File:  [LON-CAPA] / loncom / interface / lonstatistics.pm
Revision 1.14: download - view: text, annotated - select for diffs
Tue Mar 26 18:11:32 2002 UTC (22 years, 2 months ago) by minaeibi
Branches: MAIN
CVS tags: stable_2002_april, HEAD
Fixed warining that Matthew reported

    1: # The LearningOnline Network with CAPA
    2: # (Publication Handler
    3: #
    4: # $Id: lonstatistics.pm,v 1.14 2002/03/26 18:11:32 minaeibi Exp $
    5: #
    6: # Copyright Michigan State University Board of Trustees
    7: #
    8: # This file is part of the LearningOnline Network with CAPA (LON-CAPA).
    9: #
   10: # LON-CAPA is free software; you can redistribute it and/or modify
   11: # it under the terms of the GNU General Public License as published by
   12: # the Free Software Foundation; either version 2 of the License, or
   13: # (at your option) any later version.
   14: #
   15: # LON-CAPA is distributed in the hope that it will be useful,
   16: # but WITHOUT ANY WARRANTY; without even the implied warranty of
   17: # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
   18: # GNU General Public License for more details.
   19: #
   20: # You should have received a copy of the GNU General Public License
   21: # along with LON-CAPA; if not, write to the Free Software
   22: # Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307  USA
   23: #
   24: # /home/httpd/html/adm/gpl.txt
   25: #
   26: # http://www.lon-capa.org/
   27: #
   28: # (Navigate problems for statistical reports
   29: # YEAR=2001
   30: # 5/05,7/09,7/25/01,8/11,9/13,9/26,10/5,10/9,10/22,10/26 Behrouz Minaei
   31: # 11/1,11/4,11/16,12/14,12/16,12/18,12/20,12/31 Behrouz Minaei
   32: # YEAR=2002
   33: # 1/22,2/1,2/6,2/25,3/2,3/6,3/17,3/21,3/22,3/26 Behrouz Minaei
   34: #
   35: ###
   36: 
   37: package Apache::lonstatistics; 
   38: 
   39: use strict;
   40: use Apache::Constants qw(:common :http);
   41: use Apache::lonnet();
   42: use Apache::lonhomework;
   43: use Apache::loncommon;
   44: use HTML::TokeParser;
   45: use GDBM_File;
   46: 
   47: # -------------------------------------------------------------- Module Globals
   48: my %hash;
   49: my %CachData;
   50: my %GraphDat;
   51: my %OpResp;
   52: my %maps;
   53: my %mapsort;
   54: my %section;
   55: my %StuBox;
   56: my %DiscFac;
   57: my %DisUp;
   58: my %DisLow;
   59: my $UpCnt;
   60: my $CurMap;
   61: my $CurSec;
   62: my $CurStu;
   63: my @cols;
   64: my @list;
   65: my @students;
   66: my $p_count;
   67: my $Pos;
   68: my $r;
   69: my $OpSel1;
   70: my $OpSel2;
   71: my $OpSelDis1;
   72: my $OpSelDis2;
   73: my $OpSel3;
   74: my $OpSel4;
   75: my $GData;
   76: my $cid;
   77: my $firstres;
   78: my $lastres;
   79: my $DiscFlag;
   80: my $HWN;
   81: my $P_Order;
   82: my %Header = (0,"Homework Sets Order",1,"#Stdnts",2,"Tries",3,"Mod",
   83:               4,"Mean",5,"#YES",6,"#yes",7,"%Wrng",8,"DoDiff",
   84:               9,"S.D.",10,"Skew.",11,"D.F.1st",12,"D.F.2nd");#,13,"OpResp");
   85: 
   86: 
   87: #------- Processing upperlist and lowerlist according to each problem
   88: sub ProcessDisc {
   89:     my @List = @_;
   90:     @List = sort (@List);
   91:     my $Count = $#List+1;
   92:     my $Prb;
   93:     my @Dis;
   94:     my $Slvd=0;
   95:     my $tmp;
   96:     my $Sum1=0;
   97:     my $Sum2=0;
   98:     my $nIdx=0;
   99:     my $nStud=0;
  100:     my %Proc;
  101:     undef %Proc;
  102:     while ($nIdx<$Count) {
  103: 	($Prb,$tmp)=split(/\=/,$List[$nIdx]);
  104: 	@Dis=split(/\+/,$tmp);
  105: 	my $Temp = $Prb;
  106: 	do {
  107: 	    $nIdx++;
  108: 	    $nStud++;
  109: 	    $Sum1 += $Dis[0];
  110: 	    $Sum2 += $Dis[1];
  111: 	    ($Prb,$tmp)=split(/\=/,$List[$nIdx]);
  112: 	    @Dis=split(/\+/,$tmp);
  113: 	} while ( $Prb eq $Temp && $nIdx < $Count );
  114: #	$Proc{$Temp}=($Sum1/$nStud).':'.$nStud;
  115: 	$Proc{$Temp}=($Sum1/$nStud).':'.($Sum2/$nStud);
  116: #        $r->print("$nIdx) $Temp --> ($nStud) $Proc{$Temp} <br>");
  117: 	$Sum1=0;
  118: 	$Sum2=0;
  119: 	$nStud=0;
  120:     }
  121:     return %Proc;
  122: }
  123: 
  124: 
  125: #------- Creating Discimination factor   
  126: sub Discriminant {
  127:     my $Count=0;
  128:     foreach (keys(%DiscFac)){ 
  129: 	$Count++;
  130:     }
  131:     $UpCnt = int(0.27*$Count);
  132:     my $low=0;
  133:     my $up=$Count-$UpCnt;
  134:     my @UpList=();
  135:     my @LowList=();
  136:     $Count=0;
  137:     foreach my $key (sort(keys(%DiscFac))){ 
  138: 	$Count++;    
  139:         #$r->print("<br>$Count) $key = $DiscFac{$key}");
  140: 	if ($low < $UpCnt || $Count > $up) {
  141: 	    $low++;
  142: 	    my $str=$DiscFac{$key};
  143: 	    foreach(split(/\:/,$str)){
  144: 		if ($_) {
  145: 		    if ($low<$UpCnt){push(@LowList,$_);}
  146: 		    else {push(@UpList,$_);}
  147: 		}
  148: 	    }
  149: 	}
  150:     }
  151:     %DisUp=&ProcessDisc(@UpList);
  152:     %DisLow=&ProcessDisc(@LowList);
  153: }
  154: 
  155:    
  156: sub NumericSort {          
  157:     $a <=> $b;
  158: }
  159: 
  160: # ------ Create different Student Report 
  161: sub StudentReport {
  162:     my ($sname,$sdom)=@_;
  163:     if ( $sname eq 'All Students' ) {
  164: 	$r->print( '<h3><font color=blue>WARNING: 
  165:                     Please select a student</font></h3>' );
  166: 	return;
  167:     }
  168:     my %result = &Apache::lonnet::dump($cid,$sdom,$sname);
  169:     my $ResId;
  170:     my $PrOrd;
  171:     my $Code;
  172:     my $Tries;
  173:     my $TotalTries = 0;
  174:     my $ParCr = 0;
  175:     my $Wrongs;
  176:     my %TempHash;
  177:     my $Version;
  178:     my $LatestVersion;
  179:     my $PtrTry='';
  180:     my $PtrCod='';
  181:     my $SetNo=0;
  182:     my $Str = "\n".'<table border=2>'.
  183:               "\n".'<tr>'.
  184:               "\n".'<th> # </th>'.
  185: 	      "\n".'<th> Set Title </th>'.
  186: 	      "\n".'<th> Results </th>'.
  187: 	      "\n".'<th> Tries </th>'.
  188: 	      "\n".'</tr>';
  189:     my ($temp)=keys(%result);
  190:     unless ($temp=~/^error\:/) {
  191:         foreach my $CurCol (@cols) {
  192: 	    if (!$CurCol){
  193: 		my $Set=&Apache::lonnet::declutter($hash{'map_id_'.$1});
  194: 		if ( $Set ) {
  195: 		    $SetNo++;
  196: 		    $Str .= "\n"."<tr>".
  197: 			    "\n"."<td> $SetNo </td>".
  198:                             "\n"."<td> $Set </td>".
  199:                             "\n"."<td> $PtrCod </td>".
  200:                             "\n"."<td> $PtrTry</td>".
  201:                             "\n"."</tr>";
  202: 		}
  203: 		$PtrTry='';
  204: 		$PtrCod='';
  205: 		next; 
  206: 	    }
  207: 	    ($PrOrd,$ResId)=split(/\:/,$CurCol);
  208:             $ResId=~/(\d+)\.(\d+)/;
  209:             my $Map = &Apache::lonnet::declutter( $hash{'map_id_'.$1} );
  210:             if ( $CurMap ne 'All Maps' ) {
  211: 		my ( $ResMap, $NameMap ) = split(/\=/,$CurMap);
  212: 		if ( $Map ne $ResMap ) { next; }
  213: 	    }
  214: 	    my $meta=$hash{'src_'.$ResId};
  215: 	    my $PartNo = 0;
  216: 	    undef %TempHash;
  217: 	    foreach (split(/\,/,&Apache::lonnet::metadata($meta,'keys'))){
  218: 		if ($_=~/^stores\_(\w+)\_tries$/) {
  219:                     my $Part=&Apache::lonnet::metadata($meta,$_.'.part');
  220: 		    if ( $TempHash{"$Part"} eq '' ) { 
  221: 			$TempHash{"$Part"} = $Part;
  222: 			$TempHash{$PartNo}=$Part;
  223: 			$TempHash{"$Part.Code"} = '-';  
  224: 			$TempHash{"$Part.PrOrd"} = $PrOrd+$PartNo;  
  225: 			$PartNo++;
  226: 		    }
  227: 		}
  228:             }
  229: 
  230:             my $Prob = $Map.'___'.$2.'___'.
  231:                        &Apache::lonnet::declutter( $hash{'src_'.$ResId} );
  232:             $Code='U';
  233:             $Tries = 0;
  234:             $Wrongs = 0;
  235:   	    $LatestVersion = $result{"version:$Prob"};
  236: 	    if ( $LatestVersion ) {
  237: 		for ( my $Version=1; $Version<=$LatestVersion; $Version++ ) {
  238: 		    my $vkeys = $result{"$Version:keys:$Prob"};
  239: 		    my @keys = split(/\:/,$vkeys);		
  240:   
  241: 		    foreach my $Key (@keys) {		  
  242: 			if (($Key=~/\.(\w+)\.solved$/) && ($Key!~/^\d+\:/)) {
  243: 			    my $Part = $1;
  244: 			    $Tries = $result{"$Version:$Prob:resource.$Part.tries"};
  245: 			    $TempHash{"$Part.Tries"} = ($Tries) ? $Tries : 0; 
  246: 			    $TotalTries += $Tries;
  247: 			    my $Val = $result{"$Version:$Prob:resource.$Part.solved"};
  248: 			    if ( $Val eq 'correct_by_student' )
  249:                                 { $Wrongs = $Tries - 1; $Code = 'Y'; } 
  250: 			    elsif ( $Val eq 'correct_by_override' )
  251:                                 { $Wrongs = $Tries - 1; $Code = 'y'; }                        
  252: 			    elsif ( $Val eq 'incorrect_attempted' || 
  253:                                 $Val eq 'incorrect_by_override' )
  254: 		                { $Wrongs = $Tries; $Code = 'N'; }
  255: 			    $TempHash{"$Part.Code"} = $Code;
  256: 			    $TempHash{"$Part.Wrongs"} = $Wrongs;
  257: 			}
  258:      		    }
  259:                 }
  260: 		for ( my $n = 0; $n < $PartNo; $n++ ) {		  
  261: 		    my $part = $TempHash{$n};
  262: 		    if ($PtrTry ne '') {$PtrTry .= ',';}
  263: 		    $PtrTry .= "$TempHash{$part.'.Tries'}";
  264:                     $PtrCod .= "$TempHash{$part.'.Code'}";    
  265: 		}
  266:             }
  267: 	    else { 
  268: 		for(my $n=0; $n<$PartNo; $n++) { 
  269: 		    if ($PtrTry ne '') {$PtrTry .= ',';}
  270: 		    $PtrTry .= "0";
  271:                     $PtrCod .= "-"; 
  272: 		}
  273: 	    }
  274:         }
  275:     }
  276:     $Str .= "\n".'</table>';
  277:     $r->print($Str);
  278:     $r->rflush();
  279: }
  280: 
  281: sub CreateTable {
  282:     my $ColNo=0;
  283:     foreach (keys(%Header)){ 
  284: 	$ColNo++;
  285:     } 
  286:     my ($Hd, $Hid)=@_;
  287:     if ( $Hd == 1 ) {
  288: 	$r->print('<br><a href="'.$hash{'src_'.$Hid}.
  289:                   '" target="_blank">'.$hash{'title_'.$Hid}.'</a>');
  290:     }
  291:     my $Result = "\n".'<table border=2>';
  292:     $Result .= '<tr><th>P#</th>'."\n";
  293:     for ( my $nIdx=0; $nIdx < $ColNo; $nIdx++ ) { 
  294: 	$Result .= '<th>'.'<input type="submit" name="sort" value="'.
  295:                    $Header{$nIdx}.'" />'.'</th>'."\n";
  296:     }
  297:     $Result .= "\n".'</tr>'."\n";    
  298:     $r->print( $Result );
  299:     $r->rflush();
  300: }
  301: 
  302: sub CloseTable {
  303:     $r->print("\n".'</table>'."\n");
  304:     $r->rflush();
  305: }
  306:  
  307: # ------------------------------------------- Prepare Statistics Table
  308: sub PreStatTable {
  309:     my $CacheDB = "/home/httpd/perl/tmp/$ENV{'user.name'}".
  310:                   "_$ENV{'user.domain'}_$cid\_statistics.db";
  311:     my $GraphDB = "/home/httpd/perl/tmp/$ENV{'user.name'}".
  312:                   "_$ENV{'user.domain'}_$cid\_graph.db";
  313:     my $OpSel11='';
  314:     my $OpSel12='';
  315:     my $OpSel13='';
  316:     my $Status = $ENV{'form.status'};
  317:     if ( $Status eq 'Any' ) { $OpSel13='selected'; }
  318:     elsif ($Status eq 'Expired' ) { $OpSel12 = 'selected'; }
  319:     else { $OpSel11 = 'selected'; }
  320: 
  321:     my $Ptr = '';
  322:     $Ptr .= '<br><b> Student Status: &nbsp; </b>'."\n".
  323:             '<select name="status">'. 
  324:             '<option '.$OpSel11.' >Active</option>'."\n".
  325:             '<option '.$OpSel12.' >Expired</option>'."\n".
  326: 	    '<option '.$OpSel13.' >Any</option> </select> '."\n";
  327:     $Ptr .= '&nbsp;&nbsp;&nbsp;';
  328:     $Ptr .= '<input type=submit name=sort value="Recalculate Statistics"/>'."\n";
  329: 
  330:     $Ptr .= '<br><b> Sorting Type: &nbsp; </b>'."\n".
  331:             '<select name="order"> <option '.$OpSel1.' >Ascending</option>'."\n".
  332: 	    '<option '.$OpSel2.'>Descending</option> </select> '."\n";
  333:     $Ptr .= '&nbsp;&nbsp;&nbsp;';
  334:     $Ptr .= '<input type="submit" name="sort" value="DoDiff Graph" />'."\n";
  335:     $Ptr .= '&nbsp;&nbsp;&nbsp;';
  336:     $Ptr .= '<input type="submit" name="sort" value="%Wrong Graph" />'."\n";
  337: 
  338:     $Ptr .= '<pre>'.
  339:     '<b>  #Stdnts</b>: Total Number of Students opened the problem.<br>'. 
  340:     '<b>  Tries  </b>: Total Number of Tries for solving the problem.<br>'. 
  341:     '<b>  Mod   </b> : Maximunm Number of Tries for solving the problem.<br>'. 
  342:     '<b>  Mean   </b>: Average Number of the tries. [ Tries / #Stdnts ]<br>'.
  343:     '<b>  #YES   </b>: Number of students solved the problem correctly.<br>'. 
  344:     '<b>  #yes   </b>: Number of students solved the problem by override.<br>'.
  345:     '<b>  %Wrng  </b>: Percentage of students tried to solve the problem but'.
  346:     ' still incorrect. [ 100*((#Stdnts-(#YES+#yes))/#Stdnts) ]<br>'.
  347: #    '  DoDiff : Degree of Difficulty of the problem. [ Tries/(#YES+#yes+0.1) ]<br>'. Kashy formula
  348:     '<b>  DoDiff </b>: Degree of Difficulty of the problem. [ 1 - ((#YES+#yes) / Tries) ]<br>'. #Gerd formula
  349:     '<b>  S.D.  </b> : Standard Deviation of the tries.'.
  350:     '[ sqrt(sum((Xi - Mean)^2)) / (#Stdnts-1)'.
  351:     ' where Xi denotes every student\'s tries ]<br>'.
  352:     '<b>  Skew.  </b>: Skewness of the students tries.'.
  353: 	' [ (sqrt( sum((Xi - Mean)^3) / #Stdnts)) / (S.D.^3) ]<br>'.
  354:     '<b>  Dis.F. </b>: Discrimination Factor: A Standard for '.
  355: 	'evaluating the problem according to a Criterion<br>'.
  356: 	'<b>           [Applied Criterion in %27 Upper Students - '.
  357: 	'Applied the same Criterion in %27 Lower Students]</b><br>'.
  358:     '<b>           1st Criterion</b> for Sorting the Students: '.
  359: 	'<b>Sum of Partial Credit Awarded / Total Number of Tries</b><br>'.
  360:     '<b>           2nd Criterion</b> for Sorting the Students: '.
  361: 	'<b>Total number of Correct Answers / Total Number of Tries</b>'.	
  362:             '</pre>';
  363: 
  364:     $r->print($Ptr);
  365:     $r->rflush();	
  366: 
  367:     if ((-e "$CacheDB")&&($ENV{'form.sort'} ne 'Recalculate Statistics')) {
  368: 	if (tie(%CachData,'GDBM_File',"$CacheDB",&GDBM_READER,0640)) {
  369: 	    tie(%GraphDat,'GDBM_File',$GraphDB,&GDBM_WRCREAT,0640);
  370: 	    &Cache_Statistics();
  371:         }
  372:         else {
  373: 	    $r->print("Unable to tie hash to db file");
  374:         }
  375:     }
  376:     else {
  377: 	if (tie(%CachData,'GDBM_File',$CacheDB,&GDBM_WRCREAT,0640)) {
  378: 	    tie(%GraphDat,'GDBM_File',$GraphDB,&GDBM_WRCREAT,0640);
  379: 	    foreach (keys %DiscFac) {delete $CachData{$_};}
  380: 	    foreach (keys %CachData) {delete $CachData{$_};}
  381: 	    $DiscFlag=0;
  382: 	    &Build_Statistics();
  383: 	}
  384:         else {
  385: 	    $r->print("Unable to tie hash to db file");
  386:         }
  387:     }
  388: 
  389: #33333
  390: #    my $c=0;
  391: #    foreach (sort keys %OpResp) {
  392: #	$r->print('<br>'.$c.$_.' ====== '.$OpResp{$_});
  393: #	my $count=$#students+1;
  394: #	for (my $n=0;$n<1;$n++){
  395: #	    my ($sname,$sdom)=$students[$n];
  396: #	    my $Prob=$OpResp{$_};
  397: ##my $userview=&Apache::lonnet::ssi($hash{'src_'.$ResId});
  398: #		$r->print('<br>'.$Prob.$sname.$sdom.$cid.
  399: #			  '<br>'.&Apache::loncommon::get_previous_attempt($Prob,$sname,$sdom,$cid));
  400: #		#$r->print('<br>'.$Prob.$sname. ' *** '.&Apache::lonnet::ssi($hash{'src_'.$Prob})); 
  401: #	}
  402: #	$c++;
  403: #    }
  404: 
  405:     #$r->print('Total instances of the problems : '.($p_count*($#students+1)));
  406: 
  407:     untie(%CachData);
  408:     untie(%GraphDat);
  409: }
  410: 
  411: 
  412: # ------------------------------------- Find the section of student in a course
  413: 
  414: sub usection {
  415:     my ($udom,$unam,$courseid,$ActiveFlag)=@_;
  416:     $courseid=~s/\_/\//g;
  417:     $courseid=~s/^(\w)/\/$1/;
  418:     foreach (split(/\&/,&Apache::lonnet::reply('dump:'.
  419:              $udom.':'.$unam.':roles',
  420:              &Apache::lonnet::homeserver($unam,$udom)))){
  421:         my ($key,$value)=split(/\=/,$_);
  422:         $key=&Apache::lonnet::unescape($key);
  423:         if ($key=~/^$courseid(?:\/)*(\w+)*\_st$/) {
  424:             my $section=$1;
  425:             if ($key eq $courseid.'_st') { $section=''; }
  426: 	    my ($dummy,$end,$start)=split(/\_/,&Apache::lonnet::unescape($value));
  427: 	    if ( $ActiveFlag ne 'Any' ) {
  428: 		my $now=time;
  429: 		my $notactive=0;
  430: 		if ($start) {
  431: 		    if ($now<$start) { $notactive=1; }
  432: 		}
  433: 		if ($end) {
  434: 		    if ($now>$end) { $notactive=1; }
  435: 		}
  436: 		if ((($ActiveFlag eq 'Expired') && $notactive == 1) || 
  437:                     (($ActiveFlag eq 'Active') && $notactive == 0 ) ) {
  438: 		    return $section;
  439: 		}
  440: 		else { return '-1'; } 
  441: 	    }
  442: 	    return $section;
  443:         }
  444:     }
  445:     return '-1';
  446: }
  447: 
  448: 
  449: # ------ Dump the Student's DB file and handling the data for statistics table 
  450: 
  451: sub ExtractStudentData {
  452:     my $student=shift;
  453:     my ($sname,$sdom) = split( /\:/, $student );
  454:     my %result = &Apache::lonnet::dump($cid,$sdom,$sname);
  455:     my $ResId;
  456:     my $PrOrd;
  457:     my $Dis = '';
  458:     my $Code;
  459:     my $Tries;
  460:     my $ParCr;
  461:     my $TotalTries = 0;
  462:     my $TotalOpend = 0;
  463:     my $ProbSolved = 0;
  464:     my $ProbTot = 0;
  465:     my $TimeTot = 0;
  466:     my $TotParCr = 0;
  467:     my $Wrongs;
  468:     my %TempHash;
  469:     my $Version;
  470:     my $LatestVersion;
  471:     my $SecLimit;
  472:     my $MapLimit;
  473:     my ($temp)=keys(%result);
  474:     unless ($temp=~/^error\:/) {
  475:         foreach my $CurCol(@cols) {
  476: 	    ($PrOrd,$ResId)=split(/\:/,$CurCol);
  477: 	    if ( !$CurCol ) { next; }
  478:             $ResId=~/(\d+)\.(\d+)/;
  479: 	    my $MapId=$1;
  480: 	    my $PrbId=$2;
  481:             my $Map = &Apache::lonnet::declutter( $hash{'map_id_'.$MapId} );
  482:             if ( $CurMap ne 'All Maps' ) {
  483: 		my ( $ResMap, $NameMap ) = split(/\=/,$CurMap);
  484: 		if ( $Map ne $ResMap ) { next; }
  485: 	    }
  486: 	    my $meta=$hash{'src_'.$ResId};
  487: 	    my $PartNo = 0;
  488: 	    $Dis .= ':';
  489: 	    undef %TempHash;
  490: 
  491: 	    foreach (split(/\,/,&Apache::lonnet::metadata($meta,'keys'))) { 
  492: 		if ($_=~/^stores\_(\w+)\_tries$/) {
  493:                     my $Part=&Apache::lonnet::metadata($meta,$_.'.part');
  494: 		    if ( $TempHash{"$Part"} eq '' ) { 
  495: 			$TempHash{"$Part"} = $Part;
  496: 			$TempHash{$PartNo}=$Part;
  497: 			$TempHash{"$Part.Code"} = 'U';  
  498: 			$TempHash{"$Part.PrOrd"} = $PrOrd+$PartNo;
  499: 			$PartNo++;
  500: 		    }
  501:                     #my $Part=&Apache::lonnet::metadata($meta,$_.'.part');
  502: 		}
  503:             }
  504: 
  505:             my $Prob = $Map.'___'.$PrbId.'___'.
  506:                        &Apache::lonnet::declutter( $hash{'src_'.$ResId} );
  507:             $Code='U';
  508:             $Tries = 0;
  509: 	    $ParCr = 0;
  510:             $Wrongs = 0;
  511:   	    $LatestVersion = $result{"version:$Prob"};       
  512: 
  513: 	    if ( $LatestVersion ) {
  514: 		for ( my $Version=1; $Version<=$LatestVersion; $Version++ ) {
  515: 		    my $vkeys = $result{"$Version:keys:$Prob"};
  516: 		    my @keys = split(/\:/,$vkeys);		
  517: 
  518: 		    foreach my $Key (@keys) {		  
  519: #333333333
  520: #			if ($OpResp{$PrOrd}) {
  521: #			    if (($Key=~/\.(\w+)\.submission$/)) {
  522: #				my $Resp = $result{"$Version:$Prob:$Key"};
  523: #				$r->print('<br>'.$Prob.'<br>'.$sname.'<br>'.$PrOrd.'<br>'.$Key.'<br><b>'.$Resp.'</b>'); 
  524: #				$r->rflush();
  525: #
  526: #				my %submission=&Apache::lonnet::str2hash($Resp);
  527: #    my $cb=0;
  528: #    foreach (sort keys %submission) {
  529: #	$r->print('<br>'.$cb.')'.$_.' ... '.$submission{$_});
  530: #	$cb++;
  531: #    }
  532: #			    }	  
  533: #			}
  534: 			if (($Key=~/\.(\w+)\.solved$/) && ($Key!~/^\d+\:/)) {
  535: 			    my $Part = $1;
  536: 			    $Tries = $result{"$Version:$Prob:resource.$Part.tries"};
  537: 			    $ParCr = $result{"$Version:$Prob:resource.$Part.awarded"};
  538: 			    my $Time = $result{"$Version:$Prob:timestamp"};
  539: 			    $TempHash{"$Part.Time"} = ($Time) ? $Time : 0;
  540: 			    $TempHash{"$Part.Tries"} = ($Tries) ? $Tries : 0;
  541: 			    $TempHash{"$Part.ParCr"} = ($ParCr) ? $ParCr : 0;        
  542: 			    $TotalTries += $TempHash{"$Part.Tries"};
  543: 			    $TotParCr += $TempHash{"$Part.ParCr"};
  544: 			    my $Val = $result{"$Version:$Prob:resource.$Part.solved"};
  545: 			    if ( $Val eq 'correct_by_student' )
  546:                                { $Wrongs = $Tries - 1; $Code = 'C'; } 
  547: 			    elsif ( $Val eq 'correct_by_override' )
  548:                                { $Wrongs = $Tries - 1; $Code = 'O'; }                        
  549: 			    elsif ( $Val eq 'incorrect_attempted' || 
  550:                                 $Val eq 'incorrect_by_override' )
  551: 		               { $Wrongs = $Tries; $Code = 'I'; }
  552: 			    $TempHash{"$Part.Code"} = $Code;
  553: 			    $TempHash{"$Part.Wrongs"} = $Wrongs;
  554: 			}
  555:      		    }
  556:                 } 
  557: 		for ( my $n = 0; $n < $PartNo; $n++ ) {		  
  558: 		    my $part = $TempHash{$n};
  559: 		    my $Yes = 0;
  560:                     if ( $TempHash{$part.'.Code'} eq 'C' ||
  561:                          $TempHash{$part.'.Code'} eq 'O'  ) 
  562: 		       {$ProbSolved++;$Yes=1;}		
  563: 
  564:  #		    my $ptr = "$hash{'title_'.$ResId}";
  565: 		    my $ptr = $TempHash{$part.'.PrOrd'}.'&'.$ResId;
  566: 
  567: 		    if ( $PartNo > 1 ) {                
  568: 			$ptr .= "*(part $part)";
  569: 			$Dis .= '&';
  570: 		    }
  571: 		    my $Fac = ($TempHash{"$part.Tries"}) ? 
  572:                               ($TempHash{"$part.ParCr"}/$TempHash{"$part.Tries"}) : 0;
  573: 		    my $DisF;
  574: 		    if ( $Fac > 0 &&  $Fac < 1 ) { 
  575: 			$DisF = sprintf( "%.4f", $Fac );
  576: 		    }
  577: 		    else {$DisF = $Fac;}
  578: #		    $DisF .= '+'.$TempHash{"$part.Time"};
  579: 		    $TimeTot += $TempHash{"$part.Time"};
  580: 		    $Dis .= $TempHash{$part.'.PrOrd'}.'='.$DisF.'+'.$Yes;
  581: 		    $ptr .= "&$TempHash{$part.'.Tries'}".
  582: 		            "&$TempHash{$part.'.Wrongs'}".
  583:                             "&$TempHash{$part.'.Code'}";
  584: 		    push (@list, $ptr);
  585: 		    $TotalOpend++;
  586: 		    $ProbTot++;
  587: 		}
  588:             }
  589: 	    #else { 
  590: 		#for(my $n=0; $n<$PartNo; $n++) {
  591: 		#    push (@list, "$TempHash{'0'.'.PrOrd'}.':'.$ResId:0:0:U");
  592: 		#    $ProbTot++; 
  593: 		#}
  594: 	    #}
  595:         }
  596: 	if ( $TotalTries ) {
  597: 	    my $DisFac = ( $TotalTries ) ? ($TotParCr/$TotalTries) : 0;
  598: 	    my $DisFactor = sprintf( "%.4f", $DisFac );
  599: 	    $DiscFac{$DisFactor}=$Dis;
  600: 	    #my $time;
  601: 	    #if ($ProbSolved){
  602: 		#$time = int(($TimeTot/$ProbSolved)-10000000);
  603: 	    #}
  604: 	    #$DiscFac{($DisFactor.':'.$sname.':'.$ProbTot.':'.$TotalOpend.':'.
  605:             #          $TotalTries.':'.$ProbSolved.':'.$time)}=$Dis;
  606: 	}
  607:     }
  608:     #$r->print($sname.' PrCr= '.$TotParCr.' Slvd= '.$ProbSolved.' Tries='.$TotalTries.'<br>');
  609: }
  610: 
  611: 
  612: # ------------------------------------------------------------ Build page table
  613: sub tracetable {
  614:     my ($rid,$beenhere)=@_;
  615:     my $IsMap=0;
  616:     $rid=~/(\d+)\.(\d+)/;
  617:     $maps{&Apache::lonnet::declutter($hash{'map_id_'.$1})}='';#$hash{'title_'.$rid}; 
  618:     #$maps{$HWN}=$hash{'title_'.$rid}; 
  619:     unless ($beenhere=~/\&$rid\&/) {
  620:        $beenhere.=$rid.'&'; 
  621:        if (defined($hash{'is_map_'.$rid})) {
  622: 	   my $cmap=$hash{'map_type_'.$hash{'map_pc_'.$hash{'src_'.$rid}}};
  623:            if ( $cmap eq 'sequence' || $cmap eq 'page' ) { 
  624:                $cols[$#cols+1]=0;
  625: 	       $P_Order++;
  626: 	       $HWN=$P_Order;
  627:                $mapsort{$HWN} = $rid.':';
  628: 	       $IsMap=1;
  629:  
  630:                #$maps{&Apache::lonnet::declutter($hash{'src_'.$rid})}= 
  631:                #      $hash{'title_'.$rid}; 
  632:            }
  633:            if ((defined($hash{'map_start_'.$hash{'src_'.$rid}})) &&
  634:                (defined($hash{'map_finish_'.$hash{'src_'.$rid}}))) {
  635: 	       my $frid=$hash{'map_finish_'.$hash{'src_'.$rid}};
  636: 
  637:                &tracetable($hash{'map_start_'.$hash{'src_'.$rid}},
  638: 			   '&'.$frid.'&');
  639: 
  640: 	       $cols[$#cols+1]=($P_Order+1).':'.$frid;
  641:       
  642: 	       my $meta=$hash{'src_'.$frid};
  643: 	       my $PartNo = 0;
  644: 	       my $Part;
  645: 	#       if ($IsMap==0){
  646:                if ($meta) {
  647: 		   if ($meta=~/\.(problem|exam|quiz|assess|survey|form)$/) {
  648: 		       foreach (split(/\,/,&Apache::lonnet::metadata($meta,'keys'))) {
  649: 			   if ($_=~/^stores\_(\w+)\_tries$/) {
  650: 			       $Part=&Apache::lonnet::metadata($meta,$_.'.part');
  651: 			       $P_Order++;
  652: 			       $mapsort{$HWN} .= '&'.$P_Order;
  653: 			       $PartNo++;
  654: 			       #$r->print('<br>'.$PartNo.'---'.$P_Order);
  655: 			   }
  656: 			   foreach my $K(split(/\,/,&Apache::lonnet::metadata($meta,'packages'))) {
  657: 			       if ($K=~/^optionresponse\_($Part)\_(\w+)$/) {
  658: 				   #$r->print('<br>'.$_.'...'.$P_Order.'---'.$Part);
  659: 				   $OpResp{$P_Order+1}=$frid;
  660: 			       } 
  661: 		   
  662: 			   }
  663: 		       }
  664: 		   }
  665:                }
  666: 	   }
  667: 	 #  }
  668:        } else {
  669: 	   $cols[$#cols+1]=($P_Order+1).':'.$rid;
  670: 	   my $meta=$hash{'src_'.$rid};
  671: 	   my $PartNo = 0;
  672: 	   if ($meta) {
  673: 	       if ($meta=~/\.(problem|exam|quiz|assess|survey|form)$/) {
  674: 		   foreach my $Key(split(/\,/,&Apache::lonnet::metadata($meta,'keys'))) {
  675: 		       if ($Key=~/^stores\_(\w+)\_tries$/) {
  676: 			   my $Part=&Apache::lonnet::metadata($meta,$Key.'.part');
  677: 			   $P_Order++;
  678: 			   $mapsort{$HWN} .= '&'.$P_Order;
  679: 			   $PartNo++;
  680: 			   foreach (split(/\,/,&Apache::lonnet::metadata($meta,'packages'))) {
  681: 			       if ($_=~/^optionresponse\_($Part)\_(\w+)$/) {
  682: 				   #$r->print('<br>'.$_.'...'.$P_Order.'---'.$Part);
  683: 				   $OpResp{$P_Order+1}=$rid;
  684: 			       } 
  685: 		   
  686: 			   }
  687: 
  688: 		       }
  689: 		   }
  690: 	       }
  691: 	   }       
  692:        }
  693:        if (defined($hash{'to_'.$rid})) {
  694:           foreach (split(/\,/,$hash{'to_'.$rid})){
  695:               &tracetable($hash{'goesto_'.$_},$beenhere);
  696:           }
  697:        }
  698:     }
  699: }
  700: 
  701: sub MySort {          
  702:     if ( $Pos > 0 ) {
  703: 	if ($ENV{'form.order'} eq 'Descending') {$b <=> $a;}
  704: 	else { $a <=> $b; }
  705:     }
  706:     else {
  707: 	if ($ENV{'form.order'} eq 'Descending') {$b cmp $a;}
  708: 	else { $a cmp $b; }
  709:     }
  710: }
  711: 
  712: sub Build_Statistics {
  713:     $r->print(<<ENDPOP);
  714:     <script>
  715:     popwin=open('','popwin','width=400,height=100');
  716:     popwin.document.writeln('<html><body bgcolor="#88DDFF">'+
  717:       '<title>LON-CAPA Statistics</title>'+
  718:       '<h4>Computation Progress</h4>'+
  719:       '<form name=popremain>'+
  720:       '<input type=text size=35 name=remaining value=Starting></form>'+
  721:       '</body></html>');
  722:     popwin.document.close();
  723:     </script>
  724: ENDPOP
  725: 
  726:     $r->rflush();
  727: # ---------------------------- Gathering the Data of students' tries
  728:     my $index;
  729:     for ($index=0;$index<=$#students;$index++) {
  730: #----------- update progress
  731:         $r->print('<script>popwin.document.popremain.remaining.value="'.
  732:                   'Computing '.($index+1).'/'.($#students+1).': '.
  733:                   $students[$index].'";</script>');
  734:         $r->rflush();
  735: 
  736:         &ExtractStudentData($students[$index]);
  737:     }
  738: 
  739: # -------------------- sorting the Data
  740:     $r->print('<script>popwin.document.popremain.remaining.value="'.
  741:               'Calculating Discrimination Factors...";</script>');
  742: 
  743:     @list = sort (@list);
  744: 
  745: 
  746:     &Discriminant();
  747: 
  748:     $OpSel2='';
  749:     $OpSel1='selected';
  750:  		   
  751:     $p_count = 0; 
  752:     my $nIdx = 0;
  753:     my $dummy; 
  754:     my $p_val;
  755:     my $ResId;
  756:     my $NoElements = $#list + 1;
  757: #-------------------------------- loop for data representation
  758:     foreach (sort keys %mapsort) {
  759: 	my ($Hid,$pr)=split(/\:/,$mapsort{$_});
  760: 	my @lpr=split(/\&/,$pr);
  761: 	&CreateTable(1,$Hid);
  762: 	for (my $i=1; $i<=$#lpr; $i++) {
  763: 	    my %storestats=();
  764: 	    my ($PrOrd,$Prob,$Tries,$Wrongs,$Code)=split(/\&/,$list[$nIdx]);
  765: 	    my $Temp = $Prob;
  766: 	    my $MxTries = 0;
  767: 	    my $TotalTries = 0;
  768: 	    my $YES = 0;
  769: 	    my $Incorrect = 0;
  770: 	    my $Override = 0;
  771: 	    my $StdNo = 0;
  772: 	    my @StdLst;
  773: 	    while ( $PrOrd == $lpr[$i] ) 
  774: 	    {
  775: 		$nIdx++;
  776: 		$StdNo++;
  777: 		$StdLst[ $StdNo ] = $Tries;
  778: 		$TotalTries += $Tries;
  779: 		if ( $MxTries < $Tries ) { $MxTries = $Tries; } 
  780: 		if ( $Code eq 'C' ){ $YES++; }
  781: 		elsif( $Code eq 'I' ) { $Incorrect++; }
  782: 		elsif( $Code eq 'O' ) { $Override++; }
  783: 		elsif( $Code eq 'U' ) { $StdNo--; }
  784: 		($PrOrd,$Prob,$Tries,$Wrongs,$Code)=split(/\&/,$list[$nIdx]);
  785: 	    }	
  786: 
  787: 	    $p_count++;
  788: 	    my $Dummy;
  789: 	    ($ResId,$Dummy)=split(/\*/,$Temp);
  790: 
  791: 	    $Temp = '<a href="'.$hash{'src_'.$ResId}.
  792:                 '" target="_blank">'.$hash{'title_'.$ResId}.$Dummy.'</a>';
  793:     
  794: 	    my $res = &Apache::lonnet::declutter($hash{'src_'.$ResId});
  795: 	    my $urlres=$res;
  796: 
  797: 	    $ResId=~/(\d+)\.(\d+)/;
  798: 	    my $Map = &Apache::lonnet::declutter( $hash{'map_id_'.$1} );
  799: 	    $urlres=$Map;
  800:  
  801: 	    $res = '<a href="'.$hash{'src_'.$ResId}.'">'.$res.'</a>';
  802: 	    #$Map = '<a href="'.$Map.'">'.$res.'</a>';
  803: 
  804: #------------------------ Compute the Average of Tries about one problem
  805: 	    my $Average = ($StdNo) ? $TotalTries/$StdNo : 0;
  806: 
  807: 	    $storestats{$ENV{'request.course.id'}.'___'.$urlres.'___timestamp'}=time;       
  808: 	    $storestats{$ENV{'request.course.id'}.'___'.$urlres.'___stdno'}=$StdNo;
  809: 	    $storestats{$ENV{'request.course.id'}.'___'.$urlres.'___avetries'}=$Average;
  810:    
  811: #-------------------------------- Compute percentage of Wrong tries
  812: 	    my $Wrong = ( $StdNo ) ? 100 * ( $Incorrect / $StdNo ) : 0;
  813: 
  814: #-------------------------------- Compute Standard Deviation
  815: 	    my $StdDev = 0; 
  816: 	    if ( $StdNo > 1 ) {
  817: 		for ( my $n = 0; $n < $StdNo; $n++ ) {
  818: 		    my $Dif = $StdLst[ $n ]-$Average;
  819: 		    $StdDev += $Dif*$Dif;
  820: 		} 
  821: 		$StdDev /= ( $StdNo - 1 );
  822: 		$StdDev = sqrt( $StdDev );
  823: 	    }
  824: 
  825: #-------------------------------- Compute Degree of Difficulty
  826: 	    my $DoDiff = 0;
  827: 	    if( $TotalTries > 0 ) {
  828: 		$DoDiff = 1 - ( ( $YES + $Override ) / $TotalTries );
  829: #	    $DoDiff =  ($TotalTries)/($YES + $Override+ 0.1);	    
  830: 	    }
  831:        
  832: 	    $storestats{$ENV{'request.course.id'}.'___'.$urlres.'___difficulty'}=$DoDiff;
  833: 
  834: #-------------------------------- Compute the Skewness
  835: 	    my $Skewness = 0;
  836: 	    my $Sum = 0; 
  837: 	    if ( $StdNo > 0 && $StdDev > 0 ) {
  838: 		for ( my $n = 0; $n < $StdNo; $n++ ) {
  839: 		    my $Dif = $StdLst[ $n ]-$Average;
  840: 		    $Skewness += $Dif*$Dif*$Dif;
  841: 		} 
  842: 		$Skewness /= $StdNo;
  843: 	    $Skewness /= $StdDev*$StdDev*$StdDev;
  844: 	    }
  845: 
  846: #--------------------- Compute the Discrimination Factors
  847: 	    my ($Up1,$Up2)=split(/\:/,$DisUp{$lpr[$i]});
  848: 	    my ($Lw1,$Lw2)=split(/\:/,$DisLow{$lpr[$i]});
  849: 	    my $Dis1 = $Up1 - $Lw1;
  850: 	    my $Dis2 = $Up2 - $Lw2;
  851: 	    my $_D1 = sprintf("%.2f", $Dis1);
  852: 	    my $_D2 = sprintf("%.2f", $Dis2);
  853: 
  854: #-----------------  Some restition in presenting the float numbers
  855: 	    my $Avg = sprintf( "%.2f", $Average );
  856: 	    my $Wrng = sprintf( "%.1f", $Wrong );
  857: 	    my $SD = sprintf( "%.1f", $StdDev );
  858: 	    my $DoD = sprintf( "%.2f", $DoDiff );
  859: 	    my $Sk = sprintf( "%.1f", $Skewness );
  860: 	    my $join = $PrOrd.'&'.$Temp.'&'.$StdNo.'&'.
  861:                        $TotalTries.'&'.$MxTries.'&'.$Avg.'&'.
  862:                        $YES.'&'.$Override.'&'.$Wrng.'&'.$DoD.'&'.
  863: 		       $SD.'&'.$Sk.'&'.$_D1.'&'.$_D2.'&'.$Prob;
  864: 	    $CachData{($p_count-1)}=$join;
  865: 
  866: 	    $urlres=~/^(\w+)\/(\w+)/;
  867: 	    if ($StdNo) { 
  868: 		&Apache::lonnet::put('resevaldata',\%storestats,$1,$2); 
  869: 	    }
  870: #-------------------------------- Row of statistical table
  871: 	    if ( $DiscFlag == 0 ) {
  872: 		&TableRow($join,$i,($p_count-1));
  873: 	    } 
  874: 	}
  875: 	&CloseTable();
  876:     }
  877: #--------------------- close Progress Line
  878:     $r->print('<script>popwin.close()</script>');
  879:     $r->rflush(); 
  880: }
  881: 
  882: sub Cache_Statistics {
  883:     my @list = ();
  884:     my $Useful;
  885:     my $UnUseful;
  886:     my %myHeader = reverse( %Header );
  887:     $Pos = $myHeader{$ENV{'form.sort'}};
  888:     if ($Pos > 0) {$Pos++;}
  889:     $p_count = 0;
  890:     foreach my $key( keys %CachData) { 
  891: 	my @Temp=split(/\&/,$CachData{$key});
  892: 	if ( $Pos == 0 ) {
  893: 	    ($UnUseful,$Useful)=split(/\>/,$Temp[$Pos]);
  894: 	}
  895: 	else {
  896: 	    $Useful = $Temp[$Pos];
  897: 	}   
  898: 	$list[$p_count]=$Useful.'@'.$CachData{$key};
  899:         $p_count++;
  900:     }
  901: 
  902:     @list = sort MySort (@list);
  903: 
  904:     my $nIdx=0;
  905: 
  906:     if ( $Pos == 0 ) {
  907: 	foreach (sort keys %mapsort) {
  908: 	    my ($Hid,$pr)=split(/\:/,$mapsort{$_});
  909: 	    &CreateTable(1,$Hid);
  910: 	    my @lpr=split(/\&/,$pr);
  911: 	    for (my $i=1; $i<=$#lpr; $i++) {
  912: 		my($Pre, $Post) = split(/\@/,$list[$nIdx]); 
  913: 		#$r->print('<br>'.$Pre.'---'.$Post);
  914: 		&TableRow($Post,$i,$nIdx);
  915: 		$nIdx++;
  916: 	    }
  917: 	    &CloseTable();
  918: 	}
  919:     }
  920:     else {
  921: 	&CreateTable(0);
  922: 	for ( my $nIdx = 0; $nIdx < $p_count; $nIdx++ ) {
  923: 	    my($Pre, $Post) = split(/\@/,$list[$nIdx]); 
  924: 	    &TableRow($Post,$nIdx,$nIdx);
  925: 	} 
  926: 	&CloseTable();
  927:     }
  928: }
  929: 
  930: sub TableRow {
  931:     my ($Str,$Idx,$RealIdx)=@_;
  932:     my($PrOrd,$Temp,$StdNo,$TotalTries,$MxTries,$Avg,$YES,$Override,
  933:        $Wrng,$DoD,$SD,$Sk,$_D1,$_D2,$Prob)=split(/\&/,$Str);	
  934:     my $Ptr =  "\n".'<tr>'.
  935:                "\n".'<td>'.($RealIdx+1).'</td>'.
  936:           #     "\n".'<td>'.$PrOrd.$Temp.'</td>'.
  937:                "\n".'<td>'.$Temp.'</td>'.
  938:                "\n".'<td bgcolor="#EEFFCC"> '.$StdNo.'</td>'.
  939:                "\n".'<td bgcolor="#EEFFCC">'.$TotalTries.'</td>'.
  940:                "\n".'<td bgcolor="#EEFFCC">'.$MxTries.'</td>'.
  941:                "\n".'<td bgcolor="#DDFFFF">'.$Avg.'</td>'.
  942:                "\n".'<td bgcolor="#DDFFFF"> '.$YES.'</td>'.
  943:                "\n".'<td bgcolor="#DDFFFF"> '.$Override.'</td>'.
  944:                "\n".'<td bgcolor="#FFDDDD"> '.$Wrng.'</td>'.
  945:                "\n".'<td bgcolor="#FFDDDD">'.$DoD.'</td>'.
  946:                "\n".'<td bgcolor="#DDFFDD"> '.$SD.'</td>'.
  947:                "\n".'<td bgcolor="#DDFFDD"> '.$Sk.'</td>'.
  948:                "\n".'<td bgcolor="#FFDDFF"> '.$_D1.'</td>'.
  949: 	       "\n".'<td bgcolor="#FFDDFF"> '.$_D2.'</td>';
  950: #    if( $OpResp{$PrOrd} ) {
  951: #	$Ptr.='<td>'.'<input type="submit" name="OpResp" value="'."View_$PrOrd".'" />'.'</td>';
  952: #    }   
  953: #    else {
  954: #	$Ptr.='<td> -------- </td>';
  955: #    }
  956:     $r->print("\n".$Ptr.'</tr>' );
  957:     $GraphDat{$RealIdx}=$DoD.':'.$Wrng;
  958: }
  959: 
  960: # ------------------------------------------- Prepare data for Graphical chart
  961: 
  962: sub GetGraphData {
  963:     my $Tag = shift;
  964:     my $Col;
  965:     my $data='';
  966:     my $count = 0;
  967:     my $Max = 0;
  968:     my $cid=$ENV{'request.course.id'};
  969:     my $GraphDB = "/home/httpd/perl/tmp/$ENV{'user.name'}".
  970:                   "_$ENV{'user.domain'}_$cid\_graph.db";
  971:     foreach (keys %GraphDat) {delete $GraphDat{$_};}
  972:     if (-e "$GraphDB") {
  973: 	if (tie(%GraphDat,'GDBM_File',"$GraphDB",&GDBM_READER,0640)) {
  974: 	    if ( $Tag eq 'DoDiff Graph' ) {
  975: 		$Tag = 'Degree-of-Difficulty';
  976: 		$Col = 0;
  977: 	    }
  978: 	    else {
  979: 		$Tag = 'Wrong-Percentage';
  980: 		$Col = 1;
  981: 	    }
  982: 	    foreach (sort NumericSort keys %GraphDat) { 
  983: 		my @Temp=split(/\:/,$GraphDat{$_});
  984:                 my $inf = $Temp[$Col]; 
  985: 		if ( $Max < $inf ) {$Max = $inf;}
  986: 		$data .= $inf.',';
  987: 		$count++;
  988: 	    }
  989:             untie(%GraphDat);
  990: 	    my $Course = $ENV{'course.'.$cid.'.description'};
  991: 	    $Course =~ s/\ /"_"/eg;
  992: 	    $GData=$Course.'&'.$Tag.'&'.$Max.'&'.$count.'&'.$data;
  993: 
  994: 	}
  995: 	else {
  996: 	    $r->print("Unable to tie hash to db file");
  997: 	}
  998:     }
  999: }
 1000: 
 1001: 
 1002: sub initial {
 1003: # --------------------------------- Initialize the global varaibles
 1004:   undef @students;
 1005:   undef @cols;
 1006:   undef %maps;
 1007:   undef %section;
 1008:   undef %StuBox;
 1009:   undef @list;
 1010:   undef %CachData;
 1011:   undef %GraphDat;
 1012:   undef %DiscFac;
 1013:   undef %OpResp;
 1014:   undef $CurMap;
 1015:   undef $CurSec;
 1016:   undef $CurStu;
 1017:   undef $p_count;
 1018:   undef $Pos;
 1019:   undef $GData;
 1020:   $DiscFlag=0; 
 1021:   $P_Order=100000;
 1022:   $HWN=$P_Order;
 1023: }
 1024: 
 1025: 
 1026: sub ClassList {
 1027: 
 1028:     &GetStatus();
 1029: 
 1030:     $cid=$ENV{'request.course.id'};
 1031:     my $chome=$ENV{'course.'.$cid.'.home'};
 1032:     my ($cdom,$cnum)=split(/\_/,$cid);
 1033: # ----------------------- Get first and last resource, see if there is anything
 1034:     $firstres=$hash{'map_start_/res/'.$ENV{'request.course.uri'}};
 1035:     $lastres=$hash{'map_finish_/res/'.$ENV{'request.course.uri'}};
 1036:     if (($firstres) && ($lastres)) {
 1037: # ----------------------------------------------------------------- Render page
 1038: 	my $classlst=&Apache::lonnet::reply
 1039:                  ('dump:'.$cdom.':'.$cnum.':classlist',$chome);
 1040: 	my $StudNo = 0;
 1041: 	my $now=time;
 1042: 	unless ($classlst=~/^error\:/) {
 1043: 	    foreach (sort split(/\&/,$classlst)) {
 1044: 		my ($name,$value)=split(/\=/,$_);
 1045: 		my ($end,$start)=split(/\:/,&Apache::lonnet::unescape($value));
 1046: 		$name=&Apache::lonnet::unescape($name);
 1047: 		my ($sname,$sdom)=split(/\:/,$name);
 1048: 		my $active=1;
 1049: 		my $Status=$ENV{'form.status'};
 1050: 		$Status = ($Status) ? $Status : 'Active';
 1051: 		if ( ( ($end) && $now > $end ) && 
 1052:                      ( ($Status eq 'Active') ) ) { $active=0; }
 1053: 		if ( ($Status eq 'Expired') && 
 1054:                      ($end == 0 || $now < $end) ) { $active=0; }
 1055: 		if ($active) {
 1056: 		    my $thisindex=$#students+1;
 1057: 		    $name=&Apache::lonnet::unescape($name);
 1058: 		    $students[$thisindex]=$name;
 1059: 		    my ($sname,$sdom)=split(/\:/,$name);
 1060: 		    #my %reply=&Apache::lonnet::idrget($sdom,$sname);
 1061: 		    #my $reply=&Apache::lonnet::reply('get:'.$sdom.':'.$sname.
 1062: 		    #         ':environment:lastname&generation&firstname&middlename',
 1063: 		    #         &Apache::lonnet::homeserver($sname,$sdom));
 1064: 		    my $ssec=&usection($sdom,$sname,$cid,$Status);
 1065: 		    if ($ssec==-1) {next;}
 1066: 		    $ssec=($ssec) ? $ssec : '(none)';
 1067: 		    #$ssec=(int($ssec)) ? int($ssec) : $ssec;
 1068: 		    $section{$ssec}=$ssec;
 1069: 		    if ($CurSec eq 'All Sections' || $ssec eq $CurSec) {
 1070: 			$students[$StudNo]=$name;
 1071: 			$StuBox{$sname}=$sdom;
 1072: 		    }
 1073: 		    $StudNo++;
 1074: 	        }
 1075: 	    }
 1076: 	}
 1077: 	else {
 1078: 	    $r->print('<h1>Could not access course data</h1>');
 1079: 	} 
 1080:         $r->print("Total number of students : ".($#students+1));
 1081:         $r->rflush();
 1082: # --------------- Find all assessments and put them into some linear-like order
 1083: 	&tracetable($firstres,'&'.$lastres.'&');
 1084: #    my $c=0;
 1085: #    foreach (sort keys %mapsort) {
 1086: #	$r->print('<br>'.$c.')'.$_.' ... '.$mapsort{$_});
 1087: #	$c++;
 1088: #    }
 1089:     }
 1090: 
 1091: # ------------------------------------------------------------- End render page 
 1092:     else {
 1093: 	$r->print('<h3>Undefined course sequence</h3>');
 1094:     }
 1095:     &MapSecOptions();
 1096: }
 1097: 
 1098: 
 1099: sub Menu {
 1100:     my $InpStr = $ENV{'form.sort'};
 1101:     if ( $InpStr eq 'DoDiff Graph' || $InpStr eq '%Wrong Graph' ) {      
 1102: 	&GetGraphData($InpStr);
 1103:     	$r->print('<IMG src="/cgi-bin/graph.gif?'.$GData.'" />');
 1104:     }
 1105:     else {
 1106: 	$r->print('<html><head><title>LON-CAPA Statistics</title></head>');
 1107: 
 1108: 
 1109:         $r->print('<body bgcolor="#FFFFFF">'.
 1110:                   '<script>window.focus(); window.width=500;window.height=500; </script>'.
 1111:                   '<img align=right src=/adm/lonIcons/lonlogos.gif>');
 1112: # ---------------------------------------------------------------- Course title
 1113:         $r->print('<h1> Course : "'.
 1114:                   $ENV{'course.'.$ENV{'request.course.id'}.
 1115:                   '.description'}.'"</h1><h2>'.localtime().'</h2>');
 1116: # ------------------------------- This is going to take a while, produce output
 1117:         $r->rflush();	
 1118: 
 1119: 	$r->print("\n".'<form name=stat method=post action="/adm/statistics" >');
 1120: 
 1121: 	my $content = $ENV{'form.sort'};
 1122: 	if ($content eq '' || $content eq 'Return to Menu') {
 1123: 	    my $Ptr = '<h3>';
 1124: 	    $Ptr .= '<input type=submit name=sort value="Problem Evaluation"/>';
 1125: 	    $Ptr .= '<br><br>';
 1126: 	    $Ptr .= '<input type=submit name=sort value="Student Assessment"/>';
 1127: 	    $Ptr .= '</h3>';
 1128: 	    $r->print( $Ptr );
 1129:       	}
 1130: 	else {
 1131: 	    &initial();
 1132: 	    &ClassList();
 1133: 	    if ( $content eq 'Student Assessment' || 
 1134:                     $content eq 'Create Student Report' ) {
 1135: 		&StudentOptions();
 1136: 		&StudentReport($CurStu,$StuBox{"$CurStu"});
 1137: 	    }
 1138: 	    else {
 1139: 		&PreStatTable();
 1140: 	    }
 1141: 	}
 1142: 	$r->print("\n".'</form>'.
 1143:                   "\n".'</body>'.
 1144:                   "\n".'</html>');
 1145: 	$r->rflush();
 1146:     }
 1147: }
 1148: 
 1149: sub StudentOptions {
 1150:     my $OpSel5='';
 1151:     $CurStu = $ENV{'form.student'};
 1152:     if ( $CurStu eq '' ) { 
 1153:         $CurStu = 'All Students';
 1154:         $OpSel5 = 'selected';
 1155:     }
 1156:     my $Ptr ='';
 1157: # ----------------------------------- Loading the Students Combobox
 1158:     $Ptr .= '<br><b>Select Student</b>'."\n".
 1159:        	    '<select name="student">'."\n". 
 1160: 	    '<option '.$OpSel5.'>All Students</option>';                     	     	     
 1161:     foreach my $key ( sort keys %StuBox ) {	          
 1162: 	$Ptr .= '<option';
 1163: 	if ($CurStu eq $key) {$Ptr .= ' selected';}     
 1164:         $Ptr .= '>'.$key."</option>\n";	     
 1165:     }
 1166:     $Ptr .= '</select>';
 1167:     $Ptr .= '<br><input type="submit" name="sort" value="Create Student Report" />';
 1168:     $r->print( $Ptr );
 1169:     $r->rflush();	
 1170: }
 1171: 
 1172: sub GetStatus {
 1173:     $OpSel1='';
 1174:     $OpSel2='';
 1175:     $OpSel3='';
 1176:     $OpSel4='';
 1177: 
 1178:     if ( $ENV{'form.order'} eq 'Descending' ) { $OpSel2='selected'; }
 1179:     else { $OpSel1 = 'selected'; }
 1180: 
 1181:     my %myHeader = reverse( %Header );
 1182:     $Pos = $myHeader{$ENV{'form.sort'}};
 1183:     if ($Pos == 0) {
 1184: 	$OpSel1 = 'selected';
 1185: 	$ENV{'form.order'}='Ascendig';
 1186:     }
 1187: 
 1188:     $CurMap = $ENV{'form.maps'};
 1189:     if ( $CurMap eq '' ) { 
 1190: 	$CurMap = 'All Maps';
 1191: 	$OpSel3 = 'selected';
 1192:     }
 1193:     $CurSec = $ENV{'form.section'};
 1194:     if ( $CurSec eq '' ) { 
 1195: 	$CurSec = 'All Sections';
 1196:         $OpSel4 = 'selected';
 1197:     }
 1198: }
 1199: 
 1200: 
 1201: sub MapSecOptions {
 1202: # ----------------------------------- Loading the Maps Combobox
 1203:     my $Ptr = '<br>';
 1204:     $Ptr .= '<br><input type="submit" name="sort" value="Return to Menu" />';
 1205:     $Ptr .= '<br><b> Select &nbsp; Map &nbsp; &nbsp; </b>'."\n".
 1206:        	    '<select name="maps">'."\n". 
 1207: 	    '<option '.$OpSel3.'>All Maps</option>';                     	     	     
 1208:     foreach my $key ( sort keys %maps ) {	          
 1209: 	$Ptr .= '<option';
 1210:         if ($CurMap eq $key) {$Ptr .= ' selected';}	     
 1211: 	$Ptr .= '>'.$key."</option>\n";	     
 1212:     }
 1213:     $Ptr .= '</select>';
 1214:     $Ptr .= '&nbsp;&nbsp;&nbsp;';
 1215: 
 1216: # ----------------------------------- Loading the Sections Combobox
 1217:     $Ptr .= '<br><b>Select Section</b>'."\n".
 1218:        	    '<select name="section">'."\n". 
 1219: 	    '<option '.$OpSel4.'>All Sections</option>';                     	     	     
 1220:     foreach my $key ( sort keys %section ) {	          
 1221: 	$Ptr .= '<option';
 1222:         if ($CurSec eq $key) {$Ptr .= ' selected';}     
 1223: 	$Ptr .= '>'.$key."</option>"."\n";	     
 1224:     }
 1225:     $Ptr .= '</select>'."\n";
 1226: 
 1227:     $r->print( $Ptr );
 1228:     $r->rflush();
 1229: }
 1230: 
 1231: 
 1232: # ================================================================ Main Handler
 1233: 
 1234: sub handler {
 1235:     $r=shift;
 1236: 
 1237:     if (&Apache::lonnet::allowed('vgr',$ENV{'request.course.id'})) {
 1238: # ------------------------------------------- Set document type for header only
 1239: 	if ($r->header_only) {
 1240: 	    if ($ENV{'browser.mathml'}) {
 1241: 		$r->content_type('text/xml');
 1242: 	    } 
 1243: 	    else {
 1244: 		$r->content_type('text/html');
 1245: 	    }
 1246: 	    $r->send_http_header;
 1247: 	    return OK;
 1248: 	}    
 1249: 	my $requrl=$r->uri;
 1250: # ----------------------------------------------------------------- Tie db file
 1251: 
 1252: 	undef %hash;
 1253: 
 1254: 	if ($ENV{'request.course.fn'}) {
 1255: 	    my $fn=$ENV{'request.course.fn'};
 1256: 	    if (-e "$fn.db") {
 1257: 		if (tie(%hash,'GDBM_File',"$fn.db",&GDBM_READER,0640)) {
 1258: # ------------------------------------------------------------------- Hash tied
 1259: 		    $r->content_type('text/html');
 1260: 		    $r->send_http_header;
 1261: 		    &Menu();
 1262: 		}
 1263: 		else {
 1264: 		    $r->content_type('text/html');
 1265: 		    $r->send_http_header;
 1266: 		    $r->print('<html><body>Coursemap undefined.</body></html>');
 1267: 		}
 1268: # ------------------------------------------------------------------ Untie hash
 1269: 		unless (untie(%hash)) {
 1270: 		    &Apache::lonnet::logthis("<font color=blue>WARNING: ".
 1271:                             "Could not untie coursemap $fn (browse).</font>"); 
 1272: 		}
 1273: 
 1274: # -------------------------------------------------------------------- All done
 1275: 		return OK;
 1276: # ----------------------------------------------- Errors, hash could no be tied
 1277: 	    }
 1278: 	} 
 1279: 	else {
 1280: 	    $ENV{'user.error.msg'}="$requrl:bre:0:0:Course not initialized";
 1281: 	    return HTTP_NOT_ACCEPTABLE; 
 1282: 	}
 1283:     }
 1284:     else {
 1285:         $ENV{'user.error.msg'}=
 1286:         $r->uri.":vgr:0:0:Cannot view grades for complete course";
 1287: 
 1288:         return HTTP_NOT_ACCEPTABLE; 
 1289:     }
 1290: }
 1291: 1;
 1292: __END__
 1293: 
 1294: 
 1295: 

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