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insteadOf = madduck:
-INCLUDERC=$PMDIR/pre-spam-cleanup
-
# no need to reprocess messages that went into a spamtrap
# no need to reprocess messages that went into a spamtrap
+# UPDATE: retrain them only if diagnosed as non-spam, see below
+# Note: add E flag to next recipe when uncommenting
+#:0
+#* SPAMTRAPPED ?? .
+#{
+# LOG="spamfilter: skipping checks for spamtrapped message$NL"
+# :0 fw
+# |$FORMAIL -I"X-Spam: spamtrapped"
+#}
+
+# check whether this message is being reinjected
+TRAINED_AS
-* SPAMTRAPPED ?? .
-{
- LOG="spamfilter: skipping checks for spamtrapped message$NL"
- :0 fw
- |$FORMAIL -I"X-Spam: spamtrapped"
+*$ $REPROC_MESSAGE
+* ^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
}
# let earlier parts of the mailfilter cause bypassing the checks
:0 fw
|$FORMAIL -I"X-Spam: unknown (check skipped)"
SPAM_UNKNOWN=skip-match
:0 fw
|$FORMAIL -I"X-Spam: unknown (check skipped)"
SPAM_UNKNOWN=skip-match
}
# sanity check on message size
}
# sanity check on message size
# now run the spamfilters
:0 E
{
# now run the spamfilters
:0 E
{
+ INCLUDERC=$PMDIR/pre-spam-cleanup
+
# crm114
CRM_SPAM=UNKNOWN
CRM_SCORE=0
# crm114
CRM_SPAM=UNKNOWN
CRM_SCORE=0
:0
* CRM_SPAM ?? UNSURE
{
:0
* CRM_SPAM ?? UNSURE
{
+ # retrain spamtrapped message
+ * SPAMTRAPPED ?? .
+ {
+ LOG="spamfilter: scheduling retraining with SPAM due to spamtrap$NL"
+ :0 fw
+ |$FORMAIL -A "X-CRM114-Autotrain: spam, due to spamtrap"
+ RETRAIN=spam
+ }
+
+ # retrain as ham
+ :0 E
* ? perl -e "$SA_SCORE <= $CRM_UNSURE_SA_AUTOTRAIN_LIMIT_HAM || exit 1"
{
* ? perl -e "$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 <= $CRM_UNSURE_SA_AUTOTRAIN_LIMIT_HAM)"
:0 fw
|$FORMAIL -A "X-CRM114-Autotrain: ham, according to SA (score $SA_SCORE <= $CRM_UNSURE_SA_AUTOTRAIN_LIMIT_HAM)"
- * ? perl -e "$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 > $CRM_UNSURE_SA_AUTOTRAIN_LIMIT_SPAM)"
:0 fw
|$FORMAIL -A "X-CRM114-Autotrain: spam, according to SA (score $SA_SCORE > $CRM_UNSURE_SA_AUTOTRAIN_LIMIT_SPAM)"
}
# skip retraining if SA is not convinced
}
# skip retraining if SA is not convinced
* CRM_SPAM ?? SPAM
* SA_SPAM ?? No
{
* CRM_SPAM ?? SPAM
* SA_SPAM ?? No
{
- # SA is convincing, so retrain crm114
+ # message was spamtrapped anyway
+ * SPAMTRAPPED ?? .
+ {
+ LOG="spamfilter: resolving crm114/SA disagreement due to spamtrap ($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"
* ? 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"
:0 fw
|$FORMAIL -A "X-CRM114-Retrain: ham, according to SA (score $SA_SCORE <= $CRM_MISCLASSIFY_SA_AUTOTRAIN_LIMIT_HAM)"
}
:0 fw
|$FORMAIL -A "X-CRM114-Retrain: ham, according to SA (score $SA_SCORE <= $CRM_MISCLASSIFY_SA_AUTOTRAIN_LIMIT_HAM)"
}
* CRM_SPAM ?? GOOD
* SA_SPAM ?? Yes
{
* CRM_SPAM ?? GOOD
* SA_SPAM ?? Yes
{
+ # message was spamtrapped anyway
+ :0
+ * SPAMTRAPPED ?? .
+ {
+ LOG="spamfilter: resolving crm114/SA disagreement due to spamtrap ($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 > $CRM_MISCLASSIFY_SA_AUTOTRAIN_LIMIT_SPAM || exit 1"
{
LOG="spamfilter: crm114 found ham ($CRM_SCORE), but SA is more convincing ($SA_SCORE > $CRM_MISCLASSIFY_SA_AUTOTRAIN_LIMIT_SPAM)$NL"
# SA is convincing, so retrain crm114
:0
* ? perl -e "$SA_SCORE > $CRM_MISCLASSIFY_SA_AUTOTRAIN_LIMIT_SPAM || exit 1"
{
LOG="spamfilter: crm114 found ham ($CRM_SCORE), but SA is more convincing ($SA_SCORE > $CRM_MISCLASSIFY_SA_AUTOTRAIN_LIMIT_SPAM)$NL"
:0 fw
|$FORMAIL -A "X-CRM114-Retrain: spam, according to SA (score $SA_SCORE > $CRM_MISCLASSIFY_SA_AUTOTRAIN_LIMIT_SPAM)"
}
:0 fw
|$FORMAIL -A "X-CRM114-Retrain: spam, according to SA (score $SA_SCORE > $CRM_MISCLASSIFY_SA_AUTOTRAIN_LIMIT_SPAM)"
}
|$FORMAIL -I"X-Spam: no (crm114:$CRM_SCORE SA:$SA_SCORE)"
}
|$FORMAIL -I"X-Spam: no (crm114:$CRM_SCORE SA:$SA_SCORE)"
}
+# schedule spamtrapped ham for retraining as spam
+:0
+* SPAMTRAPPED ?? .
+* ! SKIP_SPAMCHECKS ?? .
+* ! IS_SPAM ?? .
+{
+ LOG="spamfilter: found spamtrapped ham, retraining...$NL"
+ :0 fw
+ |$FORMAIL -I"X-Spam: spamtrapped ham"
+ IS_SPAM=spamtrapped-ham
+ RETRAIN=spam
+}
+
INCLUDERC=$PMDIR/handlespam
#VERBOSE=no
INCLUDERC=$PMDIR/handlespam
#VERBOSE=no
projects / etc / mailfilter.git / blobdiff