82 lines
		
	
	
		
			2.6 KiB
		
	
	
	
		
			PHP
		
	
	
	
	
	
			
		
		
	
	
			82 lines
		
	
	
		
			2.6 KiB
		
	
	
	
		
			PHP
		
	
	
	
	
	
<?php
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/*
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 * StatusNet - the distributed open-source microblogging tool
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 * Copyright (C) 2012 StatusNet, Inc.
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 *
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 * This program is free software: you can redistribute it and/or modify
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 * it under the terms of the GNU Affero General Public License as published by
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 * the Free Software Foundation, either version 3 of the License, or
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 * (at your option) any later version.
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 *
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 * This program is distributed in the hope that it will be useful,
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 * but WITHOUT ANY WARRANTY; without even the implied warranty of
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 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
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 * GNU Affero General Public License for more details.
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 *
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 * You should have received a copy of the GNU Affero General Public License
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 * along with this program.  If not, see <http://www.gnu.org/licenses/>.
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 */
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define('INSTALLDIR', realpath(dirname(__FILE__) . '/../../..'));
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$shortoptions = 'i:n:t:';
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$longoptions = array('id=', 'nickname=', 'category=');
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$helptext = <<<END_OF_TRAINUSER_HELP
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trainuser.php [options]
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Train user activities against the spam filter
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  -i --id       ID of user to export
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  -n --nickname nickname of the user to export
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  -t --category Category; one of "spam" or "ham"
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END_OF_TRAINUSER_HELP;
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require_once INSTALLDIR.'/scripts/commandline.inc';
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function trainUser($filter, $user, $category) {
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    printfnq("Training user %s\n", $user->nickname);
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    $profile = Profile::staticGet('id', $user->id);
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    $str = new ProfileNoticeStream($profile, $profile);
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    $offset = 0;
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    $limit  = 100;
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    do {
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        $notice = $str->getNotices($offset, $limit);
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        while ($notice->fetch()) {
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            try {
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                printfv("Training notice %d...", $notice->id);
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                $filter->trainOnError($notice, $category);
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                $result = $filter->test($notice);
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                $score = Spam_score::save($notice, $result);
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                printfv("%s\n", ($result->isSpam) ? "SPAM" : "HAM");
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            } catch (Exception $e) {
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                printfnq("ERROR training notice %d\n: %s", $notice->id, $e->getMessage());
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            }
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        }
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        $offset += $notice->N;
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    } while ($notice->N > 0);
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}
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try {
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    $filter = null;
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    Event::handle('GetSpamFilter', array(&$filter));
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    if (empty($filter)) {
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        throw new Exception(_("No spam filter."));
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    }
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    $user = getUser();
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    $category = get_option_value('t', 'category');
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    if ($category !== SpamFilter::HAM &&
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        $category !== SpamFilter::SPAM) {
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        throw new Exception(_("No such category."));
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    }
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    trainUser($filter, $user, $category);
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} catch (Exception $e) {
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    print $e->getMessage()."\n";
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    exit(1);
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}
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