File:  [LON-CAPA] / loncom / metadata_database / parse_activity_log.pl
Revision 1.2: download - view: text, annotated - select for diffs
Wed Aug 18 19:33:27 2004 UTC (19 years, 9 months ago) by matthew
Branches: MAIN
CVS tags: HEAD
Added logging code.

    1: #!/usr/bin/perl
    2: #
    3: # The LearningOnline Network
    4: #
    5: # $Id: parse_activity_log.pl,v 1.2 2004/08/18 19:33:27 matthew Exp $
    6: #
    7: # Copyright Michigan State University Board of Trustees
    8: #
    9: # This file is part of the LearningOnline Network with CAPA (LON-CAPA).
   10: #
   11: # LON-CAPA is free software; you can redistribute it and/or modify
   12: # it under the terms of the GNU General Public License as published by
   13: # the Free Software Foundation; either version 2 of the License, or
   14: # (at your option) any later version.
   15: #
   16: # LON-CAPA is distributed in the hope that it will be useful,
   17: # but WITHOUT ANY WARRANTY; without even the implied warranty of
   18: # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
   19: # GNU General Public License for more details.
   20: #
   21: # You should have received a copy of the GNU General Public License
   22: # along with LON-CAPA; if not, write to the Free Software
   23: # Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307  USA
   24: #
   25: # /home/httpd/html/adm/gpl.txt
   26: #
   27: # http://www.lon-capa.org/
   28: #
   29: ###############################################################################
   30: #
   31: # Expects
   32: #
   33: # ../key/$class.key - key file $username:$keynumber
   34: # ../rawdata/$class.log - log file
   35: # ../rawdata/$class.seq - sequence file
   36: # ../data writable
   37: # ------------------------------------------------------------------ Course log
   38: 
   39: #
   40: # Exit codes
   41: #   0     Everything is okay
   42: #   1     Another copy is running on this course
   43: #   2     Activity log does not exist
   44: #   3     Unable to connect to database
   45: #   4     Unable to create database tables
   46: #   5     Unspecified error?
   47: #
   48: 
   49: use strict;
   50: use DBI;
   51: use lib '/home/httpd/lib/perl/Apache';
   52: use lonmysql();
   53: use Time::HiRes();
   54: use Getopt::Long();
   55: 
   56: #
   57: # Determine parameters
   58: my ($help,$course,$domain,$drop,$file,$time_run,$nocleanup,$log);
   59: &Getopt::Long::GetOptions( "course=s"  => \$course,
   60:                            "domain=s"  => \$domain,
   61:                            "help"      => \$help,
   62:                            "logfile=s" => \$file,
   63:                            "timerun"   => \$time_run,
   64:                            "nocleanup" => \$nocleanup,
   65:                            "drop"      => \$drop,
   66:                            "log"       => \$log);
   67: if (! defined($course) || $help) {
   68:     print<<USAGE;
   69: parse_activity_log.pl
   70: 
   71: Process a lon-capa activity log into a database.
   72: Parameters:
   73:    course             Required
   74:    domain             Optional
   75:    drop               optional   if present, drop all course 
   76:                                  specific activity log tables.
   77:    file               optional   Specify the file to parse, including path
   78:    time               optional   if present, print out timing data
   79:    nocleanup          optional   if present, do not remove old files
   80:    log                optional   if present, prepare log file of activity
   81: Examples:
   82:   $0 -course=123456abcdef -domain=msu
   83:   $0 -course=123456abcdef -file=activity.log
   84: USAGE
   85:     exit;
   86: }
   87: 
   88: ##
   89: ## Set up timing code
   90: ##
   91: my $time_this = \&nothing;
   92: if ($time_run) {
   93:     $time_this = \&time_action;
   94: }
   95: my $initial_time = Time::HiRes::time;
   96: 
   97: ##
   98: ## Set up logging code
   99: ##
  100: my $logthis = \&nothing;
  101: if ($log) {
  102:     my $logfile = "/tmp/parse_activity_log.log.".time;
  103:     print STDERR "$0: logging to $logfile".$/;
  104:     if (! open(LOGFILE,">$logfile")) {
  105:         die "Unable to open $logfile for writing.  Run aborted.";
  106:     } else {
  107:         $logthis = \&log_to_file;
  108:     }
  109: }
  110: ##
  111: ## Read in configuration parameters
  112: ##
  113: my %perlvar;
  114: &initialize_configuration();
  115: if (! defined($domain) || $domain eq '') {
  116:     $domain = $perlvar{'lonDefDomain'};
  117: }
  118: &update_process_name($course.'@'.$domain);
  119: 
  120: ##
  121: ## Determine filenames
  122: ##
  123: my $sourcefilename;   # activity log data
  124: my $newfilename;      # $sourcefilename will be renamed to this
  125: my $sql_filename;  # the mysql backup data file name.
  126: if ($file) {
  127:     $sourcefilename = $file;
  128: } else {
  129:     $sourcefilename = &get_filename($course,$domain);
  130: }
  131: $sql_filename = $sourcefilename;
  132: $sql_filename =~ s|[^/]*$|activity.log.sql|;
  133: 
  134: ##
  135: ## There will only be a $newfilename file if a copy of this program is already
  136: ## running.
  137: my $newfilename = $sourcefilename.'.processing';
  138: if (-e $newfilename) {
  139:     warn "$newfilename exists";
  140:     $logthis->($newfilename.' exists');
  141:     exit 2;
  142: }
  143: 
  144: if (-e $sourcefilename) {
  145:     rename($sourcefilename,$newfilename);
  146:     $logthis->("renamed $sourcefilename to $newfilename");
  147: }
  148: 
  149: ##
  150: ## Table definitions
  151: ##
  152: my $prefix = $course.'_'.$domain.'_';
  153: my $student_table = $prefix.'students';
  154: my $student_table_def = 
  155: { id => $student_table,
  156:   permanent => 'no',
  157:   columns => [
  158:               { name => 'student_id',
  159:                 type => 'MEDIUMINT UNSIGNED',
  160:                 restrictions => 'NOT NULL',
  161:                 auto_inc => 'yes', },
  162:               { name => 'student',
  163:                 type => 'VARCHAR(100) BINARY',
  164:                 restrictions => 'NOT NULL', },
  165:               ],
  166:       'PRIMARY KEY' => ['student_id',],
  167:           };
  168: 
  169: my $res_table = $prefix.'resource';
  170: my $res_table_def = 
  171: { id => $res_table,
  172:   permanent => 'no',
  173:   columns => [{ name => 'res_id',
  174:                 type => 'MEDIUMINT UNSIGNED',
  175:                 restrictions => 'NOT NULL',
  176:                 auto_inc     => 'yes', },
  177:               { name => 'resource',
  178:                 type => 'MEDIUMTEXT',
  179:                 restrictions => 'NOT NULL'},
  180:               ],
  181:   'PRIMARY KEY' => ['res_id'],
  182: };
  183: 
  184: my $action_table = $prefix.'actions';
  185: my $action_table_def =
  186: { id => $action_table,
  187:   permanent => 'no',
  188:   columns => [{ name => 'action_id',
  189:                 type => 'MEDIUMINT UNSIGNED',
  190:                 restrictions => 'NOT NULL',
  191:                 auto_inc     => 'yes', },
  192:               { name => 'action',
  193:                 type => 'VARCHAR(100)',
  194:                 restrictions => 'NOT NULL'},
  195:               ],
  196:   'PRIMARY KEY' => ['action_id',], 
  197: };
  198: 
  199: my $machine_table = $prefix.'machine_table';
  200: my $machine_table_def =
  201: { id => $machine_table,
  202:   permanent => 'no',
  203:   columns => [{ name => 'machine_id',
  204:                 type => 'MEDIUMINT UNSIGNED',
  205:                 restrictions => 'NOT NULL',
  206:                 auto_inc     => 'yes', },
  207:               { name => 'machine',
  208:                 type => 'VARCHAR(100)',
  209:                 restrictions => 'NOT NULL'},
  210:               ],
  211:   'PRIMARY KEY' => ['machine_id',],
  212:  };
  213: 
  214: my $activity_table = $prefix.'activity';
  215: my $activity_table_def = 
  216: { id => $activity_table,
  217:   permanent => 'no',
  218:   columns => [
  219:               { name => 'res_id',
  220:                 type => 'MEDIUMINT UNSIGNED',
  221:                 restrictions => 'NOT NULL',},
  222:               { name => 'time',
  223:                 type => 'DATETIME',
  224:                 restrictions => 'NOT NULL',},
  225:               { name => 'student_id',
  226:                 type => 'MEDIUMINT UNSIGNED',
  227:                 restrictions => 'NOT NULL',},
  228:               { name => 'action_id',
  229:                 type => 'MEDIUMINT UNSIGNED',
  230:                 restrictions => 'NOT NULL',},
  231:               { name => 'idx',                # This is here in case a student
  232:                 type => 'MEDIUMINT UNSIGNED', # has multiple submissions during
  233:                 restrictions => 'NOT NULL',   # one second.  It happens, trust
  234:                 auto_inc     => 'yes', },     # me.
  235:               { name => 'machine_id',
  236:                 type => 'MEDIUMINT UNSIGNED',
  237:                 restrictions => 'NOT NULL',},
  238:               { name => 'action_values',
  239:                 type => 'MEDIUMTEXT', },
  240:               ], 
  241:       'PRIMARY KEY' => ['res_id','time','student_id','action_id','idx'],
  242: };
  243: my @Activity_Tables = ($student_table_def,$res_table_def,
  244:                        $action_table_def,$machine_table_def,
  245:                        $activity_table_def);
  246: 
  247: 
  248: ##
  249: ## End of table definitions
  250: ##
  251: 
  252: # 
  253: &Apache::lonmysql::set_mysql_user_and_password($perlvar{'lonSqlUser'},
  254:                                                $perlvar{'lonSqlAccess'});
  255: if (!&Apache::lonmysql::verify_sql_connection()) {
  256:     warn "Unable to connect to MySQL database.";
  257:     $logthis->("Unable to connect to MySQL database.");
  258:     exit 3;
  259: }
  260: 
  261: if ($drop) { &drop_tables(); $logthis->('dropped tables'); }
  262: if (-e $sql_filename) {
  263:     $logthis->('reading in from '.$sql_filename);
  264:     # if ANY one of the tables does not exist, load the tables from the
  265:     # backup.
  266:     my @Current_Tables = &Apache::lonmysql::tables_in_db();
  267:     my %Found;
  268:     foreach my $tablename (@Current_Tables) {
  269:         foreach my $table (@Activity_Tables) {
  270:             if ($tablename eq  $table->{'id'}) {
  271:                 $Found{$tablename}++;
  272:             }
  273:         }
  274:     }
  275:     foreach my $table (@Activity_Tables) {    
  276:         if (! $Found{$table->{'id'}}) {
  277:             $time_this->();
  278:             &load_backup_tables($sql_filename);
  279:             $time_this->('load backup tables');
  280:             last;
  281:         }
  282:     }
  283: }
  284: 
  285: # create_tables does not complain if the tables already exist
  286: if (! &create_tables()) {
  287:     warn "Unable to create tables";
  288:     $logthis->('Unable to create tables');
  289:     exit 4;
  290: }
  291: 
  292: $logthis->('reading id tables');
  293: &read_id_tables();
  294: $logthis->('finished reading id tables');
  295: 
  296: ##
  297: ## Do the main bit of work
  298: if (-e $newfilename) {
  299:     my $result = &process_courselog($newfilename);
  300:     if (! defined($result)) {
  301:         # Something went wrong along the way...
  302:         $logthis->('process_courselog returned undef');
  303:         exit 5;
  304:     } elsif ($result > 0) {
  305:         $time_this->();
  306:         $logthis->('process_courselog returned '.$result.' backup up tables');
  307:         &backup_tables($sql_filename);
  308:         $time_this->('write backup tables');
  309:     }
  310: }
  311: 
  312: ##
  313: ## Clean up the filesystem
  314: ##
  315: &Apache::lonmysql::disconnect_from_db();
  316: unlink($newfilename) if (! $nocleanup);
  317: 
  318: if ($time_run) {
  319:     my $elapsed_time = Time::HiRes::time - $initial_time;
  320:     print "Overall time: ".$elapsed_time.$/;
  321:     print &outputtimes();
  322:     $logthis->("Overall time: ".$elapsed_time);
  323:     $logthis->(&outputtimes());
  324: }
  325: 
  326: if ($log) {
  327:     close LOGFILE;
  328: }
  329: 
  330: exit 0;   # Everything is okay, so end here before it gets worse.
  331: 
  332: ########################################################
  333: ########################################################
  334: ##
  335: ##                 Process Course Log
  336: ##
  337: ########################################################
  338: ########################################################
  339: #
  340: # Returns the number of lines in the activity.log file that were processed.
  341: sub process_courselog {
  342:     my ($inputfile) = @_;
  343:     if (! open(IN,$inputfile)) {
  344:         warn "Unable to open '$inputfile' for reading";
  345:         $logthis->("Unable to open '$inputfile' for reading");
  346:         return undef;
  347:     }
  348:     my ($linecount,$insertcount);
  349:     my $dbh = &Apache::lonmysql::get_dbh();
  350:     #
  351:     # Timing variables
  352:     my @RowData;
  353:     while (my $line=<IN>){
  354:         # last if ($linecount > 1000);
  355:         #
  356:         # Bulk storage variables
  357:         $time_this->();
  358:         chomp($line);
  359:         $linecount++;
  360:         # print $linecount++.$/;
  361:         my ($timestamp,$host,$log)=split(/\:/,$line,3);
  362:         $time_this->('splitline');
  363:         #
  364:         # $log has the actual log entries; currently still escaped, and
  365:         # %26(timestamp)%3a(url)%3a(user)%3a(domain)
  366:         # then additionally
  367:         # %3aPOST%3a(name)%3d(value)%3a(name)%3d(value)
  368:         # or
  369:         # %3aCSTORE%3a(name)%3d(value)%26(name)%3d(value)
  370:         #
  371:         # get delimiter between timestamped entries to be &&&
  372:         $log=~s/\%26(\d{9,10})\%3a/\&\&\&$1\%3a/g;
  373:         $log = &unescape($log);
  374:         $time_this->('translate_and_unescape');
  375:         # now go over all log entries 
  376:         if (! defined($host)) { $host = 'unknown'; }
  377:         my $machine_id = &get_id($machine_table,'machine',$host);
  378:         my $prevchunk = 'none';
  379:         foreach my $chunk (split(/\&\&\&/,$log)) {
  380:             my $warningflag = '';
  381:             $time_this->();
  382: 	    my ($time,$res,$uname,$udom,$action,@values)= split(/:/,$chunk);
  383:             my $student = $uname.':'.$udom;
  384:             if (! defined($res) || $res =~ /^\s*$/) {
  385:                 $res = '/adm/roles';
  386:                 $action = 'LOGIN';
  387: #                $warningflag .= 'res';
  388:             }
  389:             if ($res =~ m|^/prtspool/|) {
  390:                 $res = '/prtspool/';
  391:             }
  392:             if (! defined($action) || $action eq '') {
  393:                 $action = 'VIEW';
  394: #                $warningflag .= 'action';
  395:             }
  396:             if ($action !~ /^(LOGIN|VIEW|POST|CSTORE|STORE)$/) {
  397:                 $warningflag .= 'action';
  398:             }
  399:             if (! defined($student) || $student eq ':') {
  400:                 $student = 'unknown';
  401:                 $warningflag .= 'student';
  402:             }
  403:             if (! defined($res) || $res =~ /^\s*$/) {
  404:                 $res = 'unknown';
  405:                 $warningflag .= 'res';
  406:             }
  407:             if (! defined($action) || $action =~ /^\s*$/) {
  408:                 $action = 'unknown';
  409:                 $warningflag .= 'action';
  410:             }
  411:             if (! defined($time) || $time !~ /^\d+$/) {
  412:                 $time = 0;
  413:                 $warningflag .= 'time';
  414:             }
  415:             #
  416:             $time_this->('split_and_error_check');
  417:             my $student_id = &get_id($student_table,'student',$student);
  418:             my $res_id = &get_id($res_table,'resource',$res);
  419:             my $action_id = &get_id($action_table,'action',$action);
  420:             my $sql_time = &Apache::lonmysql::sqltime($time);
  421:             #
  422:             if (! defined($student_id) || $student_id eq '') { 
  423:                 $warningflag.='student_id'; 
  424:             }
  425:             if (! defined($res_id) || $res_id eq '') { 
  426:                 $warningflag.='res_id'; 
  427:             }
  428:             if (! defined($action_id) || $action_id eq '') { 
  429:                 $warningflag.='action_id'; 
  430:             }
  431:             if ($warningflag ne '') {
  432:                 $logthis->('warningflag ('.$warningflag.') on chunk '.
  433:                            $/.$chunk.$/.'prevchunk = '.$/.$prevchunk);
  434:                 $prevchunk .= $chunk;
  435:                 next; # skip this chunk
  436:             }
  437:             #
  438:             my $values = $dbh->quote(join('',@values));
  439:             $time_this->('get_ids');
  440:             #
  441:             my $row = [$res_id,
  442:                        qq{'$sql_time'},
  443:                        $student_id,
  444:                        $action_id,
  445:                        qq{''},        # idx
  446:                        $machine_id,
  447:                        $values];
  448:             push(@RowData,$row);
  449:             $time_this->('push_row');
  450:             $prevchunk = $chunk;
  451:             #
  452:         }
  453:         $time_this->();
  454:         if ((scalar(@RowData) > 0) && ($linecount % 100 == 0)) {
  455:             my $result = &Apache::lonmysql::bulk_store_rows($activity_table,
  456:                                                             undef,
  457:                                                             \@RowData);
  458:             # $logthis->('result = '.$result);
  459:             $time_this->('bulk_store_rows');
  460:             if (! defined($result)) {
  461:                 my $error = &Apache::lonmysql::get_error();
  462:                 warn "Error occured during insert.".$error;
  463:                 $logthis->('error = '.$error);
  464:             }
  465:             undef(@RowData);
  466:         }
  467:     }
  468:     if (@RowData) {
  469:         $time_this->();
  470:         $logthis->('storing '.$linecount);
  471:         my $result = &Apache::lonmysql::bulk_store_rows($activity_table,
  472:                                                         undef,
  473:                                                         \@RowData);
  474:         $logthis->('result = '.$result);
  475:         $time_this->('bulk_store_rows');
  476:         if (! defined($result)) {
  477:             my $error = &Apache::lonmysql::get_error();
  478:             warn "Error occured during insert.".$error;
  479:             $logthis->('error = '.$error);
  480:         }
  481:         undef(@RowData);
  482:     }
  483:     close IN;
  484: #    print "Number of lines: ".$linecount.$/;
  485: #    print "Number of inserts: ".$insertcount.$/;
  486:     return $linecount;
  487: }
  488: 
  489: 
  490: ##
  491: ## Somtimes, instead of doing something, doing nothing is appropriate.
  492: sub nothing {
  493:     return;
  494: }
  495: 
  496: ##
  497: ## Logging routine
  498: ##
  499: sub log_to_file {
  500:     my ($input)=@_;
  501:     print LOGFILE $input.$/;
  502: }
  503: 
  504: ##
  505: ## Timing routines
  506: ##
  507: {
  508:     my %Timing;
  509:     my $starttime;
  510: 
  511: sub time_action {
  512:     my ($key) = @_;
  513:     if (defined($key)) {
  514:         $Timing{$key}+=Time::HiRes::time-$starttime;
  515:         $Timing{'count_'.$key}++;
  516:     }
  517:     $starttime = Time::HiRes::time;
  518: }
  519: 
  520: sub outputtimes {
  521:     my $Str;
  522:     if ($time_run) {
  523:         $Str = "Timing Data:".$/;
  524:         while (my($k,$v) = each(%Timing)) {
  525:             next if ($k =~ /^count_/);
  526:             my $count = $Timing{'count_'.$k};
  527:             $Str .= 
  528:                 '  '.sprintf("%25.25s",$k).
  529:                 '  '.sprintf('% 8d',$count).
  530:                 '  '.sprintf('%12.5f',$v).$/;
  531:         }
  532:     }
  533:     return $Str;
  534: }
  535: 
  536: }
  537: 
  538: 
  539: ##
  540: ## Use mysqldump to store backups of the tables
  541: ##
  542: sub backup_tables {
  543:     my ($sql_filename) = @_;
  544:     my $command = qq{mysqldump --opt loncapa };
  545:                              
  546:     foreach my $table (@Activity_Tables) {
  547:         my $tablename = $table->{'id'};
  548:         $command .= $tablename.' ';
  549:     }
  550:     $command .= '>'.$sql_filename;
  551:     $logthis->($command);
  552:     system($command);
  553: }
  554: 
  555: ##
  556: ## Load in mysqldumped files
  557: ##
  558: sub load_backup_tables {
  559:     my ($sql_filename) = @_;
  560:     return undef if (! -e $sql_filename);
  561:     # Check for .my.cnf
  562:     my $command = 'mysql -e "SOURCE '.$sql_filename.'" loncapa';
  563:     $logthis->('loading previously saved sql table'.$/.$command);
  564:     system($command);
  565: }
  566: 
  567: ##
  568: ## 
  569: ##
  570: sub initialize_configuration {
  571:     # Fake it for now:
  572:     $perlvar{'lonSqlUser'} = 'www';
  573:     $perlvar{'lonSqlAccess'} = 'localhostkey';
  574:     $perlvar{'lonUsersDir'} = '/home/httpd/lonUsers';
  575:     $perlvar{'lonDefDomain'} = '103';
  576: }
  577: 
  578: sub update_process_name {
  579:     my ($text) = @_;
  580:     $0 = 'parse_activity_log.pl: '.$text;
  581: }
  582: 
  583: sub get_filename {
  584:     my ($course,$domain) = @_;
  585:     my ($a,$b,$c,undef) = split('',$course,4);
  586:     return "$perlvar{'lonUsersDir'}/$domain/$a/$b/$c/$course/activity.log";
  587: }
  588: 
  589: sub create_tables {
  590:     foreach my $table (@Activity_Tables) {
  591:         my $table_id = &Apache::lonmysql::create_table($table);
  592:         if (! defined($table_id)) {
  593:             warn "Unable to create table ".$table->{'id'}.$/;
  594:             warn &Apache::lonmysql::build_table_creation_request($table).$/;
  595:             return 0;
  596:         }
  597:     }
  598:     return 1;
  599: }
  600: 
  601: sub drop_tables {
  602:     foreach my $table (@Activity_Tables) {
  603:         my $table_id = $table->{'id'};
  604:         &Apache::lonmysql::drop_table($table_id);
  605:     }
  606: }
  607: 
  608: #################################################################
  609: #################################################################
  610: ##
  611: ## Database item id code
  612: ##
  613: #################################################################
  614: #################################################################
  615: { # Scoping for ID lookup code
  616:     my %IDs;
  617: 
  618: sub read_id_tables {
  619:     foreach my $table (@Activity_Tables) {
  620:         my @Data = &Apache::lonmysql::get_rows($table->{'id'});
  621:         foreach my $row (@Data) {
  622:             $IDs{$table->{'id'}}->{$row->[1]} = $row->[0];
  623:         }
  624:     }
  625: }
  626: 
  627: sub get_id {
  628:     my ($table,$fieldname,$value) = @_;
  629:     if (exists($IDs{$table}->{$value})) {
  630:         return $IDs{$table}->{$value};
  631:     } else {
  632:         # insert into the table - if the item already exists, that is
  633:         # okay.
  634:         my $result = &Apache::lonmysql::store_row($table,[undef,$value]);
  635:         if (! defined($result)) {
  636:             warn("Got error on id insert for $value\n".&Apache::lonmysql::get_error());
  637:         }
  638:         # get the id
  639:         my @Data = 
  640:             &Apache::lonmysql::get_rows($table,qq{$fieldname='$value'});
  641:         if (@Data) {
  642:             $IDs{$table}->{$value}=$Data[0]->[0];
  643:             return $IDs{$table}->{$value};
  644:         } else {
  645:             $logthis->("Unable to retrieve id for $table $fieldname $value");
  646:             return undef;
  647:         }
  648:     }
  649: }
  650: 
  651: } # End of ID scoping
  652: 
  653: 
  654: ###############################################################
  655: ###############################################################
  656: ##
  657: ##   The usual suspects
  658: ##
  659: ###############################################################
  660: ###############################################################
  661: sub escape {
  662:     my $str=shift;
  663:     $str =~ s/(\W)/"%".unpack('H2',$1)/eg;
  664:     return $str;
  665: }
  666: 
  667: sub unescape {
  668:     my $str=shift;
  669:     $str =~ s/%([a-fA-F0-9][a-fA-F0-9])/pack("C",hex($1))/eg;
  670:     return $str;
  671: }

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