File:  [LON-CAPA] / loncom / interface / lonstatistics.pm
Revision 1.27: download - view: text, annotated - select for diffs
Wed Jul 17 12:53:00 2002 UTC (21 years, 11 months ago) by stredwic
Branches: MAIN
CVS tags: HEAD
Anyone currently working on lonstatistics and relying on the global variables
like %hash, will have some intergration changes to make.  I will be happy to
help.  The key is most of the data is now stored in the cache database.  Also
look to loncoursedata.pm to see the key names.

Merged the use of loncoursedata.pm for gathering student course data.  Also
using the cache data instead of the global variables.  The process is about
75% complete.  Student Assessment and Problem Analysis pages both work the
same as before the changes.  Except for a couple of interface changes I made.
Now there is a new student and previous student buttons on the student assessment
page for cycling through the student list.  Changed all students to no student
selected because all students would not display anything anyways.  May add back
a all students which will display all students.  Removed the section selection
from only the student assessment page.  I may add this back.  The problem
analysis->analyze page was already having the problem with the broken graph.gif.
The first fix for redhat 7.3 users was to download and install the lonbarcode.
The next fix will have to fix the posting data.  Currently it is not reading
the information from ssi back correctly thus the post data is missing and
no rendering of the graph.  This problem will be further explored.

The problem statistics page is about halfway done.  The interface is up, but
you will get no data.  The will be remedied over the next few days.  I wanted
to submit because I was going to work a new scheme for downloading student
course data.

    1: # The LearningOnline Network with CAPA
    2: # (Publication Handler
    3: #
    4: # $Id: lonstatistics.pm,v 1.27 2002/07/17 12:53:00 stredwic 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: # 5/5,7/9,7/25/1,8/11,9/13,9/26,10/5,10/9,10/22,10/26 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: # 1/22,2/1,2/6,2/25,3/2,3/6,3/17,3/21,3/22,3/26,4/7,5/6 Behrouz Minaei
   34: # 5/12,5/14,5/15,5/19,5/26 Behrouz Minaei
   35: #
   36: ###
   37: 
   38: package Apache::lonstatistics; 
   39: 
   40: use strict; 
   41: use Apache::Constants qw(:common :http);
   42: use Apache::lonnet();
   43: use Apache::lonhomework;
   44: use Apache::loncommon;
   45: use Apache::loncoursedata;
   46: use HTML::TokeParser;
   47: use GDBM_File;
   48: 
   49: # -------------------------------------------------------------- Module Globals
   50: my %hash;
   51: my %CachData;
   52: my %GraphDat;
   53: my %mapsort;
   54: my $Pos;
   55: my $r;
   56: my $GData;
   57: my %color;
   58: my %foil_to_concept;
   59: my @Concepts;
   60: my %ConceptData;
   61: my %Answer = ();
   62: 
   63: sub Activity {
   64:     my $file="/home/minaeibi/activity.log";
   65:     my $userid='adamsde1';
   66:     $r->print("<br>Using $file");
   67:     $r->rflush();
   68:     open(FILEID, "<$file");
   69:     my $line;
   70:     my @allaccess;
   71:     my $Count=0;
   72:     while ($line=<FILEID>) {
   73: 	my ($time,$machine,$what)=split(':',$line);
   74: 	$what=&Apache::lonnet::unescape($what);
   75: 	my @accesses=split('&',$what);
   76: 	foreach my $access (@accesses) {
   77: 	    my ($date,$resource,$who,$domain,$post,@posts)=split(':',$access);
   78: 	    if ($who ne $userid) { next; }
   79: 	    if (!$resource) { next; }
   80: 	    my $res=&Apache::lonnet::unescape($resource);
   81: 	    if (($res =~ /\.(problem|htm|html)/)) {
   82: 		$Count++;
   83: 		$r->print("<br>$Count) ".localtime($date).": $who --> $res");
   84: #	        if ($post) { 
   85: #		    $Count++;
   86: #		    $r->print("<br><b>$Count) Sent data ".join(':',
   87: #                              &Apache::lonnet::unescape(@posts)).'</b>');
   88: #		}
   89: 		$r->rflush();
   90: 	    }
   91: 	##    push (@allaccess,unescape($access));
   92: 	    #print $machine;
   93: 	}
   94:     }
   95: #    @allaccess=sort(@allaccess);
   96: #    $Count=0;
   97: #    foreach my $access (@allaccess) {
   98: #	my ($date,$resource,$who,$domain,$post,@posts)=split(':',$access);
   99: #	$Count++;
  100: #	$r->print("<br>$Count) $date: $who --> $resource");
  101: #	$r->rflush();
  102: #	if ($post) { 
  103: #	    $r->print("<br><b>Sent data ".join(':',unescape(@posts)).'</b>');
  104: #	}
  105: #    }
  106: }
  107: 
  108: #---- Analyze Web Page ---------------------------------------------------
  109: 
  110: sub InitAnalysis {
  111:     my ($uri,$part,$problem,$student,$courseID)=@_;
  112:     my ($username,$userdomain)=split(/\:/,$student);
  113: 
  114:     # Render the student's view of the problem.  $Answ is the problem 
  115:     # Stringafied
  116:     my $Answ=&Apache::lonnet::ssi($uri,('grade_target'   => 'analyze',
  117:                                         'grade_username' => $username,
  118:                                         'grade_domain'   => $userdomain,
  119:                                         'grade_courseid' => $courseID,
  120:                                         'grade_symb'     => $problem));
  121: #    my $Answ=&Apache::lonnet::ssi($uri,('grade_target' => 'analyze'));
  122: 
  123: #    (undef,$Answ)=split(/_HASH_REF__/,$Answ,2);
  124:     %Answer=();
  125:     %Answer=&Apache::lonnet::str2hash($Answ);
  126: 
  127: #    foreach (sort(keys(%Answer))) {
  128: #        $r->print($_.'  '.$Answer{$_}.'<br>');
  129: #    }
  130: 
  131:     my $parts='';
  132:     foreach my $elm (@{$Answer{"parts"}}) {
  133: 	$parts.="$elm,";
  134:     }
  135:     chop($parts);
  136:     my $conc='';
  137:     foreach my $elm (@{$Answer{"$parts.concepts"}}) {
  138: 	$conc.="$elm@";
  139:     }
  140:     chop($conc);
  141: 
  142:     @Concepts=split(/\@/,$conc);
  143:     foreach my $concept (@{$Answer{"$parts.concepts"}}) {
  144: 	foreach my $foil (@{$Answer{"$parts.concept.$concept"}}) {
  145: 	    $foil_to_concept{$foil} = $concept;
  146: 	    #$ConceptData{$foil} = $Answer{"$parts.foil.value.$foil"};
  147: 	}
  148:     }
  149: 
  150:     return;
  151: }
  152: 
  153: sub Interval {
  154:     my ($part,$symb)=@_;
  155:     my $interval=$ConceptData{"Interval"};
  156:     my $due  = &Apache::lonnet::EXT('resource.'.$part.'.duedate',$symb)+1;
  157:     my $open = &Apache::lonnet::EXT('resource.'.$part.'.opendate',$symb);
  158:     my $add=int(($due-$open)/$interval);
  159:     $ConceptData{'Interval.0'}=$open;
  160:     for (my $i=1;$i<$interval;$i++) {
  161: 	$ConceptData{'Interval.'.$i}=$open+$i*$add;
  162:     }
  163:     $ConceptData{'Interval.'.$interval}=$due;     
  164:     for (my $i=0;$i<$interval;$i++) {
  165: 	for (my $n=0; $n<=$#Concepts; $n++ ) {
  166: 	    my $tmp=$Concepts[$n];
  167: 	    $ConceptData{$tmp.'.'.$i.'.true'}=0;
  168: 	    $ConceptData{$tmp.'.'.$i.'.false'}=0;
  169: 	}
  170:     }
  171: }
  172: 
  173: sub ShowOpGraph {
  174:     my ($cache, $students, $courseID)=@_;
  175:     my $uri      = $cache->{'AnalyzeURI'};
  176:     my $part     = $cache->{'AnalyzePart'};
  177:     my $problem  = $cache->{'AnalyzeProblem'};
  178:     my $title    = $cache->{'AnalyzeProblem'};
  179:     my $interval = $cache->{'Interval'};
  180:     $ConceptData{"Interval"} = $interval;
  181: 
  182:     #Initialize the option response true answers
  183:     &InitAnalysis($uri, $part, $problem, $students->[0],$courseID);
  184: 
  185:     #compute the intervals
  186:     &Interval($part,$problem);
  187: 
  188:     $title =~ s/\ /"_"/eg;
  189:     $r->print('<br><b>'.$uri.'</b>');
  190:     $r->rflush();
  191:     
  192:     #Java script Progress window
  193:     &Create_PrgWin();
  194:     &Update_PrgWin("Starting to analyze problem",0,0,'');
  195:     for(my $index=0; $index<(scalar @$students); $index++) {
  196: 	&Update_PrgWin(scalar @$students, $index+1, $students->[$index]);
  197: 	&OpStatus($problem, $students->[$index], $courseID);
  198:     }
  199:     &Close_PrgWin();
  200: 
  201:     $r->print('<br>');
  202:     for(my $k=0; $k<$interval; $k++ ) {
  203: 	&DrawGraph($k,$title);
  204:     }
  205:     for(my $k=0; $k<$interval; $k++ ) {
  206: 	&DrawTable($k);
  207:     }
  208: #$Apache::lonxml::debug=1;
  209: #&Apache::lonhomework::showhash(%ConceptData);
  210: #$Apache::lonxml::debug=0;
  211:     my $Answ=&Apache::lonnet::ssi($uri);
  212:     $r->print("<br><b>Here you can see the Problem:</b><br>$Answ");
  213: }
  214: 
  215: sub DrawTable {
  216:     my $k=shift;
  217:     my $Max=0;
  218:     my @data1;
  219:     my @data2;
  220:     my $Correct=0;
  221:     my $Wrong=0;
  222:     for (my $n=0; $n<=$#Concepts; $n++ ) {
  223: 	my $tmp=$Concepts[$n];
  224: 	$data1[$n]=$ConceptData{"$tmp.$k.true"};
  225: 	$Correct+=$data1[$n];
  226: 	$data2[$n]=$ConceptData{"$tmp.$k.false"};
  227: 	$Wrong+=$data2[$n];
  228: 	my $Sum=$data1[$n]+$data2[$n];
  229: 	if ( $Max<$Sum ) {$Max=$Sum;}
  230:     }
  231:     for (my $n=0; $n<=$#Concepts; $n++ ) {
  232: 	if ($data1[$n]+$data2[$n]<$Max) {
  233: 	    $data2[$n]+=$Max-($data1[$n]+$data2[$n]);
  234: 	}
  235:     }
  236:     my $P_No = $#data1+1;
  237: #    $r->print('<br><b>From: ['.localtime($ConceptData{'Int.'.($k-1)}).
  238: #              '] To: ['.localtime($ConceptData{"Int.$k"}).']</b>'); 
  239:     my $Str = "\n".'<table border=2>'.
  240:               "\n".'<tr>'.
  241:               "\n".'<th> # </th>'.
  242: 	      "\n".'<th> Concept </th>'.
  243: 	      "\n".'<th> Correct </th>'.
  244: 	      "\n".'<th> Wrong </th>'.
  245: 	      "\n".'</tr>';
  246: 
  247:     for (my $n=0; $n<=$#Concepts; $n++ ) {
  248: 	$Str .= "\n"."<tr>".
  249: 	        "\n"."<td>".($n+1)."</td>".
  250:                 "\n".'<td bgcolor='.$color{"yellow"}.'> '.$Concepts[$n]." </td>".
  251:                 "\n".'<td bgcolor='.$color{"green"}.'> '.$data1[$n]." </td>".
  252:                 "\n".'<td bgcolor='.$color{"red"}.'> '.$data2[$n]." </td>".
  253:                 "\n"."</tr>";
  254:     }
  255:     $Str.='<td></td><td><b>From:['.localtime($ConceptData{'Int.'.$k}).
  256:           '] To: ['.localtime($ConceptData{'Int.'.($k+1)}-1).
  257:           "]</b></td><td>$Correct</td><td>$Wrong</td>";
  258: 
  259:     $Str .= "\n".'</table>';
  260: 
  261:     $r->print($Str);
  262: #$Apache::lonxml::debug=1;
  263: #&Apache::lonhomework::showhash(%ConceptData);
  264: #$Apache::lonxml::debug=0;
  265: }
  266: 
  267: 
  268: sub DrawGraph {
  269:     my ($currentInterval,$title)=@_;
  270:     my $Max=0;
  271:     my @data1;
  272:     my @data2;
  273: 
  274:     # Adjust Data and find the Max 
  275:     for(my $n=0; $n<=$#Concepts; $n++ ) {
  276: 	my $tmp=$Concepts[$n];
  277: 	$data1[$n]=$ConceptData{$tmp.'.'.$currentInterval.'.true'};
  278: 	$data2[$n]=$ConceptData{$tmp.'.'.$currentInterval.'.false'};
  279: 	my $Sum=$data1[$n]+$data2[$n];
  280: 	if($Max < $Sum) { $Max = $Sum; }
  281:     }
  282:     for(my $n=0; $n<=$#Concepts; $n++) {
  283: 	if($data1[$n]+$data2[$n]<$Max) {
  284: 	    $data2[$n]+=$Max-($data1[$n]+$data2[$n]);
  285: 	}
  286:     }
  287:     my $P_No = scalar @data1;
  288: 
  289:     if($Max > 1) { 
  290: 	$Max += (10 - $Max % 10);
  291: 	$Max = int($Max);
  292:     } else { 
  293:         $Max = 1;
  294:     }
  295: 
  296:     my $Titr=($ConceptData{'Interval'}>1) ? 
  297:         $title.'_interval_'.($currentInterval+1) : $title;
  298: #    $GData=$Titr.'&Concepts'.'&'.'Answers'.'&'.$Max.'&'.$P_No.'&'.$data1.'&'.$data2;
  299:     $GData  = $Titr.'&Concepts&Answers&'.$Max.'&'.$P_No.'&';
  300:     $GData .= (join(',',@data1)).'&'.(join(',',@data2));
  301: 
  302:     $r->print('<IMG src="/cgi-bin/graph.gif?'.$GData.'" border=1/>');
  303: }
  304: 
  305: 
  306: sub Decide {
  307:     #deciding the true or false answer belongs to each interval
  308:     my ($type,$foil,$time)=@_; 
  309:     my $k=0;
  310:     while ($time>$ConceptData{'Int.'.($k+1)} && 
  311:            $k<$ConceptData{'Interval'}) {$k++;}
  312:     $ConceptData{"$foil_to_concept{$foil}.$k.$type"}++;
  313: }
  314: 
  315: 
  316: #restore the student submissions and finding the result
  317: sub OpStatus {
  318:     my ($problem, $student, $courseID)=@_;
  319:     my ($username,$userdomain)=split(/':'/,$student);
  320:     my $code='U';
  321:     my %reshash=&Apache::lonnet::restore($problem, $courseID, $userdomain, 
  322:                                          $username);
  323:     my @True = ();
  324:     my @False = ();
  325:     my $flag=0;
  326:     if ($reshash{'version'}) {
  327:         my $tries=0;
  328: 	&Apache::lonhomework::showhash(%Answer);
  329: 	for (my $version=1;$version<=$reshash{'version'};$version++) {
  330: 	    my $time=$reshash{"$version:timestamp"};
  331: 	   
  332: 	    foreach my $key (sort(split(/\:/,$reshash{$version.':keys'}))) {
  333: 		if (($key=~/\.(\w+)\.(\w+)\.submission$/)) {
  334: 		    my $Id1 = $1; my $Id2 = $2;
  335: 		    #check if this is a repeat submission, if so skip it
  336:           	    if ($reshash{"$version:resource.$Id1.previous"}) { next; }
  337: 		    #if no solved this wasn't a real submission, ignore it
  338: 		    if (!defined($reshash{"$version:resource.$Id1.solved"})) {
  339: 			&Apache::lonxml::debug("skipping ");
  340: 			next;
  341: 		    }
  342: 		    my $Resp = $reshash{"$version:$key"};
  343: 		    my %submission=&Apache::lonnet::str2hash($Resp);
  344: 		    foreach (keys %submission) {
  345: 			my $Ansr = $Answer{"$Id1.$Id2.foil.value.$_"};
  346: 			if ($submission{$_}) {
  347: 			    if ($submission{$_} eq $Ansr) {
  348: 				&Decide("true",$_,$time );
  349: 			    }
  350: 			    else {&Decide("false",$_,$time );}
  351: 			}
  352: 		    }
  353: 	        }	  
  354: 	    }
  355:         }
  356:     }
  357: }
  358: 
  359: #---- END Analyze Web Page ----------------------------------------------
  360: 
  361: #---- Problem Statistics Web Page ---------------------------------------
  362: 
  363: #------- Processing upperlist and lowerlist according to each problem
  364: sub ProcessDiscriminant {
  365:     my ($List) = @_;
  366:     my @sortedList = sort (@$List);
  367:     my $Count = scalar @sortedList;
  368:     my $Problem;
  369:     my @Dis;
  370:     my $Slvd=0;
  371:     my $tmp;
  372:     my $Sum1=0;
  373:     my $Sum2=0;
  374:     my $nIndex=0;
  375:     my $nStudent=0;
  376:     my %Proc=undef;
  377:     while ($nIndex<$Count) {
  378: 	($Problem,$tmp)=split(/\=/,$sortedList[$nIndex]);
  379: 	@Dis=split(/\+/,$tmp);
  380: 	my $Temp = $Problem;
  381: 	do {
  382: 	    $nIndex++;
  383: 	    $nStudent++;
  384: 	    $Sum1 += $Dis[0];
  385: 	    $Sum2 += $Dis[1];
  386: 	    ($Problem,$tmp)=split(/\=/,$sortedList[$nIndex]);
  387: 	    @Dis=split(/\+/,$tmp);
  388: 	} while ( $Problem eq $Temp && $nIndex < $Count );
  389: #	$Proc{$Temp}=($Sum1/$nStudent).':'.$nStudent;
  390: 	$Proc{$Temp}=($Sum1/$nStudent).':'.($Sum2/$nStudent);
  391: #       $r->print("$nIndex) $Temp --> ($nStudent) $Proc{$Temp} <br>");
  392: 	$Sum1=0;
  393: 	$Sum2=0;
  394: 	$nStudent=0;
  395:     }
  396: 
  397:     return %Proc;
  398: }
  399: 
  400: 
  401: #------- Creating Discimination factor   
  402: sub Discriminant {
  403:     my ($discriminantFactor)=@_;
  404:     my @discriminantKeys=keys(%$discriminantFactor);
  405:     my $Count = scalar @discriminantKeys;
  406: 
  407:     my $UpCnt = int(0.27*$Count);
  408:     my $low=0;
  409:     my $up=$Count-$UpCnt;
  410:     my @UpList=();
  411:     my @LowList=();
  412: 
  413:     $Count=0;
  414:     foreach my $key (sort(@discriminantKeys)) { 
  415: 	$Count++;    
  416: 	if($low < $UpCnt || $Count > $up) {
  417:             $low++;
  418:             my $str=$discriminantFactor->{$key};
  419:             foreach(split(/\:/,$str)){
  420:                 if($_) {
  421:                     if($low<$UpCnt) { push(@LowList,$_); }
  422:                     else            { push(@UpList,$_);  }
  423:                 }
  424:             }
  425:         }
  426:     }
  427:     my %DisUp =  &ProcessDiscriminant(\@UpList);
  428:     my %DisLow = &ProcessDiscriminant(\@LowList);
  429: 
  430:     return (\%DisUp, \%DisLow);
  431: }
  432: 
  433: sub NumericSort {          
  434:     $a <=> $b;
  435: }
  436: 
  437: sub CreateProblemStatisticsTableHeading {
  438:     my ($displayFormat,$sequenceSource,$sequenceTitle,$headings)=@_;
  439:     if($displayFormat eq 'Display CSV Format') {
  440:         $r->print('<br>"'.$sequenceTitle.'","');
  441:         $r->print($sequenceSource.'"');
  442: 	return;
  443:     }
  444: 
  445:     $r->print('<br><a href="'.$sequenceSource.
  446:               '" target="_blank">'.$sequenceTitle.'</a>');
  447: 
  448:     my $Result = "\n".'<table border=2><tr><th>P#</th>'."\n";
  449:     for(my $nIndex=0; $nIndex < (scalar (keys %$headings)); $nIndex++) { 
  450: 	$Result .= '<th>'.'<input type="submit" name="';
  451:         $Result .= 'ProblemStatisticsHeading" value="';
  452:         $Result .= $headings->{$nIndex}.'" />'.'</th>'."\n";
  453:     }
  454:     $Result .= "\n".'</tr>'."\n";    
  455:     $r->print($Result);
  456:     $r->rflush();
  457: }
  458: 
  459: sub CloseTable {
  460:     my ($cache)=@_;
  461:     if($cache->{'DisplayFormat'} eq 'Display CSV Format') {
  462: 	return;
  463:     }    
  464:     $r->print("\n".'</table>'."\n");
  465:     $r->rflush();
  466: }
  467: 
  468: # ------ Dump the Student's DB file and handling the data for statistics table 
  469: sub ExtractStudentData {
  470:     my ($cache,$name)=@_;
  471:     my %discriminantFactor;
  472:     my @list=();
  473: 
  474:     my $totalTries = 0;
  475:     my $totalAwarded = 0;
  476:     my $tempProblemOrder=0;
  477:     foreach my $sequence (split(':', $cache->{'orderedSequences'})) {
  478:         if($cache->{'ProblemStatisticsMap'} ne 'All Maps'  &&
  479:            $cache->{'ProblemStatisticsMap'} ne $cache->{$sequence.':title'}) {
  480:             next;
  481:         }
  482: 
  483:         my $Dis = '';
  484:         foreach my $problemID (split(':', $cache->{$sequence.':problems'})) {
  485:             my $problem = $cache->{$problemID.':problem'};
  486:             my $LatestVersion = $cache->{$name.':version:'.$problem};
  487: 
  488:             # Output dashes for all the parts of this problem if there
  489:             # is no version information about the current problem.
  490:             #if(!$LatestVersion) {
  491:             #    foreach my $part (split(/\:/,$cache->{$sequence.':'.
  492:             #                                          $problemID.
  493:             #                                          ':parts'})) {
  494:             #        $codes    .= "-,";
  495:             #        $attempts .= "0,"; 
  496:             #    }
  497:             #    next;
  498:             #}
  499: 
  500:             my %partData=undef;
  501:             # Initialize part data, display skips correctly
  502:             # Skip refers to when a student made no submissions on that
  503:             # part/problem.
  504:             foreach my $part (split(/\:/,$cache->{$sequence.':'.
  505:                                                   $problemID.
  506:                                                   ':parts'})) {
  507:                 $partData{$part.':tries'}=0;
  508:                 $partData{$part.':code'}='-';
  509:             }
  510: 
  511:             # Looping through all the versions of each part, starting with the
  512:             # oldest version.  Basically, it gets the most recent 
  513:             # set of grade data for each part.
  514: 	    for(my $Version=1; $Version<=$LatestVersion; $Version++) {
  515:                 foreach my $part (split(/\:/,$cache->{$sequence.':'.
  516:                                                       $problemID.
  517:                                                       ':parts'})) {
  518: 
  519:                     if(!defined($cache->{$name.":$Version:$problem".
  520:                                                ":resource.$part.solved"})) {
  521:                         # No grade for this submission, so skip
  522:                         next;
  523:                     }
  524: 
  525:                     my $tries=0;
  526:                     my $time=0;
  527:                     my $awarded=0;
  528:                     my $code='U';
  529: 
  530:                     $awarded = $cache->{$name.
  531:                                         "$Version:$problem:resource.".
  532:                                         "$part.awarded"};
  533:                     $partData{$part.':awarded'} = ($awarded) ? $awarded : 0;
  534:                     $totalAwarded += $awarded;
  535: 
  536:                     $tries = $cache->{$name.":$Version:$problem".
  537:                                       ":resource.$part.tries"};
  538:                     $partData{$part.':tries'} = ($tries) ? $tries : 0;
  539:                     $partData{$part.':wrong'} = $partData{$part.':tries'};
  540:                     $totalTries += $tries;
  541: 
  542:                     my $val = $cache->{$name.":$Version:$problem".
  543:                                        ":resource.$part.solved"};
  544:                     if    ($val eq 'correct_by_student')   {$code = 'C';} 
  545:                     elsif ($val eq 'correct_by_override')  {$code = 'O';}
  546:                     elsif ($val eq 'incorrect_attempted')  {$code = 'I';} 
  547:                     elsif ($val eq 'incorrect_by_override'){$code = 'I';}
  548:                     elsif ($val eq 'excused')              {$code = 'x';}
  549:                     $partData{$part.':code'}=$code;
  550: 
  551:                     if($partData{$part.':wrong'} ne 0 && 
  552:                        ($code eq 'C' || $code eq 'O')) {
  553:                         $partData{$part.':wrong'}--;
  554:                     }
  555:                 }
  556:             }
  557: 
  558:             # Loop through all the parts for the current problem in the 
  559:             # correct order and prepare the output
  560:             foreach (split(/\:/,$cache->{$sequence.':'.$problemID.
  561:                                          ':parts'})) {
  562:                 my $Yes = 0;
  563:                 if($partData{$_.':code'} eq 'C' || 
  564:                    $partData{$_.':code'} eq 'O') {
  565:                     $Yes=1;
  566:                 }
  567:                 #my $ptr = "$hash{'title_'.$ResId}";
  568:                 my $ptr = $tempProblemOrder.'&'.$problemID;
  569: 
  570:                 if($_ > 1) {
  571:                     $ptr .= "*(part $_)";
  572:                     $Dis .= '&';
  573:                 }
  574:                 my $Fac = ($partData{$_.':Tries'}) ? 
  575:                     ($partData{$_.':awarded'}/$partData{$_.':tries'}) : 0;
  576:                 my $DisF;
  577:                 if($Fac > 0 &&  $Fac < 1) { 
  578:                     $DisF = sprintf( "%.4f", $Fac );
  579:                 } else {
  580:                     $DisF = $Fac;
  581:                 }
  582:                 $Dis .= $tempProblemOrder.'='.$DisF.'+'.$Yes;
  583:                 $ptr .= '&'.$partData{$_.'.Tries'}.
  584:                         '&'.$partData{$_.'.Wrongs'}.
  585:                         '&'.$partData{$_.'.Code'};
  586:                 push (@list, $ptr);
  587:                 $tempProblemOrder++;
  588:             }
  589:         }
  590:         if($totalTries) {
  591: 	    my $DisFac = ($totalAwarded/$totalTries);
  592: 	    my $DisFactor = sprintf( "%.4f", $DisFac );
  593: 	    $discriminantFactor{$DisFactor}=$Dis;
  594: 	}
  595:     }
  596: 
  597:     return (\%discriminantFactor, \@list);
  598: }
  599: 
  600: sub MySort {          
  601:     if ( $Pos > 0 ) {
  602: 	if ($ENV{'form.order'} eq 'Descending') {$b <=> $a;}
  603: 	else { $a <=> $b; }
  604:     }
  605:     else {
  606: 	if ($ENV{'form.order'} eq 'Descending') {$b cmp $a;}
  607: 	else { $a cmp $b; }
  608:     }
  609: }
  610: 
  611: sub BuildStatisticsTable {
  612:     my ($cache,$discriminantFactor,$list,$headings)=@_;
  613: 
  614:     my $p_count = 0;
  615:     my $nIndex = 0;
  616:     my $dummy;
  617:     my $p_val;
  618:     my $ResId;
  619:     my $NoElements = scalar @$list;
  620: 
  621:     foreach my $sequence (split(':', $cache->{'orderedSequences'})) {
  622:         if($cache->{'ProblemStatisticsMap'} ne 'All Maps'  &&
  623:            $cache->{'ProblemStatisticsMap'} ne $cache->{$sequence.':title'}) {
  624:             next;
  625:         }
  626: 
  627: 	&CreateProblemStatisticsTableHeading($cache->{'DisplayFormat'},
  628:                                              $cache->{$sequence.':source'}, 
  629:                                              $cache->{$sequence.':title'},
  630:                                              $headings);
  631: 	my ($Hid,$pr)=split(/\:/,$mapsort{$_});
  632: 	my @lpr=split(/\&/,$pr);
  633: 	for (my $i=1; $i<=$#lpr; $i++) {
  634: 	    my %storestats=();
  635: 	    my ($PrOrd,$Prob,$Tries,$Wrongs,$Code)=split(/\&/,$list->[$nIndex]);
  636: 	    my $Temp = $Prob;
  637: 	    my $MxTries = 0;
  638: 	    my $TotalTries = 0;
  639: 	    my $YES = 0;
  640: 	    my $Incorrect = 0;
  641: 	    my $Override = 0;
  642: 	    my $StdNo = 0;
  643: 	    my @StdLst;
  644: 	    while ( $PrOrd == $lpr[$i] ) 
  645: 	    {
  646: 		$nIndex++;
  647: 		$StdNo++;
  648: 		$StdLst[ $StdNo ] = $Tries;
  649: 		$TotalTries += $Tries;
  650: 		if ( $MxTries < $Tries ) { $MxTries = $Tries; } 
  651: 		if ( $Code eq 'C' ){ $YES++; }
  652: 		elsif( $Code eq 'I' ) { $Incorrect++; }
  653: 		elsif( $Code eq 'O' ) { $Override++; }
  654: 		elsif( $Code eq 'U' ) { $StdNo--; }
  655: 		($PrOrd,$Prob,$Tries,$Wrongs,$Code)=split(/\&/,$list->[$nIndex]);
  656: 	    }	
  657: 
  658: 	    $p_count++;
  659: 	    my $Dummy;
  660: 	    ($ResId,$Dummy)=split(/\*/,$Temp);
  661: 
  662: 	    $Temp = '<a href="'.$hash{'src_'.$ResId}.
  663:                 '" target="_blank">'.$hash{'title_'.$ResId}.$Dummy.'</a>';
  664: 
  665: 	    my $res = &Apache::lonnet::declutter($hash{'src_'.$ResId});
  666: 	    my $urlres=$res;
  667: 
  668: 	    $ResId=~/(\d+)\.(\d+)/;
  669: 	    my $Map = &Apache::lonnet::declutter( $hash{'map_id_'.$1} );
  670: 	    $urlres=$Map;
  671:  
  672: 	    $res = '<a href="'.$hash{'src_'.$ResId}.'">'.$res.'</a>';
  673: 	    #$Map = '<a href="'.$Map.'">'.$res.'</a>';
  674: 
  675: #------------------------ Compute the Average of Tries about one problem
  676: 	    my $Average = ($StdNo) ? $TotalTries/$StdNo : 0;
  677: 
  678: 	    $storestats{$ENV{'request.course.id'}.'___'.$urlres.'___timestamp'}=time;       
  679: 	    $storestats{$ENV{'request.course.id'}.'___'.$urlres.'___stdno'}=$StdNo;
  680: 	    $storestats{$ENV{'request.course.id'}.'___'.$urlres.'___avetries'}=$Average;
  681:    
  682: #-------------------------------- Compute percentage of Wrong tries
  683: 	    my $Wrong = ( $StdNo ) ? 100 * ( $Incorrect / $StdNo ) : 0;
  684: 
  685: #-------------------------------- Compute Standard Deviation
  686: 	    my $StdDev = 0; 
  687: 	    if ( $StdNo > 1 ) {
  688: 		for ( my $n = 0; $n < $StdNo; $n++ ) {
  689: 		    my $Dif = $StdLst[ $n ]-$Average;
  690: 		    $StdDev += $Dif*$Dif;
  691: 		} 
  692: 		$StdDev /= ( $StdNo - 1 );
  693: 		$StdDev = sqrt( $StdDev );
  694: 	    }
  695: 
  696: #-------------------------------- Compute Degree of Difficulty
  697: 	    my $DoDiff = 0;
  698: 	    if( $TotalTries > 0 ) {
  699: 		$DoDiff = 1 - ( ( $YES + $Override ) / $TotalTries );
  700: #	    $DoDiff =  ($TotalTries)/($YES + $Override+ 0.1);	    
  701: 	    }
  702:        
  703: 	    $storestats{$ENV{'request.course.id'}.'___'.$urlres.'___difficulty'}=$DoDiff;
  704: 
  705: #-------------------------------- Compute the Skewness
  706: 	    my $Skewness = 0;
  707: 	    my $Sum = 0; 
  708: 	    if ( $StdNo > 0 && $StdDev > 0 ) {
  709: 		for ( my $n = 0; $n < $StdNo; $n++ ) {
  710: 		    my $Dif = $StdLst[ $n ]-$Average;
  711: 		    $Skewness += $Dif*$Dif*$Dif;
  712: 		} 
  713: 		$Skewness /= $StdNo;
  714: 		$Skewness /= $StdDev*$StdDev*$StdDev;
  715: 	    }
  716: 
  717: #--------------------- Compute the Discrimination Factors
  718:             my ($Up1,$Up2)=split(/\:/,':');#jason$DisUp->{$lpr[$i]});
  719: 	    my ($Lw1,$Lw2)=split(/\:/,':');#jason$DisLow->{$lpr[$i]});
  720: 	    my $Dis1 = $Up1 - $Lw1;
  721: 	    my $Dis2 = $Up2 - $Lw2;
  722: 	    my $_D1 = sprintf("%.2f", $Dis1);
  723: 	    my $_D2 = sprintf("%.2f", $Dis2);
  724: 
  725: #-----------------  Some restition in presenting the float numbers
  726: 	    my $Avg = sprintf( "%.2f", $Average );
  727: 	    my $Wrng = sprintf( "%.1f", $Wrong );
  728: 	    my $SD = sprintf( "%.1f", $StdDev );
  729: 	    my $DoD = sprintf( "%.2f", $DoDiff );
  730: 	    my $Sk = sprintf( "%.1f", $Skewness );
  731: 	    my $join = $lpr[$i].'&'.$Temp.'&'.$StdNo.'&'.
  732:                        $TotalTries.'&'.$MxTries.'&'.$Avg.'&'.
  733:                        $YES.'&'.$Override.'&'.$Wrng.'&'.$DoD.'&'.
  734: 		       $SD.'&'.$Sk.'&'.$_D1.'&'.$_D2.'&'.
  735:                        $Prob;
  736: 	    $CachData{($p_count-1)}=$join;
  737: 
  738: 	    $urlres=~/^(\w+)\/(\w+)/;
  739: 	    if ($StdNo) { 
  740: 		&Apache::lonnet::put('resevaldata',\%storestats,$1,$2); 
  741: 	    }
  742: #-------------------------------- Row of statistical table
  743:             &TableRow($cache,$join,$i,($p_count-1));
  744: 	}
  745: 	&CloseTable($cache);
  746:     }
  747:     &Close_PrgWin();
  748: }
  749: 
  750: =pod
  751: sub Cache_Statistics {
  752:     my ($cache)=@_;
  753:     my @list = ();
  754:     my $Useful;
  755:     my $UnUseful;
  756: #    $r->print('<input type="hidden" name="show" value="excel" />'."\n"); 
  757:     my %myHeader = reverse( %Header );
  758:     $Pos = $myHeader{$ENV{'form.sort'}};
  759:     if ($Pos > 0) {$Pos++;}
  760:     my $p_count = 0;
  761:     foreach my $key( keys %CachData) { 
  762: 	my @Temp=split(/\&/,$CachData{$key});
  763: 	if ( $Pos == 0 ) {
  764: 	    ($UnUseful,$Useful)=split(/\>/,$Temp[$Pos]);
  765: 	}
  766: 	else {
  767: 	    $Useful = $Temp[$Pos];
  768: 	}   
  769: 	$list[$p_count]=$Useful.'@'.$CachData{$key};
  770:         $p_count++;
  771:     }
  772: 
  773:     @list = sort MySort (@list);
  774: 
  775:     my $nIndex=0;
  776: 
  777:     if ( $Pos == 0 ) {
  778: 	foreach (sort keys %mapsort) {
  779: 	    my ($Hid,$pr)=split(/\:/,$mapsort{$_});
  780: 	    &CreateProblemStatisticsTableHeading($cache,1,$Hid);
  781: 	    my @lpr=split(/\&/,$pr);
  782: 	    for (my $i=1; $i<=$#lpr; $i++) {
  783: 		my($Pre, $Post) = split(/\@/,$list[$nIndex]); 
  784: 		#$r->print('<br>'.$Pre.'---'.$Post);
  785: 		&TableRow($cache,$Post,$i,$nIndex);
  786: 		$nIndex++;
  787: 	    }
  788: 	    &CloseTable($cache);
  789: 	}
  790:     }
  791:     else {
  792: 	&CreateProblemStatisticsTableHeading($cache,0);
  793: 	for ( my $nIndex = 0; $nIndex < $p_count; $nIndex++ ) {
  794: 	    my($Pre, $Post) = split(/\@/,$list[$nIndex]); 
  795: 	    &TableRow($cache,$Post,$nIndex,$nIndex);
  796: 	} 
  797: 	&CloseTable($cache);
  798:     }
  799: }
  800: =cut
  801: sub TableRow {
  802:     my ($cache,$Str,$Idx,$RealIdx)=@_;
  803:     my($PrOrd,$Temp,$StdNo,$TotalTries,$MxTries,$Avg,$YES,$Override,
  804:        $Wrng,$DoD,$SD,$Sk,$_D1,$_D2,$Prob)=split(/\&/,$Str);	
  805:     if($cache->{'DisplayFormat'} eq 'Display CSV Format') {
  806:         my ($ResId,$Dummy)=split(/\*/,$Prob);
  807:         my $Ptr =  "\n".'<br>'.
  808:                "\n".'"'.($RealIdx+1).'",'.
  809:                "\n".'"'.$hash{'title_'.$ResId}.$Dummy.'",'.
  810:                "\n".'"'.$hash{'src_'.$ResId}.'",'.
  811:                "\n".'"'.$StdNo.'",'.
  812:                "\n".'"'.$TotalTries.'",'.
  813:                "\n".'"'.$MxTries.'",'.
  814:                "\n".'"'.$Avg.'",'.
  815:                "\n".'"'.$YES.'",'.
  816:                "\n".'"'.$Override.'",'.
  817:                "\n".'"'.$Wrng.'",'.
  818:                "\n".'"'.$DoD.'",'.
  819:                "\n".'"'.$SD.'",'.
  820:                "\n".'"'.$Sk.'",'.
  821:                "\n".'"'.$_D1.'",'.
  822: 	       "\n".'"'.$_D2.'"';
  823:         $r->print("\n".$Ptr);
  824:     } else {
  825:         my $Ptr =  "\n".'<tr>'.
  826:                "\n".'<td>'.($RealIdx+1).'</td>'.
  827:           #     "\n".'<td>'.$PrOrd.$Temp.'</td>'.
  828:                "\n".'<td>'.$Temp.'</td>'.
  829:                "\n".'<td bgcolor='.$color{"yellow"}.'> '.$StdNo.'</td>'.
  830:                "\n".'<td bgcolor='.$color{"yellow"}.'>'.$TotalTries.'</td>'.
  831:                "\n".'<td bgcolor='.$color{"yellow"}.'>'.$MxTries.'</td>'.
  832:                "\n".'<td bgcolor='.$color{"gb"}.'>'.$Avg.'</td>'.
  833:                "\n".'<td bgcolor='.$color{"gb"}.'> '.$YES.'</td>'.
  834:                "\n".'<td bgcolor='.$color{"gb"}.'> '.$Override.'</td>'.
  835:                "\n".'<td bgcolor='.$color{"red"}.'> '.$Wrng.'</td>'.
  836:                "\n".'<td bgcolor='.$color{"red"}.'> '.$DoD.'</td>'.
  837:                "\n".'<td bgcolor='.$color{"green"}.'> '.$SD.'</td>'.
  838:                "\n".'<td bgcolor='.$color{"green"}.'> '.$Sk.'</td>'.
  839:                "\n".'<td bgcolor='.$color{"purple"}.'> '.$_D1.'</td>'.
  840: 	       "\n".'<td bgcolor='.$color{"purple"}.'> '.$_D2.'</td>';
  841:         $r->print("\n".$Ptr.'</tr>' );
  842:     }
  843:     $GraphDat{$RealIdx}=$DoD.':'.$Wrng;
  844: }
  845: 
  846: sub StatusOptions {
  847:     my ($cache)=@_;
  848: 
  849:     my $Status = $cache->{'Status'};
  850:     my $OpSel1 = '';
  851:     my $OpSel2 = '';
  852:     my $OpSel3 = '';
  853: 
  854:     if($Status eq 'Any')         { $OpSel3 = ' selected'; }
  855:     elsif($Status eq 'Expired' ) { $OpSel2 = ' selected'; }
  856:     else                         { $OpSel1 = ' selected'; }
  857: 
  858:     my $Ptr = '';
  859:     $Ptr .= '<tr><td align="right"><b>Student Status:</b></td>'."\n";
  860:     $Ptr .= '<td align="left"><select name="Status">';
  861:     $Ptr .= '<option'.$OpSel1.'>Active</option>'."\n";
  862:     $Ptr .= '<option'.$OpSel2.'>Expired</option>'."\n";
  863:     $Ptr .= '<option'.$OpSel3.'>Any</option>'."\n";
  864:     $Ptr .= '</select></td></tr>'."\n";
  865: 
  866:     return $Ptr;
  867: }
  868: 
  869: sub AscendOrderOptions {
  870:     my ($cache)=@_;
  871: 
  872:     my $order = $cache->{'Ascend'};
  873:     my $OpSel1 = '';
  874:     my $OpSel2 = '';
  875: 
  876:     if($order eq 'Ascending') {
  877:         $OpSel1 = ' selected';
  878:     } else {
  879:         $OpSel2 = ' selected';
  880:     }
  881: 
  882:     my $Ptr = '';
  883:     $Ptr .= '<tr><td align="right"><b>Sorting Type:</b></td>'."\n";
  884:     $Ptr .= '<td align="left"><select name="Ascend">'."\n";
  885:     $Ptr .= '<option'.$OpSel1.'>Ascending</option>'."\n".
  886: 	    '<option'.$OpSel2.'>Descending</option>'."\n";
  887:     $Ptr .= '</select></td></tr>'."\n";
  888: 
  889:     return $Ptr;
  890: }
  891: 
  892: sub ProblemStatisticsButtons {
  893:     my ($cache)=@_;
  894: 
  895:     my $Ptr = '<tr><td></td><td align="left">';
  896:     $Ptr .= '<input type=submit name="ProblemStatisticsRecalculate" ';
  897:     $Ptr .= 'value="Recalculate Statistics"/>'."\n";
  898:     $Ptr .= '&nbsp;&nbsp;&nbsp;';
  899:     $Ptr .= '<input type="submit" name="DoDiffGraph" ';
  900:     $Ptr .= 'value="DoDiff Graph" />'."\n";
  901:     $Ptr .= '&nbsp;&nbsp;&nbsp;';
  902:     $Ptr .= '<input type="submit" name="PercentWrongGraph" ';
  903:     $Ptr .= 'value="%Wrong Graph" />'."\n";
  904:     $Ptr .= '&nbsp;&nbsp;&nbsp;';
  905:     $Ptr .= '<input type="submit" name="DisplayCSVFormat" ';
  906:     if($cache->{'DisplayFormat'} eq 'Display CSV Format') {
  907:         $Ptr .= 'value="Display CSV Format" />'."\n";
  908:     } else {
  909:         $Ptr .= 'value="Display Table Format" />'."\n";
  910:     }
  911:     $Ptr .= '</td></tr>';
  912: 
  913:     return $Ptr;
  914: }
  915: 
  916: sub ProblemStatisticsLegend {
  917:     my $Ptr = '';
  918:     $Ptr = '<table border="0">';
  919:     $Ptr .= '<tr><td>';
  920:     $Ptr .= '<b>#Stdnts</b>:</td>';
  921:     $Ptr .= '<td>Total Number of Students opened the problem.';
  922:     $Ptr .= '</td></tr><tr><td>';
  923:     $Ptr .= '<b>Tries</b>:</td>';
  924:     $Ptr .= '<td>Total Number of Tries for solving the problem.';
  925:     $Ptr .= '</td></tr><tr><td>';
  926:     $Ptr .= '<b>Mod</b>:</td>';
  927:     $Ptr .= '<td>Maximunm Number of Tries for solving the problem.';
  928:     $Ptr .= '</td></tr><tr><td>';
  929:     $Ptr .= '<b>Mean</b>:</td>';
  930:     $Ptr .= '<td>Average Number of the tries. [ Tries / #Stdnts ]';
  931:     $Ptr .= '</td></tr><tr><td>';
  932:     $Ptr .= '<b>#YES</b>:</td>';
  933:     $Ptr .= '<td>Number of students solved the problem correctly.';
  934:     $Ptr .= '</td></tr><tr><td>';
  935:     $Ptr .= '<b>#yes</b>:</td>';
  936:     $Ptr .= '<td>Number of students solved the problem by override.';
  937:     $Ptr .= '</td></tr><tr><td>';
  938:     $Ptr .= '<b>%Wrng</b>:</td>';
  939:     $Ptr .= '<td>Percentage of students tried to solve the problem ';
  940:     $Ptr .= 'but still incorrect. [ 100*((#Stdnts-(#YES+#yes))/#Stdnts) ]';
  941:     $Ptr .= '</td></tr><tr><td>';
  942: #    Kashy formula
  943: #    '<b>  DoDiff </b>: Degree of Difficulty of the problem.<br>'.
  944: #    '[ Tries/(#YES+#yes+0.1) ]<br>'.
  945:     #Gerd formula
  946:     $Ptr .= '<b>DoDiff</b>:</td>';
  947:     $Ptr .= '<td>Degree of Difficulty of the problem.  ';
  948:     $Ptr .= '[ 1 - ((#YES+#yes) / Tries) ]';
  949:     $Ptr .= '</td></tr><tr><td>';
  950:     $Ptr .= '<b>S.D.</b>:</td>';
  951:     $Ptr .= '<td>Standard Deviation of the tries.  ';
  952:     $Ptr .= '[ sqrt(sum((Xi - Mean)^2)) / (#Stdnts-1) ';
  953:     $Ptr .= 'where Xi denotes every student\'s tries ]';
  954:     $Ptr .= '</td></tr><tr><td>';
  955:     $Ptr .= '<b>Skew.</b>:</td>';
  956:     $Ptr .= '<td>Skewness of the students tries.';
  957:     $Ptr .= '[(sqrt( sum((Xi - Mean)^3) / #Stdnts)) / (S.D.^3)]';
  958:     $Ptr .= '</td></tr><tr><td>';
  959:     $Ptr .= '<b>Dis.F.</b>:</td>';
  960:     $Ptr .= '<td>Discrimination Factor: A Standard for evaluating the ';
  961:     $Ptr .= 'problem according to a Criterion<br>';
  962:     $Ptr .= '<b>[Applied Criterion in %27 Upper Students - ';
  963:     $Ptr .= 'Applied the same Criterion in %27 Lower Students]</b><br>';
  964:     $Ptr .= '<b>1st Criterion</b> for Sorting the Students: ';
  965:     $Ptr .= '<b>Sum of Partial Credit Awarded / Total Number of Tries</b><br>';
  966:     $Ptr .= '<b>2nd Criterion</b> for Sorting the Students: ';
  967:     $Ptr .= '<b>Total number of Correct Answers / Total Number of Tries</b>';
  968:     $Ptr .= '</td></tr></table>';
  969: 
  970:     return $Ptr;
  971: }
  972: 
  973: #---- END Problem Statistics Web Page ----------------------------------------
  974: 
  975: #---- Problem Statistics Graph Web Page --------------------------------------
  976: 
  977: sub GetGraphData {
  978:     my ($whichGraph, $courseID)=@_;
  979:     my $Col=0;
  980:     my $graphTitle='';
  981:     my $data='';
  982:     my $count = 0;
  983:     my $Max = 0;
  984:     my $graphData='Graph data does not exist.';
  985:     my $GraphDB = "/home/httpd/perl/tmp/$ENV{'user.name'}".
  986:                   "_$ENV{'user.domain'}_$courseID\_graph.db";
  987:     if(-e $GraphDB) {
  988: 	if(tie(%GraphDat,'GDBM_File',"$GraphDB",&GDBM_READER,0640)) {
  989: 	    if($whichGraph eq 'DiffGraph') {
  990: 		$graphTitle = 'Degree-of-Difficulty';
  991: 		$Col = 0;
  992: 	    } else {
  993: 		$graphTitle = 'Wrong-Percentage';
  994: 		$Col = 1;
  995: 	    }
  996: 	    foreach (sort NumericSort keys %GraphDat) { 
  997: 		my @Temp=split(/\:/,$GraphDat{$_});
  998:                 my $inf = $Temp[$Col]; 
  999: 		if($Max < $inf) {
 1000:                     $Max = $inf;
 1001:                 }
 1002: 		$data .= $inf.',';
 1003: 		$count++;
 1004: 	    }
 1005: 	    if($Max > 1) { 
 1006: 		$Max += (10 - $Max % 10);
 1007: 		$Max = int($Max);
 1008: 	    } else { 
 1009:                 $Max = 1;
 1010:             }
 1011:             untie(%GraphDat);
 1012: 	    my $Course = $ENV{'course.'.$courseID.'.description'};
 1013: 	    $Course =~ s/\ /"_"/eg;
 1014: 	    $graphData  = $Course.'&'.'Problems'.'&'.$graphTitle.'&'.$Max.'&';
 1015:             $graphData .= $count.'&'.$data;
 1016: 	} else {
 1017: 	    $graphData = "Unable to tie hash to db file";
 1018: 	}
 1019:     }
 1020: 
 1021:     return $graphData;
 1022: }
 1023: 
 1024: #---- END Problem Statistics Graph Web Page ----------------------------------
 1025: 
 1026: #---- Problem Analysis Web Page ----------------------------------------------
 1027: 
 1028: sub IntervalOptions {
 1029:     my ($cache)=@_;
 1030: 
 1031:     my $interval = 1;
 1032:     for(my $n=1; $n<=7; $n++) {
 1033:         if($cache->{'Interval'} == $n) {
 1034:             $interval = $n;
 1035:         }
 1036:     }
 1037: 
 1038:     my $Ptr = '<br><b>Select number of intervals</b>'."\n".
 1039:        	      '<select name="Interval">'."\n";
 1040:     for(my $n=1; $n<=7;$ n++) {
 1041: 	$Ptr .= '<option';
 1042:         if($interval == $n) {
 1043:             $Ptr .= ' selected';
 1044:         }
 1045: 	$Ptr .= '>'.$n."</option>"."\n";
 1046:     }
 1047:     $Ptr .= '</select>'."\n";
 1048: 
 1049:     return $Ptr;
 1050: }
 1051: 
 1052: sub OptionResponseTable {
 1053:     my ($cache)=@_;
 1054:     my $Str = '';
 1055:     $Str .= '<br><b> Option Response Problems in this course:</b>'."\n";
 1056:     $Str .= '<br><br>'."\n";
 1057:     $Str .= "<table border=2><tr><th> \# </th><th> Problem Title </th>";
 1058:     $Str .= '<th> Resource </th><th> Analysis  </th></tr>'."\n";
 1059: 
 1060:     my $number=1;
 1061:     foreach (split(':::',$cache->{'OptionResponses'})) {
 1062:         my ($uri,$title,$part,$problem)=split('::',$_);
 1063:         my $Temp = '<a href="'.$uri.'" target="_blank">'.$title.'</a>';
 1064:         $Str .= '<tr>';
 1065:         $Str .= '<td> '.$number.' </td>';
 1066:         $Str .= '<td bgcolor="'.$color{"green"}.'"> '.$Temp.' </td>';
 1067:         $Str .= '<td bgcolor="'.$color{"yellow"}.'"> '.$uri.' </td>';
 1068:         $Str .= '<td><input type="submit" name="Analyze:::'.$uri.':::';
 1069:         $Str .= $title.':::'.$part.':::'.$problem.'" value="';
 1070:         $Str .= 'Analyze" /></td></tr>'."\n";
 1071:         $number++;
 1072:     }
 1073:     $Str .= '</table>'."\n";
 1074: 
 1075:     return $Str;
 1076: }
 1077: 
 1078: #---- END Problem Analysis Web Page ------------------------------------------
 1079: 
 1080: #---- Student Assessment Web Page --------------------------------------------
 1081: 
 1082: sub MapOptions {
 1083:     my ($cache, $page)=@_;
 1084:     my $Ptr = '<tr>';
 1085:     $Ptr .= '<td align="right"><b>Select Map</b></td>'."\n";
 1086:     $Ptr .= '<td align="left"><select name="Maps">'."\n";
 1087: 
 1088:     my $selected = 0;
 1089:     foreach my $sequence (split(':',$cache->{'orderedSequences'})) {
 1090: 	$Ptr .= '<option';
 1091:         if($cache->{$page.'Map'} eq $cache->{$sequence.':title'}) {
 1092:             $Ptr .= ' selected';
 1093:             $selected = 1;
 1094:         }
 1095: 	$Ptr .= '>'.$cache->{$sequence.':title'}.'</option>'."\n";	     
 1096:     }
 1097:     $Ptr .= '<option';
 1098:     if(!$selected) {
 1099:         $Ptr .= ' selected';
 1100:     }
 1101:     $Ptr .= '>All Maps</option>'."\n";
 1102: 
 1103:     $Ptr .= '</select></td></tr>'."\n";
 1104: 
 1105:     return $Ptr;
 1106: }
 1107: 
 1108: sub StudentOptions {
 1109:     my ($students, $selectedName)=@_;
 1110: 
 1111:     my $Ptr ='<tr>';
 1112:     $Ptr .= '<td align="right"><b>Select Student</b></td>'."\n";
 1113:     $Ptr .= '<td align="left"><select name="Students">'."\n";
 1114: 
 1115:     my $selected=0;
 1116:     foreach (@$students) {
 1117:         my ($name) = split(':',$_);
 1118: 	$Ptr .= '<option';
 1119: 	if($selectedName eq $name) {
 1120:             $Ptr .= ' selected';
 1121:             $selected = 1;
 1122:         }
 1123:         $Ptr .= '>'.$name.'</option>'."\n";	     
 1124:     }
 1125: 
 1126:     $Ptr .= '<option';
 1127:     if(!$selected) {
 1128:         $Ptr .= ' selected';
 1129:     }
 1130:     $Ptr .= '>No Student Selected</option>'."\n";
 1131: 
 1132:     $Ptr .= '</select></td></tr>'."\n";
 1133: 
 1134:     return $Ptr;
 1135: }
 1136: 
 1137: # ------ Create different Student Report 
 1138: sub StudentReport {
 1139:     my ($cache, $name)=@_;
 1140: 
 1141:     my $Str = '';
 1142:     if($cache->{$name.':error'} =~ /course/) {
 1143:         my ($username)=split(':',$name);
 1144:         $Str .= '<b><font color="blue">No course data for student </font>';
 1145:         $Str .= '<font color="red">'.$username.'.</font></b><br>';
 1146:         return $Str;
 1147:     }
 1148: 
 1149:     $Str .= "<table border=2><tr><th> \# </th><th> Set Title </th>";
 1150:     $Str .= '<th> Results </th><th> Tries </th></tr>'."\n";
 1151: 
 1152:     my $codes;
 1153:     my $attempts;
 1154:     foreach my $sequence (split(':', $cache->{'orderedSequences'})) {
 1155:         if($cache->{'StudentAssessmentMap'} ne 'All Maps'  &&
 1156:            $cache->{'StudentAssessmentMap'} ne $cache->{$sequence.':title'}) {
 1157:             next;
 1158:         }
 1159: 
 1160:         $Str .= '<tr><td>'.$sequence.'</td>';
 1161:         $Str .= '<td>'.$cache->{$sequence.':title'}.'</td>';
 1162: 
 1163:         $codes = '';
 1164:         $attempts = '';
 1165:         foreach my $problemID (split(':', $cache->{$sequence.':problems'})) {
 1166:             my $problem = $cache->{$problemID.':problem'};
 1167:             my $LatestVersion = $cache->{$name.':version:'.$problem};
 1168: 
 1169:             # Output dashes for all the parts of this problem if there
 1170:             # is no version information about the current problem.
 1171:             if(!$LatestVersion) {
 1172:                 foreach my $part (split(/\:/,$cache->{$sequence.':'.
 1173:                                                       $problemID.
 1174:                                                       ':parts'})) {
 1175: 		    $codes    .= "-,";
 1176:                     $attempts .= "0,"; 
 1177:                 }
 1178:                 next;
 1179:             }
 1180: 
 1181:             my %partData=undef;
 1182:             # Initialize part data, display skips correctly
 1183:             # Skip refers to when a student made no submissions on that
 1184:             # part/problem.
 1185:             foreach my $part (split(/\:/,$cache->{$sequence.':'.
 1186:                                                   $problemID.
 1187:                                                   ':parts'})) {
 1188:                 $partData{$part.':tries'}=0;
 1189:                 $partData{$part.':code'}='-';
 1190:             }
 1191: 
 1192:             # Looping through all the versions of each part, starting with the
 1193:             # oldest version.  Basically, it gets the most recent 
 1194:             # set of grade data for each part.
 1195: 	    for(my $Version=1; $Version<=$LatestVersion; $Version++) {
 1196:                 foreach my $part (split(/\:/,$cache->{$sequence.':'.
 1197:                                                       $problemID.
 1198:                                                       ':parts'})) {
 1199: 
 1200:                     if(!defined($cache->{$name.":$Version:$problem".
 1201:                                                ":resource.$part.solved"})) {
 1202:                         # No grade for this submission, so skip
 1203:                         next;
 1204:                     }
 1205: 
 1206:                     my $tries=0;
 1207:                     my $code='U';
 1208: 
 1209:                     $tries = $cache->{$name.":$Version:$problem".
 1210:                                       ":resource.$part.tries"};
 1211:                     $partData{$part.':tries'}=($tries) ? $tries : 0;
 1212: 
 1213:                     my $val = $cache->{$name.":$Version:$problem".
 1214:                                        ":resource.$part.solved"};
 1215:                     if    ($val eq 'correct_by_student')   {$code = 'Y';} 
 1216:                     elsif ($val eq 'correct_by_override')  {$code = 'y';}
 1217:                     elsif ($val eq 'incorrect_attempted')  {$code = 'N';} 
 1218:                     elsif ($val eq 'incorrect_by_override'){$code = 'N';}
 1219:                     elsif ($val eq 'excused')              {$code = 'x';}
 1220:                     $partData{$part.':code'}=$code;
 1221:                 }
 1222:             }
 1223: 
 1224:             # Loop through all the parts for the current problem in the 
 1225:             # correct order and prepare the output
 1226:             foreach (split(/\:/,$cache->{$sequence.':'.$problemID.
 1227:                                          ':parts'})) {
 1228:                 $codes    .= $partData{$_.':code'}.',';
 1229:                 $attempts .= $partData{$_.':tries'}.','; 
 1230:             }
 1231:         }
 1232:         $codes    =~ s/,$//;
 1233:         $attempts =~ s/,$//;
 1234:         $Str .= '<td>'.$codes.'</td>';
 1235:         $Str .= '<td>'.$attempts.'</td>';
 1236:         $Str .= '</tr>'."\n";
 1237:     }
 1238: 
 1239:     $Str .= '</table>'."\n";
 1240: 
 1241:     return $Str;
 1242: }
 1243: 
 1244: #---- END Student Assessment Web Page ----------------------------------------
 1245: 
 1246: #---- Menu Web Page ----------------------------------------------------------
 1247: 
 1248: sub Title {
 1249:     my ($downloadTime)=@_;
 1250: 
 1251:     my $Ptr = '';
 1252: 
 1253:     $Ptr .= '<html><head><title>LON-CAPA Statistics</title></head>'."\n";
 1254:     $Ptr .= '<body bgcolor="#FFFFFF">'."\n";
 1255:     $Ptr .= '<script>window.focus(); window.width=500;window.height=500;';
 1256:     $Ptr .= '</script>'."\n";
 1257:     $Ptr .= '<img align=right src=/adm/lonIcons/lonlogos.gif>'."\n";
 1258:     $Ptr .= '<h1> Course : "';
 1259:     $Ptr .= $ENV{'course.'.$ENV{'request.course.id'}.'.description'};
 1260:     $Ptr .= '"</h1>'."\n";
 1261:     $Ptr .= '<h3>'.$downloadTime.'</h3>';
 1262: 
 1263:     return $Ptr;
 1264: }
 1265: 
 1266: sub CreateMenuForm {
 1267:     my ($cache)=@_;
 1268:     my $Ptr = '<table border="0">';
 1269:     $Ptr .= '<tr><td><input type="submit" name="ProblemStatistics" ';
 1270:     $Ptr .= 'value="Problem Stats"/>';
 1271:     $Ptr .= '</td></tr>'."\n";
 1272: 
 1273:     if(defined($cache->{'OptionResponses'})) {
 1274:         $Ptr .= '<tr><td><input type="submit" name="ProblemAnalysis" ';
 1275:         $Ptr .= 'value="Problem Analysis"/>';
 1276:         $Ptr .= '</td></tr>'."\n";
 1277:     }
 1278: 
 1279:     $Ptr .= '<tr><td><input type="submit" name="StudentAssessment" ';
 1280:     $Ptr .= 'value="Student Assessment"/>';
 1281:     $Ptr .= '</td></tr>'."\n";
 1282:     #$Ptr .= '<input type="submit" name="ActivityLog" value="Activity Log"/>';
 1283: 
 1284:     $Ptr .= '</table>'."\n";
 1285: 
 1286:     return $Ptr;
 1287: }
 1288: 
 1289: #---- END Menu Web Page ------------------------------------------------------
 1290: 
 1291: #---- HELPER FUNCTIONS -------------------------------------------------------
 1292: 
 1293: sub CheckFormElement {
 1294:     my ($cache, $ENVName, $cacheName, $default)=@_;
 1295: 
 1296:     if(defined($ENV{'form.'.$ENVName})) {
 1297:         $cache->{$cacheName} = $ENV{'form.'.$ENVName};
 1298:     } elsif(!defined($cache->{$cacheName})) {
 1299:         $cache->{$cacheName} = $default;
 1300:     }
 1301: 
 1302:     return;
 1303: }
 1304: 
 1305: sub ProcessFormData{
 1306:     my ($cacheDB, $isCached)=@_;
 1307:     my %cache;
 1308: 
 1309:     if(tie(%cache,'GDBM_File',$cacheDB,&GDBM_WRCREAT,0640)) {
 1310:         # Select page to display
 1311:         if(defined($ENV{'form.ProblemStatistics'}) ||
 1312:            defined($ENV{'form.ProblemStatisticsRecalculate'}) || 
 1313:            defined($ENV{'form.DisplayCSVFormat'})) {
 1314:             $cache{'GoToPage'} = 'ProblemStatistics';
 1315:             &CheckFormElement(\%cache, 'DisplayCSVFormat',
 1316:                               'DisplayFormat', 'Display Table Format');
 1317:             &CheckFormElement(\%cache, 'Ascend','ProblemStatisticsAscend',
 1318:                               'Ascending');
 1319:             &CheckFormElement(\%cache, 'Maps', 'ProblemStatisticsMap', 
 1320:                               'All Maps');
 1321:         } elsif(defined($ENV{'form.ProblemAnalysis'})) {
 1322:             $cache{'GoToPage'} = 'ProblemAnalysis';
 1323:             &CheckFormElement(\%cache, 'Interval', 'Interval', '1');
 1324:         } elsif(defined($ENV{'form.StudentAssessment'}) ||
 1325:                 defined($ENV{'form.CreateStudentAssessment'}) ||
 1326:                 defined($ENV{'form.NextStudent'}) ||
 1327:                 defined($ENV{'form.PreviousStudent'})) {
 1328:             $cache{'GoToPage'} = 'StudentAssessment';
 1329:             if(defined($ENV{'form.NextStudent'})) {
 1330:                 $cache{'StudentAssessmentMove'} = 'next';
 1331:             } elsif(defined($ENV{'form.PreviousStudent'})) {
 1332:                 $cache{'StudentAssessmentMove'} = 'previous';
 1333:             } else {
 1334:                 $cache{'StudentAssessmentMove'} = 'selected';
 1335:             }
 1336:             &CheckFormElement(\%cache, 'Maps', 'StudentAssessmentMap', 
 1337:                               'All Maps');
 1338: 
 1339:             &CheckFormElement(\%cache, 'Students', 'StudentAssessmentStudent', 
 1340:                               'No Student Selected');
 1341:         } elsif(defined($ENV{'form.DoDiffGraph'})) {
 1342:             $cache{'GoToPage'} = 'DoDiffGraph';
 1343:         } elsif(defined($ENV{'form.PercentWrongGraph'})) {
 1344:             $cache{'GoToPage'} = 'PercentWrongGraph';
 1345:         } elsif(defined($ENV{'form.ActivityLog'})) {
 1346:             $cache{'GoToPage'} = 'ActivityLog';
 1347:         } else {
 1348:             $cache{'GoToPage'} = 'Menu';
 1349:         }
 1350: 
 1351:         &CheckFormElement(\%cache, 'Status', 'Status', 'Active');
 1352: 
 1353:         foreach (keys(%ENV)) {
 1354:             if(/form\.Analyze:::/) {
 1355:                 $cache{'GoToPage'} = 'Analyze';
 1356:                 my ($uri, $title, $part, $problem);
 1357:                 (undef, $uri, $title, $part, $problem)=split(':::', $_);
 1358:                 $cache{'AnalyzeURI'}     = $uri;
 1359:                 $cache{'AnalyzeTitle'}   = $title;
 1360:                 $cache{'AnalyzePart'}    = $part;
 1361:                 $cache{'AnalyzeProblem'} = $problem;
 1362: 
 1363:                 &CheckFormElement(\%cache, 'Interval', 'Interval', '1');
 1364:             }
 1365:         }
 1366:     }
 1367: 
 1368:     return;
 1369: }
 1370: 
 1371: =pod
 1372: 
 1373: =item &SortStudents()
 1374: 
 1375: Determines which students to display and in which order.  Which are 
 1376: displayed are determined by their status(active/expired).  The order
 1377: is determined by the sort button pressed (default to username).  The
 1378: type of sorting is username, lastname, or section.
 1379: 
 1380: =over 4
 1381: 
 1382: Input: $students, $CacheData
 1383: 
 1384: $students: A array pointer to a list of students (username:domain)
 1385: 
 1386: $CacheData: A pointer to the hash tied to the cached data
 1387: 
 1388: Output: \@order
 1389: 
 1390: @order: An ordered list of students (username:domain)
 1391: 
 1392: =back
 1393: 
 1394: =cut
 1395: 
 1396: sub SortStudents {
 1397:     my ($students,$cache)=@_;
 1398: 
 1399:     my @sorted1Students=();
 1400:     foreach (@$students) {
 1401:         push(@sorted1Students, $_);
 1402:     }
 1403: #        my ($end,$start)=split(/\:/,$cache->{$_.':date'});
 1404: #        my $active=1;
 1405: #        my $now=time;
 1406: #        my $Status=$cache->{'form.Status'};
 1407: #        $Status = ($Status) ? $Status : 'Active';
 1408: #        if((($end) && $now > $end) && (($Status eq 'Active'))) { 
 1409: #            $active=0; 
 1410: #        }
 1411: #        if(($Status eq 'Expired') && ($end == 0 || $now < $end)) {
 1412: #            $active=0;
 1413: #        }
 1414: #        if($active) {
 1415: #            push(@sorted1Students, $_);
 1416: #        }
 1417: #    }
 1418: 
 1419:     my $Pos = $cache->{'form.ChartSort'};
 1420:     my %sortData;
 1421:     if($Pos eq 'Last Name') {
 1422: 	for(my $index=0; $index<scalar @sorted1Students; $index++) {
 1423: 	    $sortData{$cache->{$sorted1Students[$index].':fullname'}}=
 1424: 		$sorted1Students[$index];
 1425: 	}
 1426:     } elsif($Pos eq 'Section') {
 1427: 	for(my $index=0; $index<scalar @sorted1Students; $index++) {
 1428: 	    $sortData{$cache->{$sorted1Students[$index].':section'}.
 1429: 		      $sorted1Students[$index]}=$sorted1Students[$index];
 1430: 	}
 1431:     } else {
 1432: 	# Sort by user name
 1433: 	for(my $index=0; $index<scalar @sorted1Students; $index++) {
 1434: 	    $sortData{$sorted1Students[$index]}=$sorted1Students[$index];
 1435: 	}
 1436:     }
 1437: 
 1438:     my @order = ();
 1439:     foreach my $key (sort(keys(%sortData))) {
 1440: 	push (@order,$sortData{$key});
 1441:     }
 1442: 
 1443:     return \@order;
 1444: }
 1445: 
 1446: sub PrepareData {
 1447:     my ($c, $cacheDB)=@_;
 1448: 
 1449:     # Test for access to the cache data
 1450:     my $isCached=0;
 1451:     my $courseID=$ENV{'request.course.id'};
 1452:     my $isRecalculate=0;
 1453:     if(defined($ENV{'form.ProblemStatisticsRecalculate'}) ||
 1454:        defined($ENV{'form.ChartRecalculate'})) {
 1455:         $isRecalculate=1;
 1456:     }
 1457: 
 1458:     $isRecalculate=1;
 1459: 
 1460:     $isCached=&Apache::loncoursedata::TestCacheData($cacheDB, $isRecalculate);
 1461:     if($isCached < 0) {
 1462:         return "Unable to tie hash to db file.";
 1463:     }
 1464:     &ProcessFormData($cacheDB, $isCached);
 1465: 
 1466:     # Download class list information if not using cached data
 1467:     my %cache;
 1468:     my @students=();
 1469:     if(!$isCached) {
 1470:         unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_WRCREAT,0640)) {
 1471:             return "Unable to tie hash to db file.";
 1472:         }
 1473: 
 1474:         my $processTopResourceMapReturn=
 1475:             &Apache::loncoursedata::ProcessTopResourceMap(\%cache, $c);
 1476:         if($processTopResourceMapReturn ne 'OK') {
 1477:             untie(%cache);
 1478:             return $processTopResourceMapReturn;
 1479:         }
 1480: 
 1481:         if($c->aborted()) {
 1482:             untie(%cache);
 1483:             return 'aborted'; 
 1484:         }
 1485: 
 1486:         my $classlist=&Apache::loncoursedata::DownloadStudentNamePIDSection(
 1487:                                                                    $courseID, 
 1488:                                                                    $c);
 1489:         my ($checkForError)=keys(%$classlist);
 1490:         if($checkForError =~ /^(con_lost|error|no_such_host)/i ||
 1491:            defined($classlist->{'error'})) {
 1492:             untie(%cache);
 1493:             return "Error getting student data.";
 1494:         }
 1495: 
 1496:         if($c->aborted()) {
 1497:             untie(%cache);
 1498:             return 'aborted'; 
 1499:         }
 1500: 
 1501:         # Active is a temporary solution, remember to change
 1502:         @students=&Apache::loncoursedata::ProcessClassList(\%cache, 
 1503:                                                            $classlist, 
 1504:                                                            $courseID, 
 1505:                                                            'Active', $c);
 1506: 
 1507:         if($c->aborted()) {
 1508:             untie(%cache);
 1509:             return 'aborted'; 
 1510:         }
 1511: 
 1512:         untie(%cache);
 1513:     } else {
 1514:         if(!$c->aborted() && tie(%cache,'GDBM_File',$cacheDB,
 1515:                                  &GDBM_READER,0640)) {
 1516:             @students=split(/:::/,$cache{'NamesOfStudents'});
 1517:         } else {
 1518:             return 'aborted';
 1519:         }
 1520:     }
 1521: 
 1522:     return ('OK', $isCached, \@students);
 1523: }
 1524: 
 1525: # Create progress
 1526: sub Create_PrgWin {
 1527:     $r->print(<<ENDPOP);
 1528:     <script>
 1529:     popwin=open('','popwin','width=400,height=100');
 1530:     popwin.document.writeln('<html><body bgcolor="#88DDFF">'+
 1531:       '<title>LON-CAPA Statistics</title>'+
 1532:       '<h4>Computation Progress</h4>'+
 1533:       '<form name=popremain>'+
 1534:       '<input type=text size=35 name=remaining value=Starting></form>'+
 1535:       '</body></html>');
 1536:     popwin.document.close();
 1537:     </script>
 1538: ENDPOP
 1539: 
 1540:     $r->rflush();
 1541: }
 1542: 
 1543: # update progress
 1544: sub Update_PrgWin {
 1545:     my ($totalStudents,$index,$name)=@_;
 1546:     $r->print('<script>popwin.document.popremain.remaining.value="'.
 1547:               'Computing '.$index.'/'.$totalStudents.': '.
 1548:               $name.'";</script>');
 1549:     $r->rflush();
 1550: }
 1551: 
 1552: # close Progress Line
 1553: sub Close_PrgWin {
 1554:     $r->print('<script>popwin.close()</script>');
 1555:     $r->rflush(); 
 1556: }
 1557: 
 1558: # For loading the colored table for display or un-colored for print
 1559: sub setbgcolor {
 1560:     my $PrintTable=shift;
 1561:     undef %color;
 1562:     if ($PrintTable){
 1563: 	$color{"gb"}="#FFFFFF";
 1564: 	$color{"red"}="#FFFFFF";
 1565: 	$color{"yellow"}="#FFFFFF";
 1566: 	$color{"green"}="#FFFFFF";
 1567: 	$color{"purple"}="#FFFFFF";
 1568:     } else {
 1569: 	$color{"gb"}="#DDFFFF";
 1570: 	$color{"red"}="#FFDDDD";
 1571: 	$color{"yellow"}="#EEFFCC";
 1572: 	$color{"green"}="#DDFFDD";
 1573: 	$color{"purple"}="#FFDDFF";
 1574:     }
 1575: 
 1576:     return;
 1577: }
 1578: 
 1579: sub initial {
 1580:     undef %hash;
 1581:     undef %CachData;
 1582:     undef %GraphDat;
 1583:     undef %ConceptData;
 1584:     undef $Pos;
 1585:     undef $GData;
 1586: }
 1587: 
 1588: #---- END HELPER FUNCTIONS ---------------------------------------------------
 1589: 
 1590: sub BuildProblemStatisticsPage {
 1591:     my ($cacheDB, $students)=@_;
 1592: 
 1593:     my %cache;
 1594:     unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER,0640)) {
 1595:         $r->print('<html><body>Unable to tie database.</body></html>');
 1596:         return;
 1597:     }
 1598: 
 1599:     my $Ptr = '';
 1600:     $Ptr .= '<form name="ProblemStatisticsPage" method="post" ';
 1601:     $Ptr .= 'action="/adm/statistics">'."\n";
 1602:     $Ptr .= '<table border="0"><tbody>';
 1603:     $Ptr .= '<tr><td></td><td align="left"><input type="submit" name="Menu" ';
 1604:     $Ptr .= 'value="Return to Menu" /></td></tr>'."\n";
 1605:     $r->print($Ptr);
 1606: 
 1607:     $r->print(&MapOptions(\%cache, 'ProblemStatistics'));
 1608:     $r->print(&StatusOptions());
 1609:     $r->print(&AscendOrderOptions());
 1610:     $r->print(&ProblemStatisticsButtons(\%cache));
 1611:     $r->print('</table>');
 1612: 
 1613:     $r->print(&ProblemStatisticsLegend());
 1614: 
 1615: #    my $discriminantFactor;
 1616: #    my $list;
 1617: #    foreach (@$students) {
 1618: #        ($discriminantFactor, $list) = &ExtractStudentData($_);
 1619: #    }
 1620: 
 1621: #    my ($upper, $lower) = &Discriminant($discriminantFactor);
 1622: #    my %Header = (0,"Homework Sets Order",1,"#Stdnts",2,"Tries",3,"Mod",
 1623: #                  4,"Mean",5,"#YES",6,"#yes",7,"%Wrng",8,"DoDiff",
 1624: #                  9,"S.D.",10,"Skew.",11,"D.F.1st",12,"D.F.2nd");
 1625: #    &BuildStatisticsTable(\%cache, $discriminantFactor, $list, \%Header);
 1626: 
 1627:     $r->print('</form>');
 1628: 
 1629:     untie(%cache);
 1630: 
 1631:     return;
 1632: }
 1633: 
 1634: sub BuildDiffGraph {
 1635:     my ($courseID)=@_;
 1636: 
 1637:     my $graphData = &GetGraphData('DiffGraph', $courseID);
 1638:     $r->print('<IMG src="/cgi-bin/graph.gif?'.$graphData.'" />');
 1639: 
 1640:     return;
 1641: }
 1642: 
 1643: sub BuildWrongGraph {
 1644:     my ($courseID)=@_;
 1645: 
 1646:     my $graphData = &GetGraphData('WrongGraph', $courseID);
 1647:     $r->print('<IMG src="/cgi-bin/graph.gif?'.$graphData.'" />');
 1648: 
 1649:     return;
 1650: }
 1651: 
 1652: sub BuildAnalyzePage {
 1653:     my ($cacheDB, $students, $courseID)=@_;
 1654: 
 1655:     my %cache;
 1656:     unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER,0640)) {
 1657:         $r->print('<html><body>Unable to tie database.</body></html>');
 1658:         return;
 1659:     }
 1660: 
 1661:     &ShowOpGraph(\%cache, $students, $courseID);
 1662: 
 1663:     untie(%cache);
 1664: 
 1665:     return;
 1666: }
 1667: 
 1668: sub BuildProblemAnalysisPage {
 1669:     my ($cacheDB)=@_;
 1670: 
 1671:     my %cache;
 1672:     unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER,0640)) {
 1673:         $r->print('<html><body>Unable to tie database.</body></html>');
 1674:         return;
 1675:     }
 1676: 
 1677:     $r->print('<form name="ProblemAnalysisPage" method="post" ');
 1678:     $r->print('action="/adm/statistics">'."\n");
 1679:     $r->print('<tr><td></td><td align="left"><input type="submit" ');
 1680:     $r->print('name="Menu" value="Return to Menu" /></td></tr>'."\n");
 1681:     $r->print(&IntervalOptions());
 1682:     $r->print(&OptionResponseTable(\%cache));
 1683:     $r->print('</form>'."\n");
 1684: 
 1685:     untie(%cache);
 1686: 
 1687:     return;
 1688: }
 1689: 
 1690: sub BuildStudentAssessmentPage {
 1691:     my ($cacheDB, $students, $courseID)=@_;
 1692: 
 1693:     my %cache;
 1694: 
 1695:     my $Ptr = '';
 1696:     $Ptr .= '<form name="StudentAssessmentPage" method="post" ';
 1697:     $Ptr .= 'action="/adm/statistics">'."\n";
 1698:     $Ptr .= '<table border="0"><tbody>';
 1699:     $Ptr .= '<tr><td></td><td align="left"><input type="submit" name="Menu" ';
 1700:     $Ptr .= 'value="Return to Menu" /></td></tr>'."\n";
 1701:     $r->print($Ptr);
 1702: 
 1703:     unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER,0640)) {
 1704:         $r->print('<html><body>Unable to tie database.</body></html>');
 1705:         return;
 1706:     }
 1707: 
 1708:     my $selectedName = $cache{'StudentAssessmentStudent'};
 1709:     for(my $index=0; $index<(scalar @$students); $index++) {
 1710:         my ($username) = split(':', $students->[$index]);
 1711:         if($username eq $selectedName) {
 1712:             if($cache{'StudentAssessmentMove'} eq 'next') {
 1713:                 if($index == ((scalar @$students) - 1)) {
 1714:                     ($selectedName) = split(':',$students->[0]);
 1715:                 } else {
 1716:                     ($selectedName) = split(':',$students->[$index+1]);
 1717:                 }
 1718:             } elsif($cache{'StudentAssessmentMove'} eq 'previous') {
 1719:                 if($index == 0) {
 1720:                     ($selectedName) = split(':',
 1721:                                            $students->[(scalar @$students)-1]);
 1722:                 } else {
 1723:                     ($selectedName)=split(':',$students->[$index-1]);
 1724:                 }
 1725:             }
 1726:             last;
 1727:         }
 1728:     }
 1729: 
 1730:     $r->print(&MapOptions(\%cache, 'StudentAssessment'));
 1731:     $r->print(&StudentOptions($students, $selectedName));
 1732: 
 1733:     $Ptr  = '<tr><td></td><td align="left">';
 1734:     $Ptr .= '<input type="submit" name="CreateStudentAssessment" ';
 1735:     $Ptr .= 'value="Create Student Report" />';
 1736:     $Ptr .= '&nbsp&nbsp&nbsp';
 1737:     $Ptr .= '<input type="submit" name="PreviousStudent" ';
 1738:     $Ptr .= 'value="Previous Student" />';
 1739:     $Ptr .= '&nbsp&nbsp&nbsp';
 1740:     $Ptr .= '<input type="submit" name="NextStudent" ';
 1741:     $Ptr .= 'value="Next Student" />';
 1742:     $Ptr .= '&nbsp&nbsp&nbsp';
 1743:     $Ptr .= '</td></tr></tbody></table></form>'."\n";
 1744:     $r->print($Ptr);
 1745: 
 1746:     untie(%cache);
 1747: 
 1748:     if($selectedName eq 'No Student Selected') {
 1749: 	$r->print('<h3><font color=blue>WARNING: ');
 1750:         $r->print('Please select a student</font></h3>');
 1751:         return;
 1752:     }
 1753: 
 1754:     my $name = '';
 1755:     foreach (@$students) {
 1756:         my ($currentName) = split(':',$_);
 1757:         if($currentName eq $selectedName) {
 1758:             $name = $_;
 1759:             last;
 1760:         }
 1761:     }
 1762:     if($name eq '') {
 1763:         $r->print('<h3><font color=blue>ERROR: Unknown student selected.');
 1764:         $r->print('</font></h3>');
 1765:         return;
 1766:     }
 1767: 
 1768:     my $courseData = 
 1769:         &Apache::loncoursedata::DownloadStudentCourseInformation($name, 
 1770:                                                                  $courseID);
 1771:     if(tie(%cache,'GDBM_File',$cacheDB,&GDBM_WRCREAT,0640)) {
 1772:         &Apache::loncoursedata::ProcessStudentData(\%cache, 
 1773:                                                    $courseData, $name);
 1774:         untie(%cache);
 1775:     }
 1776: 
 1777:     unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER,0640)) {
 1778:         $Ptr .= 'Could not tie database.';
 1779:         return $Ptr;
 1780:     }
 1781:     $r->print(&StudentReport(\%cache, $name));
 1782:     untie(%cache);
 1783: 
 1784:     return;
 1785: }
 1786: 
 1787: sub BuildMenu {
 1788:     my ($cacheDB)=@_;
 1789: 
 1790:     my %cache;
 1791:     unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER,0640)) {
 1792:         $r->print('<html><body>Unable to tie database.</body></html>');
 1793:         return;
 1794:     }
 1795: 
 1796:     $r->print('<form name="Menu" method="post" action="/adm/statistics" >');
 1797:     $r->print(&CreateMenuForm(\%cache));
 1798:     $r->print('</form>'."\n");
 1799: 
 1800:     untie(%cache);
 1801: 
 1802:     return;
 1803: }
 1804: 
 1805: # ================================================================ Main Handler
 1806: 
 1807: sub handler {
 1808:     $r=shift;
 1809:     &initial();
 1810: 
 1811:     unless(&Apache::lonnet::allowed('vgr',$ENV{'request.course.id'})) {
 1812:         $ENV{'user.error.msg'}=
 1813:         $r->uri.":vgr:0:0:Cannot view grades for complete course";
 1814:         return HTTP_NOT_ACCEPTABLE; 
 1815:     }
 1816: 
 1817:     # Set document type for header only
 1818:     if($r->header_only) {
 1819:         if ($ENV{'browser.mathml'}) {
 1820:             $r->content_type('text/xml');
 1821:         } else {
 1822:             $r->content_type('text/html');
 1823:         }
 1824:         &Apache::loncommon::no_cache($r);
 1825:         $r->send_http_header;
 1826:         return OK;
 1827:     }
 1828: 
 1829:     unless($ENV{'request.course.fn'}) {
 1830: 	my $requrl=$r->uri;
 1831:         $ENV{'user.error.msg'}="$requrl:bre:0:0:Course not initialized";
 1832:         return HTTP_NOT_ACCEPTABLE; 
 1833:     }
 1834: 
 1835:     $r->content_type('text/html');
 1836:     $r->send_http_header;
 1837: 
 1838:     my %cache;
 1839:     my $courseID=$ENV{'request.course.id'};
 1840:     my $cacheDB = "/home/httpd/perl/tmp/$ENV{'user.name'}".
 1841:                   "_$ENV{'user.domain'}_$courseID\_statistics.db";
 1842:     my $c = $r->connection;
 1843: 
 1844:     my ($returnValue, $isCached, $students) = &PrepareData($c, $cacheDB);
 1845:     if($returnValue ne 'OK') {
 1846:         $r->print('<html><body>'.$returnValue."\n".'</body></html>');
 1847:         return OK;
 1848:     }
 1849: 
 1850:     my $downloadTime=0;
 1851:     my $GoToPage;
 1852:     if(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER,0640)) {
 1853:         $students = &SortStudents($students, \%cache);
 1854:         if(defined($cache{'time'})) {
 1855:             $downloadTime=$cache{'time'};
 1856:         } else {
 1857:             $downloadTime=localtime();
 1858:         }
 1859:         if(!defined($cache{'GoToPage'})) {
 1860:             $GoToPage = 'Menu';
 1861:         } else {
 1862:             $GoToPage = $cache{'GoToPage'};
 1863:         }
 1864:         untie(%cache);
 1865:     } else {
 1866:         $r->print('<html><body>Unable to tie database.</body></html>');
 1867:         return OK;
 1868:     }
 1869: 
 1870:     &setbgcolor(0);
 1871:     $r->print(&Title());
 1872: 
 1873:     if($GoToPage eq 'ActivityLog') {
 1874:         &Activity();
 1875:     } elsif($GoToPage eq 'ProblemStatistics') {
 1876:         &BuildProblemStatisticsPage($cacheDB, $students);
 1877:     } elsif($GoToPage eq 'ProblemAnalysis') {
 1878:         &BuildProblemAnalysisPage($cacheDB);
 1879:     } elsif($GoToPage eq 'StudentAssessment') {
 1880:         &BuildStudentAssessmentPage($cacheDB, $students, $courseID);
 1881:     } elsif($GoToPage eq 'Analyze') {
 1882:         &BuildAnalyzePage($cacheDB, $students, $courseID);
 1883:     } elsif($GoToPage eq 'DoDiffGraph') {
 1884:         &BuildDiffGraph($courseID);
 1885:     } elsif($GoToPage eq 'PercentWrongGraph') {
 1886:         &BuildWrongGraph($courseID);
 1887:     } else {
 1888:         &BuildMenu($cacheDB);
 1889:     }
 1890: 
 1891:     $r->print("\n".'</body>'."\n".'</html>');
 1892:     $r->rflush();
 1893: 
 1894:     return OK;
 1895: }
 1896: 1;
 1897: __END__

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