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# The ASF licenses this file to you under the Apache License, Version 2.0
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=head1 NAME
Mail::SpamAssassin::Plugin::AWL - Normalize scores via auto-whitelist
=head1 SYNOPSIS
To try this out, add this or uncomment this line in init.pre:
loadplugin Mail::SpamAssassin::Plugin::AWL
Use the supplied 60_awl.cf file (ie you don't have to do anything) or
add these lines to a .cf file:
header AWL eval:check_from_in_auto_whitelist()
describe AWL From: address is in the auto white-list
tflags AWL userconf noautolearn
priority AWL 1000
=head1 DESCRIPTION
This plugin module provides support for the auto-whitelist. It keeps
track of the average SpamAssassin score for senders. Senders are
tracked using a combination of their From: address and their IP address.
It then uses that average score to reduce the variability in scoring
from message to message and modifies the final score by pushing the
result towards the historical average. This improves the accuracy of
filtering for most email.
=head1 TEMPLATE TAGS
This plugin module adds the following C<tags> that can be used as
placeholders in certain options. See C<Mail::SpamAssassin::Conf>
for more information on TEMPLATE TAGS.
_AWL_ AWL modifier
_AWLMEAN_ Mean score on which AWL modification is based
_AWLCOUNT_ Number of messages on which AWL modification is based
_AWLPRESCORE_ Score before AWL
=cut
package Mail::SpamAssassin::Plugin::AWL;
use strict;
use warnings;
use bytes;
use re 'taint';
use Mail::SpamAssassin::Plugin;
use Mail::SpamAssassin::AutoWhitelist;
use Mail::SpamAssassin::Util qw(untaint_var);
use Mail::SpamAssassin::Logger;
use vars qw(@ISA);
@ISA = qw(Mail::SpamAssassin::Plugin);
# constructor: register the eval rule
sub new {
my $class = shift;
my $mailsaobject = shift;
# some boilerplate...
$class = ref($class) || $class;
my $self = $class->SUPER::new($mailsaobject);
bless ($self, $class);
# the important bit!
$self->register_eval_rule("check_from_in_auto_whitelist");
$self->set_config($mailsaobject->{conf});
return $self;
}
sub set_config {
my($self, $conf) = @_;
my @cmds;
=head1 USER PREFERENCES
The following options can be used in both site-wide (C<local.cf>) and
user-specific (C<user_prefs>) configuration files to customize how
SpamAssassin handles incoming email messages.
=over 4
=item use_auto_whitelist ( 0 | 1 ) (default: 1)
Whether to use auto-whitelists. Auto-whitelists track the long-term
average score for each sender and then shift the score of new messages
toward that long-term average. This can increase or decrease the score
for messages, depending on the long-term behavior of the particular
correspondent.
For more information about the auto-whitelist system, please look
at the the C<Automatic Whitelist System> section of the README file.
The auto-whitelist is not intended as a general-purpose replacement
for static whitelist entries added to your config files.
Note that certain tests are ignored when determining the final
message score:
- rules with tflags set to 'noautolearn'
=cut
push (@cmds, {
setting => 'use_auto_whitelist',
default => 1,
type => $Mail::SpamAssassin::Conf::CONF_TYPE_BOOL
});
=item auto_whitelist_factor n (default: 0.5, range [0..1])
How much towards the long-term mean for the sender to regress a message.
Basically, the algorithm is to track the long-term mean score of messages for
the sender (C<mean>), and then once we have otherwise fully calculated the
score for this message (C<score>), we calculate the final score for the
message as:
C<finalscore> = C<score> + (C<mean> - C<score>) * C<factor>
So if C<factor> = 0.5, then we'll move to half way between the calculated
score and the mean. If C<factor> = 0.3, then we'll move about 1/3 of the way
from the score toward the mean. C<factor> = 1 means just use the long-term
mean; C<factor> = 0 mean just use the calculated score.
=cut
push (@cmds, {
setting => 'auto_whitelist_factor',
default => 0.5,
type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC
});
=item auto_whitelist_ipv4_mask_len n (default: 16, range [0..32])
The AWL database keeps only the specified number of most-significant bits
of an IPv4 address in its fields, so that different individual IP addresses
within a subnet belonging to the same owner are managed under a single
database record. As we have no information available on the allocated
address ranges of senders, this CIDR mask length is only an approximation.
The default is 16 bits, corresponding to a former class B. Increase the
number if a finer granularity is desired, e.g. to 24 (class C) or 32.
A value 0 is allowed but is not particularly useful, as it would treat the
whole internet as a single organization. The number need not be a multiple
of 8, any split is allowed.
=cut
push (@cmds, {
setting => 'auto_whitelist_ipv4_mask_len',
default => 16,
type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC,
code => sub {
my ($self, $key, $value, $line) = @_;
if (!defined $value || $value eq '') {
return $Mail::SpamAssassin::Conf::MISSING_REQUIRED_VALUE;
} elsif ($value !~ /^\d+$/ || $value < 0 || $value > 32) {
return $Mail::SpamAssassin::Conf::INVALID_VALUE;
}
$self->{auto_whitelist_ipv4_mask_len} = $value;
}
});
=item auto_whitelist_ipv6_mask_len n (default: 48, range [0..128])
The AWL database keeps only the specified number of most-significant bits
of an IPv6 address in its fields, so that different individual IP addresses
within a subnet belonging to the same owner are managed under a single
database record. As we have no information available on the allocated address
ranges of senders, this CIDR mask length is only an approximation. The default
is 48 bits, corresponding to an address range commonly allocated to individual
(smaller) organizations. Increase the number for a finer granularity, e.g.
to 64 or 96 or 128, or decrease for wider ranges, e.g. 32. A value 0 is
allowed but is not particularly useful, as it would treat the whole internet
as a single organization. The number need not be a multiple of 4, any split
is allowed.
=cut
push (@cmds, {
setting => 'auto_whitelist_ipv6_mask_len',
default => 48,
type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC,
code => sub {
my ($self, $key, $value, $line) = @_;
if (!defined $value || $value eq '') {
return $Mail::SpamAssassin::Conf::MISSING_REQUIRED_VALUE;
} elsif ($value !~ /^\d+$/ || $value < 0 || $value > 128) {
return $Mail::SpamAssassin::Conf::INVALID_VALUE;
}
$self->{auto_whitelist_ipv6_mask_len} = $value;
}
});
=item user_awl_sql_override_username
Used by the SQLBasedAddrList storage implementation.
If this option is set the SQLBasedAddrList module will override the set
username with the value given. This can be useful for implementing global
or group based auto-whitelist databases.
=cut
push (@cmds, {
setting => 'user_awl_sql_override_username',
default => '',
type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING
});
=item auto_whitelist_distinguish_signed
Used by the SQLBasedAddrList storage implementation.
If this option is set the SQLBasedAddrList module will keep separate
database entries for DKIM-validated e-mail addresses and for non-validated
ones. A pre-requisite when setting this option is that a field awl.signedby
exists in a SQL table, otherwise SQL operations will fail (which is why we
need this option at all - for compatibility with pre-3.3.0 database schema).
A plugin DKIM should also be enabled, as otherwise there is no benefit from
turning on this option.
=cut
push (@cmds, {
setting => 'auto_whitelist_distinguish_signed',
default => 0,
type => $Mail::SpamAssassin::Conf::CONF_TYPE_BOOL
});
=back
=head1 ADMINISTRATOR SETTINGS
These settings differ from the ones above, in that they are considered 'more
privileged' -- even more than the ones in the B<PRIVILEGED SETTINGS> section.
No matter what C<allow_user_rules> is set to, these can never be set from a
user's C<user_prefs> file.
=over 4
=item auto_whitelist_factory module (default: Mail::SpamAssassin::DBBasedAddrList)
Select alternative whitelist factory module.
=cut
push (@cmds, {
setting => 'auto_whitelist_factory',
is_admin => 1,
default => 'Mail::SpamAssassin::DBBasedAddrList',
type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING
});
=item auto_whitelist_path /path/filename (default: ~/.spamassassin/auto-whitelist)
This is the automatic-whitelist directory and filename. By default, each user
has their own whitelist database in their C<~/.spamassassin> directory with
mode 0700. For system-wide SpamAssassin use, you may want to share this
across all users, although that is not recommended.
=cut
push (@cmds, {
setting => 'auto_whitelist_path',
is_admin => 1,
default => '__userstate__/auto-whitelist',
type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING,
code => sub {
my ($self, $key, $value, $line) = @_;
unless (defined $value && $value !~ /^$/) {
return $Mail::SpamAssassin::Conf::MISSING_REQUIRED_VALUE;
}
if (-d $value) {
return $Mail::SpamAssassin::Conf::INVALID_VALUE;
}
$self->{auto_whitelist_path} = $value;
}
});
=item auto_whitelist_db_modules Module ... (default: see below)
What database modules should be used for the auto-whitelist storage database
file. The first named module that can be loaded from the perl include path
will be used. The format is:
PreferredModuleName SecondBest ThirdBest ...
ie. a space-separated list of perl module names. The default is:
DB_File GDBM_File SDBM_File
NDBM_File is no longer supported, since it appears to have bugs that
preclude its use for the AWL (see SpamAssassin bug 4353).
=cut
push (@cmds, {
setting => 'auto_whitelist_db_modules',
is_admin => 1,
default => 'DB_File GDBM_File SDBM_File',
type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING
});
=item auto_whitelist_file_mode (default: 0700)
The file mode bits used for the automatic-whitelist directory or file.
Make sure you specify this using the 'x' mode bits set, as it may also be used
to create directories. However, if a file is created, the resulting file will
not have any execute bits set (the umask is set to 0111).
=cut
push (@cmds, {
setting => 'auto_whitelist_file_mode',
is_admin => 1,
default => '0700',
type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC,
code => sub {
my ($self, $key, $value, $line) = @_;
if ($value !~ /^0?[0-7]{3}$/) {
return $Mail::SpamAssassin::Conf::INVALID_VALUE;
}
$self->{auto_whitelist_file_mode} = untaint_var($value);
}
});
=item user_awl_dsn DBI:databasetype:databasename:hostname:port
Used by the SQLBasedAddrList storage implementation.
This will set the DSN used to connect. Example:
C<DBI:mysql:spamassassin:localhost>
=cut
push (@cmds, {
setting => 'user_awl_dsn',
is_admin => 1,
type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING
});
=item user_awl_sql_username username
Used by the SQLBasedAddrList storage implementation.
The authorized username to connect to the above DSN.
=cut
push (@cmds, {
setting => 'user_awl_sql_username',
is_admin => 1,
type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING
});
=item user_awl_sql_password password
Used by the SQLBasedAddrList storage implementation.
The password for the database username, for the above DSN.
=cut
push (@cmds, {
setting => 'user_awl_sql_password',
is_admin => 1,
type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING
});
=item user_awl_sql_table tablename
Used by the SQLBasedAddrList storage implementation.
The table user auto-whitelists are stored in, for the above DSN.
=cut
push (@cmds, {
setting => 'user_awl_sql_table',
is_admin => 1,
default => 'awl',
type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING
});
$conf->{parser}->register_commands(\@cmds);
}
sub check_from_in_auto_whitelist {
my ($self, $pms) = @_;
return 0 unless ($pms->{conf}->{use_auto_whitelist});
my $timer = $self->{main}->time_method("total_awl");
my $from = lc $pms->get('From:addr');
# dbg("auto-whitelist: From: $from");
return 0 unless $from =~ /\S/;
# find the earliest usable "originating IP". ignore private nets
my $origip;
foreach my $rly (reverse (@{$pms->{relays_trusted}}, @{$pms->{relays_untrusted}}))
{
next if ($rly->{ip_private});
if ($rly->{ip}) {
$origip = $rly->{ip}; last;
}
}
my $scores = $pms->{conf}->{scores};
my $tflags = $pms->{conf}->{tflags};
my $points = 0;
my $signedby = $pms->get_tag('DKIMDOMAIN');
undef $signedby if defined $signedby && $signedby eq '';
foreach my $test (@{$pms->{test_names_hit}}) {
# ignore tests with 0 score in this scoreset,
# or if the test is marked as "noautolearn"
next if !$scores->{$test};
next if exists $tflags->{$test} && $tflags->{$test} =~ /\bnoautolearn\b/;
$points += $scores->{$test};
}
my $awlpoints = (sprintf "%0.3f", $points) + 0;
# Create the AWL object
my $whitelist;
eval {
$whitelist = Mail::SpamAssassin::AutoWhitelist->new($pms->{main});
my $meanscore;
{ # check
my $timer = $self->{main}->time_method("check_awl");
$meanscore = $whitelist->check_address($from, $origip, $signedby);
}
my $delta = 0;
dbg("auto-whitelist: AWL active, pre-score: %s, autolearn score: %s, ".
"mean: %s, IP: %s, address: %s %s",
$pms->{score}, $awlpoints,
!defined $meanscore ? 'undef' : sprintf("%.3f",$meanscore),
$origip || 'undef',
$from, $signedby ? "signed by $signedby" : '(not signed)');
if (defined $meanscore) {
$delta = $meanscore - $awlpoints;
$delta *= $pms->{main}->{conf}->{auto_whitelist_factor};
$pms->set_tag('AWL', sprintf("%2.1f",$delta));
if (defined $meanscore) {
$pms->set_tag('AWLMEAN', sprintf("%2.1f", $meanscore));
}
$pms->set_tag('AWLCOUNT', sprintf("%2.1f", $whitelist->count()));
$pms->set_tag('AWLPRESCORE', sprintf("%2.1f", $pms->{score}));
}
# Update the AWL *before* adding the new score, otherwise
# early high-scoring messages are reinforced compared to
# later ones. http://bugs.debian.org/cgi-bin/bugreport.cgi?bug=159704
if (!$pms->{disable_auto_learning}) {
my $timer = $self->{main}->time_method("update_awl");
$whitelist->add_score($awlpoints);
}
# now redundant, got_hit() takes care of it
# for my $set (0..3) { # current AWL score changes with each hit
# $pms->{conf}->{scoreset}->[$set]->{"AWL"} = sprintf("%0.3f", $delta);
# }
if ($delta != 0) {
$pms->got_hit("AWL", "AWL: ", ruletype => 'eval',
score => sprintf("%0.3f", $delta));
}
$whitelist->finish();
1;
} or do {
my $eval_stat = $@ ne '' ? $@ : "errno=$!"; chomp $eval_stat;
warn("auto-whitelist: open of auto-whitelist file failed: $eval_stat\n");
# try an unlock, in case we got that far
eval { $whitelist->finish(); } if $whitelist;
return 0;
};
dbg("auto-whitelist: post auto-whitelist score: %.3f", $pms->{score});
# test hit is above
return 0;
}
sub blacklist_address {
my ($self, $args) = @_;
return 0 unless ($self->{main}->{conf}->{use_auto_whitelist});
unless ($args->{address}) {
print "SpamAssassin auto-whitelist: failed to add address to blacklist\n" if ($args->{cli_p});
dbg("auto-whitelist: failed to add address to blacklist");
return;
}
my $whitelist;
my $status;
eval {
$whitelist = Mail::SpamAssassin::AutoWhitelist->new($self->{main});
if ($whitelist->add_known_bad_address($args->{address}, $args->{signedby})) {
print "SpamAssassin auto-whitelist: adding address to blacklist: " . $args->{address} . "\n" if ($args->{cli_p});
dbg("auto-whitelist: adding address to blacklist: " . $args->{address});
$status = 0;
}
else {
print "SpamAssassin auto-whitelist: error adding address to blacklist\n" if ($args->{cli_p});
dbg("auto-whitelist: error adding address to blacklist");
$status = 1;
}
$whitelist->finish();
1;
} or do {
my $eval_stat = $@ ne '' ? $@ : "errno=$!"; chomp $eval_stat;
warn("auto-whitelist: open of auto-whitelist file failed: $eval_stat\n");
eval { $whitelist->finish(); };
return 0;
};
return $status;
}
sub whitelist_address {
my ($self, $args) = @_;
return 0 unless ($self->{main}->{conf}->{use_auto_whitelist});
unless ($args->{address}) {
print "SpamAssassin auto-whitelist: failed to add address to whitelist\n" if ($args->{cli_p});
dbg("auto-whitelist: failed to add address to whitelist");
return 0;
}
my $whitelist;
my $status;
eval {
$whitelist = Mail::SpamAssassin::AutoWhitelist->new($self->{main});
if ($whitelist->add_known_good_address($args->{address}, $args->{signedby})) {
print "SpamAssassin auto-whitelist: adding address to whitelist: " . $args->{address} . "\n" if ($args->{cli_p});
dbg("auto-whitelist: adding address to whitelist: " . $args->{address});
$status = 1;
}
else {
print "SpamAssassin auto-whitelist: error adding address to whitelist\n" if ($args->{cli_p});
dbg("auto-whitelist: error adding address to whitelist");
$status = 0;
}
$whitelist->finish();
1;
} or do {
my $eval_stat = $@ ne '' ? $@ : "errno=$!"; chomp $eval_stat;
warn("auto-whitelist: open of auto-whitelist file failed: $eval_stat\n");
eval { $whitelist->finish(); };
return 0;
};
return $status;
}
sub remove_address {
my ($self, $args) = @_;
return 0 unless ($self->{main}->{conf}->{use_auto_whitelist});
unless ($args->{address}) {
print "SpamAssassin auto-whitelist: failed to remove address\n" if ($args->{cli_p});
dbg("auto-whitelist: failed to remove address");
return 0;
}
my $whitelist;
my $status;
eval {
$whitelist = Mail::SpamAssassin::AutoWhitelist->new($self->{main});
if ($whitelist->remove_address($args->{address}, $args->{signedby})) {
print "SpamAssassin auto-whitelist: removing address: " . $args->{address} . "\n" if ($args->{cli_p});
dbg("auto-whitelist: removing address: " . $args->{address});
$status = 1;
}
else {
print "SpamAssassin auto-whitelist: error removing address\n" if ($args->{cli_p});
dbg("auto-whitelist: error removing address");
$status = 0;
}
$whitelist->finish();
1;
} or do {
my $eval_stat = $@ ne '' ? $@ : "errno=$!"; chomp $eval_stat;
warn("auto-whitelist: open of auto-whitelist file failed: $eval_stat\n");
eval { $whitelist->finish(); };
return 0;
};
return $status;
}
1;
=back
=cut