FuzzyOcr-3.6.0/0000755000175000001440000000000011207337751012645 5ustar decoderusersFuzzyOcr-3.6.0/Utils/0000755000175000001440000000000011207335727013746 5ustar decoderusersFuzzyOcr-3.6.0/Utils/README0000644000175000001440000000230311207335640014616 0ustar decoderusersfuzzy-utils If you have chosen to use the second hasing method (i.e. BerkeleyDB), then you also have the following at your disposal: fuzzy-find [--delete] hash|filename This utility searches the DB files for the digest hash (from debug output) and prints out the information stored in the DB file. It is usefull to check how many times an image has matched. Also, with the optional --delete option, you can remove the image from the DB file fuzzy-stats [days] [images] This utility generates basic statistics taken from the DB files regarding matches made [days] ago (0 by default == today) and shows some information of the top [images] (5 by default) fuzzy-cleantmp [hours] If you decide to keep debug information of the work SpamAssassin is doing, tempfiles tend to pile up. This utility can help by removing 'old' files (older than [hours] hours (12 by default)). This can safely be placed in CRON to keep your tempdir manageable TODO: Right now, the names for each DB file is hardcoded. If you change the default settings in FuzzyOcr.cf, you must update these utilities so that they can process the 'right' files. FuzzyOcr-3.6.0/Utils/fuzzy-stats0000644000175000001440000000616311207335640016214 0ustar decoderusers#!/usr/local/bin/perl # # <@LICENSE> # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to you under the Apache License, Version 2.0 # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at: # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # use MLDBM qw(DB_File Storable); use POSIX qw(strftime); my %Files = ( db_hash => '/etc/mail/spamassassin/FuzzyOcr.db', db_safe => '/etc/mail/spamassassin/FuzzyOcr.safe.db', ); my %Stats = (); #Days my $diff = shift @ARGV || 0; my $gctr = shift @ARGV || 5; my $time = time; my $days = int($time/86400) - $diff; foreach my $f (keys %Files) { my %DB; my $err = 0; tie %DB, 'MLDBM', $Files{$f} or ++$err; next if $err; my @Top = (); foreach my $k (keys %DB) { my $db = $DB{$k}; $Stats{$f}{'images'}++; $Stats{$f}{'score'} += $db->{score}; if (int($db->{check}/86400) == $days) { $Stats{$f}{'today'}++; $Stats{$f}{'score2'} += $db->{score}; my @basic = split(':',$db->{basic}); my $line; if ($db->{score}) { $line = sprintf "%5d Time(s) -> %8.3f %9d %dx%dx%d" ,$db->{match}+1,$db->{score},@basic; } else { $line = sprintf "%5d Time(s) -> %9d %dx%dx%d" ,$db->{match}+1,@basic; } foreach my $t (qw/fname ctype/) { $line .= sprintf ' %s',$db->{$t} if defined $db->{$t}; } push @Top,$line; } $Stats{$f}{'oldest'} = $db->{input} unless $Stats{$f}{'oldest'}; $Stats{$f}{'oldest'} = $db->{input} if ($Stats{$f}{'oldest'} > $db->{input}); } my $s = $Stats{$f}; next unless $$s{'images'}; my $p1 = sprintf "%6.2f%%",$$s{'today'}/($$s{'images'}/100); my $p2 = sprintf "%12.2f",$$s{'score'}/$$s{'images'} if ($$s{'images'}); my $p3 = sprintf "%12.2f",$$s{'score2'}/$$s{'today'} if ($$s{'today'}); my @stat = stat($Files{$f}); printf "\n<<%s>>\n",$f; printf "File Size : %9d Bytes\n",$stat[7]; printf "File Name : %s\n",$Files{$f}; printf "Oldest Hash : %s\n",scalar(localtime($$s{'oldest'})); printf "Average Score: %s\n",$p2 if ($$s{'score'}); printf "Images in DB : %9d\n",$$s{'images'}; printf "\n%s\n",strftime("%a, %b %d, %Y",localtime($time)); printf "Matched : %9d [%s]\n",$$s{'today'},$p1; printf "Avg. Score: %s\n",$p3 if ($$s{'score2'}); my $count = $gctr; foreach (reverse sort @Top) { printf "%s\n",$_; last if (--$count == 0); } } FuzzyOcr-3.6.0/Utils/fuzzy-cleantmp0000644000175000001440000000277311207335640016664 0ustar decoderusers#!/usr/local/bin/perl # # <@LICENSE> # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to you under the Apache License, Version 2.0 # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at: # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # opendir TMP, "/tmp" or die "Cannot read /tmp\n"; my @files = grep {m/spamassassin/} readdir TMP; closedir TMP; my $hours = shift @ARGV || 12; my $limit = time - ($hours * 3600); printf "Removing tempfiles older than %s\n",scalar(localtime($limit)); foreach my $d (@files) { my $df = "/tmp/" . $d; next unless -d $df; my @stat = stat $df; next if $stat[9] > $limit; printf "$d -> %s\n",scalar(localtime($stat[9])); opendir TMP, $df or die "Cannot read $df\n"; my @dfs = readdir TMP; closedir TMP; foreach my $f (@dfs) { next if $f eq '.'; next if $f eq '..'; my $fn = sprintf "%s/%s",$df,$f; unlink $fn; } rmdir $df; } FuzzyOcr-3.6.0/Utils/fuzzy-find0000644000175000001440000002421211207335727015777 0ustar decoderusers#!/usr/local/bin/perl # # <@LICENSE> # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to you under the Apache License, Version 2.0 # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at: # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # use Getopt::Long; use DBI; use MLDBM qw(DB_File Storable); my %Files = ( db_hash => '/etc/mail/spamassassin/FuzzyOcr.db', db_safe => '/etc/mail/spamassassin/FuzzyOcr.safe.db', ); my %MySQL = ( db => 'FuzzyOcr' ,hash => 'Hash' ,safe => 'Safe' ,user => 'fuzzyocr' ,pass => 'fuzzyocr' ,host => 'localhost' ,port => 3306 ); # defaults my $cfgfile = "/etc/mail/spamassassin/FuzzyOcr.cf"; my %App; my @bin_utils = qw/pamfile ppmhist jpegtopnm giftopnm pngtopnm bmptopnm/; my $delete = 0; my $verbose = 0; my $learn_ham = 0; my $learn_spam = 0; my $score; GetOptions( 'verbose' => \$verbose, 'delete' => \$delete, 'config=s' => \$cfgfile, 'score=f' => \$score, 'learn-ham' => \$learn_ham, 'learn-spam' => \$learn_spam, ); unless (@ARGV) { print "Usage: fuzzy-find.pl [Options] (imagehash|imagefile) \n"; print "\n"; print "Available options:\n"; print "--config=s Specify location of FuzzyOcr.cf\n"; print " Default: /etc/mail/spamassassin/FuzzyOcr.cf\n"; print "--delete Removes the hash from the database\n"; print "--learn-ham Add the hash as ham to the database\n"; print "--learn-spam Add the hash as spam to the database\n"; print "--score=i Score to use when adding ham/spam\n"; print "--verbose Show more informations\n"; print "\n"; exit 1; } # Setup default score unless (defined $score) { $score = $learn_ham ? 10 : 0; } # Read custom paths from FuzzyOcr.cf my $app_path = q(/usr/local/netpbm/bin:/usr/local/bin:/usr/bin); open CONFIG, "< $cfgfile" or warn "Can't read configuration file, using defaults...\n"; while () { chomp; if ($_ =~ m/^focr_bin_(\w+) (.+)/) { $App{$1} = $2; printf "Found custom path \"$2\" for application \"$1\"\n" if $verbose; } if ($_ =~ m/^focr_path_bin (.+)/) { $app_path = $1; printf "Found new path: \"$1\"\n" if $verbose; } if ($_ =~ m/^focr_enable_image_hashing (\d)/) { $App{hashing_type} = $1; printf "Found DB Hashing\n" if ($verbose and $1 == 2); printf "Found MySQL Hashing\n" if ($verbose and $1 == 3); } if ($_ =~ m/^focr_mysql_(\w+) (.+)/) { $MySQL{$1} = $2; printf "Found MySQL option $1 => '$2'\n" if $verbose; } if ($_ =~ m/^focr_threshold_max_hash (.+)/) { $App{max_hash} = $1; printf "Updated Thresold{max_hash} = $1\n" if $verbose; } } close CONFIG; # make shure we have this threshold set $App{max_hash} = 5 unless defined $App{max_hash}; # search path for bin_util unless already specified in configuration file foreach my $app (@bin_utils) { next if defined $App{$app}; foreach my $d (split(':',$app_path)) { if (-x "$d/$app") { $App{$app} = "$d/$app"; last; } } } sub get_ddb { my %dopts = ( AutoCommit => 1 ); my $dsn = "dbi:mysql:database=".$MySQL{db}; if (defined $MySQL{socket}) { $dsn .= ";mysql_socket=$MySQL{socket}"; } else { $dsn .= ";host=$MySQL{host}"; $dns .= ";port=$MySQL{port}" unless $MySQL{port} == 3306; } printf "Connecting to: $dsn\n" if $verbose; return DBI->connect($dsn,$MySQL{user},$MySQL{pass},\%dopts); } while (@ARGV) { my $file = shift @ARGV; my @data = (); if ($file =~ m/(\d+):(\d+):(\d+):(\d+)/) { push @data, $1,$2,$3,$4; } elsif ($file eq ':::0') { $key = $file; $data[3] = 0; } else { next unless -r $file; } my $key = ''; my $ctype = ''; my $ftype = 0; unless (@data) { my $app; if (($file =~ m/\.jpg$/i) or ($file =~ m/\.jpeg$/i)) { $app = $App{jpegtopnm}; $ctype = "image/jpeg"; $ftype = 2; } elsif ($file =~ m/\.png$/i) { $app = $App{pngtopnm}; $ctype = "image/png"; $ftype = 3; } elsif ($file =~ m/\.bmp$/i) { $ctype = "image/bmp"; $app = $App{bmptopnm}; $ftype = 4; } elsif ($file =~ m/\.tiff?$/i) { $app = $App{tifftopnm}; $ctype = "image/tiff"; $ftype = 5; } elsif ($file =~ m/\.gif$/i) { $app = $App{giftopnm}; $ctype = "image/gif"; $ftype = 1; } elsif ($file =~ m/\.pnm$/i) { $app = '/bin/cat'; $ctype = "image/pnm"; } else { print "Unknown extension given in \"$file\", aborting...\n"; exit 1; } my @hist = `$app $file 2>/dev/null |$App{ppmhist} -noheader -`; my @res = `$app $file 2>/dev/null |$App{pamfile} -`; my ($h,$w) = (0,0); if ($res[0] =~ m/(\d+) by (\d+)/) { $w = $1; $h = $2; printf "Found ($h,$w)\n" if $verbose } my $c = scalar(@hist); my $cnt = 0; printf "Colors: %d\n",$c if $verbose; push @data, (stat($file))[7],$h,$w,$c; foreach (@hist) { $_ =~ s/ +/ /g; my @d = split(' ',$_); $hash .= sprintf("::%d:%d:%d:%d:%d",@d); last if ($cnt++ ge $App{max_hash}); } $key = substr($hash,2); } printf "Img = %9d %dx%dx%d\n",@data; printf "key = <$key>\n" if ($key); if ($learn_spam || $learn_ham) { if ($App{hashing_type} == 2) { my %DB; my $ff = $learn_spam ? 'db_hash' : 'db_safe'; my $dfscore = $learn_spam ? 5 : -5; $score = $score ? $score : $dfscore; tie %DB, 'MLDBM', $Files{$ff} or die "Can't open $ff"; print "Adding key to database...\n"; if (defined $key) { my $dbm = $DB{$key}; $dbm->{fname} = $file; $dbm->{ctype} = $ctype; $dbm->{dinfo} = "Manually added to the database\n"; $dbm->{basic} = join(':', @data); $dbm->{score} = $score; $dbm->{input} = $dbm->{check} = time; $dbm->{match} = $learn_spam ? 0 : 1; $DB{$key} = $dbm; } untie %DB; exit 0; } elsif ($App{hashing_type} == 3) { my $ddb = get_ddb(); if ($ddb) { my $now = time; my $tab = $learn_spam ? 'hash' : 'safe'; my $sql = "INSERT INTO $MySQL{$tab} VALUES ('" . $key . "','" . join(':',@data) . "','" . $file . "','" . $ctype . "','" . $ftype . "','" . ($learn_spam ? 0 : 1) . "','" . $now . "','" . $now . "','" . $score . "','" . "Manually added to the database\n" . "')"; $ddb->do($sql); $ddb->disconnect; } else { printf "Cannot connect to $dsn\n"; exit 1; } exit 0; } } else { if ($App{hashing_type} == 2) { foreach my $ff (keys %Files) { my %DB; tie %DB, 'MLDBM', $Files{$ff} or next; printf "Searching $Files{$ff}...\n"; foreach my $kk (keys %DB) { my $db = $DB{$kk}; my @dd = split('::',$kk); shift @dd if ($dd[0] !~ m/:/); my $dd = join('::',@dd); if ($key eq '') { next unless ($db->{basic} eq join(':',@data)); } else { next unless ($dd eq $key); } printf "%s HASH\n",($delete)?'Removing':'Found'; if ($delete) { delete $DB{$kk}; } else { printf "ImageInfo : %9d:%d:%d:%d\n",split(':',$db->{basic}); printf "Matched : %4d Time(s)\n",$db->{match}; printf "Calc.Score : %9.3f\n",$db->{score}; printf "in DB since: %s\n",scalar(localtime($db->{input})); printf "Last Match : %s\n",scalar(localtime($db->{check})); } } untie %DB; } } elsif ($App{hashing_type} == 3) { my $ddb = get_ddb(); if ($ddb) { foreach my $ff (sort keys %Files) { my $tab = $ff; $tab =~ s/db_//; my $sql; if ($delete) { $sql = "DELETE FROM $MySQL{$tab} WHERE $MySQL{$tab}.key=?"; $ddb->do($sql,undef,$key); } else { $sql = "SELECT * FROM $MySQL{$tab} WHERE $MySQL{$tab}.key=?"; my @data = $ddb->selectrow_array($sql,undef,$key); if (scalar(@data)) { printf "ImageInfo : %9d:%d:%d:%d\n",split(':',$data[1]); printf "Matched : %4d Time(s)\n",$data[5]; printf "Calc.Score : %9.3f\n",$data[8]; printf "in DB since: %s\n",scalar(localtime($data[6])); printf "Last Match : %s\n",scalar(localtime($data[7])); } } } $ddb->disconnect; } } } } FuzzyOcr-3.6.0/FuzzyOcr.preps0000644000175000001440000000127211207335640015510 0ustar decoderusers# This file contains the preprocessors # Do not modify this on your own unless you have read the manual and know what you're doing # Normalizes a PNM preprocessor normalize { command = pnmnorm } # Inverts a PNM preprocessor invert { command = pnminvert } # Converts PPM (Color PNM) to PGM (Greyscale PNM) preprocessor ppmtopgm { command = ppmtopgm } # Converts PAM to PNM preprocessor pamtopnm { command = pamtopnm } # Uses thresholding on the PAM file preprocessor pamthreshold { command = pamthreshold args = -simple -threshold 0.5 } # converts PNM to TIFF (this is used for tesseract) preprocessor maketiff { command = pnmtotiff args = -color -truecolor } FuzzyOcr-3.6.0/INSTALL0000644000175000001440000000017411207337710013673 0ustar decoderusersThe installation manual for the 3.6.x branch is maintained online at: http://fuzzyocr.own-hero.net/wiki/Installation-3.6.x FuzzyOcr-3.6.0/samples/0000755000175000001440000000000011207337604014306 5ustar decoderusersFuzzyOcr-3.6.0/samples/README0000644000175000001440000000677011207335640015176 0ustar decoderusersThese eml files are sample spam emails to test your installation of FuzzyOCR. Use spamassassin -t < samplefile.eml to test :) ATTENTION: If FuzzyOcr does not trigger on one of the messages, then make sure you have the focr_autodisable_score set high enough. Otherwise, if a message gets enough hits by SA, FuzzyOcr will not scan it. This is generally depending on your other SA rules. ocr-gif.eml: Contains a corrupted gif image, additionally I changed the content-type to jpeg, so the output should show: 1.5 FUZZY_OCR_WRONG_CTYPE BODY: Mail contains an image with wrong content-type set Image has format "GIF" but content-type is "image/jpeg" 2.5 FUZZY_OCR_CORRUPT_IMG BODY: Mail contains a corrupted image Corrupt image: GIF-LIB error: Image is defective, decoding aborted. 8.8 FUZZY_OCR BODY: Mail contains an image with common spam text inside Words found: "target" in 1 lines "service" in 1 lines "stock" in 2 lines "price" in 2 lines "company" in 1 lines "recommendation" in 1 lines (12 word occurrences found) ocr-animated.eml: Contains an animated gif. If all deanimation routines are working properly on your system, the output should contain: 6.5 FUZZY_OCR BODY: Mail contains an image with common spam text inside Words found: "price" in 1 lines "company" in 1 lines "alert" in 1 lines "news" in 1 lines ocr-obfuscated.eml: Contains an obfuscated gif image, to test the ocrad-decolorize scansets. If you want to test this scanset, either set the minimal_scanset option to 0 or put the decolorize scanset temporarily at the beginning of the scansets file. The output should be: 5.9 FUZZY_OCR BODY: Mail contains an image with common spam text inside Words found: "target" in 1 lines "profit" in 1 lines "trade" in 1 lines (4.5 word occurrences found) ocr-jpg.eml: Contains a jpeg file. Output should show: 5.9 FUZZY_OCR BODY: Mail contains an image with common spam text inside Words found: "levitra" in 1 lines "viagra" in 2 lines (4.5 word occurrences found) ocr-png.eml: Contains a png file. Output should show: 14 FUZZY_OCR BODY: Mail contains an image with common spam text inside Words found: "buy" in 1 lines "target" in 2 lines "service" in 1 lines "stock" in 1 lines "investor" in 1 lines "price" in 3 lines "company" in 2 lines "trade" in 1 lines "software" in 1 lines "recommendation" in 1 lines "news" in 3 lines (25.5 word occurrences found) FuzzyOcr-3.6.0/samples/ocr-multi.eml0000644000175000001440000006630211207335640016725 0ustar decoderusersFCC: imap://decoder%40own-hero.de@imap.own-hero.net/Sent X-Identity-Key: id2 Message-ID: <45773C1A.3070603@own-hero.net> Date: Wed, 06 Dec 2006 22:54:34 +0100 From: decoder X-Mozilla-Draft-Info: internal/draft; vcard=0; receipt=0; uuencode=0 User-Agent: Thunderbird 1.5.0.8 (X11/20061116) MIME-Version: 1.0 To: blah@blub.com Subject: blubber X-Enigmail-Version: 0.94.1.0 Content-Type: multipart/mixed; boundary="------------040203000101060002010600" This is a multi-part message in MIME format. --------------040203000101060002010600 Content-Type: text/html; charset=ISO-8859-1 Content-Transfer-Encoding: 7bit blubber kekeke --------------040203000101060002010600 Content-Type: image/gif; name="rubblein9.gif" Content-Transfer-Encoding: base64 Content-Disposition: inline; filename="rubblein9.gif" R0lGODdhkwISAYQAALkjJLIqKVEoLVxmGzhaFkA7IwEvQKTCoozIxoLdya74irb/1Ly5gYsE mYmAvOWGfB8lL42PXgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA ACwAAAAAkwISAQAF/qAgjmRpnmiqrmzrvnAsz3Rt33iu73zv/8CgcEgsGo/IpHLJbDqf0Kh0 Sq1ar9isdsvter/gsHhMLpvP6LR6zW673/C4fE6v2+/4vH7P7/v/gIGCg4SFhoeIiYqLjI2O j5CRkpOUlZaXmJmam5ydnp+goaKjpKWmp6ipqqusVAevsK9QsQettre4P7IktLs7vgKyvsAr xDO9tbnKy5HEwMPJI73StNTRsTTY1CjIIs+1yNHM4+R8zuK72t7X6OLBsOvGLens3O7rvO0m 8uX9/mrn8r3DR7DgOXr8VHwrWELewm0N7/2bSFHMQWwPHw4UKAxePBYZJW6MWE1gxIoo/lN+ uVgPosaAHTWmCGlPXcmTOFXq3OnKHT2GPyGOJDhN6MxuQ03iNMZUJM+nUIsExBcOaEuh8KCB 1JfUKFaf9xJGHUv2F9h8NL/m9HhTIVd+DrkynFu2rt0e39IOnUrXhd6cSveGdXq3sGEcIW22 lVr03eKjhyNLTiV2suXLQ5AWI2xN3QmZn6tV9ap5NObTdZFW3ufRLVp9rcW+HCyTb7zWFjmj 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Normal X-Mailer: Microsoft Outlook, Build 10.0.3416 Importance: Normal X-MimeOLE: Produced By Microsoft MimeOLE V6.00.2800.1506 Sender: proftechn@noeldrennan.net This is a multi-part message in MIME format. ------=_NextPart_000_0001_01C6B760.E0A08F00 Content-Type: multipart/alternative; boundary="----=_NextPart_001_000E_01C6B760.E0A08F00" ------=_NextPart_001_000E_01C6B760.E0A08F00 Content-Type: text/plain; charset="us-ascii" Content-Transfer-Encoding: 7bit Langdon looked again at the fax an ancient myth confirmed in black and white. The implications were frightening. He gazed absently through the bay window. The first hint of dawn was sifting through the birch trees in his backyard, but the view looked somehow different this morning. As an odd combination of fear and exhilaration settled over him, Langdon knew he had no choice The man led Langdon the length of the hangar. 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FuzzyOcr-3.6.0/samples/ocr-obfuscated.eml0000644000175000001440000006012111207335640017703 0ustar decoderusersReturn-path: Envelope-to: censored@not-disclosed.net Received: from s01060016b6d825ef.ed.shawcable.net ([68.149.250.56]) by mail.not-disclosed.net with smtp (Exim 4.60) (envelope-from ) id 1Gqwpf-0001Jh-QK for censored@not-disclosed.net; Sun, 03 Dec 2006 19:17:07 +0000 Received: from bguozv ([68.149.174.147]) by S01060016b6d825ef.ed.shawcable.net (8.13.4/8.13.4) with SMTP id kB3JHTMe030231; Sun, 3 Dec 2006 12:17:29 -0700 Message-ID: <000801c7170f$95f35910$93ae9544@bguozv> From: "Brandon Elsie" To: Subject: People don't search on single keywords alone, unless they are looking for a name brand or high profile site that's well known through other avenues of advertising and marketing. Date: Sun, 3 Dec 2006 12:10:52 -0700 MIME-Version: 1.0 Content-Type: multipart/related; type="multipart/alternative"; boundary="----=_NextPart_000_0004_01C716D4.E9898490" X-Priority: 3 X-MSMail-Priority: Normal X-Mailer: Microsoft Outlook Express 6.00.2800.1807 X-MimeOLE: Produced By Microsoft MimeOLE V6.00.2800.1807 This is a multi-part message in MIME format. ------=_NextPart_000_0004_01C716D4.E9898490 Content-Type: multipart/alternative; boundary="----=_NextPart_001_0005_01C716D4.E98C43B0" ------=_NextPart_001_0005_01C716D4.E98C43B0 Content-Type: text/plain; charset="iso-8859-1" Content-Transfer-Encoding: quoted-printable We are Microsoft Certified Partners and IBM e-Business Solution = Providers. htm' or whatever page extension you're using, . Aside from major editorial review differences, there are many minor = things as well. Please go through our profile below, reviews on = Guru. I look forward to working with you and making your Pay-Per-Click = program a success. I've included a complete break down of dates, price = and what you can expect along with a few recent clients of mine you = can test out. I have removed the company detail and replaced it by = XXXXX. The Project Scope will be adjusted to reflect the price change if = the project is awarded. At a minimum you can see what your expectations should be if anyone = asks. how to pitch clients by using Elance. PPC is not just about traffic, it is about driving targeted = customers to your website. XXXXX provides the research, implementation, delivery and most = important of all, the management and analysis of your entire online = enterprise - maximizing your return on investment. Results will begin to show from the second month onwards. Particularly target resources related to perfume, luxury accessories = and personal care. I have experience in bidding and can give you a good estimate of = what you would need to spend to achieve results. This is far less than what I normal charge, but I want to prove to you = that PPC will work for you and any business for that matter. Please = note that this bid is subject to change when more details about your = project becomes available. During that time we will build your search = engine presence. Just targeting the keyword 'cats' is too broad and = competitive to bring you any real results from people who might contact = you to make a purchase. You're halfway there to getting more targeted = traffic now. We offer you a money back guarantee- if after the first two months, = if your site does not show appreciable progress, we will refund your = advance. Aside from major editorial review differences, there are = many minor things as well. Kindly see our feedback. I have removed the company detail and replaced it by XXXXX. Study = page titles, keywords, description and content of every page of your = site and then modify them in relation to the keywords you want to have = the site promoted on. so the website can be tweaked to improve = performance and conversions. Submit your site to search engines, = directories, yellow pages, blogs, link exchanges and other = resources. It can make the difference in generating the greatest amount = of targeted traffic to your site or just getting more hits for related = queries. The Project Scope will be adjusted to reflect the price change if the = project is awarded. Study page titles, keywords, description and content of every page of = your site and then modify them in relation to the keywords you want to = have the site promoted on. ------=_NextPart_001_0005_01C716D4.E98C43B0 Content-Type: text/html; charset="iso-8859-1" Content-Transfer-Encoding: quoted-printable
3D"panicky"
We are Microsoft Certified Partners and = IBM=20 e-Business Solution Providers. htm' or whatever page extension = you're using,=20
Aside from major editorial review = differences,=20 there are many minor things as well. Please go through our profile = below, =20 reviews on Guru.
I look forward to working with you = and making=20 your Pay-Per-Click program a success. I've included a complete break = down of dates,=20 price and what you can expect along with a few recent clients of = mine you can=20 test out. I have removed the company detail and replaced it by = XXXXX. The=20 Project Scope will be adjusted to reflect the price change if the = project is=20 awarded.
At a minimum you can see what your = expectations =20 should be if anyone asks. how to pitch clients by using = Elance.
PPC is not just about traffic, it is = about driving =20 targeted customers to your website.
XXXXX provides the research, = implementation,=20 delivery and most important of all, the management and analysis of = your entire=20 online enterprise - maximizing your return on = investment.
Results will begin to show from the = second=20 month onwards.
Particularly target resources related = to =20 perfume, luxury accessories and personal care.
I have experience in bidding and = can give you a=20 good estimate of what you would need to spend to achieve = results.
This is far less than what I normal = charge, but I=20 want to prove to you that PPC will work for you and any business for = that=20 matter. Please note that this bid is subject to change when more = details about=20 your project becomes available. During that time we will build your = search engine =20 presence. Just targeting the keyword 'cats' is too broad and = competitive to bring=20 you any real results from people who might contact you to make a = purchase. You're=20 halfway there to getting more targeted traffic now.
We offer you a money back guarantee- if = after the=20 first two months, if your site does not show appreciable progress, = we will=20 refund your advance. Aside from major editorial review = differences, there=20 are many minor things as well. Kindly see our feedback.
I have removed the company detail and = replaced=20 it by XXXXX. Study page titles, keywords, description and content of = every page of =20 your site and then modify them in relation to the keywords you want to = have =20 the site promoted on. so the website can be tweaked to improve = performance and=20 conversions. Submit your site to search engines, directories, yellow = pages, blogs, =20 link exchanges and other resources. It can make the difference in = generating the=20 greatest amount of targeted traffic to your site or just getting more = hits for=20 related queries.
The Project Scope will be adjusted to = reflect the=20 price change if the project is awarded.
Study page titles, keywords, = description and=20 content of every page of your site and then modify them in relation = to the=20 keywords you want to have the site promoted on. =
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methos@mindfields.own-hero.net Delivered-To: methos@mindfields.own-hero.net Received: by mindfields.own-hero.net (Postfix, from userid 500) id 5C9B812080C2; Tue, 8 Aug 2006 02:22:37 +0200 (CEST) X-Spam-Checker-Version: SpamAssassin 3.1.3-gr0 (2006-06-01) on mindfields.own-hero.net X-Spam-Level: X-Spam-Status: No, score=0.0 required=5.0 tests=HTML_MESSAGE autolearn=disabled version=3.1.3-gr0 X-Spam-Report: * 0.0 HTML_MESSAGE BODY: HTML included in message Received: from fmmailgate03.web.de (fmmailgate03.web.de [217.72.192.234]) by mindfields.own-hero.net (Postfix) with ESMTP id 0A142120C1AC for ; Tue, 8 Aug 2006 02:21:20 +0200 (CEST) Received: from mx30.web.de (mx30.dlan.cinetic.de [172.20.6.145]) by fmmailgate03.web.de (Postfix) with ESMTP id ED4F9FC29FF for ; Tue, 8 Aug 2006 02:21:19 +0200 (CEST) Received: from [61.64.147.123] (helo=61-64-147-123-adsl-kao.dynamic.so-net.net.tw) by mx30.web.de with smtp (WEB.DE 4.107 #114) id 1GAFL2-0007C4-00; Tue, 08 Aug 2006 02:20:55 +0200 X-MID: Date: Mon, 07 Aug 2006 19:20:44 -0600 Message-Id: From: Clifton Ballard To: naraya_a@web.de Subject: To take on supplier MIME-Version: 1.0 Content-Type: multipart/related; boundary="----=_NextPart_000_00BD_01C5163C.78C70EB0" X-WEBDE-FORWARD: narayan@web.de -> web.de@nmg.own-hero.de X-UID: 3354 X-Length: 15790 This is a multi-part message in MIME format. ------=_NextPart_000_00BD_01C5163C.78C70EB0 Content-Type: multipart/alternative; boundary="----=_NextPart_001_00A0_01C5042E.12A32EA0" ------=_NextPart_001_00A0_01C5042E.12A32EA0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7Bit with a noiseless step, when we were close to them, addressed brains against - against mantelpieces, said my aunt; an idea which run up and down stairs for me, all day long. You never sit and again in the old country. Do not frown, Micawber. I do not now ------=_NextPart_001_00A0_01C5042E.12A32EA0 Content-Type: text/html; charset=us-ascii Content-Transfer-Encoding: 7Bit
Of the pair of hired post-horses being ready, and of Doras going
Put my meaning into any words you like, said I. You know what know; far from that. - but if you will sometimes think - just to
never should have been got into my present state if I hadnt come in my memory, pervaded it again. When dinner was done, Mr.
No, no. please. cried Dora, with a kiss, dont be a naughty Blue morning, when she requested an immediate settlement of the same,
have not known my partner, Mr. jorkins, as long as I have. Nothing Anywhere. Im a going to seek my niece through the wureld. Im
thats lived along with her and had her for their all in all, these is not in Traddless way. He is perfectly good-humoured respecting
he cherished an artistic admiration of their style of composition, being mentioned, I recognized it, however, and said as much.
finishing touch to that renunciation of mankind in which she had gracious to Peggotty, except when I inadvertently called her by
of him never wandering in that better mind of his to which stimulant, having little room in his system for any other article
finding himself as comfortable as he expected, or being a little perfect country gentleman to follow lustily with the same cry.
say as much for her bonnet and resumed her seat composedly. solicitude; and my poor mother herself could not have loved me
with us. Who knows when we may meet again, else? Come. Say the avoid the subject. All I desire, Mr. Copperfield, is, that it
she was so much disturbed in mind as to find it necessary to open Still, resumed Miss Murdstone, I found no proof until last
Yes. she said. I beg and pray that no one will leave the room. I cannot do with ampial satisfaction to my own feelings. But, in
every morning, took away our bread; and also how he himself had rest - and touched, on the horizon, with a strip of silvery light
said Mr. Chillip; but she is quite a shadow now. Would it be certain. Dont mistrust me. Our wants are not many. If I rent
slumbering echoes in the caverns of Memory awakened; what a kind and all gentlemen with anything bashful in their appearance, and
to be useful to the family; and that if I got on in the world, and I hope its enough, child, said my aunt. If there had been more
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of the tournament to add to its illustrious squad, who would it choose?
McClaren was a key coaching figure, and to suggest Eriksson ignored all his advice is


His last act as a footballer was to shove his head into the chest of Marco Materazzi,Ricardo did well to keep out, with Lennon scuffing his attempt to put in the rebound.

was huge relief for England to see Tiago slip with the goal at his mercy.Goals dried up and players stopped shooting from 30 yards, preferring instead to pass

England's best hope of a goal was a set-piece and Lampard fired in a free-kick thatIf the world's richest club in the transfer market, Chelsea, was looking for the playerunder pressure because he was part of England's downfall in Germany.

again on television archive to show the World Cup finals in all its glory.A deep Luis Figo free-kick was not dealt with by Gary Neville or Lampard and there

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Content-type:...type= entry * 1.4 MSGID_FROM_MTA_ID Message-Id for external message added locally * 2.0 DATE_IN_FUTURE_03_06 Date: is 3 to 6 hours after Received: date * 0.5 HTML_40_50 BODY: Message is 40% to 50% HTML * 0.0 HTML_MESSAGE BODY: HTML included in message * 0.0 BAYES_50 BODY: Bayesian spam probability is 40 to 60% * [score: 0.4859] * 3.8 LONGWORDS Long string of long words * 4.1 FORGED_MUA_OUTLOOK Forged mail pretending to be from MS Outlook Received: from thuan-bf45dbaa6 (unknown [125.234.128.39]) by hq.cyberarmy.de (Postfix) with ESMTP id 4E4E36574037 for ; Thu, 3 Aug 2006 07:39:03 +0200 (CEST) From: "Beatrice Cole" To: Subject: Your monte-jus Date: Thu, 3 Aug 2006 05:39:04 -0420 MIME-Version: 1.0 Content-Type: multipart/related; type="multipart/alternative"; boundary="----=_NextPart_000_006A_01C6B6F9.CDE95250" X-Priority: 3 X-MSMail-Priority: Normal X-Mailer: Microsoft Outlook Express 6.00.2720.3000 X-MimeOLE: Produced By Microsoft MimeOLE V6.00.2720.3000 Message-Id: <20060803053903.4E4E36574037@hq.cyberarmy.de> Sender: aln@0451.com This is a multi-part message in MIME format. ------=_NextPart_000_006A_01C6B6F9.CDE95250 Content-Type: multipart/alternative; boundary="----=_NextPart_001_006B_01C6B6F9.CDE95250" ------=_NextPart_001_006B_01C6B6F9.CDE95250 Content-Type: text/plain; charset="iso-8859-2" Content-Transfer-Encoding: quoted-printable his webbed feet, lifted=20 his beak, and strained to hold a painful hardwant him. Or is it all=20 right?"know my opinion of the incomparable Godi Muller?" Pmber, =20 We recently reI wouldn't be going into the Zone that day.=20 But what would be the nicest wayunt, and suspect that yoone. Watch where=20 it goes and don't take your eyes off it again."accessesee it. The man=20 thinks he knows and understands the Zone completely. Thatbars on the=20 windows just like a police station. Willy was sitting at=20 hislieutenants. I don't like those trucks! They've been exposed to the=20 elementsd by an unauthoripassion-proudnet tonpaper-fillednote shaverN=20 electronrd party. Protthings any lighter. In fact, the bastards made it=20 seem even darker. And now, "Here," he said. "From a grateful=20 humanity.ecting the seo "OK," I said, "we had our =20 fun, now let's go. Watch closely. I'mwould be in the way as far as=20 he was concerned. We would run down, just theunt and o "That's what=20 we in Harmont call the thieves who risk their lives in thencern. =20 Therefore, as prevention measure, because=20 he looked away immediately.were parked on the paved lot next to it. He=20 was right about the trucks--hisAnd as soon as he was quiet, I heard it.=20 Trrr, trrr, trrr... =B7 Kirill lookedcount features.We encourage would=20 shiver with ecstasy. For now, as I saw it, he had a long way to go. He =20 A word of appreciation must be extended to Ms. Antonina W. Bouis,=20 the Paynickel steelpaper knifeOld guardnigh-naked=20 has asspaper-usingmorro castlemilk testeroak treenique tracmotuca=20 flymonk sakipassenger locomotiveoak thistleking number. =20 brickhard sea.: by knowing that you have already=20 arrived ..." getting a start on building his own=20 bitter hell out on the Far Cliffs. And uniquwanted to sec Guta right=20 then and there. just like that. To look at her andwanted to shout=20 "Stop! Freeze!" but I couldn't. And I probably wouldn't havee Ufour at a=20 time, not even letting me finish my smoke. In short, I told hims: =20 =20 For more i "Well, what happens from here?=20 Where are we going? Is there no suchreturn to the Flock.concentration,=20 held his breath, forced one... single... more... inch...nformation =20 like an electric shock. "Wait, Kirill. Come out here."of the=20 entire Shame in the sight of your fellow gulls!"attaining new peaks =20 in Germany and the Netherlands. New writers arenot Heinlein or =20 Bradbury or Clarke, but Stanislaw Lem, a Pole; that theem. Thank=20 yoYou won't forget it.their practicing and their striving to understand=20 more of the perfectwell. They can help you bring the newcomers=20 along."u for your=20 proNon-brahmanicalnarrow-headedmonkey-balloff-goNon-germanis matter. =20 ------=_NextPart_001_006B_01C6B6F9.CDE95250 Content-Type: text/html; charset="iso-8859-2" Content-Transfer-Encoding: quoted-printable =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 3D""
his webbed feet, lifted his beak, and=20 strained to hold a painful hardwant him. Or is it all right?"know=20 my opinion of the incomparable Godi Muller?" Pmber,
=20
We recently reI wouldn't be going into the Zone that=20 day. But what would be the nicest wayunt, and suspect that yoone. Watch=20 where it goes and don't take your eyes off it again."accessesee it. The =20 man thinks he knows and understands the Zone completely. Thatbars on=20 the windows just like a police station. Willy was sitting at=20 hislieutenants. I don't like those trucks! They've been exposed to the=20 elementsd by an unauthoripassion-proudnet tonpaper-fillednote shaverN=20 electronrd party. Protthings any lighter. In fact, the bastards made it=20 seem even darker. And now, "Here," he said. "From a grateful=20 humanity.ecting the seo "OK," I said, "we had our =20 fun, now let's go. Watch closely. I'mwould be in the way as far as=20 he was concerned. We would run down, just theunt and o "That's what=20 we in Harmont call the thieves who risk their lives in=20 thencern. Therefore, as prevention measure,=20 because he looked away immediately.were parked on the paved lot next to=20 it. He was right about the trucks--hisAnd as soon as he was quiet, I=20 heard it. Trrr, trrr, trrr... =B7 Kirill lookedcount features.We=20 encourage would shiver with ecstasy. For now, as I saw it, he had a long=20 way to go. He A word of appreciation must be extended to Ms. =20 Antonina W. Bouis, the

Paynickel steelpaper knifeOld guardnigh-naked =20 has asspaper-usingmorro castlemilk testeroak treenique tracmotuca=20 flymonk sakipassenger locomotiveoak thistleking=20 number.
brickhard sea.:
by knowing that you have already arrived=20 ."

getting a start on=20 building his own bitter hell out on the Far Cliffs. And uniquwanted to=20 sec Guta right then and there. just like that. To look at her andwanted=20 to shout "Stop! Freeze!" but I couldn't. And I probably wouldn't havee=20 Ufour at a time, not even letting me finish my smoke. In short, I=20 told hims:



=20
=20 For more i =20 "Well, what happens from here? Where are we going? Is there no =20 suchreturn to the Flock.concentration, held his breath, forced one... =20 single... more... inch...nformation like an electric shock.=20 "Wait, Kirill. Come out here."of the entire Shame in the sight of your=20 fellow gulls!"attaining new peaks in Germany and the Netherlands.=20 New writers arenot Heinlein or Bradbury or Clarke, but Stanislaw=20 Lem, a Pole; that theem. Thank yoYou won't forget it.their practicing=20 and their striving to understand more of the perfectwell. They can=20 help you bring the newcomers along."u for your=20 proNon-brahmanicalnarrow-headedmonkey-balloff-goNon-germanis matter.
=20
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decoder@own-hero.net Delivered-To: decoder@mindfields.own-hero.net Received: from mellox (pD9E2D1ED.dip.t-dialin.net [217.226.209.237]) by mindfields.own-hero.net (Postfix) with ESMTP id 3BA7A120C1AC for ; Tue, 8 Aug 2006 10:04:01 +0200 (CEST) Resent-From: Sascha Just Resent-To: Christian Holler Resent-Date: Tue, 8 Aug 2006 02:04:00 -0600 Resent-Message-ID: <200608081004.00363.M7zmendelian@alexalvarez.com> X-Original-To: methos@mindfields.own-hero.net Delivered-To: methos@mindfields.own-hero.net Received: by mindfields.own-hero.net (Postfix, from userid 500) id 5C9B812080C2; Tue, 8 Aug 2006 02:22:37 +0200 (CEST) X-Spam-Checker-Version: SpamAssassin 3.1.3-gr0 (2006-06-01) on mindfields.own-hero.net X-Spam-Level: X-Spam-Status: No, score=0.0 required=5.0 tests=HTML_MESSAGE autolearn=disabled version=3.1.3-gr0 X-Spam-Report: * 0.0 HTML_MESSAGE BODY: HTML included in message Received: from fmmailgate03.web.de (fmmailgate03.web.de [217.72.192.234]) by mindfields.own-hero.net (Postfix) with ESMTP id 0A142120C1AC for ; Tue, 8 Aug 2006 02:21:20 +0200 (CEST) Received: from mx30.web.de (mx30.dlan.cinetic.de [172.20.6.145]) by fmmailgate03.web.de (Postfix) with ESMTP id ED4F9FC29FF for ; Tue, 8 Aug 2006 02:21:19 +0200 (CEST) Received: from [61.64.147.123] (helo=61-64-147-123-adsl-kao.dynamic.so-net.net.tw) by mx30.web.de with smtp (WEB.DE 4.107 #114) id 1GAFL2-0007C4-00; Tue, 08 Aug 2006 02:20:55 +0200 X-MID: Date: Mon, 07 Aug 2006 19:20:44 -0600 Message-Id: From: Clifton Ballard To: naraya_a@web.de Subject: To take on supplier MIME-Version: 1.0 Content-Type: multipart/related; boundary="----=_NextPart_000_00BD_01C5163C.78C70EB0" X-WEBDE-FORWARD: narayan@web.de -> web.de@nmg.own-hero.de X-UID: 3354 X-Length: 15790 This is a multi-part message in MIME format. ------=_NextPart_000_00BD_01C5163C.78C70EB0 Content-Type: multipart/alternative; boundary="----=_NextPart_001_00A0_01C5042E.12A32EA0" ------=_NextPart_001_00A0_01C5042E.12A32EA0 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7Bit with a noiseless step, when we were close to them, addressed brains against - against mantelpieces, said my aunt; an idea which run up and down stairs for me, all day long. You never sit and again in the old country. Do not frown, Micawber. I do not now ------=_NextPart_001_00A0_01C5042E.12A32EA0 Content-Type: text/html; charset=us-ascii Content-Transfer-Encoding: 7Bit
Of the pair of hired post-horses being ready, and of Doras going
Put my meaning into any words you like, said I. You know what know; far from that. - but if you will sometimes think - just to
never should have been got into my present state if I hadnt come in my memory, pervaded it again. When dinner was done, Mr.
No, no. please. cried Dora, with a kiss, dont be a naughty Blue morning, when she requested an immediate settlement of the same,
have not known my partner, Mr. jorkins, as long as I have. Nothing Anywhere. Im a going to seek my niece through the wureld. Im
thats lived along with her and had her for their all in all, these is not in Traddless way. He is perfectly good-humoured respecting
he cherished an artistic admiration of their style of composition, being mentioned, I recognized it, however, and said as much.
finishing touch to that renunciation of mankind in which she had gracious to Peggotty, except when I inadvertently called her by
of him never wandering in that better mind of his to which stimulant, having little room in his system for any other article
finding himself as comfortable as he expected, or being a little perfect country gentleman to follow lustily with the same cry.
say as much for her bonnet and resumed her seat composedly. solicitude; and my poor mother herself could not have loved me
with us. Who knows when we may meet again, else? Come. Say the avoid the subject. All I desire, Mr. Copperfield, is, that it
she was so much disturbed in mind as to find it necessary to open Still, resumed Miss Murdstone, I found no proof until last
Yes. she said. I beg and pray that no one will leave the room. I cannot do with ampial satisfaction to my own feelings. But, in
every morning, took away our bread; and also how he himself had rest - and touched, on the horizon, with a strip of silvery light
said Mr. Chillip; but she is quite a shadow now. Would it be certain. Dont mistrust me. Our wants are not many. If I rent
slumbering echoes in the caverns of Memory awakened; what a kind and all gentlemen with anything bashful in their appearance, and
to be useful to the family; and that if I got on in the world, and I hope its enough, child, said my aunt. If there had been more
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------=_NextPart_000_00BD_01C5163C.78C70EB0-- FuzzyOcr-3.6.0/CHANGES0000644000175000001440000000017211207337641013636 0ustar decoderusersThe changelog for the 3.6.x branch is maintained online at: http://fuzzyocr.own-hero.net/wiki/Changelog-3.x#version3.6.0 FuzzyOcr-3.6.0/FuzzyOcr.words0000644000175000001440000000067011207335640015516 0ustar decoderusers# Here we defined the words to scan for # Stock alert charts profit news::0.2 breaking symbol alert stock investor international company money::0.01 million thousand buy price::0.2 trade target banking service recommendation # Pills viagra cialis xanax valium meridia zanaflex levitra medicine legal::0.2 penis::0.01 medication growth drugs pharmacy prescription # Misc gratis::0.2 oferta click here software kunde::0.2 volksbank sparkasse FuzzyOcr-3.6.0/FuzzyOcr/0000755000175000001440000000000011207335640014433 5ustar decoderusersFuzzyOcr-3.6.0/FuzzyOcr/Preprocessor.pm0000644000175000001440000000361111207335637017466 0ustar decoderusers# <@LICENSE> # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to you under the Apache License, Version 2.0 # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at: # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # package FuzzyOcr::Preprocessor; sub new { my ($class, $label, $command, $args) = @_; bless { "label" => $label, "command" => $command, "args" => $args }, $class; } sub run { my ($self, $input) = @_; my $tmpdir = FuzzyOcr::Config::get_tmpdir(); my $label = $self->{label}; my $output = "$tmpdir/prep.$label.out"; my $stderr = ">$tmpdir/prep.$label.err"; my $stdin = undef; my $stdout = undef; my $args = $self->{args}; my $rcmd = $self->{command}; if (defined $args) { $rcmd .= ' ' . $args; } # Does the processor expect input from file or from stdin? if(defined $args and $args =~ /\$input/) { $rcmd =~ s/\$input/$input/; } else { $stdin = "<$input"; } # Does it output to file or to stdout? if(defined $args and $args =~ /\$output/) { $rcmd =~ s/\$output/$output/; } else { $stdout = ">$output"; } # Run processor my $retcode = FuzzyOcr::Misc::save_execute($rcmd, $stdin, $stdout, $stderr); # Return code return $retcode; } 1; FuzzyOcr-3.6.0/FuzzyOcr/Deanimate.pm0000644000175000001440000001146711207335637016677 0ustar decoderusers# <@LICENSE> # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to you under the Apache License, Version 2.0 # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at: # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # use strict; package FuzzyOcr::Deanimate; use base 'Exporter'; our @EXPORT_OK = qw(deanimate); use lib qw(..); use FuzzyOcr::Config qw(get_config set_config get_tmpdir); use FuzzyOcr::Misc qw(save_execute); use FuzzyOcr::Logging qw(errorlog warnlog infolog); # Provide functions to deanimate gifs sub deanimate { my $conf = get_config(); my $imgdir = get_tmpdir(); my $tfile = shift; my $efile = $tfile . ".err"; my $tfile2 = $tfile; my $tfile3 = $tfile; if ($tfile2 =~ m/\.gif$/i) { $tfile2 =~ s/\.gif$/-multi.gif/i; $tfile3 =~ s/\.gif$/-reduced.gif/i; } else { $tfile2 .= ".gif"; $tfile3 .= "-reduced.gif"; } my $info = gif_info($tfile); my $index = find_dominant_image($info); # Pick frame number $index from the animation and spew to stdout: if ($info->{'has_local_color_table'}) { infolog("deanimate: Image has local_color_table, reducing to 255 colors"); my $retcode = save_execute( "$conf->{focr_bin_gifsicle} --colors=255 $tfile", undef, ">$tfile3", ">>$efile"); if ($retcode == 0) { $tfile = $tfile3; } else { warnlog("$conf->{'focr_bin_gifsicle'}: ". ($retcode<0) ? 'Timed out' : 'Error' ." [$retcode], image not reduced!"); } } my $retcode = save_execute( "$conf->{focr_bin_gifsicle} -o $tfile2 --unoptimize $tfile #$index", undef, undef, ">>$efile"); return $tfile2 if ($retcode == 0); warnlog("$conf->{focr_bin_gifsicle}: cannot extract image#${index}"); return $tfile; } sub gif_info { my $conf = get_config(); my $imgdir = get_tmpdir(); my $giffile = $_[0]; my $fd = new IO::Handle; my $retcode; my @stdout_data; my @stderr_data; my %info = ( 'error' => 0, 'loop' => 0, 'loop_count' => 0, 'delays' => [], 'has_local_color_table' => 0 ); ($retcode, @stdout_data) = save_execute( "$conf->{focr_bin_gifsicle} --info $giffile", undef, ">$imgdir/gifsicle.info", ">>$imgdir/gifsicle.err", 1); if ($retcode) { errorlog("$conf->{'focr_bin_gifsicle'}: ". ($retcode<0) ? 'Timed out' : 'Error' ." [$retcode], data unavailable..."); return \%info; } my $output = join("", @stdout_data); my ($globalinfo, @frameinfo) = split /^ \s+ \+ \s+ (?=image \s+ \#\d+)/mx, $output; if ($globalinfo =~ /^ \s* loop \s+ (forever|count \s+ (\d+))/mx) { $info{'loop'} = 1; $info{'loop_count'} = $2 ? ($2 + 0) : 0; } my $frameno = 0; foreach my $info (@frameinfo) { # We could just match the delays, but we'll also check the image#'s # as a sanity check. my ($n, $delay) = $info =~ m{ image \s+ \#(\d+) (?: .* \b delay \s+ (\d+(?:\.\d+)?) s)? }sx; if ($n != $frameno) { warnlog ( "Trouble parsing 'gifsicle --info' output.\n" . " Expected 'image \#$frameno', found 'image \#$n', skipping..." ); $info{'error'}++; } else { $info{'delays'}->[$frameno++] = $delay ? $delay + 0.0 : 0.0; $info{'has_local_color_table'} ||= $output =~ /local\s+color\s+table/; } } return \%info; } sub find_dominant_image ($) { my ($info) = @_; my ($loop, $loop_count, $delays) = @$info{qw(loop loop_count delays)}; # Pick out the frame with the longest delay. my $maxdelay = -1e6; my $maxn = @$delays - 1; for (my $n = 0; $n < @$delays; $n++) { $delays->[$n] > $maxdelay and ($maxn, $maxdelay) = ($n, $delays->[$n]); } if ($maxdelay < 15.0 && !$loop) { # In non-looped (or finitely-looped) images, the last frame # gets displayed forever at the end of the animation. # Therefore the last frame is the dominant frame. return @$delays - 1; } return $maxn; } FuzzyOcr-3.6.0/FuzzyOcr/Scoring.pm0000644000175000001440000001006711207335637016407 0ustar decoderusers# <@LICENSE> # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to you under the Apache License, Version 2.0 # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at: # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # use strict; package FuzzyOcr::Scoring; use base 'Exporter'; our @EXPORT_OK = qw(wrong_ctype corrupt_img known_img_hash wrong_extension); use lib qw(..); use FuzzyOcr::Config qw(get_pms get_config); use FuzzyOcr::Logging qw(infolog); # Provide custom scoring functions sub wrong_ctype { my $conf = get_config(); my $pms = get_pms(); my ( $format, $ctype ) = @_; if ($conf->{'focr_wrongctype_score'}) { my $debuginfo = ""; if ( $conf->{"focr_verbose"} > 0 ) { $debuginfo = ("Image has format \"$format\" but content-type is \"$ctype\""); } infolog($debuginfo); my $ws = sprintf( "%0.3f", $conf->{'focr_wrongctype_score'} ); for my $set ( 0 .. 3 ) { $pms->{conf}->{scoreset}->[$set]->{"FUZZY_OCR_WRONG_CTYPE"} = $ws; } my @dinfo = split('\n', $debuginfo); foreach (@dinfo) { $pms->test_log($_); } $pms->_handle_hit( "FUZZY_OCR_WRONG_CTYPE", $conf->{'focr_wrongctype_score'}, "BODY: ", "BODY", $pms->{conf}->get_description_for_rule("FUZZY_OCR_WRONG_CTYPE")); } } sub wrong_extension { my $conf = get_config(); my $pms = get_pms(); my ( $format, $suffix ) = @_; if ($conf->{'focr_wrongext_score'}) { my $debuginfo = ""; if ( $conf->{"focr_verbose"} > 0 ) { $debuginfo = ("Image has format \"$format\" but file extension is \"$suffix\""); } infolog($debuginfo); my $ws = sprintf( "%0.3f", $conf->{'focr_wrongext_score'} ); for my $set ( 0 .. 3 ) { $pms->{conf}->{scoreset}->[$set]->{"FUZZY_OCR_WRONG_EXTENSION"} = $ws; } my @dinfo = split('\n', $debuginfo); foreach (@dinfo) { $pms->test_log($_); } $pms->_handle_hit( "FUZZY_OCR_WRONG_EXTENSION", $conf->{'focr_wrongext_score'}, "BODY: ", "BODY", $pms->{conf}->get_description_for_rule("FUZZY_OCR_WRONG_EXTENSION")); } } sub corrupt_img { my $conf = get_config(); my $pms = get_pms(); my ($score, $err) = @_; if ($score>0) { my $debuginfo = ""; if ( $conf->{"focr_verbose"} > 0 ) { chomp($err); $debuginfo = ("Corrupt image: $err"); } infolog($debuginfo); my $ws = sprintf( "%0.3f", $score ); for my $set ( 0 .. 3 ) { $pms->{conf}->{scoreset}->[$set]->{"FUZZY_OCR_CORRUPT_IMG"} = $ws; } my @dinfo = split('\n', $debuginfo); foreach (@dinfo) { $pms->test_log($_); } $pms->_handle_hit( "FUZZY_OCR_CORRUPT_IMG", $score, "BODY: ", "BODY", $pms->{conf}->get_description_for_rule("FUZZY_OCR_CORRUPT_IMG")); } } sub known_img_hash { my $conf = get_config(); my $pms = get_pms(); my $score = $_[0] || $conf->{'focr_base_score'}; my $debuginfo = $_[1] ? "\n$_[1]" : ''; my $ws = sprintf( "%0.3f", $score ); for my $set ( 0 .. 3 ) { $pms->{conf}->{scoreset}->[$set]->{"FUZZY_OCR_KNOWN_HASH"} = $ws; } my @dinfo = split('\n', $debuginfo); foreach (@dinfo) { $pms->test_log($_); } $pms->_handle_hit( "FUZZY_OCR_KNOWN_HASH", $score, "BODY: ", "BODY", $pms->{conf}->get_description_for_rule("FUZZY_OCR_KNOWN_HASH")); } 1; FuzzyOcr-3.6.0/FuzzyOcr/Scanset.pm0000644000175000001440000001065011207335637016401 0ustar decoderusers# <@LICENSE> # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to you under the Apache License, Version 2.0 # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at: # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # package FuzzyOcr::Scanset; use lib qw(..); use FuzzyOcr::Logging qw(errorlog); sub new { my ($class, $label, $preprocessors, $command, $args, $output_in) = @_; bless { "label" => $label, "preprocessors" => $preprocessors, "command" => $command, "args" => $args, "force_output_in" => $output_in, "hit_counter" => 0 }, $class; } sub run { my ($self, $input) = @_; my $conf = FuzzyOcr::Config::get_config(); my $tmpdir = FuzzyOcr::Config::get_tmpdir(); my $label = $self->{label}; my $output = "$tmpdir/scanset.$label.out"; my $stderr = ">$tmpdir/scanset.$label.err"; my @result; my $retcode; my $stdin = undef; my $stdout = undef; my $rcmd = $self->{command}; #Replace supported scanner macros by full path if ($rcmd =~ m/^\$/) { my $t = 'focr_bin_'.substr($rcmd,1); $rcmd = $conf->{$t} if defined $conf->{$t}; } if (defined $self->{args}) { $rcmd .= ' ' . $self->{args}; } # First, run all preprocessors my $preprocessors = $self->{preprocessors}; if ($preprocessors) { $preprocessors =~ s/ //g; my @prep = split(',', $preprocessors); foreach (@prep) { my $proc = FuzzyOcr::Config::get_preprocessor($_); my $plabel = $proc->{label}; my $command = $proc->{command}; if (defined $proc->{args}) { $command .= ' ' . $proc->{args}; } $retcode = $proc->run($input); if ($retcode<0) { errorlog("Cannot find/execute preprocessor($plabel): $command"); return ($retcode,@result); } elsif ($retcode>0) { errorlog("Error running preprocessor($plabel): $command"); open ERR, "<$tmpdir/prep.$plabel.err"; @result = ; close ERR; return ($retcode,@result); } # Input of next processor is output of last $input = "$tmpdir/prep.$plabel.out"; } } # All preprocessors done, filename with result of last is in $input # Does the scanner expect input from file or from stdin? if($rcmd =~ /\$input/) { $rcmd =~ s/\$input/$input/; } else { $stdin = "<$input"; } # Does it output to file or to stdout? if($rcmd =~ /\$output/) { $rcmd =~ s/\$output/$output/; } else { $stdout = ">$output"; } # Run scanner my $out_in = $self->{force_output_in}; # Scanset enforces OCR output in file $out_in (for example TesserAct has multiple files as output) if ($out_in) { $out_in =~ s/\$output/$output/; $out_in =~ s/\$tmpdir/$tmpdir/; $retcode = FuzzyOcr::Misc::save_execute($rcmd, $stdin, $stdout, $stderr); unless ( open(INFILE, "<$out_in") ) { errorlog("Unable to read output from \"$out_in\" for scanset $self->{label}"); $stderr =~ tr/>|; close(INFILE); return ($retcode, @result); } } @result = ; close(INFILE); } else { ($retcode, @result) = FuzzyOcr::Misc::save_execute($rcmd, $stdin, $stdout, $stderr, 1); } # If there were errors in the scan, return the errors instead of OCR results if ($retcode>0) { $stderr =~ tr/>|; close(INFILE); } # Return scanner results and return code return ($retcode, @result); } 1; FuzzyOcr-3.6.0/FuzzyOcr/Hashing.pm0000644000175000001440000003557311207335637016375 0ustar decoderusers# <@LICENSE> # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to you under the Apache License, Version 2.0 # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at: # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # use strict; package FuzzyOcr::Hashing; use base 'Exporter'; our @EXPORT_OK = qw(check_image_hash_db add_image_hash_db calc_image_hash); use lib qw(..); use FuzzyOcr::Config qw(get_thresholds get_config set_config get_tmpdir get_mysql_ddb); use FuzzyOcr::Misc qw(save_execute); use FuzzyOcr::Logging qw(debuglog errorlog warnlog infolog); use Fcntl; use Fcntl ':flock'; #Implements all functions related to Image Hashing sub within_threshold { my $thresref = get_thresholds(); my %Threshold = %$thresref; my $digest = shift; my $record = shift; my ($dimg,$dkey) = split('::',$digest); my ($rimg,$rkey) = split('::',$record); my ($ds, $dh, $dw, $dcn) = split(':',$dimg); my ($rs, $rh, $rw, $rcn) = split(':',$rimg); return(0) unless $rs; return(0) unless $rh; return(0) unless $rw; return(0) unless $rcn; return(0) unless $rkey; return(0) if ((abs($ds - $rs ) / $rs ) > $Threshold{s}); return(0) if ((abs($dh - $rh ) / $rh ) > $Threshold{h}); return(0) if ((abs($dw - $rw ) / $rw ) > $Threshold{w}); return(0) if ((abs($dcn - $rcn) / $rcn) > $Threshold{cn}); my @rcf = split('::',$rkey); my @dcf = split('::',$dkey); my (@dcfs, @rcfs); foreach (@dcf) { push @dcfs,split(':',$_); } foreach (@rcf) { push @rcfs,split(':',$_); } my $total = scalar(@rcfs); if ($total == scalar(@dcfs)) { my $match = 0; foreach (0 .. ($total-1)) { $match++ if (abs($dcfs[$_] - $rcfs[$_]) <= $Threshold{c}); } infolog("image matched <$match> of <$total> colors"); return(1) if ($match == $total); } return(0); } sub check_image_hash_db { my $conf = get_config(); if ($conf->{focr_enable_image_hashing} == 0) { warnlog("Image Hashing is disabled"); return (0,''); } my $digest = $_[0]; my $dbfile = $_[1] || $conf->{focr_db_hash}; my $fname = $_[2]; my $ctype = $_[3]; my $ftype = $_[4] || 0; my ($img, $key) = split('::', $digest,2); return (0,'') unless defined $key; my $now = time; my $hash = $digest; my $ret = 0; my $txt = 'Exact'; my $dinfo; if ($conf->{focr_enable_image_hashing} == 3) { unless (defined $conf->{focr_mysql_ddb}) { warnlog("Connection to MySQL server unavailable"); return (0,''); } my $ddb = $conf->{focr_mysql_ddb}; my $db = $conf->{focr_mysql_db}; my $sql = qq(select * from $db.$dbfile where $dbfile.key='$key'); my @data = $ddb->selectrow_array($sql); my $next = 0; my $when = 0; my $match = 0; if ((scalar(@data)>0) and ($img eq $data[1])) { $match++; infolog("Found[$dbfile]: Score='$data[8]' Info: '$data[9]'"); $next = $data[5]; $next++; $when = $data[7]; $data[8] += 0; $ret = $data[8] == 0 ? 0.001 : $data[8]; $dinfo = $data[9] || ''; if ($data[2] eq '') { infolog("Updating $txt info File-Name:'$fname'"); $ddb->do(qq(update $db.$dbfile set $dbfile.fname=? where $dbfile.key='$key'),undef,$fname); } if ($data[3] eq '') { infolog("Updating $txt info Content-Type:'$ctype'"); $ddb->do(qq(update $db.$dbfile set $dbfile.ctype=? where $dbfile.key='$key'),undef,$ctype); } if ($data[4] != $ftype) { infolog("Updating $txt info File-Type:'$ftype'"); $ddb->do(qq(update $db.$dbfile set $dbfile.ftype=? where $dbfile.key='$key'),undef,$ftype); } } unless ($match) { my $then = time - ($conf->{focr_db_max_days}*86400); $sql = qq(select * from $db.$dbfile order by $dbfile.check); my $sth = $ddb->prepare($sql); $sth->execute; while (my @row = $sth->fetchrow_array) { my $hash2 = $row[1] || "0:0:0:0"; $hash2 .= "::$row[0]"; if (within_threshold($digest,$hash2)) { $txt = 'Approx'; $key = $row[0]; $next = $row[5] + 1; $when = $row[7] || $now; $ret = $dbfile eq $conf->{focr_mysql_hash} ? $row[8] : $row[5]; $dinfo = $row[9] || ''; infolog("Found[$dbfile]: Score='$row[8]' Info: '$row[9]'"); last; } } # Expire old records... $sql = qq(delete from $db.$dbfile where $dbfile.check < $then); debuglog($sql,2); $ddb->do($sql); } if ($ret > 0) { if ($dbfile eq $conf->{focr_mysql_hash}) { infolog("Found Score <$ret> for $txt Image Hash"); } infolog("Matched [$next] time(s). Prev match: ".fmt_time($now - $when)); $sql = qq(update $db.$dbfile set $dbfile.match='$next',$dbfile.check='$now' where $dbfile.key='$key'); $ddb->do($sql); debuglog($sql); } return ($ret,$dinfo); } elsif ($conf->{focr_enable_image_hashing} == 2) { import MLDBM qw(DB_File Storable); my %DB = (); my $dbm; my $sdbm; $sdbm = tie %DB, 'MLDBM::Sync', $dbfile, O_CREAT|O_RDWR or $ret++; if ($ret>0) { warnlog("No Image Hash database found at \"$dbfile\", or permissions wrong."); return (0,''); } $sdbm->Lock; if (defined $DB{$key}) { $dbm = $DB{$key}; if ($img eq $dbm->{basic}) { $ret = $dbm->{score} || 0.001; $dinfo = $dbm->{dinfo} || ''; $dbm->{fname} = $fname; $dbm->{ctype} = $ctype; infolog("Updating $txt info File:'$fname' Type:'$ctype'"); $DB{$key} = $dbm; } } if ($ret == 0) { my $then = time - ($conf->{focr_db_max_days}*86400); foreach my $k (keys %DB) { $dbm = $DB{$k}; $hash = $dbm->{basic} ? $dbm->{basic} : "0:0:0:0::$k"; if (within_threshold($digest,$hash)) { $ret = $dbfile eq $conf->{focr_db_hash} ? $dbm->{score} : $dbm->{match}; $txt = 'Approx'; $dinfo = $dbm->{dinfo} || ''; infolog("Found in: <$dbfile>"); last; } # Has the record expired?? $dbm->{check} = $now - 1 unless defined $dbm->{check}; if ($dbm->{check} < $then) { infolog("Expiring <$k> older than $conf->{focr_db_max_days} days"); delete $DB{$k}; } } } if ($ret>0) { $dbm->{match}++; if ($dbfile eq $conf->{focr_db_hash}) { $ret = sprintf("%0.3f",$dbm->{score}); infolog("Found Score <$ret> for $txt Image Hash"); } infolog("Matched [$dbm->{match}] time(s). Prev match: ".fmt_time(time - $dbm->{check})); $dbm->{check} = time; $DB{$key} = $dbm; } $sdbm->UnLock; undef $sdbm; untie %DB; return ($ret,$dinfo); } elsif ($conf->{focr_enable_image_hashing} == 1) { $ret = open HASH, $conf->{focr_digest_db}; unless($ret) { warnlog("No Image Hash database found at \"$conf->{focr_digest_db}\", or permissions wrong."); return (0,''); } while () { chomp; ($ret,$hash) = split('::',$_,2); if (within_threshold($digest,$hash)) { infolog("Found Score <$ret> for Hash <$hash>"); return ($ret,''); } } close HASH; return (0,''); } } sub add_image_hash_db { my $conf = get_config(); return if ($conf->{focr_enable_image_hashing} == 0); my $digest = $_[0]; my $score = $_[1]; my $ret = 0; if ($conf->{focr_enable_image_hashing} == 3) { unless (defined $conf->{focr_mysql_ddb}) { warnlog("Connection to MySQL server unavailable"); return; } my $db = $conf->{focr_mysql_db}; my $ddb = $conf->{focr_mysql_ddb}; my $table = $_[2] || $conf->{focr_mysql_hash}; my $fname = $_[3] || ''; my $ctype = $_[4] || 'image'; my $ftype = $_[5] || 0; my $dinfo = $_[6] || ''; infolog("Adding Hash to table: \"$db.$table\" with score \"$score\""); my $sql; my ($img,$key) = split('::',$digest,2); if (defined $key) { $sql = "select basic from $db.$table where $table.key='$key'"; my @data = $ddb->selectrow_array($sql); if (scalar(@data)>0) { if ($conf->{focr_mysql_update_hash}) { infolog("Hash already in $db.$table updating..."); $sql = "update $db.$table set "; my @params; unless ($data[1] eq $img) { $sql .= "basic=?,"; push @params,$img; } unless ($data[2] eq $fname) { $sql .= "fname=?,"; push @params,$fname; } unless ($data[3] eq $ctype) { $sql .= "ctype=?,"; push @params,$ctype; } unless ($data[4] == $ftype) { $sql .= "ftype=?,"; push @params,$ftype; } unless ($data[8] == $score) { $sql .= "score=?,"; push @params,$score; } unless ($data[9] == $dinfo) { $sql .= "dinfo=?,"; push @params,$dinfo; } $sql =~ s/,$//; $sql .= " where $table.key='$key'"; $ddb->do($sql,undef,@params); foreach my $p (@params) { $sql =~ s/\?/$p/; } debuglog($sql); } else { infolog("Hash already in $db.$table skipping..."); } } else { my @params = ( $key, $img, $fname, $ctype, $ftype, ($table eq $conf->{focr_mysql_hash} ? 0 : 1), time, time, $score, $dinfo); $sql = "insert into $db.$table values (?,?,?,?,?,?,?,?,?,?)"; $ddb->do($sql,undef,@params); foreach my $p (@params) { $sql =~ s/\?/$p/; } debuglog($sql); } } } elsif ($conf->{focr_enable_image_hashing} == 2) { import MLDBM qw(DB_File Storable); my $dbfile = $_[2] || $conf->{focr_db_hash}; my %DB = (); my $sdbm; $sdbm = tie %DB, 'MLDBM::Sync', $dbfile, O_CREAT|O_RDWR or $ret++; if ($ret>0) { warnlog("Unable to open/create Image Hash database at \"$dbfile\", check permissions."); return; } $sdbm->Lock; infolog("Adding Hash to \"$dbfile\" with score \"$score\""); my ($img,$key) = split('::',$digest,2); if (defined $key) { my $dbm = $DB{$key}; $dbm->{fname} = $_[3]; $dbm->{ctype} = $_[4]; $dbm->{ftype} = $_[5]; $dbm->{dinfo} = $_[6]; $dbm->{basic} = $img; $dbm->{score} = $score; $dbm->{input} = $dbm->{check} = time; $dbm->{match} = $dbfile eq $conf->{focr_db_hash} ? 0 : 1; $DB{$key} = $dbm; } $sdbm->UnLock; undef $sdbm; untie %DB; } elsif ($conf->{focr_enable_image_hashing} == 1) { if (-e $conf->{focr_digest_db}) { $ret = open DB, ">>$conf->{focr_digest_db}"; } else { $ret = open DB, ">$conf->{focr_digest_db}"; } unless ($ret) { warnlog("Unable to open/create Image Hash database at \"$conf->{focr_digest_db}\", check permissions."); return; } infolog("Adding Hash to \"$conf->{focr_digest_db}\""); flock( DB, LOCK_EX ); seek( DB, 0, 2 ); print DB "${score}::${digest}\n"; close(DB); } debuglog("Digest: $digest"); } sub calc_image_hash { my $conf = get_config(); my $imgdir = get_tmpdir(); my $thresref = get_thresholds(); my %Threshold = %$thresref; my $pfile = $_[0]; my $pic = $_[1]; my $hash; foreach my $a (qw/ppmhist/) { #pamfile unless (defined $conf->{"focr_bin_$a"}) { errorlog("calc_image_hash cannot exec $a"); return (1, ''); } } unless (-r $pfile) { errorlog("Cannot read $pfile"); return(1, ''); } my ($r, @stdout_data) = save_execute( "$conf->{focr_bin_ppmhist} -noheader $pfile", undef, ">$imgdir/ppmhist.info", ">/dev/null", 1); if ($r) { chomp $r; errorlog("$conf->{focr_bin_ppmhist}: ". ($r<0) ? 'Timed out' : 'Error' ." [$r], skipping..."); return (1, ''); } my $cnt = 0; my $c = scalar(@stdout_data); my $s = (stat($pfile))[7] || 0; $hash = sprintf "%d:%d:%d:%d",$s, defined $pic->{height} ? $pic->{height} : 0, defined $pic->{width} ? $pic->{width} : 0, $c; if ($Threshold{max_hash}) { foreach (@stdout_data) { $_ =~ s/ +/ /g; my(@d) = split(' ', $_); $hash .= sprintf("::%d:%d:%d:%d:%d",@d); if ($cnt++ ge $Threshold{max_hash}) { last; } } } debuglog("Got: <$hash>"); return(0, $hash); } sub fmt_time { my $when = $_[0]; my $ret; if ($when>86400) { my $d = int($when/86400); $when -= $d*86400; $ret = "$d days,"; } if ($when>3600) { my $h = int($when/3600); $when -= $h*3600; $ret .= " $h hrs."; } if ($when>60) { my $m = int($when/60); $when -= $m*60; $ret .= " $m min."; } if ($when>0) { $ret .= " $when sec."; } $ret .= " ago"; return $ret; } 1; FuzzyOcr-3.6.0/FuzzyOcr/Logging.pm0000644000175000001440000000523311207335640016362 0ustar decoderusers# <@LICENSE> # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to you under the Apache License, Version 2.0 # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at: # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # package FuzzyOcr::Logging; use base 'Exporter'; our @EXPORT_OK = qw(debuglog errorlog infolog warnlog logfile); use Mail::SpamAssassin::Logger qw(log_message would_log); use FileHandle; use Fcntl ':flock'; use POSIX qw(strftime); sub logfile { my $conf = FuzzyOcr::Config::get_config(); my $logtext = $_[0]; my $time = strftime("%Y-%m-%d %H:%M:%S",localtime(time)); $logtext =~ s/\n/\n /g; unless ( open LOGFILE, ">>", $conf->{focr_logfile} ) { warn "Can't open $conf->{focr_logfile} for writing, check permissions"; return; } flock( LOGFILE, LOCK_EX ); seek( LOGFILE, 0, 2 ); print LOGFILE "$time [$$] $logtext\n"; close LOGFILE; } sub _not_debug { return $Mail::SpamAssassin::Logger::LOG_SA{level} != 3; } sub _log { my $conf = FuzzyOcr::Config::get_config(); my $type = $_[0]; my @lines = split('\n',$_[1]); foreach (@lines) { log_message($type,"FuzzyOcr: $_"); } } sub errorlog { my $conf = FuzzyOcr::Config::get_config(); _log("error",$_[0]) if $conf->{focr_log_stderr}; if (defined $conf->{focr_logfile}) { logfile($_[0]); } } sub warnlog { my $conf = FuzzyOcr::Config::get_config(); _log("warn",$_[0]) if $conf->{focr_log_stderr}; if (defined $conf->{focr_logfile} and ($conf->{focr_verbose} >= 1)) { logfile($_[0]); } } sub infolog { my $conf = FuzzyOcr::Config::get_config(); unless (_not_debug()) { _log("info",$_[0]) if $conf->{focr_log_stderr}; } if (defined $conf->{focr_logfile} and ($conf->{focr_verbose} >= 2)) { logfile($_[0]); } } sub debuglog { my $conf = FuzzyOcr::Config::get_config(); unless (_not_debug()) { _log("dbg",$_[0]) if $conf->{focr_log_stderr}; } if (defined $conf->{focr_logfile} and ($conf->{focr_verbose} >= 3)) { logfile($_[0]); } } 1; FuzzyOcr-3.6.0/FuzzyOcr/Misc.pm0000644000175000001440000002161211207335640015666 0ustar decoderusers# <@LICENSE> # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to you under the Apache License, Version 2.0 # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at: # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # use strict; package FuzzyOcr::Misc; use base 'Exporter'; our @EXPORT_OK = qw(max removedirs removedir save_execute); use lib qw(..); use FuzzyOcr::Config qw(set_pid unset_pid get_config get_timeout kill_pid); use FuzzyOcr::Logging qw(debuglog errorlog warnlog infolog); use Time::HiRes qw( gettimeofday tv_interval ); use POSIX qw(WIFEXITED WIFSIGNALED WIFSTOPPED WEXITSTATUS WTERMSIG WSTOPSIG); # Provide some misc helper functions sub max { unless ( defined( $_[0] ) and defined( $_[1] ) ) { return 0 } unless ( defined( $_[0] ) ) { return $_[1] } unless ( defined( $_[1] ) ) { return $_[0] } if ( $_[0] < $_[1] ) { return $_[1] } else { return $_[0] } } sub removedirs { my @dirs = @_; foreach my $dir (@dirs) { removedir($dir); } } sub removedir { my $dir = $_[0]; return unless -d $dir; opendir D, $dir; my @files = readdir D; closedir D; foreach my $f (@files) { next if $f eq '.'; next if $f eq '..'; my $ff = Mail::SpamAssassin::Util::untaint_file_path("$dir/$f"); unless (unlink $ff) { errorlog("Cannot remove: $ff"); } } debuglog("Remove DIR: $dir"); unless(rmdir $dir) { errorlog("Cannot remove DIR: $dir"); } } # map process termination status number to a string, and append optional # user error mesage, returning the resulting string sub exit_status_str($;$) { my($stat,$err) = @_; my($str); if (WIFEXITED($stat)) { $str = sprintf("exit %d", WEXITSTATUS($stat)); } elsif (WIFSTOPPED($stat)) { $str = sprintf("stopped, signal %d", WSTOPSIG($stat)); } else { $str = sprintf("DIED on signal %d (%04x)", WTERMSIG($stat),$stat); } $str .= ', '.$err if defined $err && $err != 0; $str; } # POSIX::open a file or dup an existing fd (Perl open syntax), with a # requirement that it gets opened on a prescribed file descriptor $fd_target; # this subroutine is usually called from a forked process prior to exec sub open_on_specific_fd($$) { my($fd_target,$fname) = @_; my($flags) = 0; my($mode) = 0640; $fname =~ s/^< *//; $fname =~ s/^>> *// and $flags |= POSIX::O_CREAT|POSIX::O_WRONLY|POSIX::O_APPEND; $fname =~ s/^> *// and $flags |= POSIX::O_CREAT|POSIX::O_WRONLY; POSIX::close($fd_target); # ignore error, we may have just closed a log my($fd_got) = POSIX::open($fname,$flags,$mode); defined $fd_got or die "Can't open $fname, flags=$flags: $!"; $fd_got = 0 + $fd_got; # turn into numeric, avoid: "0 but true" if ($fd_got != $fd_target) { # dup, ensuring we get a specified descriptor # POSIX mandates we got the lowest fd available (but some kernels have # bugs), let's be explicit that we require a specified file descriptor defined POSIX::dup2($fd_got,$fd_target) or die "Can't dup2 from $fd_got to $fd_target: $!"; if ($fd_got > 2) { # let's get rid of the original fd, unless 0,1,2 my($err); defined POSIX::close($fd_got) or $err = $!; $err = defined $err ? ": $err" : ''; } } $fd_got; } sub save_execute { my $conf = get_config(); my $t = get_timeout(); my ($cmd, $stdin, $stdout, $stderr, $return_stdout) = @_; my ($pgm,@args) = split(' ',$cmd); $stdout = '>/dev/null' unless $stdout; $stderr = '>/dev/null' unless $stderr; my $retcode; my $begin = [gettimeofday]; if ($conf->{'focr_global_timeout'}) { my $pid = fork(); if (not defined $pid) { errorlog("Can't fork to execute external programs! Aborting"); return -1; } elsif (not $pid) { eval { # must not use die in forked process, or we end up with # two running daemons! debuglog("Exec : $cmd"); debuglog("Stdin : $stdin") if (defined $stdin); debuglog("Stdout: $stdout") if (defined $stdout); debuglog("Stderr: $stderr") if (defined $stderr); # there is no guarantee that Perl file handles STDIN, STDOUT # and STDERR are on file descriptors 0, 1, 2. Let's make sure # the exec'd program receives the right files on file descr 0,1,2 if (defined $stdin) { open_on_specific_fd(0, $stdin); } if (defined $stdout) { open_on_specific_fd(1, $stdout); } if (defined $stderr) { open_on_specific_fd(2, $stderr); } exec {$pgm} ($pgm,@args); die "failed to exec $cmd: $!"; }; # couldn't open file descriptors or exec failed chomp($@); my($msg) = "save_execute: $@\n"; # try to get some attention, log and stderr may be closed POSIX::write(2,$msg,length($msg)); print STDERR $msg; POSIX::_exit(8); # must avoid END and destructor processing! } else { set_pid($pid); wait(); $retcode = $?; debuglog(sprintf("Elapsed [%s]: %.6f sec. (%s: %s)", $pid, tv_interval($begin, [gettimeofday]), $pgm, exit_status_str($retcode))); unset_pid(); if ($return_stdout and $stdout !~ m,/dev/null,i) { $stdout =~ tr/>|; close(INFILE); return($retcode, @stdout_data); } return $retcode; } } else { my @stdout_data; my $pid; $t->run_and_catch(sub { $pid = fork(); if (not defined $pid) { errorlog("Can't fork to execute external programs! Aborting"); return -1; } elsif (not $pid) { eval { # must not use die in forked process, or we end up with # two running daemons! debuglog("Exec : $cmd"); debuglog("Stdin : $stdin") if (defined $stdin); debuglog("Stdout: $stdout") if (defined $stdout); debuglog("Stderr: $stderr") if (defined $stderr); if (defined $stdin) { open_on_specific_fd(0, $stdin); } if (defined $stdout) { open_on_specific_fd(1, $stdout); } if (defined $stderr) { open_on_specific_fd(2, $stderr); } exec {$pgm} ($pgm,@args); die "failed to exec $cmd: $!"; }; # couldn't open file descriptors or exec failed chomp($@); my($msg) = "save_execute: $@\n"; # try to get some attention, log and stderr may be closed POSIX::write(2,$msg,length($msg)); print STDERR $msg; POSIX::_exit(8); # must avoid END and destructor processing! } else { set_pid($pid); wait(); $retcode = $?; debuglog(sprintf("Elapsed [%s]: %.6f sec. (%s: %s)", $pid, tv_interval($begin, [gettimeofday]), $pgm, exit_status_str($retcode))); unset_pid(); if ($return_stdout and $stdout !~ m,/dev/null,i) { $stdout =~ tr/>|; close(INFILE); } } }); if ($t->timed_out()) { errorlog("Command \"$cmd\" timed out after $conf->{focr_timeout} seconds."); errorlog("Consider decreasing your load and/or increasing the timeout."); errorlog("Killing possibly running pid..."); my ($ret, $pid) = kill_pid(); if ($ret > 0) { infolog("Successfully killed PID $pid"); } elsif ($ret < 0) { warnlog("No processes left... this shouldn't happen..."); } else { warnlog("Failed to kill PID $pid, possibly stale process"); } return -1; } else { if ($return_stdout) { return($retcode, @stdout_data); } else { return $retcode; } } } } 1; FuzzyOcr-3.6.0/FuzzyOcr/Config.pm0000644000175000001440000007755611207335640016222 0ustar decoderusers# <@LICENSE> # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to you under the Apache License, Version 2.0 # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at: # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # use strict; package FuzzyOcr::Config; use lib qw(..); use FuzzyOcr::Logging qw(debuglog infolog warnlog errorlog); use FuzzyOcr::Scanset; use FuzzyOcr::Preprocessor; use Mail::SpamAssassin::Logger; use Fcntl qw(O_RDWR O_CREAT); use base 'Exporter'; our @EXPORT_OK = qw/ parse_config finish_parsing_end get_config set_config set_pid unset_pid kill_pid set_tmpdir get_tmpdir get_all_tmpdirs get_pms save_pms get_timeout get_scansets get_preprocessor get_thresholds get_wordlist get_mysql_ddb get_db_ref set_db_ref read_words /; use constant HAS_DBI => eval { require DBI; }; use constant HAS_DBD_MYSQL => eval { require DBD::mysql; }; use constant HAS_MLDBM => eval { require MLDBM; require MLDBM::Sync;}; use constant HAS_DB_FILE => eval { require DB_File; }; use constant HAS_STORABLE => eval { require Storable; }; #Defines the defaults and reads the configuration and wordlists our %Threshold = (); our %words = (); our @scansets; our @preprocessors; our $conf; our $pms; our $timeout; our $pid; our $tmpdir; our @tmpdirs; our $dbref; # State of the plugin, already initialized? our $initialized = 0; our @bin_utils = qw/gifsicle giffix giftext gifinter giftopnm jpegtopnm pngtopnm bmptopnm tifftopnm ppmhist pamfile ocrad gocr/; our @paths = qw(/usr/local/netpbm/bin /usr/local/bin /usr/bin); my @img_types = qw/gif png jpeg bmp tiff/; sub get_timeout { unless (defined $timeout) { $timeout = Mail::SpamAssassin::Timeout->new({ secs => $conf->{focr_timeout} }); } return $timeout; } sub set_pid { $pid = shift; debuglog("Saved pid: $pid"); } sub unset_pid { $pid = 0; } sub kill_pid { if ($pid) { infolog("Sending SIGTERM to pid: $pid",2); my $ret = kill POSIX::SIGTERM, $pid; # Wait for zombie process if the process is a zombie (i.e. SIGTERM didn't work) wait(); return ($ret, $pid); } else { return (-1, 0); } } sub set_tmpdir { $tmpdir = shift; push(@tmpdirs, $tmpdir); } sub get_tmpdir { return $tmpdir; } sub get_all_tmpdirs { return @tmpdirs; } sub save_pms { $pms = shift; } sub get_pms { return $pms; } sub get_config { return $conf; } sub get_wordlist { return \%words; } sub get_scansets { if ($conf->{focr_autosort_scanset}) { @scansets = sort { $b->{hit_counter} <=> $a->{hit_counter} } @scansets; } return \@scansets; } sub get_preprocessor { my ($label) = @_; foreach (@preprocessors) { if ($_->{label} eq $label) { return $_; } } return 0; } sub get_thresholds { return \%Threshold; } sub set_db_ref { $dbref = shift; } sub get_db_ref { return $dbref; } sub get_mysql_ddb { return undef unless (HAS_DBI and HAS_DBD_MYSQL); my $conf = get_config(); my %dopts = ( AutoCommit => 1 ); my $dsn = "dbi:mysql:database=".$conf->{focr_mysql_db}; if (defined($conf->{focr_mysql_socket})) { $dsn .= ";mysql_socket=".$conf->{focr_mysql_socket}; } else { $dsn .= ";host=".$conf->{focr_mysql_host}; $dsn .= ";port=".$conf->{focr_mysql_port} if $conf->{focr_mysql_port} != 3306; } debuglog("Connecting to: $dsn"); my $ddb = DBI->connect($dsn, $conf->{focr_mysql_user}, $conf->{focr_mysql_pass}, \%dopts); return $ddb; } sub set_config { my($self, $conf) = @_; my @cmds = (); foreach my $t (qw/s h w cn/) { push (@cmds, { setting => 'focr_threshold_'.$t, default => 0.01, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); } foreach my $t (qw/c max_hash/) { push (@cmds, { setting => 'focr_threshold_'.$t, default => 5, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); } foreach my $t (qw/height width/) { push (@cmds, { setting => 'focr_min_'.$t, default => 4, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_max_'.$t, default => 800, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); } push (@cmds, { setting => 'focr_threshold', default => 0.25, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_counts_required', default => 2, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_verbose', default => 1, code => sub { my ($self, $key, $value, $line) = @_; unless (defined $value && $value !~ m/^$/) { return $Mail::SpamAssassin::Conf::MISSING_REQUIRED_VALUE; } unless ($value =~ m/^[0-9]+$/) { return $Mail::SpamAssassin::Conf::INVALID_VALUE; } $self->{focr_verbose} = $value+0; } }); push (@cmds, { setting => 'focr_timeout', default => 10, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_global_timeout', default => 0, type => $Mail::SpamAssassin::Conf::CONF_TYPE_BOOL }); push (@cmds, { setting => 'focr_logfile', type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING }); push (@cmds, { setting => 'focr_log_stderr', default => 1, type => $Mail::SpamAssassin::Conf::CONF_TYPE_BOOL }); push (@cmds, { setting => 'focr_log_pmsinfo', default => 1, type => $Mail::SpamAssassin::Conf::CONF_TYPE_BOOL }); push (@cmds, { setting => 'focr_enable_image_hashing', default => 0, code => sub { my ($self, $key, $value, $line) = @_; unless (defined $value && $value !~ m/^$/) { return $Mail::SpamAssassin::Conf::MISSING_REQUIRED_VALUE; } unless ($value =~ m/^[0123]$/) { return $Mail::SpamAssassin::Conf::INVALID_VALUE; } $self->{focr_enable_image_hashing} = $value+0; } }); push (@cmds, { setting => 'focr_hashing_learn_scanned', default => 1, type => $Mail::SpamAssassin::Conf::CONF_TYPE_BOOL }); push (@cmds, { setting => 'focr_skip_updates', default => 0, type => $Mail::SpamAssassin::Conf::CONF_TYPE_BOOL }); push (@cmds, { setting => 'focr_digest_db', default => "/etc/mail/spamassassin/FuzzyOcr.hashdb", type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING }); push (@cmds, { setting => 'focr_global_wordlist', default => "/etc/mail/spamassassin/FuzzyOcr.words", type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING }); push (@cmds, { setting => 'focr_personal_wordlist', default => "__userstate__/FuzzyOcr.words", type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING }); push (@cmds, { setting => 'focr_no_homedirs', default => 0, type => $Mail::SpamAssassin::Conf::CONF_TYPE_BOOL }); push (@cmds, { setting => 'focr_db_hash', default => "/etc/mail/spamassassin/FuzzyOcr.db", type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING }); push (@cmds, { setting => 'focr_db_safe', default => "/etc/mail/spamassassin/FuzzyOcr.safe.db", type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING }); push (@cmds, { setting => 'focr_db_max_days', default => 35, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_keep_bad_images', default => 0, code => sub { my ($self, $key, $value, $line) = @_; unless (defined $value && $value !~ m/^$/) { return $Mail::SpamAssassin::Conf::MISSING_REQUIRED_VALUE; } unless ($value =~ m/^[012]$/) { return $Mail::SpamAssassin::Conf::INVALID_VALUE; } $self->{focr_keep_bad_images} = $value+0; } }); push (@cmds, { setting => 'focr_strip_numbers', default => 1, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_twopass_scoring_factor', default => 1.5, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_unique_matches', default => 0, type => $Mail::SpamAssassin::Conf::CONF_TYPE_BOOL }); push (@cmds, { setting => 'focr_score_ham', default => 0, type => $Mail::SpamAssassin::Conf::CONF_TYPE_BOOL }); push (@cmds, { setting => 'focr_base_score', default => 5, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_add_score', default => 1, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_corrupt_score', default => 2.5, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_corrupt_unfixable_score', default => 5, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_wrongctype_score', default => 1.5, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_wrongext_score', default => 1.5, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_autodisable_score', default => 10, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_autodisable_negative_score', default => -5, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_path_bin', default => '/usr/local/netpbm/bin:/usr/local/bin:/usr/bin', type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING }); foreach (@bin_utils) { push (@cmds, { setting => 'focr_bin_'.$_, type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING }); } foreach (@img_types) { push (@cmds, { setting => 'focr_skip_'.$_, default => 0, type => $Mail::SpamAssassin::Conf::CONF_TYPE_BOOL }); push (@cmds, { setting => 'focr_max_size_'.$_, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); } push (@cmds, { setting => 'focr_scan_pdfs', default => 0, type => $Mail::SpamAssassin::Conf::CONF_TYPE_BOOL }); push (@cmds, { setting => 'focr_pdf_maxpages', default => 1, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_scanset_file', default => '/etc/mail/spamassassin/FuzzyOcr.scansets', type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING }); push (@cmds, { setting => 'focr_preprocessor_file', default => '/etc/mail/spamassassin/FuzzyOcr.preps', type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING }); push (@cmds, { setting => 'focr_minimal_scanset', default => 1, type => $Mail::SpamAssassin::Conf::CONF_TYPE_BOOL }); push (@cmds, { setting => 'focr_autosort_scanset', default => 1, type => $Mail::SpamAssassin::Conf::CONF_TYPE_BOOL }); push (@cmds, { setting => 'focr_autosort_buffer', default => 10, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_mysql_host', default => 'localhost', type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING }); push (@cmds, { setting => 'focr_mysql_port', default => 3306, type => $Mail::SpamAssassin::Conf::CONF_TYPE_NUMERIC }); push (@cmds, { setting => 'focr_mysql_socket', type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING }); push (@cmds, { setting => 'focr_mysql_db', default => 'FuzzyOcr', type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING }); push (@cmds, { setting => 'focr_mysql_hash', default => 'Hash', type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING }); push (@cmds, { setting => 'focr_mysql_safe', default => 'Safe', type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING }); push (@cmds, { setting => 'focr_mysql_update_hash', default => 0, type => $Mail::SpamAssassin::Conf::CONF_TYPE_BOOL }); foreach (qw/user pass/) { push (@cmds, { setting => 'focr_mysql_'.$_, default => 'fuzzyocr', type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING }); } $conf->{parser}->register_commands(\@cmds); } sub parse_config { my ($self, $opts) = @_; # Don't parse a config twice if ($initialized) { return 1; } if ($opts->{key} eq 'focr_end_config') { $conf = $opts->{conf}; my $main = $self->{main}; my $retcode; # Parse preprocessor file my $pfile = $conf->{'focr_preprocessor_file'}; infolog("Starting preprocessor parser for file \"$pfile\"..."); ($retcode, @preprocessors) = parse_preprocessors($pfile); if ($retcode) { errorlog("Error parsing preprocessor file \"$pfile\", aborting..."); return 0; } # Parse scanset file my $sfile = $conf->{'focr_scanset_file'}; infolog("Starting scanset parser for file \"$sfile\"..."); ($retcode, @scansets) = parse_scansets($sfile); if ($retcode) { errorlog("Error parsing scanset file \"$sfile\", aborting..."); return 0; } return 1; } elsif ($opts->{key} eq 'focr_bin_helper') { my @cmd; $conf = $opts->{conf}; my $val = $opts->{value}; $val =~ s/[\s]*//g; debuglog("focr_bin_helper: '$val'"); foreach my $bin (split(',',$val)) { unless (grep {m/$bin/} @bin_utils) { push @bin_utils, $bin; push (@cmd, { setting => 'focr_bin_'.$bin, type => $Mail::SpamAssassin::Conf::CONF_TYPE_STRING }); } else { warnlog("$bin is already defined, skipping..."); } } if (scalar(@cmd)>0) { infolog("Adding <".scalar(@cmd)."> new helper apps"); $conf->{parser}->register_commands(\@cmd) } return 1; } return 0; } sub finish_parsing_end { my ($self, $opts) = @_; # Don't call this function twice if ($initialized) { return 1; } my $main = $self->{main}; $conf = $opts->{conf}; # find external binaries @paths = split(/:/, $conf->{focr_path_bin}); infolog("Searching in: $_") foreach @paths; foreach my $a (@bin_utils) { my $b = "focr_bin_$a"; if (defined $conf->{$b} and ! -x $conf->{$b}) { infolog("cannot exec $a, removing..."); delete $conf->{$b}; } if (defined $conf->{$b}) { debuglog("Using $a => $conf->{$b}"); } else { foreach my $p (@paths) { my $f = "$p/$a"; next unless -x $f; $conf->{$b} = $f; last; } if (defined $conf->{$b}) { infolog("Using $a => $conf->{$b}"); } else { warnlog("Cannot find executable for $a"); } } } # Allow scanning if in debug mode? $conf->{focr_autodisable_score} = 1000 if $Mail::SpamAssassin::Logger::LOG_SA{level} == 3; # Extract Thresholds foreach my $k (keys %{$conf}) { if ($k =~ m/^focr_threshold_(\S+)/) { $Threshold{$1} = $conf->{$k}; debuglog("Threshold[$1] => $conf->{$k}"); } } # Display All Options foreach my $k (sort keys %{$conf}) { next unless $k =~ m/^focr_/; next if $k =~ m/^focr_bin_/; next if $k =~ m/^focr_mysql_pass/; next if $k =~ m/^focr_threshold_/; debuglog(" $k => ".$conf->{$k}); } unless (@scansets) { warn("No scansets loaded, did you remove the \"focr_config_end\" line at the end of the .cf file?"); } foreach my $prep (@preprocessors) { my $preplabel = $prep->{label}; my $off = ($prep->{command} =~ m/^\$/) ? 1 : 0; my $t = 'focr_bin_'.substr($prep->{command},$off); #Replace command with full path if known $prep->{command} = $conf->{$t} if defined $conf->{$t}; my $prepcmd = $prep->{command}; if (defined $prep->{args}) { $prepcmd .= ' ' . $prep->{args}; } infolog("Loaded preprocessor $preplabel: $prepcmd"); } foreach my $scan (@scansets) { my $scanlabel = $scan->{label}; my $off = ($scan->{command} =~ m/^\$/) ? 1 : 0; my $t = 'focr_bin_'.substr($scan->{command},$off); #Replace command with full path if known $scan->{command} = $conf->{$t} if defined $conf->{$t}; my $scancmd = $scan->{command}; if (defined $scan->{args}) { $scancmd .= ' ' . $scan->{args}; } infolog("Using scan $scanlabel: $scancmd"); } if ($conf->{focr_enable_image_hashing} == 3) { unless (HAS_DBI and HAS_DBD_MYSQL) { $conf->{focr_enable_image_hashing} = 0; errorlog("Disable Image Hashing"); errorlog("Missing DBI") unless HAS_DBI; errorlog("Missing DBD::mysql") unless HAS_DBD_MYSQL; } # Warn if MLDBM databases are present, but can't be imported unless (HAS_MLDBM and HAS_DB_FILE and HAS_STORABLE and (-r $conf->{focr_db_hash} or -r $conf->{focr_db_safe})) { infolog("Importing for MLDBM databases not available (dependencies missing)"); } } if ($conf->{focr_enable_image_hashing} == 2) { unless (HAS_MLDBM and HAS_DB_FILE and HAS_STORABLE) { $conf->{focr_enable_image_hashing} = 0; errorlog("Disable Image Hashing"); errorlog("Missing MLDBM and/or MLDBM::Sync") unless HAS_MLDBM; errorlog("Missing DB_File") unless HAS_DB_FILE; errorlog("Missing Storable") unless HAS_STORABLE; } } unless ($conf->{focr_skip_updates}) { if ($conf->{focr_enable_image_hashing} == 2 and -r $conf->{focr_digest_db}) { import MLDBM qw(DB_File Storable); my %DB; my $dbm; my $sdbm; my $err = 0; my $now = time - ($conf->{focr_db_max_days}*86400); $sdbm = tie %DB, 'MLDBM::Sync', $conf->{focr_db_hash} or $err++; if ($err) { errorlog("Could not open \"$conf->{focr_db_hash}\""); } else { $sdbm->Lock; my $hash = 0; infolog("Expiring records prior to: ".scalar(localtime($now))); foreach my $k (keys %DB) { my $db = $DB{$k}; if ($db->{check} < $now) { infolog("Expire: <$k> Reason: $db->{check} < $now"); delete $DB{$k}; $hash++; } } infolog("Expired <$hash> Image Hashes after $conf->{focr_db_max_days} day(s)") if ($hash>0); $hash = 0; open HASH, $conf->{focr_digest_db}; while () { chomp; my($score,$basic,$key) = split('::',$_,3); next if (defined $DB{$key}); $dbm = $DB{$key}; $dbm->{score} = $score; $dbm->{basic} = $basic; $dbm->{input} = $dbm->{check} = time; $dbm->{match} = 1; $DB{$key} = $dbm; $hash++; } close HASH; infolog("Imported <$hash> Image Hashes from \"$conf->{focr_digest_db}\"") if ($hash>0); $hash = scalar(keys %DB); infolog("<$hash> Known BAD Image Hashes Available"); $sdbm->UnLock; undef $sdbm; untie %DB; } $err = 0; $sdbm = tie %DB, 'MLDBM::Sync', $conf->{focr_db_safe} or $err++; if ($err) { errorlog("Could not open \"$conf->{focr_db_safe}\""); } else { $sdbm->Lock; my $hash = 0; foreach my $k (keys %DB) { my $db = $DB{$k}; if ($db->{check} < $now) { infolog("Expire: <$k> Reason: $db->{check} < $now"); delete $DB{$k}; $hash++; } } infolog("Expired <$hash> Image Hashes after $conf->{focr_db_max_days} day(s)") if ($hash>0); $hash = scalar(keys %DB); infolog("<$hash> Known GOOD Image Hashes Available"); $sdbm->UnLock; undef $sdbm; untie %DB; } } if ($conf->{focr_enable_image_hashing} == 3 and defined (my $ddb = get_mysql_ddb()) and (-r $conf->{focr_db_hash} or -r $conf->{focr_db_safe}) and HAS_MLDBM and HAS_DB_FILE and HAS_STORABLE) { import MLDBM qw(DB_File Storable); my $db = $conf->{focr_mysql_db}; my $tab = $conf->{focr_mysql_hash}; my $file = $conf->{focr_db_hash}; my %DB; my $dbm; my $sdbm; my $err = 0; $sdbm = tie %DB, 'MLDBM::Sync', $file or $err++; if ($err) { errorlog("Could not open \"$file\""); } else { $sdbm->ReadLock; foreach my $k (keys %DB) { my $dbm = $DB{$k}; my $sql = qq(select score from $db.$tab where $tab.key='$k'); my @data = $ddb->selectrow_array($sql); unless (scalar(@data)>0) { $sql = "insert into $db.$tab values ('$k'"; foreach my $y (qw/basic fname ctype/) { my $val = defined($dbm->{$y}) ? $dbm->{$y} : ''; $sql .= ",'$val'"; } if ($dbm->{ctype} =~ m/gif/i) { $sql .= ",'1'"; } elsif ($dbm->{ctype} =~ m/jpg|jpeg/i) { $sql .= ",'2'"; } elsif ($dbm->{ctype} =~ m/png/i) { $sql .= ",'3'"; } elsif ($dbm->{ctype} =~ m/bmp/i) { $sql .= ",'4'"; } elsif ($dbm->{ctype} =~ m/tiff/i) { $sql .= ",'5'"; } else { $sql .= ",'0'"; } foreach my $y (qw/match input check score dinfo/) { my $val = defined($dbm->{$y}) ? $dbm->{$y} : ''; $sql .= ",'$val'"; } $sql .= ")"; debuglog($sql); $ddb->do($sql); $err++; } } $sdbm->UnLock; undef $sdbm; untie %DB; infolog("Stored [$err] Hashes in $db.$tab") if $err>0; } $tab = $conf->{focr_mysql_safe}; $file = $conf->{focr_db_safe}; $err = 0; $sdbm = tie %DB, 'MLDBM::Sync', $file or $err++; if ($err) { errorlog("Could not open \"$file\""); } else { $sdbm->ReadLock; foreach my $k (keys %DB) { my $dbm = $DB{$k}; my $sql = qq(select score from $db.$tab where $tab.key='$k'); my @data = $ddb->selectrow_array($sql); unless (scalar(@data)>0) { $sql = "insert into $db.$tab values ('$k'"; foreach my $y (qw/basic fname ctype/) { my $val = defined($dbm->{$y}) ? $dbm->{$y} : ''; $sql .= ",'$val'"; } if ($dbm->{ctype} =~ m/gif/i) { $sql .= ",'1'"; } elsif ($dbm->{ctype} =~ m/jpg|jpeg/i) { $sql .= ",'2'"; } elsif ($dbm->{ctype} =~ m/png/i) { $sql .= ",'3'"; } elsif ($dbm->{ctype} =~ m/bmp/i) { $sql .= ",'4'"; } elsif ($dbm->{ctype} =~ m/tiff/i) { $sql .= ",'5'"; } else { $sql .= ",'0'"; } foreach my $y (qw/match input check score dinfo/) { my $val = defined($dbm->{$y}) ? $dbm->{$y} : ''; $sql .= ",'$val'"; } $sql .= ")"; debuglog($sql); $ddb->do($sql); $err++; } } $sdbm->UnLock; undef $sdbm; untie %DB; infolog("Stored [$err] Hashes in $db.$tab") if $err>0; } debuglog("done updating MySQL database"); $ddb->disconnect; } } read_words( $conf->{focr_global_wordlist} , 'Global'); 1; # Important: We parsed the config now and did all post config parsing stuff # don't do it again (for amavisd and other 3rd party applications using the SA API directly) $initialized = 1; } sub read_words { my $wfile = $_[0]; return unless ( -e $wfile ); my $tfile = $_[1] || 'Personal'; unless ( -r $wfile ) { warnlog("Cannot read $tfile wordlist: \"$wfile\"\n Please check file path and permissions are correct."); return; } my $cnt = 0; open WORDLIST, "<$wfile"; while(my $w = ) { chomp($w); $w =~ s/\s*//; $w =~ s/#(.*)//; next unless $w; my $wt = $conf->{focr_threshold}; if ($w =~ /^(.*?)::(0(\.\d+){0,1})/) { ($w, $wt) = (lc($1), $2); $wt = $conf->{focr_threshold} unless ($wt =~ m/[\d\.]+/); } else { $wt *= 0.750 if length($w) == 5; $wt *= 0.500 if length($w) == 4; $wt *= 0.250 if length($w) < 4; } $words{$w} = $wt; $cnt++; } close WORDLIST; infolog("Added <$cnt> words from \"$wfile\"") if ($cnt>0); } sub parse_scansets { my ($file) = @_; unless (open(SFILE, "<$file")) { warnlog("Failed to open scanset file \"$file\", aborting..."); return 1; } my @slabels; my @scanlist; my $scanset; while() { # We are in the middle of a scanset if(defined $scanset) { # Strip comments and ignore blank lines chomp($_); $_ =~ s/(\s)*#(.*)//; unless ($_) { next; } debuglog("line $_"); if ($_ =~ /^(\s)*preprocessors(\s)*=(\s)*(.*)$/i) { my $prep = $4; $scanset->{preprocessors} = $prep; $prep =~ s/ //g; my @preps = split(',', $prep); foreach (@preps) { unless(get_preprocessor($_)) { errorlog("Unknown preprocessor \"$_\" used in scansets line $., aborting..."); return 1; } } } elsif ($_ =~ /^(\s)*(command|args)(\s)*=(\s)*(.*)$/i) { my $tag = $2; my $val = $5; if ($val =~ /(<|>|\||;)/) { errorlog("OCR $tag may not contain \"< > | ;\", aborting..."); return 1; } $scanset->{$tag} = $val; } elsif ($_ =~ /^(\s)*force_output_in(\s)*=(\s)*(.*)$/i) { $scanset->{force_output_in} = $4; # Scanset is closing } elsif ($_ =~ /^(\s)*\}/) { foreach my $tag (qw/command args/) { unless ($scanset->{$tag}) { my $l = $scanset->{label}; errorlog("Scanset \"$l\" is missing $tag line, aborting..."); return 1; } } push(@scanlist, $scanset); $scanset = undef; } else { errorlog("Unknown token at line $., aborting..."); return 1; } # Start a new scanset } elsif ($_ =~ /^(\s)*scanset(\s)+(.+?)(\s)+\{$/i) { debuglog("line $_"); if (grep $_ eq $3, @slabels) { errorlog("Label already used earlier in line $., aborting..."); return 1; } $scanset = FuzzyOcr::Scanset->new($3); push(@slabels, $3); } } close(SFILE); return (0, @scanlist); } sub parse_preprocessors { my ($file) = @_; unless (open(PFILE, "<$file")) { errorlog("Failed to open preprocessor file \"$file\", aborting..."); return 1; } my @plabels; my @preplist; my $preprocessor; while() { chomp($_); $_ =~ s/(\s)*#(.*)//; unless ($_) { next; } # We are in the middle of a preprocessor if(defined $preprocessor) { debuglog("line: $_"); if ($_ =~ /^(\s)*(command|args)(\s)*=(\s)*(.*)$/i) { my $tag = $2; my $val = $5; if ($val =~ /(<|>|\||;)/) { errorlog("Preprocessor $tag may not contain \"< > | ;\", aborting..."); return 1; } $preprocessor->{$tag} = $val; # Preprocessor is closing } elsif ($_ =~ /^(\s)*\}/) { foreach my $tag (qw/command/) { unless ($preprocessor->{$tag}) { my $l = $preprocessor->{label}; errorlog("Preprocessor \"$l\" is missing $tag line, aborting..."); return 1; } } push(@preplist, $preprocessor); $preprocessor = undef; } else { errorlog("Unknown token at line $., aborting..."); return 1; } # Start a new preprocessor } elsif ($_ =~ /^(\s)*preprocessor(\s)+(.+?)(\s)+\{$/i) { debuglog("line: $_"); if (grep $_ eq $3, @plabels) { errorlog("Error, label already used earlier in line $., aborting..."); return 1; } $preprocessor = FuzzyOcr::Preprocessor->new($3); push(@plabels, $3); } } close(PFILE); return (0, @preplist); } 1; FuzzyOcr-3.6.0/FuzzyOcr.mysql0000644000175000001440000000225211207335640015523 0ustar decoderusersCREATE DATABASE FuzzyOcr; use FuzzyOcr; CREATE TABLE `Hash` ( `key` varchar(255) NOT NULL default '', `basic` varchar(64) NOT NULL default '', `fname` varchar(160) NOT NULL default '', `ctype` varchar(64) NOT NULL default '', `ftype` smallint(5) unsigned NOT NULL default '0', `match` int(10) unsigned NOT NULL default '0', `input` int(10) unsigned NOT NULL default '0', `check` int(10) unsigned NOT NULL default '0', `score` decimal(8,3) NOT NULL default '0.000', `dinfo` text NOT NULL, PRIMARY KEY (`key`) ) TYPE=MyISAM; CREATE TABLE `Safe` ( `key` varchar(255) NOT NULL default '', `basic` varchar(64) NOT NULL default '', `fname` varchar(160) NOT NULL default '', `ctype` varchar(64) NOT NULL default '', `ftype` smallint(5) unsigned NOT NULL default '0', `match` int(10) unsigned NOT NULL default '0', `input` int(10) unsigned NOT NULL default '0', `check` int(10) unsigned NOT NULL default '0', `score` decimal(8,3) NOT NULL default '0.000', `dinfo` text NOT NULL, PRIMARY KEY (`key`) ) TYPE=MyISAM; GRANT SELECT,UPDATE,INSERT,DELETE ON FuzzyOcr.* TO fuzzyocr@localhost IDENTIFIED BY 'fuzzyocr'; FuzzyOcr-3.6.0/FuzzyOcr.pm0000644000175000001440000012353511207337733015007 0ustar decoderusers# <@LICENSE> # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to you under the Apache License, Version 2.0 # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at: # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # # FuzzyOcr plugin, version 3.6 # # written by Christian Holler (decoder_at_own-hero_dot_net) # and Jorge Valdes (jorge_at_joval_dot_info) package FuzzyOcr; use strict; use warnings; use POSIX; use Fcntl ':flock'; use Mail::SpamAssassin; use Mail::SpamAssassin::Logger; use Mail::SpamAssassin::Util; use Mail::SpamAssassin::Timeout; use Mail::SpamAssassin::Plugin; use Time::HiRes qw( gettimeofday tv_interval ); use String::Approx 'adistr'; use FileHandle; use lib qw(/etc/mail/spamassassin); # Allow placing of FuzzyOcr in siteconfigdir use FuzzyOcr::Logging qw(debuglog errorlog warnlog infolog); use FuzzyOcr::Config qw(kill_pid get_tmpdir set_tmpdir get_all_tmpdirs get_pms save_pms get_timeout get_mysql_ddb get_scansets get_wordlist set_config get_config parse_config finish_parsing_end read_words); use FuzzyOcr::Hashing qw(check_image_hash_db add_image_hash_db calc_image_hash); use FuzzyOcr::Deanimate qw(deanimate); use FuzzyOcr::Scoring qw(wrong_ctype wrong_extension corrupt_img known_img_hash); use FuzzyOcr::Misc qw(max removedir removedirs save_execute); our @ISA = qw(Mail::SpamAssassin::Plugin); # constructor: register the eval rule sub new { my ( $class, $mailsa ) = @_; $class = ref($class) || $class; my $self = $class->SUPER::new($mailsa); bless( $self, $class ); $self->register_eval_rule("fuzzyocr_check"); $self->register_eval_rule("dummy_check"); $self->set_config($mailsa->{conf}); return $self; } sub dummy_check { return 0; } sub fuzzyocr_check { my ( $self, $pms ) = @_; my $conf = get_config(); save_pms($pms); my $end; my $begin = [gettimeofday]; if ($conf->{focr_global_timeout}) { my $t = get_timeout(); debuglog("Global Timeout set at ".$conf->{focr_timeout}." sec."); $t->run(sub { $end = fuzzyocr_do( $self, $conf, $pms ); }); if ($t->timed_out()) { infolog("Scan timed out after $conf->{focr_timeout} seconds."); infolog("Killing possibly running pid..."); my ($ret, $pid) = kill_pid(); if ($ret > 0) { infolog("Successfully killed PID $pid"); } elsif ($ret < 0) { infolog("No processes left... exiting"); } else { infolog("Failed to kill PID $pid, stale process!"); } infolog("Removing possibly leftover tempdirs..."); removedirs(get_all_tmpdirs()); return 0; } } else { $end = fuzzyocr_do( $self, $conf, $pms ); } debuglog("Processed in ". sprintf("%.6f",tv_interval($begin, [gettimeofday])) ." sec."); return $end; } sub fuzzyocr_do { my ( $self, $conf, $pms ) = @_; my $internal_score = 0; my $current_score = $pms->get_score(); my $score = $conf->{focr_autodisable_score} || 100; if ( $current_score > $score ) { infolog("Scan canceled, message has already more than $score points ($current_score)."); return 0; } my $nscore = $conf->{focr_autodisable_negative_score} || -100; if ( $current_score < $nscore ) { infolog("Scan canceled, message has less than $nscore points ($current_score)."); return 0; } my $imgdir; my %imgfiles = (); my @found = (); my @hashes = (); my $cnt = 0; my $imgerr = 0; my $main = $self->{main}; debuglog("Starting FuzzyOcr..."); #Show PMS info if asked to if ($conf->{focr_log_pmsinfo}) { my $msgid = $pms->get('Message-Id') ? $pms->get('Message-Id') : ""; my $from = $pms->get('From') ? $pms->get('From') : ""; my $to = $pms->get('To') ? $pms->get('To') : ""; chomp($from, $to, $msgid); infolog("Processing Message with ID \"$msgid\" ($from -> $to)"); } foreach my $p ( $pms->{msg}->find_parts(qr(^image\b)i), $pms->{msg}->find_parts(qr(Application/Octet-Stream)i), $pms->{msg}->find_parts(qr(application/pdf)i) ) { my $ctype = $p->{'type'}; my $fname = $p->{'name'} || 'unknown'; if (($fname eq 'unknown') and (defined $p->{'headers'}->{'content-id'}) ){ $fname = join('',@{$p->{'headers'}->{'content-id'}}); $fname =~ s/[<>]//g; $fname =~ tr/\@\$\%\&/_/s; } my $filename = $fname; $filename =~ tr{a-zA-Z0-9\-.}{_}cs; debuglog("fname: \"$fname\" => \"$filename\""); my $pdata = $p->decode(); my $pdatalen = length($pdata); my $w = 0; my $h = 0; if ( substr($pdata,0,3) eq "\x47\x49\x46" ) { ## GIF File $imgfiles{$filename}{ftype} = 1; ($w,$h) = unpack("vv",substr($pdata,6,4)); infolog("GIF: [${h}x${w}] $filename ($pdatalen)"); $imgfiles{$filename}{width} = $w; $imgfiles{$filename}{height} = $h; } elsif ( substr($pdata,0,2) eq "\xff\xd8" ) { ## JPEG File my @Markers = (0xC0,0xC1,0xC2,0xC3,0xC5,0xC6,0xC7,0xC9,0xCA,0xCB,0xCD,0xCE,0xCF); my $pos = 2; while ($pos < $pdatalen) { my ($b,$m) = unpack("CC",substr($pdata,$pos,2)); $pos += 2; if ($b != 0xff) { infolog("Invalid JPEG image"); $pos = $pdatalen + 1; last; } my $skip = 0; foreach my $mm (@Markers) { if ($mm == $m) { $skip++; last; } } last if ($skip); $pos += unpack("n",substr($pdata,$pos,2)); } if ($pos > $pdatalen) { errorlog("Cannot find image dimensions"); } else { ($h,$w) = unpack("nn",substr($pdata,$pos+3,4)); infolog("JPEG: [${h}x${w}] $filename ($pdatalen)"); $imgfiles{$filename}{ftype} = 2; $imgfiles{$filename}{height} = $h; $imgfiles{$filename}{width} = $w; } } elsif ( substr($pdata,0,4) eq "\x89\x50\x4e\x47" ) { # PNG File ($w,$h) = unpack("NN",substr($pdata,16,8)); $imgfiles{$filename}{ftype} = 3; $imgfiles{$filename}{width} = $w; $imgfiles{$filename}{height} = $h; infolog("PNG: [${h}x${w}] $filename ($pdatalen)"); } elsif ( substr($pdata,0,2) eq "BM" ) { ## BMP File ($w,$h) = unpack("VV",substr($pdata,18,8)); $imgfiles{$filename}{ftype} = 4; $imgfiles{$filename}{width} = $w; $imgfiles{$filename}{height} = $h; infolog("BMP: [${h}x${w}] $filename ($pdatalen)"); } elsif ( ## TIFF File (substr($pdata,0,4) eq "\x4d\x4d\x00\x2a") or (substr($pdata,0,4) eq "\x49\x49\x2a\x00") ) { my $worder = (substr($pdata,0,2) eq "\x4d\x4d") ? 0 : 1; my $offset = unpack($worder?"V":"N",substr($pdata,4,4)); my $number = unpack($worder?"v":"n",substr($pdata,$offset,2)) - 1; foreach my $n (0 .. $number) { my $add = 2 + ($n * 12); my ($id,$tag,$cnt,$val) = unpack($worder?"vvVV":"nnNN",substr($pdata,$offset+$add,12)); $h = $val if ($id == 256); $w = $val if ($id == 257); last if ($h != 0 and $w != 0); } infolog("TIFF: [${h}x${w}] $filename ($pdatalen) ($worder)"); infolog("Cannot determine size of TIFF image, setting to '1x1'") if ($h == 0 and $w == 0); $imgfiles{$filename}{ftype} = 5; $imgfiles{$filename}{width} = $w ? $w : 1; $imgfiles{$filename}{height} = $h ? $h : 1; } elsif (substr($pdata,0,5) eq "\x25\x50\x44\x46\x2d") { my $version = substr($pdata,5,3); infolog("PDF: [version $version] $filename ($pdatalen)"); $imgfiles{$filename}{ftype} = 6; $imgfiles{$filename}{version} = $version; $imgfiles{$filename}{width} = 0; $imgfiles{$filename}{height} = 0; } #Skip unless we found the right header unless (defined $imgfiles{$filename}{ftype}) { infolog("Skipping file with content-type=\"$ctype\" name=\"$fname\""); delete $imgfiles{$filename}; next; } if ($imgfiles{$filename}{ftype} == 6) { unless ($conf->{focr_scan_pdfs}) { infolog("Skipping PDF file: PDF Scanning was disabled in config"); next; } } else { #Skip images that cannot contain text if ($imgfiles{$filename}{height} < $conf->{focr_min_height}) { infolog("Skipping image: height < $conf->{focr_min_height}"); delete $imgfiles{$filename}; next; } #Skip images that cannot contain text if ($imgfiles{$filename}{width} < $conf->{focr_min_width}) { infolog("Skipping image: width < $conf->{focr_min_width}"); delete $imgfiles{$filename}; next; } #Skip too big images, screenshots etc if ($imgfiles{$filename}{height} > $conf->{focr_max_height}) { infolog("Skipping image: height > $conf->{focr_max_height}"); delete $imgfiles{$filename}; next; } #Skip too big images, screenshots etc if ($imgfiles{$filename}{width} > $conf->{focr_max_width}) { infolog("Skipping image: width > $conf->{focr_max_width}"); delete $imgfiles{$filename}; next; } } #Found Image!! Get a temporary dir to save image $imgdir = Mail::SpamAssassin::Util::secure_tmpdir(); unless ($imgdir) { errorlog("Scan canceled, cannot create Image TMPDIR."); return 0; } set_tmpdir($imgdir); #Generete unique filename to store image my $imgfilename = Mail::SpamAssassin::Util::untaint_file_path( $imgdir . "/" . $filename ); my $unique = 0; while (-e $imgfilename) { $imgfilename = Mail::SpamAssassin::Util::untaint_file_path( $imgdir . "/" . chr(65+$unique) . "." . $filename ); $unique++; } #Save important constants $imgfiles{$filename}{fname} = $fname; $imgfiles{$filename}{ctype} = $ctype; $imgfiles{$filename}{fsize} = $pdatalen; $imgfiles{$filename}{fpath} = $imgfilename; #Save Image to disk. unless (open PICT, ">$imgfilename") { errorlog("Cannot write \"$imgfilename\", skipping..."); delete $imgfiles{$filename}; removedir($imgdir); next; } binmode PICT; print PICT $pdata; close PICT; debuglog("Saved: $imgfilename"); #Increment valid image file counter $cnt++; #keep raw email for debugging later my $rawfilename = $imgdir . "/raw.eml"; if (open RAW, ">$rawfilename") { print RAW $pms->{msg}->get_pristine(); close RAW; debuglog("Saved: $rawfilename"); } } if ($cnt == 0) { debuglog("Skipping OCR, no image files found..."); return 0; } infolog("Found: $cnt images"); $cnt = 0; if ($conf->{focr_enable_image_hashing} == 3) { $conf->{focr_mysql_ddb} = get_mysql_ddb(); } # Try to load personal wordlist unless ($conf->{focr_no_homedirs}) { if ($conf->{focr_personal_wordlist} =~ m/^\//) { read_words( $conf->{focr_personal_wordlist} ); } else { my $peruserlist = $main->sed_path($conf->{focr_personal_wordlist}); if ( -r $peruserlist ) { read_words( $peruserlist ); } else { # Only complain if the file exists if ( -e $peruserlist ) { errorlog("Cannot read personal_wordlist: $peruserlist, skipping..."); } } } } my $haserr; foreach my $filename (keys %imgfiles) { my $pic = $imgfiles{$filename}; #infolog("Analyzing file with content-type=\"$$pic{ctype}\""); my @used_scansets = (); my $corrupt = 0; my $suffix = 0; my $generic_ctype = 0; my $digest; my $file = $$pic{fpath}; my $tfile = $file; my $pfile = $file . ".pnm"; my $efile = $file . ".err"; debuglog("pfile => $pfile"); debuglog("efile => $efile"); #Open ERRORLOG $haserr = $Mail::SpamAssassin::Logger::LOG_SA{level} == 3; if ($haserr) { $haserr = open RAWERR, ">$imgdir/raw.err"; debuglog("Errors to: $imgdir/raw.err") if ($haserr>0); } my $mimetype = $$pic{ctype}; if($mimetype =~ m'application/octet-stream'i) { $generic_ctype = 1; } if($$pic{fname} =~ /\.([\w-]+)$/) { $suffix = $1; } if ($suffix) { debuglog("File has Content-Type \"$mimetype\" and File Extension \"$suffix\""); } else { debuglog("File has Content-Type \"$mimetype\" and no File Extension"); } if ( $$pic{ftype} == 1 ) { infolog("Found GIF header name=\"$$pic{fname}\""); if ($conf->{focr_skip_gif}) { infolog("Skipping image check"); next; } if (defined($conf->{focr_max_size_gif}) and ($$pic{fsize} > $conf->{focr_max_size_gif})) { infolog("GIF file size ($$pic{fsize}) exceeds maximum file size for this format, skipping..."); next; } if ( ($$pic{ctype} !~ /gif/i) and not $generic_ctype) { wrong_ctype( "GIF", $$pic{ctype} ); $internal_score += $conf->{'focr_wrongctype_score'}; } if ( $suffix and $suffix !~ /gif/i) { wrong_extension( "GIF", $suffix); $internal_score += $conf->{'focr_wrongext_score'}; } my $interlaced_gif = 0; my $image_count = 0; foreach my $a (qw/gifsicle giftext giffix gifinter giftopnm/) { unless (defined $conf->{"focr_bin_$a"}) { errorlog("Cannot exec $a, skipping image"); next; } } my @stderr_data; my ($retcode, @stdout_data) = save_execute( "$conf->{focr_bin_giftext} $file", undef, ">$imgdir/giftext.info", ">>$imgdir/giftext.err", 1); if ($retcode<0) { # only care if we timed out chomp $retcode; errorlog("$conf->{focr_bin_giftext} Timed out [$retcode], skipping..."); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } foreach (@stdout_data) { unless ($interlaced_gif) { if ( $_ =~ /Image is Interlaced/i ) { $interlaced_gif = 1; } } if ( $_ =~ /^Image #/ ) { $image_count++; } } if ($interlaced_gif or ($image_count > 1)) { infolog("Image is interlaced or animated..."); } else { infolog("Image is single non-interlaced..."); $tfile .= "-fixed.gif"; printf RAWERR "## $conf->{focr_bin_giffix} $file >$tfile 2>>$efile\n" if ($haserr>0); $retcode = save_execute("$conf->{focr_bin_giffix} $file", undef, ">$tfile", ">>$efile"); if ($retcode<0) { # only care if we timed out chomp $retcode; errorlog("$conf->{focr_bin_giffix}: Timed out [$retcode], skipping..."); printf RAWERR "?? Timed out > $retcode\n" if ($haserr>0); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } if (open ERR, $efile) { @stderr_data = ; close ERR; foreach (@stderr_data) { if ( $_ =~ /GIF-LIB error/i ) { $corrupt = $_; last; } } } } my $fixedsize = (stat($tfile))[7]; if (defined($conf->{focr_max_size_gif}) and ($fixedsize > $conf->{focr_max_size_gif})) { infolog("Fixed GIF file size ($fixedsize) exceeds maximum file size for this format, skipping..."); next; } if ($corrupt) { if ($interlaced_gif or ($image_count > 1)) { infolog("Skipping corrupted interlaced image..."); corrupt_img($conf->{focr_corrupt_unfixable_score}, $corrupt); $internal_score += $conf->{focr_corrupt_unfixable_score}; next; } if (-z $tfile) { infolog("Uncorrectable corruption detected, skipping non-interlaced image..."); corrupt_img($conf->{focr_corrupt_unfixable_score}, $corrupt); $internal_score += $conf->{focr_corrupt_unfixable_score}; next; } infolog("Image is corrupt, but seems fixable, continuing..."); corrupt_img($conf->{focr_corrupt_score}, $corrupt); $internal_score += $conf->{focr_corrupt_score}; } if ($image_count > 1) { infolog("File contains <$image_count> images, deanimating..."); $tfile = deanimate($tfile); } if ($interlaced_gif) { infolog("Processing interlaced_gif $tfile..."); my $cfile = $tfile; if ($tfile =~ m/\.gif$/i) { $tfile =~ s/\.gif$/-fixed.gif/i; } else { $tfile .= ".gif"; } printf RAWERR qq(## $conf->{focr_bin_gifinter} $cfile >$tfile 2>>$efile\n) if ($haserr>0); $retcode = save_execute("$conf->{focr_bin_gifinter} $cfile", undef, ">$tfile", ">>$efile"); if ($retcode<0) { chomp $retcode; printf RAWERR "?? Timed out > $retcode\n" if ($haserr>0); errorlog("$conf->{focr_bin_gifinter}: Timed out [$retcode], skipping..."); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } elsif ($retcode>0) { chomp $retcode; printf RAWERR "?? [$retcode] returned from $conf->{focr_bin_gifinter}\n" if ($haserr>0); errorlog("$conf->{focr_bin_gifinter}: Returned [$retcode], skipping..."); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } } printf RAWERR qq(## $conf->{focr_bin_giftopnm} $tfile >$pfile 2>>$efile\n) if ($haserr>0); $retcode = save_execute("$conf->{focr_bin_giftopnm} $tfile", undef, ">$pfile", ">>$efile"); if ($retcode<0) { chomp $retcode; printf RAWERR "?? Timed out > $retcode\n" if ($haserr>0); errorlog("$conf->{focr_bin_giftopnm}: Timed out [$retcode], skipping..."); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } elsif ($retcode>0) { chomp $retcode; printf RAWERR "?? [$retcode] returned from $conf->{focr_bin_giftopnm}\n" if ($haserr>0); errorlog("$conf->{focr_bin_giftopnm}: Returned [$retcode], skipping..."); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } } elsif ( $$pic{ftype} == 2 ) { infolog("Found JPEG header name=\"$$pic{fname}\""); if ($conf->{focr_skip_jpeg}) { infolog("Skipping image check"); next; } if (defined($conf->{focr_max_size_jpeg}) and ($$pic{fsize} > $conf->{focr_max_size_jpeg})) { infolog("JPEG file size ($$pic{fsize}) exceeds maximum file size for this format, skipping..."); next; } if ( ($$pic{ctype} !~ /(jpeg|jpg)/i) and not $generic_ctype) { wrong_ctype( "JPEG", $$pic{ctype} ); $internal_score += $conf->{'focr_wrongctype_score'}; } if ( $suffix and $suffix !~ /(jpeg|jpg|jfif)/i) { wrong_extension( "JPEG", $suffix); $internal_score += $conf->{'focr_wrongext_score'}; } foreach my $a (qw/jpegtopnm/) { unless (defined $conf->{"focr_bin_$a"}) { errorlog("Cannot exec $a, skipping image"); next; } } printf RAWERR qq(## $conf->{focr_bin_jpegtopnm} $file >$pfile 2>>$efile\n) if ($haserr>0); my $retcode = save_execute("$conf->{focr_bin_jpegtopnm} $file", undef, ">$pfile", ">>$efile"); if ($retcode<0) { chomp $retcode; printf RAWERR "?? Timed out > $retcode\n" if ($haserr>0); errorlog("$conf->{focr_bin_jpegtopnm}: Timed out [$retcode], skipping..."); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } elsif ($retcode>0) { chomp $retcode; printf RAWERR "?? [$retcode] returned from $conf->{focr_bin_jpegtopnm}\n" if ($haserr>0); errorlog("$conf->{focr_bin_jpegtopnm}: Returned [$retcode], skipping..."); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } } elsif ( $$pic{ftype} == 3 ) { infolog("Found PNG header name=\"$$pic{fname}\""); if ($conf->{focr_skip_png}) { infolog("Skipping image check"); next; } if (defined($conf->{focr_max_size_png}) and ($$pic{fsize} > $conf->{focr_max_size_png})) { infolog("PNG file size ($$pic{fsize}) exceeds maximum file size for this format, skipping..."); next; } if ( ($$pic{ctype} !~ /png/i) and not $generic_ctype) { wrong_ctype( "PNG", $$pic{ctype} ); $internal_score += $conf->{'focr_wrongctype_score'}; } if ( $suffix and $suffix !~ /(png)/i) { wrong_extension( "PNG", $suffix); $internal_score += $conf->{'focr_wrongext_score'}; } foreach my $a (qw/pngtopnm/) { unless (defined $conf->{"focr_bin_$a"}) { errorlog("Cannot exec $a, skipping image"); next; } } printf RAWERR qq(## $conf->{focr_bin_pngtopnm} $file >$pfile 2>>$efile\n) if ($haserr>0); my $retcode = save_execute("$conf->{focr_bin_pngtopnm} $file", undef, ">$pfile", ">>$efile"); if ($retcode<0) { chomp $retcode; printf RAWERR "?? Timed out > $retcode\n" if ($haserr>0); errorlog("$conf->{focr_bin_pngtopnm}: Timed out [$retcode], skipping..."); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } elsif ($retcode>0) { chomp $retcode; printf RAWERR "?? [$retcode] returned from $conf->{focr_bin_pngtopnm}\n" if ($haserr>0); errorlog("$conf->{focr_bin_pngtopnm}: Returned [$retcode], skipping..."); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } } elsif ( $$pic{ftype} == 4 ) { infolog("Found BMP header name=\"$$pic{fname}\""); if ($conf->{focr_skip_bmp}) { infolog("Skipping image check"); next; } if (defined($conf->{focr_max_size_bmp}) and ($$pic{fsize} > $conf->{focr_max_size_bmp})) { infolog("BMP file size ($$pic{fsize}) exceeds maximum file size for this format, skipping..."); next; } if ( ($$pic{ctype} !~ /bmp/i) and not $generic_ctype) { wrong_ctype( "BMP", $$pic{ctype} ); $internal_score += $conf->{'focr_wrongctype_score'}; } if ( $suffix and $suffix !~ /(bmp)/i) { wrong_extension( "BMP", $suffix); $internal_score += $conf->{'focr_wrongext_score'}; } foreach my $a (qw/bmptopnm/) { unless (defined $conf->{"focr_bin_$a"}) { errorlog("Cannot exec $a, skipping image"); next; } } printf RAWERR qq(## $conf->{focr_bin_bmptopnm} $file >$pfile 2>>$efile\n) if ($haserr>0); my $retcode = save_execute("$conf->{focr_bin_bmptopnm} $file", undef, ">$pfile", ">>$efile"); if ($retcode<0) { chomp $retcode; printf RAWERR "?? Timed out > $retcode\n" if ($haserr>0); errorlog("$conf->{focr_bin_bmptopnm}: Timed out [$retcode], skipping..."); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } elsif ($retcode>0) { chomp $retcode; printf RAWERR "?? [$retcode] returned from $conf->{focr_bin_bmptopnm}\n" if ($haserr>0); errorlog("$conf->{focr_bin_bmptopnm}: Returned [$retcode], skipping..."); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } } elsif ( $$pic{ftype} == 5 ) { infolog("Found TIFF header name=\"$$pic{fname}\""); if ($conf->{focr_skip_tiff}) { infolog("Skipping image check"); next; } if (defined($conf->{focr_max_size_tiff}) and ($$pic{fsize} > $conf->{focr_max_size_tiff})) { infolog("TIFF file size ($$pic{fsize}) exceeds maximum file size for this format, skipping..."); next; } if ( ($$pic{ctype} !~ /tif/i) and not $generic_ctype) { wrong_ctype( "TIFF", $$pic{ctype} ); $internal_score += $conf->{'focr_wrongctype_score'}; } if ( $suffix and $suffix !~ /tif/i) { wrong_extension( "TIFF", $suffix); $internal_score += $conf->{'focr_wrongext_score'}; } foreach my $a (qw/tifftopnm/) { unless (defined $conf->{"focr_bin_$a"}) { errorlog("Cannot exec $a, skipping image"); next; } } printf RAWERR qq(## $conf->{focr_bin_tifftopnm} $file >$pfile 2>>$efile\n) if ($haserr>0); my $retcode = save_execute("$conf->{focr_bin_tifftopnm} $file", undef, ">$pfile", ">>$efile"); if ($retcode<0) { chomp $retcode; printf RAWERR "?? Timed out > $retcode\n" if ($haserr>0); errorlog("$conf->{focr_bin_tifftopnm}: Timed out [$retcode], skipping..."); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } elsif ($retcode>0) { chomp $retcode; printf RAWERR "?? [$retcode] returned from $conf->{focr_bin_tifftopnm}\n" if ($haserr>0); errorlog("$conf->{focr_bin_tifftopnm}: Returned [$retcode], skipping..."); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } } elsif ($$pic{ftype} == 6) { infolog("Found PDF header name=\"$$pic{fname}\""); my $missing_bin = 0; foreach my $a (qw/pdftops pstopnm pdfinfo/) { unless (defined $conf->{"focr_bin_$a"}) { $missing_bin = 1; errorlog("Cannot exec $a, skipping image"); next; } } if ($missing_bin) { next; } my @stderr_data; my ($retcode, @stdout_data) = save_execute( "$conf->{focr_bin_pdfinfo} $file", undef, ">$imgdir/pdfinfo.info", ">>$imgdir/pdfinfo.err", 1); foreach (@stdout_data) { if ($_ =~ /^Pages:\s*([0-9]+)/) { $$pic{pages} = $1; } } unless ($$pic{pages}) { infolog("Can't determine page count of PDF Document\n"); } if ($$pic{pages} > $conf->{focr_pdf_maxpages}) { infolog("PDF has too many pages, skipping this file...\n"); next; } if ( ($$pic{ctype} !~ /pdf/i) and not $generic_ctype) { wrong_ctype( "Application/PDF", $$pic{ctype} ); $internal_score += $conf->{'focr_wrongctype_score'}; } $retcode = save_execute("$conf->{focr_bin_pdftops} $file -", undef, ">$file.ps", ">>$efile"); if ($retcode<0) { chomp $retcode; printf RAWERR "?? Timed out > $retcode\n" if ($haserr>0); errorlog("$conf->{focr_bin_pdftops}: Timed out [$retcode], skipping..."); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } elsif ($retcode>0) { chomp $retcode; printf RAWERR "?? [$retcode] returned from $conf->{focr_bin_pdftops}\n" if ($haserr>0); errorlog("$conf->{focr_bin_pdftops}: Returned [$retcode], skipping..."); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } $retcode = save_execute("$conf->{focr_bin_pstopnm} -stdout -xsize=1000 $file.ps", undef, ">$pfile", ">>$efile"); if ($retcode<0) { chomp $retcode; printf RAWERR "?? Timed out > $retcode\n" if ($haserr>0); errorlog("$conf->{focr_bin_pstopnm}: Timed out [$retcode], skipping..."); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } elsif ($retcode>0) { chomp $retcode; printf RAWERR "?? [$retcode] returned from $conf->{focr_bin_pstopnm}\n" if ($haserr>0); errorlog("$conf->{focr_bin_pstopnm}: Returned [$retcode], skipping..."); ++$imgerr if $conf->{focr_keep_bad_images}>0; next; } } else { errorlog("Image type not recognized, unknown format. Skipping this image..."); next; } if($conf->{focr_enable_image_hashing}) { infolog("Calculating image hash for: $pfile"); ($corrupt, $digest) = calc_image_hash($pfile,$pic); if ($corrupt) { infolog("Error calculating the image hash, skipping hash check..."); } else { my ($score, $dinfo, $whash); $whash = $conf->{focr_enable_image_hashing} == 3 ? $conf->{focr_mysql_hash} : $conf->{focr_db_hash}; ($score,$dinfo) = check_image_hash_db($digest, $whash, $$pic{fname}, $$pic{ctype}, $$pic{ftype}); if ($score > 0) { known_img_hash($score,$dinfo); infolog("Message is SPAM. $dinfo") if ($conf->{focr_enable_image_hashing} < 3); removedirs(get_all_tmpdirs()); return 0; } $whash = $conf->{focr_enable_image_hashing} == 3 ? $conf->{focr_mysql_safe} : $conf->{focr_db_safe}; ($score,$dinfo) = check_image_hash_db($digest, $whash, $$pic{fname}, $$pic{ctype}, $$pic{ftype}); if ($score > 0) { infolog("Image in KNOWN_GOOD. Skipping OCR checks..."); next; } } if ($digest eq '') { infolog("Empty Hash, skipping..."); next; } } else { infolog("Image hashing disabled in configuration, skipping..."); } # Note: $current_score is here the score that the message had at the beginning # and $score is the autodisable_score defined in the config # $internal_score describes the score that the message got by FuzzyOcr so far. if ($internal_score + $current_score > $score) { my $total = $internal_score + $current_score; warnlog("FuzzyOcr stopped, message got $internal_score points by other FuzzyOcr tests ($total>$score)."); #infolog("OCR canceled, message got already more than $score points ($total) by other FuzzyOcr tests."); return 0; } my @ocr_results = (); my $scansets = get_scansets(); my $newlist = ''; foreach my $s (@$scansets) { $newlist .= ' ' . $s->{label} . '(' . $s->{hit_counter} . ')'; } infolog("Scanset Order:$newlist"); my $mcnt = 0; my $modus = 0; my $modus_match = 0; my $wref = get_wordlist(); my %words = %$wref; foreach my $scanset (@$scansets) { my $scanlabel = $scanset->{label}; my $scancmd = $scanset->{command}; if ($scancmd =~ m/^\$/) { warnlog("Skipping $scanlabel, invalid command '$scancmd'"); next; } if (($$pic{ftype} != 6) and ($scancmd =~ m/ocrad/) and ($$pic{width} < 16 or $$pic{height} < 16)) { warnlog("Skipping $scanlabel, image too small"); next; } my $cmcnt = 0; my @cfound; if (defined $scanset->{args}) { $scancmd .= ' ' . $scanset->{args}; } printf RAWERR qq(## $scancmd\n) if ($haserr>0); my ($retcode, @result) = $scanset->run($pfile); if ($retcode<0) { if ($retcode == -1) { printf RAWERR qq(Timeout[$conf->{focr_timeout}]: $scancmd\n) if ($haserr>0); errorlog("Timeout[$scanlabel]: \"$scancmd\" took more than $conf->{focr_timeout} sec."); } elsif ($retcode == -2) { printf RAWERR qq(Cannot exec[$scanlabel]: $scancmd\n) if ($haserr>0); errorlog("Cannot execute($scanlabel): \"$scancmd\""); } else { printf RAWERR qq(Unknown error <$retcode>: $scancmd\n) if ($haserr>0); errorlog("Unknown error: [$retcode]..."); } infolog("Skipping scanset, trying next..."); next; } elsif ($retcode>0) { chomp $retcode; my $errstr = "Return code: $retcode, Error: "; $errstr .= join( '', @result ); warnlog("Errors in Scanset \"$scanlabel\""); warnlog($errstr); warnlog("Skipping scanset because of errors, trying next..."); printf RAWERR qq($errstr\n) if ($haserr>0); next; } debuglog("ocrdata=>>".join("",@result)."<<=end"); foreach $modus (0 .. 1) { $cmcnt = 0; @cfound = (); foreach my $ww (keys %words) { my $w = lc $ww; $w =~ s/[^a-z0-9 ]//g; if ($modus) { $w =~ s/ //g; } if ($conf->{focr_strip_numbers}) { $w =~ s/[0-9]//g; } my $wcnt = 0; foreach (@result) { $_ = lc; if ($modus) { s/ //g; } if ($conf->{focr_strip_numbers}) { tr/!;|(0815/iiicoals/; s/[0-9]//g; } else { tr/!;|(/iiic/; } s/[^a-z0-9 ]//g; my $matched = abs(adistr( $w, $_ )); if ( $matched < $words{$ww} ) { $wcnt++; infolog( "Scanset \"$scanlabel\" found word \"$w\" with fuzz of " . sprintf("%0.4f",$matched) . "\nline: \"$_\"" ); if ($conf->{focr_unique_matches}) { last; } } } $cmcnt += $wcnt; if ( ( $conf->{focr_verbose} > 0 ) and ($wcnt) ) { push( @cfound, "\"$w\" in $wcnt lines" ); } } $mcnt = max($mcnt, $cmcnt); if ($mcnt == $cmcnt) { @found = @cfound; } if ((not $modus) and ($cmcnt >= $conf->{focr_counts_required})) { if ($mcnt == $cmcnt) { $modus_match = 0; } debuglog("Enough OCR Hits without space stripping, skipping second matching pass..."); last; } elsif (not $modus) { debuglog("Not enough OCR Hits without space stripping, doing second matching pass..."); if ($mcnt == $cmcnt) { $modus_match = 1; } } } if ($mcnt >= $conf->{focr_counts_required} and $conf->{focr_minimal_scanset}) { infolog("Scanset \"$scanlabel\" generates enough hits ($mcnt), skipping further scansets..."); if ($conf->{focr_autosort_scanset}) { foreach my $s (@$scansets) { if ($s->{label} eq $scanlabel) { if ($s->{hit_counter} < $conf->{focr_autosort_buffer}) { $s->{hit_counter} = $s->{hit_counter} + 1; } } else { if ($s->{hit_counter} > 0) { $s->{hit_counter} = $s->{hit_counter} - 1; } } } } last; } } if ($conf->{focr_enable_image_hashing}) { my $info = join('::',$mcnt,$$pic{fname},$$pic{ctype},$$pic{ftype},$digest); push(@hashes, $info); } # Normal match or match without spaces? if ($modus_match) { $cnt += $mcnt; } else { $cnt += $conf->{focr_twopass_scoring_factor} * $mcnt; } } close RAWERR if ($haserr>0); if ($cnt == 0) { if ($conf->{focr_enable_image_hashing} > 1 and @hashes) { infolog("Message is ham, saving..."); foreach my $h (@hashes) { my ($mcnt,$fname,$ctype,$ftype,$digest) = split('::',$h,5); next if $mcnt; my $whash = $conf->{focr_enable_image_hashing} == 3 ? $conf->{focr_mysql_safe} : $conf->{focr_db_safe}; add_image_hash_db($digest,0,$whash,$fname,$ctype,$ftype); } } } else { my $score = '0.000'; my $debuginfo = ("Words found:\n".join( "\n", @found )."\n($cnt word occurrences found)" ); if ($cnt >= $conf->{focr_counts_required}) { $score = sprintf "%0.3f", $conf->{focr_base_score} + (( $cnt - $conf->{focr_counts_required} ) * $conf->{focr_add_score} ); infolog("Message is spam, score = $score"); } else { $score = sprintf("%0.3f", $conf->{focr_add_score} * $cnt) if $conf->{focr_score_ham}; infolog("Message is ham, score = $score"); } if ($conf->{focr_enable_image_hashing} and $conf->{focr_hashing_learn_scanned} and $score > 0) { foreach my $h (@hashes) { my ($mcnt,$fname,$ctype,$ftype,$digest) = split('::',$h,5); next unless $mcnt; my $whash = $conf->{focr_enable_image_hashing} == 3 ? $conf->{focr_mysql_hash} : $conf->{focr_db_hash}; add_image_hash_db($digest,$score,$whash,$fname,$ctype,$ftype,$debuginfo); } } if ( $conf->{focr_verbose} > 0 and $conf->{focr_verbose} < 3 ) { infolog($debuginfo) unless ($conf->{focr_enable_image_hashing} == 3); } for my $set ( 0 .. 3 ) { $pms->{conf}->{scoreset}->[$set]->{"FUZZY_OCR"} = $score; } #$pms->test_log("Words found:"); #foreach (@found) { # $pms->test_log($_); # } # $pms->test_log("($cnt word occurrences found)"); my @dinfo = split('\n', $debuginfo); foreach (@dinfo) { $pms->test_log($_); } $pms->_handle_hit( "FUZZY_OCR", $score, "BODY: ", "BODY", $pms->{conf}->get_description_for_rule("FUZZY_OCR")); } if ($imgerr == 0 and $conf->{focr_keep_bad_images}<2) { removedirs(get_all_tmpdirs()); } if ($conf->{focr_enable_image_hashing} == 3) { if (defined $conf->{focr_mysql_ddb}) { $conf->{focr_mysql_ddb}->disconnect; } } debuglog("FuzzyOcr ending successfully..."); return 0; } 1; #vim: et ts=4 sw=4 FuzzyOcr-3.6.0/FuzzyOcr.scansets0000644000175000001440000000273111207335640016203 0ustar decoderusers# This file contains the scansets # Do not modify this on your own unless you have read the manual and know what you're doing # Note: If the focr_minimal_scanset option is enabled (default), # not all of these scansets run for every picture. But be aware # that for ham images, all of them will always run. # Standard Ocrad Scanset scanset ocrad { command = $ocrad args = -s5 $input } # Inverted Ocrad scanset scanset ocrad-invert { command = $ocrad args = -s5 -i $input } # Inverted Ocrad scanset with decolorization scanset ocrad-decolorize-invert { preprocessors = ppmtopgm, pamthreshold, pamtopnm command = $ocrad args = -s5 -i $input } # Ocrad scanset with decolorization scanset ocrad-decolorize { preprocessors = ppmtopgm, pamthreshold, pamtopnm command = $ocrad args = -s5 $input } # Standard Gocr Scanset scanset gocr { command = $gocr args = -i $input } # Tweaked Gocr Scanset scanset gocr-180 { command = $gocr args = -l 180 -d 2 -i $input } # An example Scanset how to use tesseract (disabled by default) #scanset tesseract { # preprocessors = maketiff # command = $tesseract # args = $input $output # force_output_in = $output.txt #} # Another example, this basically does the same as the inverted Ocrad Scanset # Only listed here to serve as example, ocrad-invert does this already # #scanset gocr-invert { # preprocessors = normalize, invert, normalize # command = $gocr # args = -i $input #} FuzzyOcr-3.6.0/FuzzyOcr.cf0000644000175000001440000002643711207335640014761 0ustar decoderusers# Syntax: # loadplugin # path where Plugin resides. loadplugin FuzzyOcr FuzzyOcr.pm body FUZZY_OCR eval:fuzzyocr_check() body FUZZY_OCR_WRONG_CTYPE eval:dummy_check() body FUZZY_OCR_CORRUPT_IMG eval:dummy_check() body FUZZY_OCR_WRONG_EXTENSION eval:dummy_check() body FUZZY_OCR_KNOWN_HASH eval:dummy_check() describe FUZZY_OCR Mail contains an image with common spam text inside describe FUZZY_OCR_WRONG_CTYPE Mail contains an image with wrong content-type set describe FUZZY_OCR_WRONG_EXTENSION Mail contains an image with wrong file extension describe FUZZY_OCR_CORRUPT_IMG Mail contains a corrupted image describe FUZZY_OCR_KNOWN_HASH Mail contains an image with known hash priority FUZZY_OCR 900 ### ### Plugin Configuration ### ### ### Logging options ### # Verbosity level (see manual) # Level 0 - Errors only # Level 1 - Errors and Warnings # Level 2 - Errors, Warnings and Info Messages # Level 3 - Full debug output # Default value: 1 #focr_verbose 3 # Log Message-Id, From, To # Default: 1 #focr_log_pmsinfo 0 # Send logging output to stderr. # Default value: 1 #focr_log_stderr 0 # Logfile (make sure it is writable by the plugin) # Default value: none #focr_logfile /tmp/FuzzyOcr.log ### ### Wordlists ### # Here we defined the words to scan for # Default value: /etc/mail/spamassassin/FuzzyOcr.words #focr_global_wordlist /etc/mail/spamassassin/FuzzyOcr.words # # This is the path RELATIVE to the respective home directory # for the personalized list. This list is merged with the global # word list on execution. # Default value: ~/.spamassassin/fuzzyocr.words # If value begins with '/', it is treated as fixed path. #focr_personal_wordlist fuzzyocr.words # # This option allows you to disable the whole personalization stuff, # i.e. FuzzyOcr will not call functions in SA that require home # directories for your users. This is only required if you are running # an environment where the users don't have home directories at all. # Default value: 0 # #focr_no_homedirs 1 # ## Optionally, disable this option if you want to scan for numbers ## Setting this to 0 will cause FuzzyOcr not to strip numbers from ## both the wordlist and the OCR results # #focr_strip_numbers 1 ### ### Helper Applications ### # These parameters can be used to change other detection settings # If you leave these commented out, the defaults will be used. # Do not use " " around any parameters! ### ### Step 1: ### Inform the plugin which helper apps are required. ### # The following are already included by default: # #focr_bin_helper gifsicle, giffix, giftext, gifinter, giftopnm #focr_bin_helper jpegtopnm, pngtopnm, bmptopnm, tifftopnm, ppmhist #focr_bin_helper gocr, ocrad # Include additional scanner/preprocessor commands here: # focr_bin_helper pnmnorm, pnminvert, pamthreshold, ppmtopgm, pamtopnm focr_bin_helper tesseract # These helpers must be defined before enabling PDF scanning #focr_bin_helper pdfinfo, pdftops, pstopnm ### ### Step 2: ### Inform the plugin of the search path to find all helper apps. ### Only the first match will be considered, so the order is important. ### # Search path for locating helper applications #focr_path_bin /usr/local/netpbm/bin:/usr/local/bin:/usr/bin ### ### Step 3: ### You can optionally define a helper application location, bypassing ### the search path algorithm. Please note that if the helper app is not ### previously defined, it will generate an error: #focr_bin_gifsicle /usr/bin/gifsicle #focr_bin_giffix /usr/bin/giffix #focr_bin_giftext /usr/bin/giftext #focr_bin_gifinter /usr/bin/gifinter #focr_bin_giftopnm /usr/bin/giftopnm #focr_bin_jpegtopnm /usr/bin/jpegtopnm #focr_bin_pngtopnm /usr/bin/pngtopnm #focr_bin_bmptopnm /usr/bin/bmptopnm #focr_bin_tifftopnm /usr/bin/tifftopnm #focr_bin_ppmhist /usr/bin/ppmhist #focr_bin_gocr /usr/bin/gocr #focr_bin_ocrad /usr/bin/ocrad #focr_bin_pnmnorm /usr/bin/pnmnorm #focr_bin_pnminvert /usr/bin/pnminvert #focr_bin_pdfinfo /usr/bin/pdfinfo #focr_bin_pdftops /usr/bin/pdftops #focr_bin_pstopnm /usr/bin/pstopnm ### ### Scansets ### # Paths to the files containing Scansets and Preprocessors definitions # #focr_preprocessor_file /etc/mail/spamassassin/FuzzyOcr.preps #focr_scanset_file /etc/mail/spamassassin/FuzzyOcr.scansets # Setting this to 1 will cause FuzzyOcr to skip all other scansets, # if a scanset has reached the amount of hits specified in # focr_counts_required. (i.e. if the image is detected as spam). # This saves resources, but lowers the scores because not the best, # but the first best scanset is taken as result. # Default value: 1 #focr_minimal_scanset 0 # This option is only used when focr_minimal_scanset is enabled. # Basically, this counts the effectiveness of a scanset on the current # mail traffic and resorts the scansets with the most effective first. # This saves unnecessary scanner passes and saves resources. # Default value: 1. #focr_autosort_scanset 0 # This is a parameter for the focr_autosort_scanset function, and specifies # the maximum value of the effectiveness counter used in each scanset. If you # increase this, it will take longer until the autosort function adapts to new # types of spam, setting it too low will lower the effectiveness of the # function. # Default value: 10 #focr_autosort_buffer 10 ### ### Scan Settings ### # Timeout for the plugin, in seconds. (Maximum runtime of the plugin) # Default value: 10 #focr_timeout 15 # Use a global timeout value instead of per helper application. # Default value: 0 #focr_global_timeout 1 # Minimum image size to scan. Images with dimensions smaller than the # ones specified here will be skipped: # (This parameter does not apply to PDF files) # Default: Height:4 Width:4 # #focr_min_height 4 #focr_min_width 4 # Maximum image size to scan. Images with dimensions bigger than the # ones specified here will be skipped: # (This parameter does not apply to PDF files) # Default: Height:800 Width:800 # #focr_max_height 800 #focr_max_width 800 # Maximum file size for different formats in byte, bigger pictures # will not be scanned # Default values: Unlimited) #focr_max_size_gif 80000 #focr_max_size_jpeg 100000 #focr_max_size_png 80000 #focr_max_size_bmp 500000 #focr_max_size_tiff 500000 # Skip checking the following image types # Default value: 0 (check image type) #focr_skip_gif 1 #focr_skip_jpeg 1 #focr_skip_png 1 #focr_skip_bmp 1 #focr_skip_tiff 1 # # PDF specific options # WARNING: Enable this at your own risk, this might lead to false positives and classify # important documents as spam. YOU HAVE BEEN WARNED. #focr_scan_pdfs 0 # PDFs having more pages than this value will be skipped #focr_pdf_maxpages 1 # Default detection treshold (see manual) # Default value: 0.25 (Can be changed on a per word basis in the wordlist). #focr_threshold 0.20 # Number of minimum matches before the rule scores (Default value: 2) #focr_counts_required 3 # Setting this will cause every word to be matched only once per image (Default value: 0) #focr_unique_matches 1 # This is the score for a hit after focr_counts_required matches # Default value: 5 #focr_base_score 5 # This is the additional score for every additional match after # focr_counts_required matches # Default value: 1 #focr_add_score 0.375 # This option defines the factor, which is multiplied with the number # of matches, that were made without stripping spaces. FuzzyOcr does two # matching attempts on OCR results, one without space strippings and one with. # To weight the first match type more, this factor is applied. # Default value: 1.5 #focr_twopass_scoring_factor 1.5 # This is the score to give for a wrong content-type. # e.g. JPEG image but content type says GIF # Default value: 1.5 #focr_wrongctype_score 1.5 # This is the score to give for a wrong file extension. # e.g. JPEG image but file extension says GIF # Default value: 1.5 #focr_wrongext_score 1.5 # This is the score to give for a corrupted image. # This currently affects only GIF images # Default value: 2.5 #focr_corrupt_score 2.5 # This is the score to give for a corrupted unfixable image. # This currently affects only GIF images. # Default value: 5 #focr_corrupt_unfixable_score 5 # This is used to disable the OCR engine if the message has # already more points than this value # Default value: 10 #focr_autodisable_score 30 # This is used to disable the OCR engine if the message has # already less points than this value # Default value: -5 #focr_autodisable_negative_score -5 ### ### Hashing Options (Optional) ### # Select which type of image hashing to use: # Default value: 0 (disabled) # Allowed values: # 1 ... use digest_hash only (deprecated) # 2 ... use digest_db w/digest_hash import (see requirements, recommended) # 3 ... use mysql database (see requirements, experimental) #-- # The score is saved with the hash in the database, allowing the plugin to # skip the scans when the image is found in the database, using the score # from the previous scans. #-- #focr_enable_image_hashing 3 # Set this to skip updating the hashing database at startup # Default value: 0 (update at startup) #focr_skip_updates 1 # Automatically add hashes of spam images recognized by OCR to the Image # Hash database, to disable, set to 0 # Default value: 1 (learn) #focr_hashing_learn_scanned 1 # Score images who's global word count is below focr_counts_required using # the following formulae: (focr_add_score * word count) as score. # Default value: 0 (ignore images) #focr_score_ham 1 # If the image hash database feature is enabled (Type 1 Hashing), # specify the file to use as database # Default value: /etc/mail/spamassassin/FuzzyOcr.hashdb #focr_digest_db /etc/mail/spamassassin/FuzzyOcr.hashdb # If the image hash db feature is enabled (Type 2 Hashing), # specify the file to use as the SPAM database # Default value: /etc/mail/spamassassin/FuzzyOcr.db #focr_db_hash /etc/mail/spamassassin/FuzzyOcr.db # If the image hash db feature is enabled (Type 2 Hashing), # specify the file to use as the HAM database # Default value: /etc/mail/spamassassin/FuzzyOcr.safe.db #focr_db_safe /etc/mail/spamassassin/FuzzyOcr.safe.db # Auto-prune: Expire records from hasing databases after these many days # Default value: 35 #focr_db_max_days 15 ### ### MySQL options (Type 3 Hashing) ### #focr_mysql_db FuzzyOcr #focr_mysql_hash Hash #focr_mysql_safe Safe #focr_mysql_user fuzzyocr #focr_mysql_pass fuzzyocr #focr_mysql_host localhost #focr_mysql_port 3306 #focr_mysql_socket /tmp/mysql.sock # If set, the database table is updated with different data from one of # the following: # + filename, # + image-params, # + content-type, # + file-type, # + score, # + word-info # Default value: 0 #focr_mysql_update_hash 1 ### ### Miscellaneous Options ### # The pluging uses a temporary directory to store intermediate information. # In order to Keep these files for debugging purposes use any of these # values: # 0 = always cleanup (default value) # 1 = keep only if error # 2 = always keep #-- # Keeping these intermediate files could fill your HDD _very_ fast! # Make shure you periodically empty your temp dir (usually: /tmp) or # suffer the conscecuences. You've been warned!! #-- #focr_keep_bad_images 1 ################################################################# # DO NOT REMOVE THIS LINE, IT IS REQUIRED UNDER ALL CIRCUMSTANCES focr_end_config FuzzyOcr-3.6.0/LICENSE0000644000175000001440000000145311207335640013650 0ustar decoderusers# <@LICENSE> # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to you under the Apache License, Version 2.0 # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at: # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. #