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# <@LICENSE> |
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# Licensed to the Apache Software Foundation (ASF) under one or more |
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# contributor license agreements. See the NOTICE file distributed with |
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# this work for additional information regarding copyright ownership. |
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# The ASF licenses this file to you under the Apache License, Version 2.0 |
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# (the "License"); you may not use this file except in compliance with |
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# the License. You may obtain a copy of the License at: |
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# |
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# http://www.apache.org/licenses/LICENSE-2.0 |
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# |
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# Unless required by applicable law or agreed to in writing, software |
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# distributed under the License is distributed on an "AS IS" BASIS, |
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
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# See the License for the specific language governing permissions and |
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# limitations under the License. |
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# </@LICENSE> |
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=head1 NAME |
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Mail::SpamAssassin::Bayes - support for learning classifiers |
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=head1 DESCRIPTION |
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This is the general class used to train a learning classifier with new samples |
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of spam and ham mail, and classify based on prior training. |
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Prior to version 3.3.0, the default Bayes implementation was here; if you're |
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looking for information on that, it has moved to |
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C<Mail::SpamAssassin::Plugin::Bayes>. |
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=cut |
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package Mail::SpamAssassin::Bayes; |
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use strict; |
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use warnings; |
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# use bytes; |
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use re 'taint'; |
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use Mail::SpamAssassin; |
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use Mail::SpamAssassin::PerMsgStatus; |
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use Mail::SpamAssassin::Logger; |
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use Mail::SpamAssassin::Util qw(untaint_var); |
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12559
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our @ISA = qw(); |
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########################################################################### |
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sub new { |
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my $class = shift; |
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$class = ref($class) || $class; |
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my ($main) = @_; |
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my $self = { |
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'main' => $main, |
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'conf' => $main->{conf}, |
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'use_ignores' => 1, |
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}; |
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bless ($self, $class); |
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$self->{main}->call_plugins("learner_new"); |
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$self; |
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} |
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########################################################################### |
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sub finish { |
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my $self = shift; |
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# we don't need to do the plugin; Mail::SpamAssassin::finish() does |
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# that for us |
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%{$self} = (); |
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} |
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########################################################################### |
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# force the Bayes dbs to be closed, if they haven't already been; called |
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# at the end of scan operation, or when switching between user IDs, |
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# or when C<Mail::SpamAssassin::finish_learner()> is called. |
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# |
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sub force_close { |
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my $self = shift; |
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my $quiet = shift; |
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$self->{main}->call_plugins("learner_close", { quiet => $quiet }); |
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} |
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########################################################################### |
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sub ignore_message { |
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my ($self,$PMS) = @_; |
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return 0 unless $self->{use_ignores}; |
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my $ig_from = $self->{main}->call_plugins ("check_wb_list", |
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{ permsgstatus => $PMS, type => 'from', list => 'bayes_ignore_from' }); |
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my $ig_to = $self->{main}->call_plugins ("check_wb_list", |
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{ permsgstatus => $PMS, type => 'to', list => 'bayes_ignore_to' }); |
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my $ignore = $ig_from || $ig_to; |
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dbg("bayes: not using bayes, bayes_ignore_from or _to rule") if $ignore; |
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return $ignore; |
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} |
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########################################################################### |
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sub learn { |
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my ($self, $isspam, $msg, $id) = @_; |
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return unless $self->{conf}->{use_learner}; |
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return unless defined $msg; |
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if( $self->{use_ignores} ) # Remove test when PerMsgStatus available. |
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{ |
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# DMK, koppel@ece.lsu.edu: Hoping that the ultimate fix to bug 2263 will |
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# make it unnecessary to construct a PerMsgStatus here. |
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my $PMS = new Mail::SpamAssassin::PerMsgStatus $self->{main}, $msg; |
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my $ignore = $self->ignore_message($PMS); |
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$PMS->finish(); |
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return 0 if $ignore; |
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} |
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return $self->{main}->call_plugins("learn_message", { isspam => $isspam, msg => $msg, id => $id }); |
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} |
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########################################################################### |
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sub forget { |
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my ($self, $msg, $id) = @_; |
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return unless $self->{conf}->{use_learner}; |
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return unless defined $msg; |
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return $self->{main}->call_plugins("forget_message", { msg => $msg, id => $id }); |
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} |
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########################################################################### |
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sub sync { |
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my ($self, $sync, $expire, $opts) = @_; |
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return 0 unless $self->{conf}->{use_learner}; |
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if ($sync) { |
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$self->{main}->call_plugins("learner_sync", $opts ); |
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} |
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if ($expire) { |
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$self->{main}->call_plugins("learner_expire_old_training", $opts ); |
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} |
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return 0; |
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} |
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########################################################################### |
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sub is_scan_available { |
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my $self = shift; |
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return 0 unless $self->{conf}->{use_learner}; |
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return $self->{main}->call_plugins("learner_is_scan_available"); |
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} |
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########################################################################### |
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sub dump_bayes_db { |
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my($self, $magic, $toks, $regex) = @_; |
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return 0 unless $self->{conf}->{use_learner}; |
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return $self->{main}->call_plugins("learner_dump_database", { |
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magic => $magic, toks => $toks, regex => $regex }); |
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} |
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1; |