#VERBOSE=yes
-INCLUDERC=$PMDIR/pre-spam-cleanup
-
# no need to reprocess messages that went into a spamtrap
# UPDATE: retrain them only if diagnosed as non-spam, see below
+# Note: add E flag to next recipe when uncommenting
#:0
#* SPAMTRAPPED ?? .
#{
# |$FORMAIL -I"X-Spam: spamtrapped"
#}
+# check whether this message is being reinjected
+TRAINED_AS
+:0
+*$ $MSG_DEJAVU
+* ^X-Trained-As: \/(h|sp)am
+{
+ LOG="spamfilter: skipping already trained $MATCH$NL"
+ :0
+ * MATCH ?? spam
+ { IS_SPAM=already-trained }
+}
+
# let earlier parts of the mailfilter cause bypassing the checks
:0 E
* SKIP_SPAMCHECKS ?? .
:0 fw
|$FORMAIL -I"X-Spam: unknown (check skipped)"
SPAM_UNKNOWN=skip-match
+ SKIP_SPAMCHECKS=match
}
# sanity check on message size
# now run the spamfilters
:0 E
{
+ INCLUDERC=$PMDIR/pre-spam-cleanup
+
# crm114
CRM_SPAM=UNKNOWN
CRM_SCORE=0
:0
* CRM_SPAM ?? UNSURE
{
- # retrain as ham
+ # retrain spamtrapped message
:0
+ * SPAMTRAPPED ?? .
+ {
+ LOG="spamfilter: scheduling retraining with SPAM due to spamtrap$NL"
+ :0 fw
+ |$FORMAIL -A "X-CRM114-Autotrain: spam, due to spamtrap"
+ RETRAIN=spam
+ }
+
+ # retrain as ham
+ :0 E
* ? perl -e "$SA_SCORE <= $CRM_UNSURE_SA_AUTOTRAIN_LIMIT_HAM || exit 1"
{
- LOG="spamfilter: scheduling crm114 retraining with HAM (score $SA_SCORE <= $CRM_UNSURE_SA_AUTOTRAIN_LIMIT_HAM)$NL"
+ LOG="spamfilter: scheduling retraining with HAM (score $SA_SCORE <= $CRM_UNSURE_SA_AUTOTRAIN_LIMIT_HAM)$NL"
:0 fw
|$FORMAIL -A "X-CRM114-Autotrain: ham, according to SA (score $SA_SCORE <= $CRM_UNSURE_SA_AUTOTRAIN_LIMIT_HAM)"
RETRAIN=ham
# retrain as spam
:0 E
- * ? perl -e "$SA_SCORE > $CRM_UNSURE_SA_AUTOTRAIN_LIMIT_SPAM || exit 1"
+ * 1^0 ? perl -e "$SA_SCORE > $CRM_UNSURE_SA_AUTOTRAIN_LIMIT_SPAM || exit 1"
{
- LOG="spamfilter: scheduling crm114 retraining with SPAM (score $SA_SCORE > $CRM_UNSURE_SA_AUTOTRAIN_LIMIT_SPAM)$NL"
+ LOG="spamfilter: scheduling retraining with SPAM (score $SA_SCORE > $CRM_UNSURE_SA_AUTOTRAIN_LIMIT_SPAM)$NL"
:0 fw
|$FORMAIL -A "X-CRM114-Autotrain: spam, according to SA (score $SA_SCORE > $CRM_UNSURE_SA_AUTOTRAIN_LIMIT_SPAM)"
RETRAIN=spam
* CRM_SPAM ?? SPAM
* SA_SPAM ?? No
{
- # SA is convincing, so retrain crm114
+ # message was spamtrapped anyway
:0
+ * SPAMTRAPPED ?? .
+ {
+ LOG="spamfilter: resolving crm114/SA disagreement due to spamtrap ($CRM_SCORE/$SA_SCORE)$NL"
+ RETRAIN=spam
+ :0 fw
+ |$FORMAIL -A "X-CRM114-Retrain: spam, due to spamtrap"
+ }
+
+ # SA is convincing, so retrain crm114
+ :0 E
* ? perl -e "$SA_SCORE <= $CRM_MISCLASSIFY_SA_AUTOTRAIN_LIMIT_HAM || exit 1"
{
LOG="spamfilter: crm114 found spam ($CRM_SCORE), but SA is more convincing ($SA_SCORE <= $CRM_MISCLASSIFY_SA_AUTOTRAIN_LIMIT_HAM)$NL"
* CRM_SPAM ?? GOOD
* SA_SPAM ?? Yes
{
+ # message was spamtrapped anyway
+ :0
+ * SPAMTRAPPED ?? .
+ {
+ LOG="spamfilter: resolving crm114/SA disagreement due to spamtrap ($CRM_SCORE/$SA_SCORE)$NL"
+ RETRAIN=spam
+ :0 fw
+ |$FORMAIL -A "X-CRM114-Retrain: spam, due to spamtrap"
+ }
+
# SA is convincing, so retrain crm114
:0
* ? perl -e "$SA_SCORE > $CRM_MISCLASSIFY_SA_AUTOTRAIN_LIMIT_SPAM || exit 1"
# schedule spamtrapped ham for retraining as spam
:0
* SPAMTRAPPED ?? .
+* ! SKIP_SPAMCHECKS ?? .
* ! IS_SPAM ?? .
-{ RETRAIN=spam }
+{
+ LOG="spamfilter: found spamtrapped ham, retraining...$NL"
+ :0 fw
+ |$FORMAIL -I"X-Spam: spamtrapped ham"
+ IS_SPAM=spamtrapped-ham
+ RETRAIN=spam
+}
INCLUDERC=$PMDIR/handlespam
#VERBOSE=no