diff options
author | Vsevolod Stakhov <vsevolod@highsecure.ru> | 2016-10-11 10:41:33 +0100 |
---|---|---|
committer | Vsevolod Stakhov <vsevolod@highsecure.ru> | 2016-10-11 10:41:33 +0100 |
commit | aeeefccd438f741eba21c240cccfa437f3ebd209 (patch) | |
tree | e46c18b3fad48099980dbdad98c3ca6a95a2ff88 /utils | |
parent | 1e185524aab1ef6387a96902c41291ea5cc0ffec (diff) | |
download | rspamd-aeeefccd438f741eba21c240cccfa437f3ebd209.tar.gz rspamd-aeeefccd438f741eba21c240cccfa437f3ebd209.zip |
[Minor] Unify learn/classify functions
Diffstat (limited to 'utils')
-rw-r--r-- | utils/classifier_test.pl | 170 |
1 files changed, 74 insertions, 96 deletions
diff --git a/utils/classifier_test.pl b/utils/classifier_test.pl index 17be027b7..7a48fd68d 100644 --- a/utils/classifier_test.pl +++ b/utils/classifier_test.pl @@ -57,6 +57,27 @@ sub shuffle_array { } } +sub learn_rspamc { + my ( $files, $spam ) = @_; + my $processed = 0; + + my $cmd = $spam ? "learn_spam" : "learn_ham"; + my $args_quoted = shell_quote @{$files}; + open( + my $p, +"$rspamc -t $timeout -c $classifier --compact -j -n $parallel $cmd $args_quoted |" + ) or die "cannot spawn $rspamc: $!"; + + while (<$p>) { + my $res = eval('decode_json($_)'); + if ( $res && $res->{'success'} ) { + $processed++; + } + } + + return $processed; +} + sub learn_samples { my ( $ar_ham, $ar_spam ) = @_; my $len; @@ -98,40 +119,73 @@ sub learn_samples { for ( my $i = 0 ; $i < $total ; $i++ ) { my $args; - my $cmd; + my $spam; if ( $i % 2 == 0 ) { $args = pop @files_spam; if ( !$args ) { $args = pop @files_ham; - $cmd = 'learn_ham'; + $spam = 0; } else { - $cmd = 'learn_spam'; + $spam = 1; } } else { $args = pop @files_ham; if ( !$args ) { $args = pop @files_spam; - $cmd = 'learn_spam'; + $spam = 1; } else { - $cmd = 'learn_ham'; + $spam = 0; } } - my $args_quoted = shell_quote @{$args}; - open( - my $p, -"$rspamc -t $timeout -c $classifier --compact -j -n $parallel $cmd $args_quoted |" - ) or die "cannot spawn $rspamc: $!"; + $processed += learn_rspamc( $args, $spam ); + } - while (<$p>) { - my $res = eval('decode_json($_)'); - if ( $res && $res->{'success'} ) { - $processed++; + return $processed; +} + +sub check_rspamc { + my ( $files, $spam, $fp_cnt, $fn_cnt, $detected_cnt ) = @_; + + my $args_quoted = shell_quote @{$files}; + my $processed = 0; + + open( + my $p, +"$rspamc -t $timeout -n $parallel --header=\"Settings: {symbols_enabled=[BAYES_SPAM]}\" --compact -j $args_quoted |" + ) or die "cannot spawn $rspamc: $!"; + + while (<$p>) { + my $res = eval('decode_json($_)'); + if ( $res && $res->{'default'} ) { + $processed++; + + if ($spam) { + if ( $res->{'default'}->{$ham_symbol} ) { + $$fp_cnt++; + } + elsif ( !$res->{'default'}->{$spam_symbol} ) { + $$fn_cnt++; + } + else { + $$detected_cnt++; + } + } + else { + if ( $res->{'default'}->{$spam_symbol} ) { + $$fp_cnt++; + } + elsif ( !$res->{'default'}->{$ham_symbol} ) { + $$fn_cnt++; + } + else { + $$detected_cnt++; + } } } } @@ -184,93 +238,17 @@ sub cross_validate { shuffle_array( \@files_spam ); foreach my $fn (@files_spam) { - my $args_quoted = shell_quote @{$fn}; - my $spam = 1; - - open( - my $p, -"$rspamc -t $timeout -n $parallel --header=\"Settings: {symbols_enabled=[BAYES_SPAM]}\" --compact -j $args_quoted |" - ) or die "cannot spawn $rspamc: $!"; - - while (<$p>) { - my $res = eval('decode_json($_)'); - if ( $res && $res->{'default'} ) { - $processed++; - - if ($spam) { - $total_spam++; - - if ( $res->{'default'}->{$ham_symbol} ) { - $fp_spam++; - } - elsif ( !$res->{'default'}->{$spam_symbol} ) { - $fn_spam++; - } - else { - $detected_spam++; - } - } - else { - $total_ham++; - - if ( $res->{'default'}->{$spam_symbol} ) { - $fp_ham++; - } - elsif ( !$res->{'default'}->{$ham_symbol} ) { - $fn_ham++; - } - else { - $detected_ham++; - } - } - } - } + my $r = check_rspamc($fn, 1, \$fp_spam, \$fn_spam, \$detected_spam); + $total_spam += $r; + $processed += $r; } shuffle_array( \@files_ham ); foreach my $fn (@files_ham) { - my $args_quoted = shell_quote @{$fn}; - my $spam = 0; - - open( - my $p, -"$rspamc -t $timeout -n $parallel --header=\"Settings: {symbols_enabled=[BAYES_SPAM]}\" --compact -j $args_quoted |" - ) or die "cannot spawn $rspamc: $!"; - - while (<$p>) { - my $res = eval('decode_json($_)'); - if ( $res && $res->{'default'} ) { - $processed++; - - if ($spam) { - $total_spam++; - - if ( $res->{'default'}->{$ham_symbol} ) { - $fp_spam++; - } - elsif ( !$res->{'default'}->{$spam_symbol} ) { - $fn_spam++; - } - else { - $detected_spam++; - } - } - else { - $total_ham++; - - if ( $res->{'default'}->{$spam_symbol} ) { - $fp_ham++; - } - elsif ( !$res->{'default'}->{$ham_symbol} ) { - $fn_ham++; - } - else { - $detected_ham++; - } - } - } - } + my $r = check_rspamc($fn, 0, \$fp_ham, \$fn_ham, \$detected_ham); + $total_ham += $r; + $processed += $r; } printf "Scanned %d messages |