = mergesort(s);
+	b = mergesort(b);
+
+	return merge(a, b);
+}
+
+Stringtab*
+sortstab(Hash *hh)
+{
+	if(!hh->sorted){
+		hh->all = mergesort(hh->all);
+		hh->sorted = 1;
+	}
+	return hh->all;
+}
+
+int
+Bwritehash(Biobuf *b, Hash *hh)
+{
+	Stringtab *s;
+
+	s = sortstab(hh);
+	Bprint(b, "# hash table\n");
+	for(; s; s=s->link){
+		if(s->count <= 0)
+			continue;
+		Bwrite(b, s->str, s->n);
+		Bprint(b, "\t%d\n", s->count);
+	}
+	if(Bflush(b) == Beof)
+		return -1;
+	return 0;
+}
+
+void
+Breadhash(Biobuf *b, Hash *hh, int scale)
+{
+	char *s;
+	char *t;
+	int n;
+
+	s = Brdstr(b, '\n', 1);
+	if(s == nil)
+		return;
+	if(strcmp(s, "# hash table") != 0)
+		sysfatal("bad hash table format");
+
+	while(s = Brdline(b, '\n')){
+		s[Blinelen(b)-1] = 0;
+		t = strrchr(s, '\t');
+		if(t == nil)
+			sysfatal("bad hash table format");
+		*t++ = '\0';
+		if(*t < '0' || *t > '9')
+			sysfatal("bad hash table format");
+		n = strtol(t, &t, 10);
+		if(*t != 0)
+			sysfatal("bad hash table format");
+		findstab(hh, s, strlen(s), 1)->count += n*scale;
+	}
+}
+
+void
+freehash(Hash *h)
+{
+	Stringtab *s, *next;
+
+	for(s=h->all; s; s=next){
+		next = s->link;
+		tabfree(s);
+	}
+	free(h->stab);
+	free(h);
+}
+
+Biobuf*
+Bopenlock(char *file, int mode)
+{
+	int i;
+	Biobuf *b;
+	char err[ERRMAX];
+
+	b = nil;
+	for(i=0; i<120; i++){
+		if((b = Bopen(file, mode)) != nil)
+			break;
+		rerrstr(err, sizeof err);
+		if(strstr(err, "file is locked") == nil)
+			break;
+		sleep(1000);
+	}
+	return b;
+}

sys/src/cmd/upas/bayes/hash.h

@@ -0,0 +1,26 @@
+typedef struct Stringtab	Stringtab;
+struct Stringtab {
+	Stringtab *link;
+	Stringtab *hash;
+	char *str;
+	int n;
+	int count;
+};
+
+typedef struct Hash Hash;
+struct Hash
+{
+	int sorted;
+	Stringtab **stab;
+	int nstab;
+	int ntab;
+	Stringtab *all;
+};
+
+Stringtab *findstab(Hash*, char*, int, int);
+Stringtab *sortstab(Hash*);
+
+int Bwritehash(Biobuf*, Hash*);	/* destroys hash */
+void Breadhash(Biobuf*, Hash*, int);
+void freehash(Hash*);
+Biobuf *Bopenlock(char*, int);

sys/src/cmd/upas/bayes/mkfile

@@ -0,0 +1,33 @@
+</$objtype/mkfile
+
+TARG=addhash bayes msgtok
+HFILES=
+OFILES=
+LIB=
+
+BIN=/$objtype/bin/upas
+</sys/src/cmd/mkmany
+
+# msg tokenizer
+$O.regen: regcomp.$O dfa.$O
+dfa.$O regcomp.$O regen.$O: dfa.h
+
+/mail/lib/classify.re: $O.regen
+	if(~ $cputype $objtype)
+		$O.regen >x && cp x $target
+
+$O.msgtok: dfa.$O
+
+# msg database 
+msgdbx.$O msgdb.$O: msgdb.h
+
+# hash table creator/dumper
+$O.msgdb: msgdbx.$O
+
+$O.msgclass: hash.$O msgdbx.$O
+
+$O.addhash: hash.$O 
+
+$O.bayes: hash.$O
+
+

sys/src/cmd/upas/bayes/msgclass.c

@@ -0,0 +1,296 @@
+#include <u.h>
+#include <libc.h>
+#include <bio.h>
+#include <ctype.h>
+#include "msgdb.h"
+
+void
+usage(void)
+{
+	fprint(2, "usage: upas/msgclass [-a] [-d name dbfile]... [-l lockfile] [-m mul] [-t thresh] [tokenfile ...]\n");
+	exits("usage");
+}
+
+enum
+{
+	MAXBEST = 32,
+	MAXLEN = 64,
+	MAXTAB = 256,
+};
+
+typedef struct Ndb Ndb;
+struct Ndb
+{
+	char *name;
+	char *file;
+	Msgdb *db;
+	double p;
+	long nmsg;
+};
+
+typedef struct Word Word;
+struct Word
+{
+	char s[MAXLEN];
+	int count[MAXTAB];
+	double p[MAXTAB];
+	double mp;
+	int mi; /* w.p[w.mi] = w.mp */
+	int nmsg;
+};
+
+Ndb db[MAXTAB];
+int ndb;
+
+int add;
+int mul;
+Msgdb *indb;
+
+Word best[MAXBEST];
+int mbest = 15;
+int nbest;
+
+void process(Biobuf*, char*);
+void lockfile(char*);
+
+void
+noteword(Word *w, char *s)
+{
+	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;
+	strecpy(best[i].s, best[i].s+MAXLEN, s);
+	nbest++;
+}
+
+void
+main(int argc, char **argv)
+{
+	int i, bad, m, tot, nn, j;
+	Biobuf bin, *b, bout;
+	char *s, *lf;
+	double totp, p, thresh;
+	long n;
+	Word w;
+
+	lf = nil;
+	thresh = 0;
+	ARGBEGIN{
+	case 'a':
+		add = 1;
+		break;
+	case 'd':
+		if(ndb >= MAXTAB)
+			sysfatal("too many db classes");
+		db[ndb].name = EARGF(usage());
+		db[ndb].file = EARGF(usage());
+		ndb++;
+		break;
+	case 'l':
+		lf = EARGF(usage());
+		break;
+	case 'm':
+		mul = atoi(EARGF(usage()));
+		break;
+	case 't':
+		thresh = atof(EARGF(usage()));
+		break;
+	default:
+		usage();
+	}ARGEND
+
+	if(ndb == 0){
+		fprint(2, "must have at least one -d option\n");
+		usage();
+	}
+
+	indb = mdopen(nil, 1);
+	if(argc == 0){
+		Binit(&bin, 0, OREAD);
+		process(&bin, "<stdin>");
+		Bterm(&bin);
+	}else{
+		bad = 0;
+		for(i=0; i<argc; i++){
+			if((b = Bopen(argv[i], OREAD)) == nil){
+				fprint(2, "opening %s: %r\n", argv[i]);
+				bad = 1;
+				continue;
+			}
+			process(b, argv[i]);
+			Bterm(b);
+		}
+		if(bad)
+			exits("open inputs");
+	}
+
+	lockfile(lf);
+	bad = 0;
+	for(i=0; i<ndb; i++){
+		if((db[i].db = mdopen(db[i].file, 0)) == nil){
+			fprint(2, "opendb %s: %r\n", db[i].file);
+			bad = 1;
+		}
+		db[i].nmsg = mdget(db[i].db, "*From*");
+	}
+	if(bad)
+		exits("open databases");
+
+	/* run conditional probabilities of input words, getting 15 most specific */
+	mdenum(indb);
+	nbest = 0;
+	while(mdnext(indb, &s, &n) >= 0){
+		tot = 0;
+		totp = 0.0;
+		for(i=0; i<ndb; i++){
+			nn = mdget(db[i].db, s)*(i==0 ? 3 : 1);
+			tot += nn;
+			w.count[i] = nn;
+			p = w.count[i]/(double)db[i].nmsg;
+			if(p >= 1.0)
+				p = 1.0;
+			w.p[i] = p;
+			totp += p;
+		}
+//fprint(2, "%s tot %d totp %g\n", s, tot, totp);
+		if(tot < 2)
+			continue;
+		w.mp = 0.0;
+		for(i=0; i<ndb; i++){
+			p = w.p[i];
+			p /= totp;
+			if(p < 0.001)
+				p = 0.001;
+			else if(p > 0.999)
+				p = 0.999;
+			if(p > w.mp){
+				w.mp = p;
+				w.mi = i;
+			}
+			w.p[i] = p;
+		}
+		noteword(&w, s);
+	}
+
+	/* compute conditional probabilities of message classes using 15 most specific */
+	totp = 0.0;
+	for(i=0; i<ndb; i++){
+		p = 1.0;
+		for(j=0; j<nbest; j++)
+			p *= best[j].p[i];
+		db[i].p = p;
+		totp += p;
+	}
+	for(i=0; i<ndb; i++)
+		db[i].p /= totp;
+	m = 0;
+	for(i=1; i<ndb; i++)
+		if(db[i].p > db[m].p)
+			m = i;
+
+	Binit(&bout, 1, OWRITE);
+	if(db[m].p < thresh)
+		m = -1;
+	if(m >= 0)
+		Bprint(&bout, "%s", db[m].name);
+	else
+		Bprint(&bout, "inconclusive");
+	for(j=0; j<ndb; j++)
+		Bprint(&bout, " %s=%g", db[j].name, db[j].p);
+	Bprint(&bout, "\n");
+	for(i=0; i<nbest; i++){
+		Bprint(&bout, "%s", best[i].s);
+		for(j=0; j<ndb; j++)
+			Bprint(&bout, " %s=%g", db[j].name, best[i].p[j]);
+		Bprint(&bout, "\n");
+	}
+		Bprint(&bout, "%s %g\n", best[i].s, best[i].p[m]);
+	Bterm(&bout);
+
+	if(m >= 0 && add){
+		mdenum(indb);
+		while(mdnext(indb, &s, &n) >= 0)
+			mdput(db[m].db, s, mdget(db[m].db, s)+n*mul);
+		mdclose(db[m].db);
+	}
+	exits(nil);
+}
+
+void
+process(Biobuf *b, char*)
+{
+	char *s;
+	char *p;
+	long n;
+
+	while((s = Brdline(b, '\n')) != nil){
+		s[Blinelen(b)-1] = 0;
+		if((p = strrchr(s, ' ')) != nil){
+			*p++ = 0;
+			n = atoi(p);
+		}else
+			n = 1;
+		mdput(indb, s, mdget(indb, s)+n);
+	}
+}
+
+int tpid;
+void
+killtickle(void)
+{
+	postnote(PNPROC, tpid, "die");
+}
+
+void
+lockfile(char *s)
+{
+	int fd, t, w;
+	char err[ERRMAX];
+
+	if(s == nil)
+		return;
+	w = 50;
+	t = 0;
+	for(;;){
+		fd = open(s, OREAD);
+		if(fd >= 0)
+			break;
+		rerrstr(err, sizeof err);
+		if(strstr(err, "file is locked") == nil)
+			break;
+		sleep(w);
+		t += w;
+		if(w < 1000)
+			w = (w*3)/2;
+		if(t > 120*1000)
+			break;
+	}
+	if(fd < 0)
+		sysfatal("could not lock %s", s);
+	switch(tpid = fork()){
+	case -1:
+		sysfatal("fork: %r");
+	case 0:
+		for(;;){
+			sleep(30*1000);
+			free(dirfstat(fd));
+		}
+		_exits(nil);
+	default:
+		break;
+	}
+	close(fd);
+	atexit(killtickle);
+}
+

sys/src/cmd/upas/bayes/msgdb.c

@@ -0,0 +1,63 @@
+#include <u.h>
+#include <libc.h>
+#include <bio.h>
+#include "msgdb.h"
+
+void
+usage(void)
+{
+	fprint(2, "usage: msgdb [-c] file\n");
+	exits("usage");
+}
+
+void
+main(int argc, char **argv)
+{
+	int create = 0;
+	Msgdb *db;
+	char *tok, *p;
+	long val;
+	int input;
+	Biobuf b;
+
+	input = 0;
+	ARGBEGIN{
+	case 'c':
+		create = 1;
+		break;
+	case 'i':
+		input = 1;
+		break;
+	default:
+		usage();
+	}ARGEND
+
+	if(argc != 1)
+		usage();
+
+	if((db = mdopen(argv[0], create)) == nil)
+		sysfatal("open db: %r");
+
+	if(input){
+		Binit(&b, 0, OREAD);
+		while((tok = Brdline(&b, '\n')) != nil){
+			tok[Blinelen(&b)-1] = '\0';
+			p = strrchr(tok, ' ');
+			if(p == nil)
+				val = mdget(db, tok)+1;
+			else{
+				*p++ = 0;
+				val = atoi(p);
+			}
+			mdput(db, tok, val);
+		}
+	}else{
+		mdenum(db);
+		Binit(&b, 1, OWRITE);
+		while(mdnext(db, &tok, &val) >= 0)
+			Bprint(&b, "%s %ld\n", tok, val);
+		Bterm(&b);
+	}
+	mdclose(db);
+	exits(nil);
+}

sys/src/cmd/upas/bayes/msgdb.h

@@ -0,0 +1,10 @@
+typedef struct Msgdb Msgdb;
+
+Msgdb *mdopen(char*, int);
+long mdget(Msgdb*, char*);
+void mdput(Msgdb*, char*, long);
+
+void mdenum(Msgdb*);
+int mdnext(Msgdb*, char**, long*);
+
+void mdclose(Msgdb*);

sys/src/cmd/upas/bayes/msgdbx.c

@@ -0,0 +1,109 @@
+#include <u.h>
+#include <libc.h>
+#include <db.h>
+#include "msgdb.h"
+
+struct Msgdb
+{
+	DB *db;
+	int reset;
+};
+
+Msgdb*
+mdopen(char *file, int create)
+{
+	Msgdb *mdb;
+	DB *db;
+	HASHINFO h;
+
+	if((mdb = mallocz(sizeof(Msgdb), 1)) == nil)
+		return nil;
+	memset(&h, 0, sizeof h);
+	h.cachesize = 2*1024*1024;
+	if((db = dbopen(file, ORDWR|(create ? OCREATE:0), 0666, DB_HASH, &h)) == nil){
+		free(mdb);
+		return nil;
+	}
+	mdb->db = db;
+	mdb->reset = 1;
+	return mdb;
+}
+
+long
+mdget(Msgdb *mdb, char *tok)
+{
+	DB *db = mdb->db;
+	DBT key, val;
+	uchar *p;
+
+	key.data = tok;
+	key.size = strlen(tok)+1;
+	val.data = 0;
+	val.size = 0;
+
+	if(db->get(db, &key, &val, 0) < 0)
+		return 0;
+	if(val.data == 0)
+		return 0;
+	if(val.size != 4)
+		return 0;
+	p = val.data;
+	return (p[0]<<24)|(p[1]<<16)|(p[2]<<8)|p[3];
+}
+
+void
+mdput(Msgdb *mdb, char *tok, long n)
+{
+	uchar p[4];
+	DB *db = mdb->db;
+	DBT key, val;
+
+	key.data = tok;
+	key.size = strlen(tok)+1;
+	if(n <= 0){
+		db->del(db, &key, 0);
+		return;
+	}
+
+	p[0] = n>>24;
+	p[1] = n>>16;
+	p[2] = n>>8;
+	p[3] = n;
+
+	val.data = p;
+	val.size = 4;
+	db->put(db, &key, &val, 0);
+}
+
+void
+mdenum(Msgdb *mdb)
+{
+	mdb->reset = 1;
+}
+
+int
+mdnext(Msgdb *mdb, char **sp, long *vp)
+{
+	DBT key, val;
+	uchar *p;
+	DB *db = mdb->db;
+	int i;
+
+	i = db->seq(db, &key, &val, mdb->reset ? R_FIRST : R_NEXT);
+	mdb->reset = 0;
+	if(i)
+		return -1;
+	*sp = key.data;
+	p = val.data;
+	*vp = (p[0]<<24)|(p[1]<<16)|(p[2]<<8)|p[3];
+	return 0;
+}
+
+void
+mdclose(Msgdb *mdb)
+{
+	DB *db = mdb->db;
+
+	db->close(db);
+	mdb->db = nil;
+}

sys/src/cmd/upas/bayes/msgtok.c

@@ -0,0 +1,245 @@
+/*
+ * RFC822 message tokenizer (really feature generator) for spam filter.
+ * 
+ * See Paul Graham's musings on spam filtering for theory.
+ */
+
+#include <u.h>
+#include <libc.h>
+#include <bio.h>
+#include <regexp.h>
+#include <ctype.h>
+#include "dfa.h"
+
+void buildre(Dreprog*[3]);
+int debug;
+char *refile = "/mail/lib/classify.re";
+int maxtoklen = 20;
+int trim(char*);
+
+void
+usage(void)
+{
+	fprint(2, "usage: msgtok [-D] [-r /mail/lib/classify.re] [file]\n");
+	exits("usage");
+}
+
+void
+main(int argc, char **argv)
+{
+	int i, hdr, n, eof, off;
+	Dreprog *re[3];
+	int m[3];
+	char *p, *ep, *tag;
+	Biobuf bout, bin;
+	char msg[1024+1];
+	char buf[1024];
+
+	buildre(re);
+	ARGBEGIN{
+	case 'D':
+		debug = 1;
+		break;
+	case 'n':
+		maxtoklen = atoi(EARGF(usage()));
+		break;
+	case 'r':
+		refile = EARGF(usage());
+		break;
+	default:
+		usage();
+	}ARGEND;
+
+	if(argc > 1)
+		usage();
+	if(argc == 1){
+		close(0);
+		if(open(argv[0], OREAD) < 0)
+			sysfatal("open %s: %r", argv[0]);
+	}
+
+	tag = nil;
+	Binit(&bin, 0, OREAD);
+	Binit(&bout, 1, OWRITE);
+	ep = msg;
+	p = msg;
+	eof = 0;
+	off = 0;
+	hdr = 1;
+	for(;;){
+		/* replenish buffer */
+		if(ep - p < 512 && !eof){
+			if(p > msg + 1){
+				n = ep - p;
+				memmove(msg, p-1, ep-(p-1));
+				off += (p-1) - msg;
+				p = msg+1;
+				ep = p + n;
+			}
+			n = Bread(&bin, ep, msg+(sizeof msg - 1)- ep);
+			if(n < 0)
+				sysfatal("read error: %r");
+			if(n == 0)
+				eof = 1;
+			ep += n;
+			*ep = 0;
+		}
+		if(p >= ep)
+			break;
+
+		if(*p == 0){
+			p++;
+			continue;
+		}
+
+		if(hdr && p[-1]=='\n'){
+			if(p[0]=='\n')
+				hdr = 0;
+			else if(cistrncmp(p-1, "\nfrom:", 6) == 0)
+				tag = "From*";
+			else if(cistrncmp(p-1, "\nto:", 4) == 0)
+				tag = "To*";
+			else if(cistrncmp(p-1, "\nsubject:", 9) == 0)
+				tag = "Subject*";
+			else if(cistrncmp(p-1, "\nreturn-path:", 13) == 0)
+				tag = "Return-Path*";
+			else
+				tag = nil;
+		}
+		m[0] = dregexec(re[0], p, p==msg || p[-1]=='\n');
+		m[1] = dregexec(re[1], p, p==msg || p[-1]=='\n');
+		m[2] = dregexec(re[2], p, p==msg || p[-1]=='\n');
+
+		n = m[0];
+		if(n < m[1])
+			n = m[1];
+		if(n < m[2])
+			n = m[2];
+		if(n <= 0){
+fprint(2, "«%s» %.2ux", p, p[0]);
+			sysfatal("no regexps matched at %ld", off + (p-msg));
+		}
+
+		if(m[0] >= m[1] && m[0] >= m[2]){
+			/* "From " marks start of new message */
+			Bprint(&bout, "*From*\n");
+			n = m[0];
+			hdr = 1;
+		}else if(m[2] > 1){
+			/* ignore */
+			n = m[2];
+		}else if(m[1] >= m[0] && m[1] >= m[2] && m[1] > 2 && m[1] <= maxtoklen){
+			/* keyword */
+			/* should do UTF-aware lowercasing, too much bother */
+/*
+			for(i=0; i<n; i++)
+				if('A' <= p[i] && p[i] <= 'Z')
+					p[i] += 'a' - 'A';
+*/
+			if(tag){
+				i = strlen(tag);	
+				memmove(buf, tag, i);
+				memmove(buf+i, p, m[1]);
+				buf[i+m[1]] = 0;
+			}else{
+				memmove(buf, p, m[1]);
+				buf[m[1]] = 0;
+			}
+			Bprint(&bout, "%s\n", buf);
+			while(trim(buf) >= 0)
+				Bprint(&bout, "stem*%s\n", buf);
+			n = m[1];
+		}else
+			n = m[2];
+		if(debug)
+			fprint(2, "%.*s¦", utfnlen(p, n), p);
+		p += n;
+	}
+	Bterm(&bout);
+	exits(0);
+}
+
+void
+buildre(Dreprog *re[3])
+{
+	Biobuf *b;
+
+	if((b = Bopen(refile, OREAD)) == nil)
+		sysfatal("open %s: %r", refile);
+
+	re[0] = Breaddfa(b);
+	re[1] = Breaddfa(b);
+	re[2] = Breaddfa(b);
+
+	if(re[0]==nil || re[1]==nil || re[2]==nil)
+		sysfatal("Breaddfa: %r");
+	Bterm(b);
+}
+
+/* perhaps this belongs in the tokenizer */
+int
+trim(char *s)
+{
+	char *p, *op;
+	int mix, mix1;
+
+	if(*s == '*')
+		return -1;
+
+	/* strip leading punctuation */
+	p = strchr(s, '*');
+	if(p == nil)
+		p = s;
+	while(*p && !isalpha(*p))
+		p++;
+	if(strlen(p) < 2)
+{
+		return -1;
+}
+	memmove(s, p, strlen(p)+1);
+
+	/* strip suffix of punctuation */
+	p = s+strlen(s);
+	op = p;
+	while(p > s && (uchar)p[-1]<0x80 && !isalpha(p[-1]))
+		p--;
+
+	/* chop punctuation */
+	if(p > s){
+		/* free!!! -> free! */
+		if(p+1 < op){
+			p[1] = 0;
+			return 0;
+		}
+		/* free! -> free */
+		if(p < op){
+			p[0] = 0;
+			return 0;
+		}
+	}
+
+	mix = mix1 = 0;
+	if(isupper(s[0]))
+		mix = 1;
+	for(p=s+1; *p; p++)
+		if(isupper(*p)){
+			mix1 = 1;
+			break;
+		}
+
+	/* turn FREE into Free */
+	if(mix1){
+		for(p=s+1; *p; p++)
+			if(isupper(*p))
+				*p += 'a'-'A';
+		return 0;
+	}
+
+	/* turn Free into free */
+	if(mix){
+		*s += 'a'-'A';
+		return 0;
+	}
+	return -1;
+}		
+

sys/src/cmd/upas/bayes/regcomp.c

@@ -0,0 +1,563 @@
+/* From libregexp but leaks extra classes when it runs out */
+
+
+#include <u.h>
+#include <libc.h>
+#include "regexp.h"
+#include "/sys/src/libregexp/regcomp.h"
+
+#define	TRUE	1
+#define	FALSE	0
+
+/*
+ * Parser Information
+ */
+typedef
+struct Node
+{
+	Reinst*	first;
+	Reinst*	last;
+}Node;
+
+#define	NSTACK	20
+static	Node	andstack[NSTACK];
+static	Node	*andp;
+static	int	atorstack[NSTACK];
+static	int*	atorp;
+static	int	cursubid;		/* id of current subexpression */
+static	int	subidstack[NSTACK];	/* parallel to atorstack */
+static	int*	subidp;
+static	int	lastwasand;	/* Last token was operand */
+static	int	nbra;
+static	char*	exprp;		/* pointer to next character in source expression */
+static	int	lexdone;
+static	int	nclass;
+static	Reclass*classp;
+static	Reinst*	freep;
+static	int	errors;
+static	Rune	yyrune;		/* last lex'd rune */
+static	Reclass*yyclassp;	/* last lex'd class */
+
+/* predeclared crap */
+static	void	operator(int);
+static	void	pushand(Reinst*, Reinst*);
+static	void	pushator(int);
+static	void	evaluntil(int);
+static	int	bldcclass(void);
+
+static jmp_buf regkaboom;
+
+static	void
+rcerror(char *s)
+{
+	errors++;
+	regerror(s);
+	longjmp(regkaboom, 1);
+}
+
+static	Reinst*
+newinst(int t)
+{
+	freep->type = t;
+	freep->left = 0;
+	freep->right = 0;
+	return freep++;
+}
+
+static	void
+operand(int t)
+{
+	Reinst *i;
+
+	if(lastwasand)
+		operator(CAT);	/* catenate is implicit */
+	i = newinst(t);
+
+	if(t == CCLASS || t == NCCLASS)
+		i->cp = yyclassp;
+	if(t == RUNE)
+		i->r = yyrune;
+
+	pushand(i, i);
+	lastwasand = TRUE;
+}
+
+static	void
+operator(int t)
+{
+	if(t==RBRA && --nbra<0)
+		rcerror("unmatched right paren");
+	if(t==LBRA){
+		if(++cursubid >= NSUBEXP)
+			rcerror ("too many subexpressions");
+		nbra++;
+		if(lastwasand)
+			operator(CAT);
+	} else
+		evaluntil(t);
+	if(t != RBRA)
+		pushator(t);
+	lastwasand = FALSE;
+	if(t==STAR || t==QUEST || t==PLUS || t==RBRA)
+		lastwasand = TRUE;	/* these look like operands */
+}
+
+static	void
+regerr2(char *s, int c)
+{
+	char buf[100];
+	char *cp = buf;
+	while(*s)
+		*cp++ = *s++;
+	*cp++ = c;
+	*cp = '\0'; 
+	rcerror(buf);
+}
+
+static	void
+cant(char *s)
+{
+	char buf[100];
+	strcpy(buf, "can't happen: ");
+	strcat(buf, s);
+	rcerror(buf);
+}
+
+static	void
+pushand(Reinst *f, Reinst *l)
+{
+	if(andp >= &andstack[NSTACK])
+		cant("operand stack overflow");
+	andp->first = f;
+	andp->last = l;
+	andp++;
+}
+
+static	void
+pushator(int t)
+{
+	if(atorp >= &atorstack[NSTACK])
+		cant("operator stack overflow");
+	*atorp++ = t;
+	*subidp++ = cursubid;
+}
+
+static	Node*
+popand(int op)
+{
+	Reinst *inst;
+
+	if(andp <= &andstack[0]){
+		regerr2("missing operand for ", op);
+		inst = newinst(NOP);
+		pushand(inst,inst);
+	}
+	return --andp;
+}
+
+static	int
+popator(void)
+{
+	if(atorp <= &atorstack[0])
+		cant("operator stack underflow");
+	--subidp;
+	return *--atorp;
+}
+
+static	void
+evaluntil(int pri)
+{
+	Node *op1, *op2;
+	Reinst *inst1, *inst2;
+
+	while(pri==RBRA || atorp[-1]>=pri){
+		switch(popator()){
+		default:
+			rcerror("unknown operator in evaluntil");
+			break;
+		case LBRA:		/* must have been RBRA */
+			op1 = popand('(');
+			inst2 = newinst(RBRA);
+			inst2->subid = *subidp;
+			op1->last->next = inst2;
+			inst1 = newinst(LBRA);
+			inst1->subid = *subidp;
+			inst1->next = op1->first;
+			pushand(inst1, inst2);
+			return;
+		case OR:
+			op2 = popand('|');
+			op1 = popand('|');
+			inst2 = newinst(NOP);
+			op2->last->next = inst2;
+			op1->last->next = inst2;
+			inst1 = newinst(OR);
+			inst1->right = op1->first;
+			inst1->left = op2->first;
+			pushand(inst1, inst2);
+			break;
+		case CAT:
+			op2 = popand(0);
+			op1 = popand(0);
+			op1->last->next = op2->first;
+			pushand(op1->first, op2->last);
+			break;
+		case STAR:
+			op2 = popand('*');
+			inst1 = newinst(OR);
+			op2->last->next = inst1;
+			inst1->right = op2->first;
+			pushand(inst1, inst1);
+			break;
+		case PLUS:
+			op2 = popand('+');
+			inst1 = newinst(OR);
+			op2->last->next = inst1;
+			inst1->right = op2->first;
+			pushand(op2->first, inst1);
+			break;
+		case QUEST:
+			op2 = popand('?');
+			inst1 = newinst(OR);
+			inst2 = newinst(NOP);
+			inst1->left = inst2;
+			inst1->right = op2->first;
+			op2->last->next = inst2;
+			pushand(inst1, inst2);
+			break;
+		}
+	}
+}
+
+static	Reprog*
+optimize(Reprog *pp)
+{
+	Reinst *inst, *target;
+	int size;
+	Reprog *npp;
+	Reclass *cl;
+	int diff;
+
+	/*
+	 *  get rid of NOOP chains
+	 */
+	for(inst=pp->firstinst; inst->type!=END; inst++){
+		target = inst->next;
+		while(target->type == NOP)
+			target = target->next;
+		inst->next = target;
+	}
+
+	/*
+	 *  The original allocation is for an area larger than
+	 *  necessary.  Reallocate to the actual space used
+	 *  and then relocate the code.
+	 */
+	size = sizeof(Reprog) + (freep - pp->firstinst)*sizeof(Reinst);
+	npp = realloc(pp, size);
+	if(npp==0 || npp==pp)
+		return pp;
+	diff = (char *)npp - (char *)pp;
+	freep = (Reinst *)((char *)freep + diff);
+	for(inst=npp->firstinst; inst<freep; inst++){
+		switch(inst->type){
+		case OR:
+		case STAR:
+		case PLUS:
+		case QUEST:
+			*(char **)&inst->right += diff;
+			break;
+		case CCLASS:
+		case NCCLASS:
+			*(char **)&inst->right += diff;
+			cl = inst->cp;
+			*(char **)&cl->end += diff;
+			break;
+		}
+		*(char **)&inst->left += diff;
+	}
+	*(char **)&npp->startinst += diff;
+	return npp;
+}
+
+#ifdef	DEBUG
+static	void
+dumpstack(void){
+	Node *stk;
+	int *ip;
+
+	print("operators\n");
+	for(ip=atorstack; ip<atorp; ip++)
+		print("0%o\n", *ip);
+	print("operands\n");
+	for(stk=andstack; stk<andp; stk++)
+		print("0%o\t0%o\n", stk->first->type, stk->last->type);
+}
+
+static	void
+dump(Reprog *pp)
+{
+	Reinst *l;
+	Rune *p;
+
+	l = pp->firstinst;
+	do{
+		print("%d:\t0%o\t%d\t%d", l-pp->firstinst, l->type,
+			l->left-pp->firstinst, l->right-pp->firstinst);
+		if(l->type == RUNE)
+			print("\t%C\n", l->r);
+		else if(l->type == CCLASS || l->type == NCCLASS){
+			print("\t[");
+			if(l->type == NCCLASS)
+				print("^");
+			for(p = l->cp->spans; p < l->cp->end; p += 2)
+				if(p[0] == p[1])
+					print("%C", p[0]);
+				else
+					print("%C-%C", p[0], p[1]);
+			print("]\n");
+		} else
+			print("\n");
+	}while(l++->type);
+}
+#endif
+
+static	Reclass*
+newclass(void)
+{
+	if(nclass <= 0){
+		classp = mallocz(128*sizeof(Reclass), 1);
+		if(classp == nil)
+			regerror("out of memory");
+		nclass = 128;
+	}
+	return &classp[--nclass];
+}
+
+static	int
+nextc(Rune *rp)
+{
+	if(lexdone){
+		*rp = 0;
+		return 1;
+	}
+	exprp += chartorune(rp, exprp);
+	if(*rp == L'\\'){
+		exprp += chartorune(rp, exprp);
+		return 1;
+	}
+	if(*rp == 0)
+		lexdone = 1;
+	return 0;
+}
+
+static	int
+lex(int literal, int dot_type)
+{
+	int quoted;
+
+	quoted = nextc(&yyrune);
+	if(literal || quoted){
+		if(yyrune == 0)
+			return END;
+		return RUNE;
+	}
+
+	switch(yyrune){
+	case 0:
+		return END;
+	case L'*':
+		return STAR;
+	case L'?':
+		return QUEST;
+	case L'+':
+		return PLUS;
+	case L'|':
+		return OR;
+	case L'.':
+		return dot_type;
+	case L'(':
+		return LBRA;
+	case L')':
+		return RBRA;
+	case L'^':
+		return BOL;
+	case L'$':
+		return EOL;
+	case L'[':
+		return bldcclass();
+	}
+	return RUNE;
+}
+
+static int
+bldcclass(void)
+{
+	int type;
+	Rune r[NCCRUNE];
+	Rune *p, *ep, *np;
+	Rune rune;
+	int quoted;
+
+	/* we have already seen the '[' */
+	type = CCLASS;
+	yyclassp = newclass();
+
+	/* look ahead for negation */
+	/* SPECIAL CASE!!! negated classes don't match \n */
+	ep = r;
+	quoted = nextc(&rune);
+	if(!quoted && rune == L'^'){
+		type = NCCLASS;
+		quoted = nextc(&rune);
+		*ep++ = L'\n';
+		*ep++ = L'\n';
+	}
+
+	/* parse class into a set of spans */
+	for(; ep<&r[NCCRUNE];){
+		if(rune == 0){
+			rcerror("malformed '[]'");
+			return 0;
+		}
+		if(!quoted && rune == L']')
+			break;
+		if(!quoted && rune == L'-'){
+			if(ep == r){
+				rcerror("malformed '[]'");
+				return 0;
+			}
+			quoted = nextc(&rune);
+			if((!quoted && rune == L']') || rune == 0){
+				rcerror("malformed '[]'");
+				return 0;
+			}
+			*(ep-1) = rune;
+		} else {
+			*ep++ = rune;
+			*ep++ = rune;
+		}
+		quoted = nextc(&rune);
+	}
+
+	/* sort on span start */
+	for(p = r; p < ep; p += 2){
+		for(np = p; np < ep; np += 2)
+			if(*np < *p){
+				rune = np[0];
+				np[0] = p[0];
+				p[0] = rune;
+				rune = np[1];
+				np[1] = p[1];
+				p[1] = rune;
+			}
+	}
+
+	/* merge spans */
+	np = yyclassp->spans;
+	p = r;
+	if(r == ep)
+		yyclassp->end = np;
+	else {
+		np[0] = *p++;
+		np[1] = *p++;
+		for(; p < ep; p += 2)
+			if(p[0] <= np[1]){
+				if(p[1] > np[1])
+					np[1] = p[1];
+			} else {
+				np += 2;
+				np[0] = p[0];
+				np[1] = p[1];
+			}
+		yyclassp->end = np+2;
+	}
+
+	return type;
+}
+
+static	Reprog*
+regcomp1(char *s, int literal, int dot_type)
+{
+	int token;
+	Reprog *pp;
+
+	/* get memory for the program */
+	pp = malloc(sizeof(Reprog) + 6*sizeof(Reinst)*strlen(s));
+	if(pp == 0){
+		regerror("out of memory");
+		return 0;
+	}
+	freep = pp->firstinst;
+	classp = pp->class;
+	errors = 0;
+
+	if(setjmp(regkaboom))
+		goto out;
+
+	/* go compile the sucker */
+	lexdone = 0;
+	exprp = s;
+	nclass = NCLASS;
+	nbra = 0;
+	atorp = atorstack;
+	andp = andstack;
+	subidp = subidstack;
+	lastwasand = FALSE;
+	cursubid = 0;
+
+	/* Start with a low priority operator to prime parser */
+	pushator(START-1);
+	while((token = lex(literal, dot_type)) != END){
+		if((token&0300) == OPERATOR)
+			operator(token);
+		else
+			operand(token);
+	}
+
+	/* Close with a low priority operator */
+	evaluntil(START);
+
+	/* Force END */
+	operand(END);
+	evaluntil(START);
+#ifdef DEBUG
+	dumpstack();
+#endif
+	if(nbra)
+		rcerror("unmatched left paren");
+	--andp;	/* points to first and only operand */
+	pp->startinst = andp->first;
+#ifdef DEBUG
+	dump(pp);
+#endif
+	pp = optimize(pp);
+#ifdef DEBUG
+	print("start: %d\n", andp->first-pp->firstinst);
+	dump(pp);
+#endif
+out:
+	if(errors){
+		free(pp);
+		pp = 0;
+	}
+	return pp;
+}
+
+extern	Reprog*
+regcomp(char *s)
+{
+	return regcomp1(s, 0, ANY);
+}
+
+extern	Reprog*
+regcomplit(char *s)
+{
+	return regcomp1(s, 1, ANY);
+}
+
+extern	Reprog*
+regcompnl(char *s)
+{
+	return regcomp1(s, 0, ANYNL);
+}

sys/src/cmd/upas/bayes/regen.c

@@ -0,0 +1,176 @@
+#include <u.h>
+#include <libc.h>
+#include <bio.h>
+#include <regexp.h>
+#include "dfa.h"
+
+/***
+ * Regular expression for matching.
+ */
+
+char *ignore[] = 
+{
+	/* HTML that isn't A, IMG, or FONT */
+	/* Must have a space somewhere to avoid catching <email@address> */
+	"<[ 	\n\r]*("
+		"[^aif]|"
+		"a[^> \t\r\n]|"
+		"i[^mM \t\r\n]|"
+		"im[^gG \t\r\n]|"
+		"img[^> \t\r\n]|"
+		"f[^oO \t\r\n]|"
+		"fo[^Nn \t\r\n]|"
+		"fon[^tT \t\r\n]|"
+		"font[^> \r\t\n]"
+	")[^>]*[ \t\n\r][^>]*>",
+	"<[ 	\n\r]*("
+		"i|im|f|fo|fon"
+	")[ \t\r\n][^>]*>",
+
+	/* ignore html comments */
+	"<!--([^\\-]|-[^\\-]|--[^>]|\n)*-->",
+
+	/* random mail strings */
+	"^message-id:.*\n([ 	].*\n)*",
+	"^in-reply-to:.*\n([ 	].*\n)*",
+	"^references:.*\n([ 	].*\n)*",
+	"^date:.*\n([ 	].*\n)*",
+	"^delivery-date:.*\n([ 	].*\n)*",
+	"e?smtp id .*",
+	"^	id.*",
+	"boundary=.*",
+	"name=\"",
+	"filename=\"",
+	"news:<[^>]+>",
+	"^--[^ 	]*$",
+
+	/* base64 encoding */
+	"^[0-9a-zA-Z+\\-=/]+$",
+
+	/* uu encoding */
+	"^[!-Z]+$",
+
+	/* little things */
+	".",
+	"\n",
+};
+
+char *keywords[] =
+{
+	"([a-zA-Z'`$!¡-￿]|[0-9]([.,][0-9])*)+",
+};
+
+int debug;
+
+Dreprog*
+dregcomp(char *buf)
+{
+	Reprog *r;
+	Dreprog *d;
+
+	if(debug)
+		print(">>> '%s'\n", buf);
+
+	r = regcomp(buf);
+	if(r == nil)
+		sysfatal("regcomp");
+	d = dregcvt(r);
+	if(d == nil)
+		sysfatal("dregcomp");
+	free(r);
+	return d;
+}
+
+char*
+strcpycase(char *d, char *s)
+{
+	int cc, esc;
+
+	cc = 0;
+	esc = 0;
+	while(*s){
+		if(*s == '[')
+			cc++;
+		if(*s == ']')
+			cc--;
+		if(!cc && 'a' <= *s && *s <= 'z'){
+			*d++ = '[';
+			*d++ = *s;
+			*d++ = *s+'A'-'a';
+			*d++ = ']';
+		}else
+			*d++ = *s;
+		if(*s == '\\')
+			esc++;
+		else if(esc)
+			esc--;
+		s++;
+	}
+	return d;
+}
+
+void
+regerror(char *msg)
+{
+	sysfatal("regerror: %s", msg);
+}
+
+void
+buildre(Dreprog *re[3])
+{
+	int i;
+	static char buf[16384], *s;
+
+	re[0] = dregcomp("^From ");
+	
+	s = buf;
+	for(i=0; i<nelem(keywords); i++){
+		if(i != 0)
+			*s++ = '|';
+		s = strcpycase(s, keywords[i]);
+	}
+	*s = 0;
+	re[1] = dregcomp(buf);
+
+	s = buf;
+	for(i=0; i<nelem(ignore); i++){
+		if(i != 0)
+			*s++ = '|';
+		s = strcpycase(s, ignore[i]);
+	}
+	*s = 0;
+	re[2] = dregcomp(buf);
+}
+
+void
+usage(void)
+{
+	fprint(2, "usage: regen [-d]\n");
+	exits("usage");
+}
+
+void
+main(int argc, char **argv)
+{
+	Dreprog *re[3];
+	Biobuf b;
+
+	ARGBEGIN{
+	default:
+		usage();
+	case 'd':
+		debug = 1;
+	}ARGEND
+
+	if(argc != 0)
+		usage();
+
+	buildre(re);
+	Binit(&b, 1, OWRITE);
+	Bprintdfa(&b, re[0]);
+	Bprintdfa(&b, re[1]);
+	Bprintdfa(&b, re[2]);
+	exits(0);
+}
+
+