--- loncom/interface/lonstatistics.pm	2002/07/22 20:35:05	1.29
+++ loncom/interface/lonstatistics.pm	2002/07/24 14:52:32	1.30
@@ -1,7 +1,7 @@
 # The LearningOnline Network with CAPA
 # (Publication Handler
 #
-# $Id: lonstatistics.pm,v 1.29 2002/07/22 20:35:05 stredwic Exp $
+# $Id: lonstatistics.pm,v 1.30 2002/07/24 14:52:32 stredwic Exp $
 #
 # Copyright Michigan State University Board of Trustees
 #
@@ -37,1435 +37,22 @@
 
 package Apache::lonstatistics; 
 
-use strict; 
+use strict;
 use Apache::Constants qw(:common :http);
 use Apache::lonnet();
 use Apache::lonhomework;
 use Apache::loncommon;
 use Apache::loncoursedata;
 use Apache::lonhtmlcommon;
+use Apache::lonproblemanalysis;
+use Apache::lonproblemstatistics;
+use Apache::lonstudentassessment;
 use Apache::lonchart;
 use HTML::TokeParser;
 use GDBM_File;
 
-# -------------------------------------------------------------- Module Globals
-my %hash;
-my %CachData;
-my %GraphDat;
 my $r;
-my $GData;
 my %color;
-my %foil_to_concept;
-my @Concepts;
-my %ConceptData;
-my %Answer=();
-my %mapsort;
-
-my %Activity=();
-my %Grade=();
-my %DoDiff=();
-my %Discuss=();
-my $TotalDiscuss=0;
-my $TotalDiscuss_=0;
-
-
-sub LoadDiscussion {
-#    my $symb=shift;
-#    $r->print('<br>$cid ... '.$symb);
-#    my %contrib=&Apache::lonnet::dump('msu_2964385f9033c63msul1','msu','2964385f9033c63msul1');
-    my $cid=$ENV{'request.course.id'};
-    my %contrib=&Apache::lonnet::dump(
-                $ENV{'request.course.id'},
-                $ENV{'course.'.$ENV{'request.course.id'}.'.domain'},
-                $ENV{'course.'.$ENV{'request.course.id'}.'.num'});
-				                            
-    foreach my $temp(keys %contrib) {
-	if ($temp=~/^version/) {
-	    my $ver=$contrib{$temp};
-	    my ($dummy,$prb)=split(':',$temp);
-	    for (my $idx=1; $idx<=$ver; $idx++ ) {
-		my $name=$contrib{"$idx:$prb:sendername"};
-		$Discuss{"$name:$prb"}=$idx;	
-	    }
-	}
-    }       
-#   $r->print('<br>cid='.$cid);
-#    my %contrib=&Apache::lonnet::restore($symb,$cid,
-#					 $ENV{$cid.'.domain'},
-#					 $ENV{'course.'.$cid.'.num'});
-
-#    $Apache::lonxml::debug=1;
-#    &Apache::lonhomework::showhash(%Discuss);
-#    $Apache::lonxml::debug=0;
-}
-
-sub LoadDoDiffFile {
-    my $file="/home/minaeibi/183d.txt";
-    open(FILEID, "<$file");
-    my $line=<FILEID>;
-    %DoDiff=();
-    my @Act=split('&',$line);
-    
-#    $r->print('<br>'.$#Act);
-    for(my $n=0;$n<=$#Act;$n++){
-       my ($res,$Degree)=split('@',$Act[$n]);
-      $DoDiff{$res}=$Degree;
-    }
-}
-
-
-sub LoadClassFile {
-    my $file="/home/minaeibi/class.txt";
-    open(FILEID, "<$file");
-    my $line;
-    %Grade=();
-    while ($line=<FILEID>) {
-        my ($id,$ex1,$ex2,$ex3,$ex4,$hw,$final,$grade)=split(' ',$line);
-        $Grade{$id}=$grade;
-    }
-}
-
-
-#------- Classification  
-sub Classify {
-    my ($DiscFac, $students)=@_;
-    &LoadClassFile();
-    my $Count=0;
-    my @List=();
-    my @LS=();
-    my @LF=();
-    my @LM=();
-    my $cf=0;
-    my $cs=0;
-    my $cm=0;
-    foreach (keys(%$DiscFac)){  
-	my @l=split(/\:/,$_);
-	if (!($students->{$l[1]})) {next;}
-	my $Grade=$Grade{$students->{$l[1]}};
-	if( $Grade > 3 ) {
-	    $cs++;
-	    push(@LS,("$l[6],$l[5],$l[4],$l[7],$l[8],$l[9],Successful"));
-	} elsif ( $Grade > 2 ) {
-	    $cm++;
-	    push(@LM,("$l[6],$l[5],$l[4],$l[7],$l[8],$l[9],Average"));
-	} else {
-	    $cf++;
-	    push(@LF,("$l[6],$l[5],$l[4],$l[7],$l[8],$l[9],Failed"));
-	}
-    }    
-    for(my $n=0;$n<$cs;$n++){$r->print('<br>'.$LS[$n]);}
-    for(my $n=0;$n<$cm;$n++){$r->print('<br>'.$LM[$n]);}  
-    for(my $n=0;$n<$cf;$n++){$r->print('<br>'.$LF[$n]);}
-} 
-
-
-sub ProcAct {
-    # return;
-    my ($Act,$Submit)=@_;
-    my @Act=split(/\@/,$Act);
-    @Act = sort(@Act);
-
-    ##$r->print('<br>'.$#Act);
-    ##for(my $n=0;$n<=$#Act;$n++){
-##	$r->print('<br>n='.$n.')'.$Act[$n]);
-##    }
-
-#    my $Beg=$Act[0];
-    my $Dif=$Submit-$Act[0];
-    $Dif = ($Dif>0) ? ($Dif/3600) : 0; 
-
-#    $r->print('<br>Access Number = '.$#Act.'<br>Submit Time='.$Submit.'<br>First Access='.$Act[0].'<br>Last Access='.$Act[$#Act].'<br> Submit - First = <b>'.$Dif.'</b>');
-
-
-#time spent for solving the problem           
-#    $r->print('<br>Def'.($Act[$#Act-1]-$Act[0]));
-
-    return $Dif;
-}
-
-
-
-sub LoadActivityLog {
-#    my $CacheDB = "/home/minaeibi/act183.log.cache";
-    my $CacheDB = "/home/httpd/perl/tmp/act183.log.cache";
-    
-    if (-e "$CacheDB") {
-	if (tie(%Activity,'GDBM_File',"$CacheDB",&GDBM_READER,0640)) {
-	    return;
-        }
-        else {
-	    $r->print("Unable to tie log Cache hash to db file");
-        }
-    }
-    else {
-	if (tie(%Activity,'GDBM_File',$CacheDB,&GDBM_WRCREAT,0640)) {
-	    foreach (keys %Activity) {delete $Activity{$_};}
-	    &Build_log(); 
-	}
-        else {
-	    $r->print("Unable to tie log Build hash to db file");
-        }
-    }
-}
-
-sub Build_log {
-    my $file="/home/minaeibi/act183.log";
-    open(FILEID, "<$file");
-    my $line;
-    my $count=0;
-    while ($line=<FILEID>) {
-	my ($time,$machine,$what)=split(':',$line);
-	$what=&Apache::lonnet::unescape($what);
-	my @accesses=split('&',$what);
-	           
-	foreach my $access (@accesses) {
-
-	    $count++;
-
-	    my ($date,$resource,$who,$domain,$post,@posts)=split(':',$access);
-	    if (!$resource) { next; }
-	    my $res=&Apache::lonnet::unescape($resource);
-	    if (($res =~ /\.problem/)) {
-		$Activity{$who.':'.$res}.=$date.'@';
-                #$r->print('<br>'.$time.':'.$who.'---'.$res);
-		&Update_PrgInit($count);
-
-	    }
-	}
-    }
-
-# my $c=1;
-# foreach (sort keys %Activity) {
-#     $r->print('<br>'.$c.')'.$_.' ... '.$Activity{$_});
-#     $c++;
-# }
-
-}
-
-sub Activity {
-#    $rid=~/(\d+)\.(\d+)/;
-#    my $MapId=$1;
-#    my $PrbId=$2;
-#    my $MapOrg = $hash{'map_id_'.$MapId};
-#    my $Map = &Apache::lonnet::declutter($MapOrg);
-#    my $URI = $hash{'src_'.$rid};
-#    my $Symb = $Map.'___'.$PrbId.'___'.&Apache::lonnet::declutter($URI);
-    my $file="/home/minaeibi/activity.log";
-    my $userid='adamsde1';
-    $r->print("<br>Using $file");
-    $r->rflush();
-    open(FILEID, "<$file");
-    my $line;
-    my @allaccess;
-    my $Count=0;
-    while ($line=<FILEID>) {
-	my ($time,$machine,$what)=split(':',$line);
-	$what=&Apache::lonnet::unescape($what);
-	my @accesses=split('&',$what);
-	foreach my $access (@accesses) {
-	    my ($date,$resource,$who,$domain,$post,@posts)=split(':',$access);
-	    #if ($who ne $userid) { next; }
-	    if (!$resource) { next; }
-	    my $res=&Apache::lonnet::unescape($resource);
-	    if (($res =~ /\.(sequence|problem|htm|html|page)/)) {
-	    	$Count++;
-		$r->print("<br>$Count) ".localtime($date).": $who --> $res");
-#	        if ($post) { 
-#		    $Count++;
-#		    $r->print("<br><b>$Count) Sent data ".join(':',
-#                              &Apache::lonnet::unescape(@posts)).'</b>');
-#		}
-		$r->rflush();
-	    }
-	    #push (@allaccess,unescape($access));
-	    #print $machine;
-	}
-    }
-#    @allaccess=sort(@allaccess);
-#    $Count=0;
-#    foreach my $access (@allaccess) {
-#	my ($date,$resource,$who,$domain,$post,@posts)=split(':',$access);
-#	$Count++;
-#	$r->print("<br>$Count) $date: $who --> $resource");
-#	$r->rflush();
-#	if ($post) { 
-#	    $r->print("<br><b>Sent data ".join(':',unescape(@posts)).'</b>');
-#	}
-#    }
-}
-
-
-sub InitAnalysis {
-    my ($uri,$part,$problem,$student,$courseID)=@_;
-    my ($uname,$udom)=split(/\:/,$student);
-
-
-    # Render the student's view of the problem.  $Answ is the problem 
-    # Stringafied
-    my $Answ=&Apache::lonnet::ssi($uri,('grade_target' => 'analyze',
-                                  'grade_username' => $uname,
-                                  'grade_domain' => $udom,
-                                  'grade_courseid' => $courseID,
-                                  'grade_symb' => $problem));
-#    my $Answ=&Apache::lonnet::ssi($URI,('grade_target' => 'analyze'));
-
-#    (my $garbage,$Answ)=split(/_HASH_REF__/,$Answ,2);
-    %Answer=();
-    %Answer=&Apache::lonnet::str2hash($Answ);
-
-    my $parts='';
-    foreach my $elm (@{$Answer{"parts"}}) {
-	$parts.="$elm,";
-    }
-    chop($parts);
-    my $conc='';
-    foreach my $elm (@{$Answer{"$parts.concepts"}}) {
-	$conc.="$elm@";
-    }
-    chop($conc);
-
-    @Concepts=split(/\@/,$conc);
-    foreach my $concept (@{$Answer{"$parts.concepts"}}) {
-	foreach my $foil (@{$Answer{"$parts.concept.$concept"}}) {
-	    $foil_to_concept{$foil} = $concept;
-	    #$ConceptData{$foil} = $Answer{"$parts.foil.value.$foil"};
-	}
-    }
-
-    return;
-}
-
-
-sub Interval {
-    my ($part,$symb)=@_;
-    my $Int=$ConceptData{"Interval"};
-    my $due = &Apache::lonnet::EXT('resource.$part.duedate',$symb)+1;
-    my $opn = &Apache::lonnet::EXT('resource.$part.opendate',$symb);
-    my $add=int(($due-$opn)/$Int);
-    $ConceptData{"Int.0"}=$opn;
-    for (my $i=1;$i<$Int;$i++) {
-	$ConceptData{"Int.$i"}=$opn+$i*$add;
-    }
-    $ConceptData{"Int.$Int"}=$due;     
-    for (my $i=0;$i<$Int;$i++) {
-	for (my $n=0; $n<=$#Concepts; $n++ ) {
-	    my $tmp=$Concepts[$n];
-	    $ConceptData{"$tmp.$i.true"}=0;
-	    $ConceptData{"$tmp.$i.false"}=0;
-	}
-    }
-}
-
-
-sub ShowOpGraph {
-    my ($cache, $students, $courseID)=@_;
-    my $uri      = $cache->{'AnalyzeURI'};
-    my $part     = $cache->{'AnalyzePart'};
-    my $problem  = $cache->{'AnalyzeProblem'};
-    my $title    = $cache->{'AnalyzeTitle'};
-    my $interval = $cache->{'Interval'};
-    $ConceptData{"Interval"} = $interval;
-
-    #Initialize the option response true answers
-    &InitAnalysis($uri, $part, $problem, $students->[0],$courseID);
-
-    #compute the intervals
-    &Interval($part,$problem);
-
-    $title =~ s/\ /"_"/eg;
-    $r->print('<br><b>'.$uri.'</b>');
-    $r->rflush();
-         
-    #Java script Progress window
-    &Create_PrgWin();
-    &Update_PrgWin("Starting-to-analyze-problem");
-    for (my $index=0;$index<(scalar @$students);$index++) {
-	&Update_PrgWin($index);
-	&OpStatus($problem,$students->[$index],$courseID);
-    }
-    &Close_PrgWin();
-
-    $r->print('<br>');
-    for (my $k=0; $k<$interval; $k++ ) {
-	&DrawGraph($k,$title);
-    }
-    for (my $k=0; $k<$interval; $k++ ) {
-	&DrawTable($k);
-    }
-#$Apache::lonxml::debug=1;
-#&Apache::lonhomework::showhash(%ConceptData);
-#$Apache::lonxml::debug=0;
-    my $Answ=&Apache::lonnet::ssi($uri);
-    $r->print("<br><b>Here you can see the Problem:</b><br>$Answ");
-}
-
-
-sub DrawTable {
-    my $k=shift;
-    my $Max=0;
-    my @data1;
-    my @data2;
-    my $Correct=0;
-    my $Wrong=0;
-    for (my $n=0; $n<=$#Concepts; $n++ ) {
-	my $tmp=$Concepts[$n];
-	$data1[$n]=$ConceptData{"$tmp.$k.true"};
-	$Correct+=$data1[$n];
-	$data2[$n]=$ConceptData{"$tmp.$k.false"};
-	$Wrong+=$data2[$n];
-	my $Sum=$data1[$n]+$data2[$n];
-	if ( $Max<$Sum ) {$Max=$Sum;}
-    }
-    for (my $n=0; $n<=$#Concepts; $n++ ) {
-	if ($data1[$n]+$data2[$n]<$Max) {
-	    $data2[$n]+=$Max-($data1[$n]+$data2[$n]);
-	}
-    }
-    my $P_No = $#data1+1;
-#    $r->print('<br><b>From: ['.localtime($ConceptData{'Int.'.($k-1)}).
-#              '] To: ['.localtime($ConceptData{"Int.$k"}).']</b>'); 
-    my $Str = "\n".'<table border=2>'.
-              "\n".'<tr>'.
-              "\n".'<th> # </th>'.
-	      "\n".'<th> Concept </th>'.
-	      "\n".'<th> Correct </th>'.
-	      "\n".'<th> Wrong </th>'.
-	      "\n".'</tr>';
-
-    for (my $n=0; $n<=$#Concepts; $n++ ) {
-	$Str .= "\n"."<tr>".
-	        "\n"."<td>".($n+1)."</td>".
-                "\n".'<td bgcolor='.$color{"yellow"}.'> '.$Concepts[$n]." </td>".
-                "\n".'<td bgcolor='.$color{"green"}.'> '.$data1[$n]." </td>".
-                "\n".'<td bgcolor='.$color{"red"}.'> '.$data2[$n]." </td>".
-                "\n"."</tr>";
-    }
-    $Str.='<td></td><td><b>From:['.localtime($ConceptData{'Int.'.$k}).
-          '] To: ['.localtime($ConceptData{'Int.'.($k+1)}-1).
-          "]</b></td><td>$Correct</td><td>$Wrong</td>";
-
-    $Str .= "\n".'</table>';
-
-    $r->print($Str);
-#$Apache::lonxml::debug=1;
-#&Apache::lonhomework::showhash(%ConceptData);
-#$Apache::lonxml::debug=0;
-}
-
-
-sub DrawGraph {
-    my ($k,$Src)=@_;
-    my $Max=0;
-    my @data1;
-    my @data2;
-
-    # Adjust Data and find the Max 
-    for (my $n=0; $n<=$#Concepts; $n++ ) {
-	my $tmp=$Concepts[$n];
-	$data1[$n]=$ConceptData{"$tmp.$k.true"};
-	$data2[$n]=$ConceptData{"$tmp.$k.false"};
-	my $Sum=$data1[$n]+$data2[$n];
-	if ( $Max<$Sum ) {$Max=$Sum;}
-    }
-    for (my $n=0; $n<=$#Concepts; $n++ ) {
-	if ($data1[$n]+$data2[$n]<$Max) {
-	    $data2[$n]+=$Max-($data1[$n]+$data2[$n]);
-	}
-    }
-    my $P_No = $#data1+1;
-
-    if ( $Max > 1 ) { 
-	$Max += (10 - $Max % 10);
-	$Max = int($Max);
-    } else { $Max = 1; }
-
-    my $Titr=($ConceptData{'Interval'}>1) ? $Src.'_interval_'.($k+1) : $Src;
-#    $GData=$Titr.'&Concepts'.'&'.'Answers'.'&'.$Max.'&'.$P_No.'&'.$data1.'&'.$data2;
-    $GData="$Titr&Concepts&Answers&$Max&$P_No&".
-           (join(',',@data1)).'&'.(join(',',@data2));
-
-    $r->print('<IMG src="/cgi-bin/graph.gif?'.$GData.'" border=1/>');
-}
-
-
-sub Decide {
-    #deciding the true or false answer belongs to each interval
-    my ($type,$foil,$time)=@_; 
-    my $k=0;
-    while ($time>$ConceptData{'Int.'.($k+1)} && 
-           $k<$ConceptData{'Interval'}) {$k++;}
-    $ConceptData{"$foil_to_concept{$foil}.$k.$type"}++;
-}
-
-#restore the student submissions and finding the result
-sub OpStatus {
-    my ($problem, $student, $courseID)=@_;
-    my ($username,$userdomain)=split(/':'/,$student);
-    my $code='U';
-    my %reshash=&Apache::lonnet::restore($problem, $courseID, $userdomain, 
-                                         $username);
-    my @True = ();
-    my @False = ();
-    my $flag=0;
-    if ($reshash{'version'}) {
-        my $tries=0;
-	&Apache::lonhomework::showhash(%Answer);
-	for (my $version=1;$version<=$reshash{'version'};$version++) {
-	    my $time=$reshash{"$version:timestamp"};
-	   
-	    foreach my $key (sort(split(/\:/,$reshash{$version.':keys'}))) {
-		if (($key=~/\.(\w+)\.(\w+)\.submission$/)) {
-		    my $Id1 = $1; my $Id2 = $2;
-		    #check if this is a repeat submission, if so skip it
-          	    if ($reshash{"$version:resource.$Id1.previous"}) { next; }
-		    #if no solved this wasn't a real submission, ignore it
-		    if (!defined($reshash{"$version:resource.$Id1.solved"})) {
-			&Apache::lonxml::debug("skipping ");
-			next;
-		    }
-		    my $Resp = $reshash{"$version:$key"};
-		    my %submission=&Apache::lonnet::str2hash($Resp);
-		    foreach (keys %submission) {
-			my $Ansr = $Answer{"$Id1.$Id2.foil.value.$_"};
-			if ($submission{$_}) {
-			    if ($submission{$_} eq $Ansr) {
-				&Decide("true",$_,$time );
-			    }
-			    else {&Decide("false",$_,$time );}
-			}
-		    }
-	        }	  
-	    }
-        }
-    }
-}
-
-
-#---- END Analyze Web Page ----------------------------------------------
-
-#---- Problem Statistics Web Page ---------------------------------------
-
-#------- Processing upperlist and lowerlist according to each problem
-sub ProcessDiscriminant {
-    my ($List) = @_;
-    my @sortedList = sort (@$List);
-    my $Count = scalar @sortedList;
-    my $Problem;
-    my @Dis;
-    my $Slvd=0;
-    my $tmp;
-    my $Sum1=0;
-    my $Sum2=0;
-    my $nIndex=0;
-    my $nStudent=0;
-    my %Proc=undef;
-    while ($nIndex<$Count) {
-	($Problem,$tmp)=split(/\=/,$sortedList[$nIndex]);
-	@Dis=split(/\+/,$tmp);
-	my $Temp = $Problem;
-	do {
-	    $nIndex++;
-	    $nStudent++;
-	    $Sum1 += $Dis[0];
-	    $Sum2 += $Dis[1];
-	    ($Problem,$tmp)=split(/\=/,$sortedList[$nIndex]);
-	    @Dis=split(/\+/,$tmp);
-	} while ( $Problem eq $Temp && $nIndex < $Count );
-#	$Proc{$Temp}=($Sum1/$nStudent).':'.$nStudent;
-	$Proc{$Temp}=($Sum1/$nStudent).':'.($Sum2/$nStudent);
-#       $r->print("$nIndex) $Temp --> ($nStudent) $Proc{$Temp} <br>");
-	$Sum1=0;
-	$Sum2=0;
-	$nStudent=0;
-    }
-
-    return %Proc;
-}
-
-
-
-#------- Creating Discimination factor   
-sub Discriminant {
-    my ($discriminantFactor)=@_;
-    my @discriminantKeys=keys(%$discriminantFactor);
-    my $Count = scalar @discriminantKeys;
-
-    my $UpCnt = int(0.27*$Count);
-    my $low=0;
-    my $up=$Count-$UpCnt;
-    my @UpList=();
-    my @LowList=();
-
-    $Count=0;
-    foreach my $key (sort(@discriminantKeys)) { 
-	$Count++;    
-	if($low < $UpCnt || $Count > $up) {
-            $low++;
-            my $str=$discriminantFactor->{$key};
-            foreach(split(/\:/,$str)){
-                if($_) {
-                    if($low<$UpCnt) { push(@LowList,$_); }
-                    else            { push(@UpList,$_);  }
-                }
-            }
-        }
-    }
-    my %DisUp =  &ProcessDiscriminant(\@UpList);
-    my %DisLow = &ProcessDiscriminant(\@LowList);
-
-    return (\%DisUp, \%DisLow);
-}
-
-   
-sub NumericSort {          
-    $a <=> $b;
-}
-
-
-sub CreateProblemStatisticsTableHeading {
-    my ($displayFormat,$sequenceSource,$sequenceTitle,$headings)=@_;
-    if($displayFormat eq 'Display CSV Format') {
-        $r->print('<br>"'.$sequenceTitle.'","');
-        $r->print($sequenceSource.'"');
-	return;
-    }
-
-    $r->print('<br><a href="'.$sequenceSource.
-              '" target="_blank">'.$sequenceTitle.'</a>');
-
-    my $Result = "\n".'<table border=2><tr><th>P#</th>'."\n";
-    for(my $nIndex=0; $nIndex < (scalar (keys %$headings)); $nIndex++) { 
-	$Result .= '<th>'.'<input type="submit" name="';
-        $Result .= 'ProblemStatisticsHeading" value="';
-        $Result .= $headings->{$nIndex}.'" />'.'</th>'."\n";
-    }
-    $Result .= "\n".'</tr>'."\n";    
-    $r->print($Result);
-    $r->rflush();
-}
-
-sub CloseTable {
-    my ($cache)=@_;
-    if($cache->{'DisplayFormat'} eq 'Display CSV Format') {
-	return;
-    }    
-    $r->print("\n".'</table>'."\n");
-    $r->rflush();
-}
-
-
- 
-# ------ Dump the Student's DB file and handling the data for statistics table 
-sub ExtractStudentData {
-    my ($cache,$name,$list)=@_;
-    my %discriminantFactor;
-
-    my $totalTries = 0;
-    my $totalAwarded = 0;
-    my $tempProblemOrder=0;
-    my $spent=0;
-    my $spent_yes=0;
-    my $TotDiscuss=0;
-    my $TotalOpend = 0;
-    my $ProbSolved = 0;
-    my $ProbTot = 0;
-    my $TotFirst = 0;
-    my $TimeTot = 0;
-    my $Discussed=0;
-
-    foreach my $sequence (split(':', $cache->{'orderedSequences'})) {
-        if($cache->{'ProblemStatisticsMap'} ne 'All Maps'  &&
-           $cache->{'ProblemStatisticsMap'} ne $cache->{$sequence.':title'}) {
-            next;
-        }
-
-        my $Dis = '';
-        foreach my $problemID (split(':', $cache->{$sequence.':problems'})) {
-            my $problem = $cache->{$problemID.':problem'};
-            my $LatestVersion = $cache->{$name.':version:'.$problem};
-
-            # Output dashes for all the parts of this problem if there
-            # is no version information about the current problem.
-            #if(!$LatestVersion) {
-            #    foreach my $part (split(/\:/,$cache->{$sequence.':'.
-            #                                          $problemID.
-            #                                          ':parts'})) {
-            #        $codes    .= "-,";
-            #        $attempts .= "0,"; 
-            #    }
-            #    next;
-            #}
-
-            my %partData=undef;
-            # Initialize part data, display skips correctly
-            # Skip refers to when a student made no submissions on that
-            # part/problem.
-            foreach my $part (split(/\:/,$cache->{$sequence.':'.
-                                                  $problemID.
-                                                  ':parts'})) {
-                $partData{$part.':tries'}=0;
-                $partData{$part.':code'}='-';
-            }
-
-            # Looping through all the versions of each part, starting with the
-            # oldest version.  Basically, it gets the most recent 
-            # set of grade data for each part.
-	    for(my $Version=1; $Version<=$LatestVersion; $Version++) {
-                foreach my $part (split(/\:/,$cache->{$sequence.':'.
-                                                      $problemID.
-                                                      ':parts'})) {
-
-                    if(!defined($cache->{$name.":$Version:$problem".
-                                               ":resource.$part.solved"})) {
-                        # No grade for this submission, so skip
-                        next;
-                    }
-
-                    my $tries=0;
-                    my $time=0;
-                    my $awarded=0;
-		    $Discussed=0;
-                    my $code='U';
-
-                    $awarded = $cache->{$name.
-                                        "$Version:$problem:resource.".
-                                        "$part.awarded"};
-                    $partData{$part.':awarded'} = ($awarded) ? $awarded : 0;
-                    $totalAwarded += $awarded;
-
-                    $tries = $cache->{$name.":$Version:$problem".
-                                      ":resource.$part.tries"};
-                    $partData{$part.':tries'} = ($tries) ? $tries : 0;
-                    $partData{$part.':wrong'} = $partData{$part.':tries'};
-                    $totalTries += $tries;
-
-                    my $val = $cache->{$name.":$Version:$problem".
-                                       ":resource.$part.solved"};
-                    if    ($val eq 'correct_by_student')   {$code = 'C';} 
-                    elsif ($val eq 'correct_by_override')  {$code = 'O';}
-                    elsif ($val eq 'incorrect_attempted')  {$code = 'I';} 
-                    elsif ($val eq 'incorrect_by_override'){$code = 'I';}
-                    elsif ($val eq 'excused')              {$code = 'x';}
-                    $partData{$part.':code'}=$code;
-
-                    if($partData{$part.':wrong'} ne 0 && 
-                       ($code eq 'C' || $code eq 'O')) {
-                        $partData{$part.':wrong'}--;
-                    }
-                }
-            }
-
-            # Loop through all the parts for the current problem in the 
-            # correct order and prepare the output
-            foreach (split(/\:/,$cache->{$sequence.':'.$problemID.
-                                         ':parts'})) {
-                my $Yes = 0;
-                if($partData{$_.':code'} eq 'C' || 
-                   $partData{$_.':code'} eq 'O') {
-                    $Yes=1;
-                }
-                #my $ptr = "$hash{'title_'.$ResId}";
-                my $ptr = $tempProblemOrder.'&'.$problemID;
-
-                if($_ > 1) {
-                    $ptr .= "*(part $_)";
-                    $Dis .= '&';
-                }
-
-		my ($pr_no,$dod)=split('&',$ptr);
-		my $DoDiff=$DoDiff{$dod};
-#               $r->print('<br>'.$name.'---'.$ptr.'==='.$DoDiff);
-
-                my $Fac = ($partData{$_.':Tries'}) ? 
-                    ($partData{$_.':awarded'}/$partData{$_.':tries'}) : 0;
-                my $DisF;
-                if($Fac > 0 &&  $Fac < 1) { 
-                    $DisF = sprintf( "%.4f", $Fac );
-                } else {
-                    $DisF = $Fac;
-                }
-
-                if ($Discuss{"$name:$problem"}) {
-		    $TotDiscuss++;
-                    $Discussed=1;
-                }
-                my $time = $cache->{"$name:$LatestVersion:$problem:timestamp"};
-                $Dis .= $tempProblemOrder.'='.$DisF.'+'.$Yes;
-                $ptr .= '&'.$partData{$_.'.Tries'}.
-                        '&'.$partData{$_.'.Wrongs'}.
-                        '&'.$partData{$_.'.Code'};
-                push (@$list, $ptr."&$Discussed");
-
-####		if ($DoDiff>0.85) {
-
-                $TimeTot += $time;
-
-                if ($Yes==1 && $partData{$_.'.Tries'}==1) {
-		    $TotFirst++;
-                }
-		my $Acts= $Activity{$name.':'.$problem};
-		if ($Acts) {
-		    my $Pt=&ProcAct( $Acts, $time );
-		    #my ($spe,$beg) = split(/\+/,$Pt);
-                    my $spe= $Pt;
-		    if ($Yes==1) {$spent_yes += $spe;}
-		    $spent += $spe;
-		    #$Beg += $beg;
-#                   $r->print('<br>'.$name.'---'.$problem.'---'.$spe);
-		}
-		$TotalOpend++;
-		$ProbTot++;
-
-                $tempProblemOrder++;
-            }
-        }
-	my $pstr;
-        if($totalTries) {
-	    my $DisFac = ($totalAwarded/$totalTries);
-	    my $DisFactor = sprintf( "%.4f", $DisFac );
-            my $TS = sprintf( "%.2f", $spent );
-            my $TS_yes = sprintf( "%.2f", $spent_yes );
-	   # $DiscFac{$DisFactor}=$Dis;
-	    $pstr=$DisFactor.':'.$name.':'.$ProbTot.':'.$TotalOpend.':'.
-                  $totalTries.':'.$ProbSolved.':'.$TotFirst.':'.
-                  $TS_yes.':'.$TS.':'.$TotDiscuss;
-	    $discriminantFactor{$pstr}=$Dis;
-	}
-    }
-
-    return (\%discriminantFactor);
-}
-
-
-=pod
-sub MySort {          
-    if ( $Pos > 0 ) {
-	if ($ENV{'form.order'} eq 'Descending') {$b <=> $a;}
-	else { $a <=> $b; }
-    }
-    else {
-	if ($ENV{'form.order'} eq 'Descending') {$b cmp $a;}
-	else { $a cmp $b; }
-    }
-}
-=cut
-
-sub BuildStatisticsTable {
-    my ($cache,$discriminantFactor,$list,$headings,$students)=@_;
-
-#6666666
-#    my $file="/home/httpd/perl/tmp/183d.txt";
-#    open(OUT, ">$file");
-#6666666
-    &Create_PrgWin();
-##777777
-##    &LoadActivityLog();
-##    $r->print('<script>popwin.document.popremain.remaining.value="'.
-##              'Loading Discussion...";</script>');
-##    &LoadDoDiffFile();
-    &LoadDiscussion();
-
-    my $p_count = 0;
-    my $nIndex = 0;
-    my $dummy;
-    my $p_val;
-    my $ResId;
-    my $NoElements = scalar @$list;
-
-    foreach my $sequence (split(':', $cache->{'orderedSequences'})) {
-        if($cache->{'ProblemStatisticsMap'} ne 'All Maps'  &&
-           $cache->{'ProblemStatisticsMap'} ne $cache->{$sequence.':title'}) {
-            next;
-        }
-
-	&CreateProblemStatisticsTableHeading($cache->{'DisplayFormat'},
-                                             $cache->{$sequence.':source'}, 
-                                             $cache->{$sequence.':title'},
-                                             $headings);
-
-##777777
-##    &Classify($discriminantFactor, $students);
-
-
-	my ($Hid,$pr)=split(/\:/,$mapsort{$_});
-	my @lpr=split(/\&/,$pr);
-	for (my $i=1; $i<=$#lpr; $i++) {
-	    my %storestats=();
-	    my ($PrOrd,$Prob,$Tries,$Wrongs,$Code,$Disc)=split(/\&/,$list->[$nIndex]);
-	    my $Temp = $Prob;
-	    my $MxTries = 0;
-	    my $TotalTries = 0;
-	    my $YES = 0;
-	    my $Incorrect = 0;
-	    my $Override = 0;
-	    my $StdNo = 0;
-	    my $DiscNo=0;
-	    my @StdLst;
-	    while ( $PrOrd == $lpr[$i] ) 
-	    {
-		$nIndex++;
-		$StdNo++;
-		$StdLst[ $StdNo ] = $Tries;
-		$TotalTries += $Tries;
-		if ( $MxTries < $Tries ) { $MxTries = $Tries; } 
-		if ( $Code eq 'C' ){ $YES++; }
-		elsif( $Code eq 'I' ) { $Incorrect++; }
-		elsif( $Code eq 'O' ) { $Override++; }
-		elsif( $Code eq 'U' ) { $StdNo--; }
-		($PrOrd,$Prob,$Tries,$Wrongs,$Code,$Disc)=split(/\&/,$list->[$nIndex]);
-	    }	
-
-	    $p_count++;
-	    my $Dummy;
-	    ($ResId,$Dummy)=split(/\*/,$Temp);
-
-	    $Temp = '<a href="'.$hash{'src_'.$ResId}.
-                '" target="_blank">'.$hash{'title_'.$ResId}.$Dummy.'</a>';
-
-	    my $res = &Apache::lonnet::declutter($hash{'src_'.$ResId});
-	    my $urlres=$res;
-
-	    $ResId=~/(\d+)\.(\d+)/;
-	    my $Map = &Apache::lonnet::declutter( $hash{'map_id_'.$1} );
-	    $urlres=$Map;
- 
-	    $res = '<a href="'.$hash{'src_'.$ResId}.'">'.$res.'</a>';
-	    #$Map = '<a href="'.$Map.'">'.$res.'</a>';
-
-#------------------------ Compute the Average of Tries about one problem
-	    my $Average = ($StdNo) ? $TotalTries/$StdNo : 0;
-
-	    $storestats{$ENV{'request.course.id'}.'___'.$urlres.'___timestamp'}=time;       
-	    $storestats{$ENV{'request.course.id'}.'___'.$urlres.'___stdno'}=$StdNo;
-	    $storestats{$ENV{'request.course.id'}.'___'.$urlres.'___avetries'}=$Average;
-   
-#-------------------------------- Compute percentage of Wrong tries
-	    my $Wrong = ( $StdNo ) ? 100 * ( $Incorrect / $StdNo ) : 0;
-
-#-------------------------------- Compute Standard Deviation
-	    my $StdDev = 0; 
-	    if ( $StdNo > 1 ) {
-		for ( my $n = 0; $n < $StdNo; $n++ ) {
-		    my $Dif = $StdLst[ $n ]-$Average;
-		    $StdDev += $Dif*$Dif;
-		} 
-		$StdDev /= ( $StdNo - 1 );
-		$StdDev = sqrt( $StdDev );
-	    }
-
-#-------------------------------- Compute Degree of Difficulty
-	    my $DoDiff = 0;
-	    if( $TotalTries > 0 ) {
-		$DoDiff = 1 - ( ( $YES + $Override ) / $TotalTries );
-#	    $DoDiff =  ($TotalTries)/($YES + $Override+ 0.1);	    
-	    }
-       
-	    $storestats{$ENV{'request.course.id'}.'___'.$urlres.'___difficulty'}=$DoDiff;
-
-#-------------------------------- Compute the Skewness
-	    my $Skewness = 0;
-	    my $Sum = 0; 
-	    if ( $StdNo > 0 && $StdDev > 0 ) {
-		for ( my $n = 0; $n < $StdNo; $n++ ) {
-		    my $Dif = $StdLst[ $n ]-$Average;
-		    $Skewness += $Dif*$Dif*$Dif;
-		} 
-		$Skewness /= $StdNo;
-		$Skewness /= $StdDev*$StdDev*$StdDev;
-	    }
-
-#--------------------- Compute the Discrimination Factors
-            my ($Up1,$Up2)=split(/\:/,':');#jason$DisUp->{$lpr[$i]});
-	    my ($Lw1,$Lw2)=split(/\:/,':');#jason$DisLow->{$lpr[$i]});
-	    my $Dis1 = $Up1 - $Lw1;
-	    my $Dis2 = $Up2 - $Lw2;
-	    my $_D1 = sprintf("%.2f", $Dis1);
-	    my $_D2 = sprintf("%.2f", $Dis2);
-
-#-----------------  Some restition in presenting the float numbers
-	    my $Avg = sprintf( "%.2f", $Average );
-	    my $Wrng = sprintf( "%.1f", $Wrong );
-	    my $SD = sprintf( "%.1f", $StdDev );
-	    my $DoD = sprintf( "%.2f", $DoDiff );
-	    my $Sk = sprintf( "%.1f", $Skewness );
-	    my $join = $lpr[$i].'&'.$Temp.'&'.$StdNo.'&'.
-                       $TotalTries.'&'.$MxTries.'&'.$Avg.'&'.
-                       $YES.'&'.$Override.'&'.$Wrng.'&'.$DoD.'&'.
-		       $SD.'&'.$Sk.'&'.$_D1.'&'.$_D2.'&'.
-                       $DiscNo.'&'.$Prob;
-	    $CachData{($p_count-1)}=$join;
-
-#6666666
-#	    $r->print('<br>'.$out.'&'.$DoD);
-#            print (OUT $out.'@'.$DoD.'&');
-#6666666
-
-	    $urlres=~/^(\w+)\/(\w+)/;
-	    if ($StdNo) { 
-		&Apache::lonnet::put('resevaldata',\%storestats,$1,$2); 
-	    }
-#-------------------------------- Row of statistical table
-            &TableRow($cache,$join,$i,($p_count-1));
-	}
-	&CloseTable($cache);
-    }
-    &Close_PrgWin();
-#666666
-#    close( OUT );
-#666666
-}
-
-=pod
-sub Cache_Statistics {
-    my ($cache)=@_;
-    my @list = ();
-    my $Useful;
-    my $UnUseful;
-#    $r->print('<input type="hidden" name="show" value="excel" />'."\n"); 
-    my %myHeader = reverse( %Header );
-    $Pos = $myHeader{$ENV{'form.sort'}};
-    if ($Pos > 0) {$Pos++;}
-    my $p_count = 0;
-    foreach my $key( keys %CachData) { 
-	my @Temp=split(/\&/,$CachData{$key});
-	if ( $Pos == 0 ) {
-	    ($UnUseful,$Useful)=split(/\>/,$Temp[$Pos]);
-	}
-	else {
-	    $Useful = $Temp[$Pos];
-	}   
-	$list[$p_count]=$Useful.'@'.$CachData{$key};
-        $p_count++;
-    }
-
-    @list = sort MySort (@list);
-
-    my $nIndex=0;
-
-    if ( $Pos == 0 ) {
-	foreach (sort keys %mapsort) {
-	    my ($Hid,$pr)=split(/\:/,$mapsort{$_});
-	    &CreateProblemStatisticsTableHeading($cache,1,$Hid);
-	    my @lpr=split(/\&/,$pr);
-	    for (my $i=1; $i<=$#lpr; $i++) {
-		my($Pre, $Post) = split(/\@/,$list[$nIndex]); 
-		#$r->print('<br>'.$Pre.'---'.$Post);
-		&TableRow($cache,$Post,$i,$nIndex);
-		$nIndex++;
-	    }
-	    &CloseTable($cache);
-	}
-    }
-    else {
-	&CreateProblemStatisticsTableHeading($cache,0);
-	for ( my $nIndex = 0; $nIndex < $p_count; $nIndex++ ) {
-	    my($Pre, $Post) = split(/\@/,$list[$nIndex]); 
-	    &TableRow($cache,$Post,$nIndex,$nIndex);
-	} 
-	&CloseTable($cache);
-    }
-}
-=cut 
-
-
-
-sub TableRow {
-    my ($Str,$Idx,$RealIdx)=@_;
-    my($PrOrd,$Temp,$StdNo,$TotalTries,$MxTries,$Avg,$YES,$Override,
-       $Wrng,$DoD,$SD,$Sk,$_D1,$_D2,$DiscNo,$Prob)=split(/\&/,$Str);	
-    if ($ENV{'form.showcsv'}) {
-        my ($ResId,$Dummy)=split(/\*/,$Prob);
-        my $Ptr =  "\n".'<br>'.
-               "\n".'"'.($RealIdx+1).'",'.
-               "\n".'"'.$hash{'title_'.$ResId}.$Dummy.'",'.
-               "\n".'"'.$hash{'src_'.$ResId}.'",'.
-               "\n".'"'.$StdNo.'",'.
-               "\n".'"'.$TotalTries.'",'.
-               "\n".'"'.$MxTries.'",'.
-               "\n".'"'.$Avg.'",'.
-               "\n".'"'.$YES.'",'.
-               "\n".'"'.$Override.'",'.
-               "\n".'"'.$Wrng.'",'.
-               "\n".'"'.$DoD.'",'.
-               "\n".'"'.$SD.'",'.
-               "\n".'"'.$Sk.'",'.
-               "\n".'"'.$_D1.'",'.
-	       "\n".'"'.$_D2.'"'.
-	       "\n".'"'.$DiscNo.'"';
-
-        $r->print("\n".$Ptr);
-    }
-    else{
-        my $Ptr =  "\n".'<tr>'.
-               "\n".'<td>'.($RealIdx+1).'</td>'.
-          #     "\n".'<td>'.$PrOrd.$Temp.'</td>'.
-               "\n".'<td>'.$Temp.'</td>'.
-               "\n".'<td bgcolor='.$color{"yellow"}.'> '.$StdNo.'</td>'.
-               "\n".'<td bgcolor='.$color{"yellow"}.'>'.$TotalTries.'</td>'.
-               "\n".'<td bgcolor='.$color{"yellow"}.'>'.$MxTries.'</td>'.
-               "\n".'<td bgcolor='.$color{"gb"}.'>'.$Avg.'</td>'.
-               "\n".'<td bgcolor='.$color{"gb"}.'> '.$YES.'</td>'.
-               "\n".'<td bgcolor='.$color{"gb"}.'> '.$Override.'</td>'.
-               "\n".'<td bgcolor='.$color{"red"}.'> '.$Wrng.'</td>'.
-               "\n".'<td bgcolor='.$color{"red"}.'> '.$DoD.'</td>'.
-               "\n".'<td bgcolor='.$color{"green"}.'> '.$SD.'</td>'.
-               "\n".'<td bgcolor='.$color{"green"}.'> '.$Sk.'</td>'.
-               "\n".'<td bgcolor='.$color{"purple"}.'> '.$_D1.'</td>'.
-	       "\n".'<td bgcolor='.$color{"purple"}.'> '.$_D2.'</td>'.
-               "\n".'<td bgcolor='.$color{"yellow"}.'> '.$DiscNo.'</td>';
-        $r->print("\n".$Ptr.'</tr>' );
-    }
-    $GraphDat{$RealIdx}=$DoD.':'.$Wrng;
-}
-
-sub StatusOptions {
-    my ($cache)=@_;
-
-    my $Status = $cache->{'Status'};
-    my $OpSel1 = '';
-    my $OpSel2 = '';
-    my $OpSel3 = '';
-
-    if($Status eq 'Any')         { $OpSel3 = ' selected'; }
-    elsif($Status eq 'Expired' ) { $OpSel2 = ' selected'; }
-    else                         { $OpSel1 = ' selected'; }
-
-    my $Ptr = '';
-    $Ptr .= '<tr><td align="right"><b>Student Status:</b></td>'."\n";
-    $Ptr .= '<td align="left"><select name="Status">';
-    $Ptr .= '<option'.$OpSel1.'>Active</option>'."\n";
-    $Ptr .= '<option'.$OpSel2.'>Expired</option>'."\n";
-    $Ptr .= '<option'.$OpSel3.'>Any</option>'."\n";
-    $Ptr .= '</select></td></tr>'."\n";
-
-    return $Ptr;
-}
-
-sub AscendOrderOptions {
-    my ($cache)=@_;
-
-    my $order = $cache->{'Ascend'};
-    my $OpSel1 = '';
-    my $OpSel2 = '';
-
-    if($order eq 'Ascending') {
-        $OpSel1 = ' selected';
-    } else {
-        $OpSel2 = ' selected';
-    }
-
-    my $Ptr = '';
-    $Ptr .= '<tr><td align="right"><b>Sorting Type:</b></td>'."\n";
-    $Ptr .= '<td align="left"><select name="Ascend">'."\n";
-    $Ptr .= '<option'.$OpSel1.'>Ascending</option>'."\n".
-	    '<option'.$OpSel2.'>Descending</option>'."\n";
-    $Ptr .= '</select></td></tr>'."\n";
-
-    return $Ptr;
-}
-
-sub ProblemStatisticsButtons {
-    my ($cache)=@_;
-
-    my $Ptr = '<tr><td></td><td align="left">';
-    $Ptr .= '<input type=submit name="ProblemStatisticsRecalculate" ';
-    $Ptr .= 'value="Recalculate Statistics"/>'."\n";
-    $Ptr .= '&nbsp;&nbsp;&nbsp;';
-    $Ptr .= '<input type="submit" name="DoDiffGraph" ';
-    $Ptr .= 'value="DoDiff Graph" />'."\n";
-    $Ptr .= '&nbsp;&nbsp;&nbsp;';
-    $Ptr .= '<input type="submit" name="PercentWrongGraph" ';
-    $Ptr .= 'value="%Wrong Graph" />'."\n";
-    $Ptr .= '&nbsp;&nbsp;&nbsp;';
-    $Ptr .= '<input type="submit" name="DisplayCSVFormat" ';
-    if($cache->{'DisplayFormat'} eq 'Display CSV Format') {
-        $Ptr .= 'value="Display CSV Format" />'."\n";
-    } else {
-        $Ptr .= 'value="Display Table Format" />'."\n";
-    }
-    $Ptr .= '</td></tr>';
-
-    return $Ptr;
-}
-
-sub ProblemStatisticsLegend {
-    my $Ptr = '';
-    $Ptr = '<table border="0">';
-    $Ptr .= '<tr><td>';
-    $Ptr .= '<b>#Stdnts</b>:</td>';
-    $Ptr .= '<td>Total Number of Students opened the problem.';
-    $Ptr .= '</td></tr><tr><td>';
-    $Ptr .= '<b>Tries</b>:</td>';
-    $Ptr .= '<td>Total Number of Tries for solving the problem.';
-    $Ptr .= '</td></tr><tr><td>';
-    $Ptr .= '<b>Mod</b>:</td>';
-    $Ptr .= '<td>Maximunm Number of Tries for solving the problem.';
-    $Ptr .= '</td></tr><tr><td>';
-    $Ptr .= '<b>Mean</b>:</td>';
-    $Ptr .= '<td>Average Number of the tries. [ Tries / #Stdnts ]';
-    $Ptr .= '</td></tr><tr><td>';
-    $Ptr .= '<b>#YES</b>:</td>';
-    $Ptr .= '<td>Number of students solved the problem correctly.';
-    $Ptr .= '</td></tr><tr><td>';
-    $Ptr .= '<b>#yes</b>:</td>';
-    $Ptr .= '<td>Number of students solved the problem by override.';
-    $Ptr .= '</td></tr><tr><td>';
-    $Ptr .= '<b>%Wrng</b>:</td>';
-    $Ptr .= '<td>Percentage of students tried to solve the problem ';
-    $Ptr .= 'but still incorrect. [ 100*((#Stdnts-(#YES+#yes))/#Stdnts) ]';
-    $Ptr .= '</td></tr><tr><td>';
-#    Kashy formula
-#    '<b>  DoDiff </b>: Degree of Difficulty of the problem.<br>'.
-#    '[ Tries/(#YES+#yes+0.1) ]<br>'.
-    #Gerd formula
-    $Ptr .= '<b>DoDiff</b>:</td>';
-    $Ptr .= '<td>Degree of Difficulty of the problem.  ';
-    $Ptr .= '[ 1 - ((#YES+#yes) / Tries) ]';
-    $Ptr .= '</td></tr><tr><td>';
-    $Ptr .= '<b>S.D.</b>:</td>';
-    $Ptr .= '<td>Standard Deviation of the tries.  ';
-    $Ptr .= '[ sqrt(sum((Xi - Mean)^2)) / (#Stdnts-1) ';
-    $Ptr .= 'where Xi denotes every student\'s tries ]';
-    $Ptr .= '</td></tr><tr><td>';
-    $Ptr .= '<b>Skew.</b>:</td>';
-    $Ptr .= '<td>Skewness of the students tries.';
-    $Ptr .= '[(sqrt( sum((Xi - Mean)^3) / #Stdnts)) / (S.D.^3)]';
-    $Ptr .= '</td></tr><tr><td>';
-    $Ptr .= '<b>Dis.F.</b>:</td>';
-    $Ptr .= '<td>Discrimination Factor: A Standard for evaluating the ';
-    $Ptr .= 'problem according to a Criterion<br>';
-    $Ptr .= '<b>[Applied Criterion in %27 Upper Students - ';
-    $Ptr .= 'Applied the same Criterion in %27 Lower Students]</b><br>';
-    $Ptr .= '<b>1st Criterion</b> for Sorting the Students: ';
-    $Ptr .= '<b>Sum of Partial Credit Awarded / Total Number of Tries</b><br>';
-    $Ptr .= '<b>2nd Criterion</b> for Sorting the Students: ';
-    $Ptr .= '<b>Total number of Correct Answers / Total Number of Tries</b>';
-    $Ptr .= '</td></tr>';
-    $Ptr .= '<tr><td><b>Disc.</b></td>';
-    $Ptr .= '<td>Number of Students had at least one discussion.';
-    $Ptr .= '</td></tr></table>';
-
-    return $Ptr;
-}
-
-#---- END Problem Statistics Web Page ----------------------------------------
-
-#---- Problem Statistics Graph Web Page --------------------------------------
-
-# ------------------------------------------- Prepare data for Graphical chart
-
-sub GetGraphData {
-    my $ylab = shift;
-    my $Col;
-    my $data='';
-    my $count = 0;
-    my $Max = 0;
-    my $cid=$ENV{'request.course.id'};
-    my $GraphDB = "/home/httpd/perl/tmp/$ENV{'user.name'}".
-                  "_$ENV{'user.domain'}_$cid\_graph.db";
-    foreach (keys %GraphDat) {delete $GraphDat{$_};}
-    if (-e "$GraphDB") {
-	if (tie(%GraphDat,'GDBM_File',"$GraphDB",&GDBM_READER,0640)) {
-	    if ( $ylab eq 'DoDiff Graph' ) {
-		$ylab = 'Degree-of-Difficulty';
-		$Col = 0;
-	    }
-	    else {
-		$ylab = 'Wrong-Percentage';
-		$Col = 1;
-	    }
-	    foreach (sort NumericSort keys %GraphDat) { 
-		my @Temp=split(/\:/,$GraphDat{$_});
-                my $inf = $Temp[$Col]; 
-		if ( $Max < $inf ) {$Max = $inf;}
-		$data .= $inf.',';
-		$count++;
-	    }
-	    if ( $Max > 1 ) { 
-		$Max += (10 - $Max % 10);
-		$Max = int($Max);
-	    }
-	    else { $Max = 1; }
-            untie(%GraphDat);
-	    my $Course = $ENV{'course.'.$cid.'.description'};
-	    $Course =~ s/\ /"_"/eg;
-	    $GData=$Course.'&'.'Problems'.'&'.$ylab.'&'.$Max.'&'.$count.'&'.$data;
-	}
-	else {
-	    $r->print("Unable to tie hash to db file");
-	}
-    }
-}
-#---- Problem Analysis Web Page ----------------------------------------------
-
-sub IntervalOptions {
-    my ($cache)=@_;
-
-    my $interval = 1;
-    for(my $n=1; $n<=7; $n++) {
-        if($cache->{'Interval'} == $n) {
-            $interval = $n;
-        }
-    }
-
-    my $Ptr = '<br><b>Select number of intervals</b>'."\n".
-       	      '<select name="Interval">'."\n";
-    for(my $n=1; $n<=7;$ n++) {
-	$Ptr .= '<option';
-        if($interval == $n) {
-            $Ptr .= ' selected';
-        }
-	$Ptr .= '>'.$n."</option>"."\n";
-    }
-    $Ptr .= '</select>'."\n";
-
-    return $Ptr;
-}
-
-sub OptionResponseTable {
-    my ($cache)=@_;
-    my $Str = '';
-    $Str .= '<br><b> Option Response Problems in this course:</b>'."\n";
-    $Str .= '<br><br>'."\n";
-    $Str .= "<table border=2><tr><th> \# </th><th> Problem Title </th>";
-    $Str .= '<th> Resource </th><th> Analysis  </th></tr>'."\n";
-
-    my $number=1;
-    foreach (split(':::',$cache->{'OptionResponses'})) {
-        my ($uri,$title,$part,$problem)=split('::',$_);
-        my $Temp = '<a href="'.$uri.'" target="_blank">'.$title.'</a>';
-        $Str .= '<tr>';
-        $Str .= '<td> '.$number.' </td>';
-        $Str .= '<td bgcolor="'.$color{"green"}.'"> '.$Temp.' </td>';
-        $Str .= '<td bgcolor="'.$color{"yellow"}.'"> '.$uri.' </td>';
-        $Str .= '<td><input type="submit" name="Analyze:::'.$uri.':::';
-        $Str .= $title.':::'.$part.':::'.$problem.'" value="';
-        $Str .= 'Analyze" /></td></tr>'."\n";
-        $number++;
-    }
-    $Str .= '</table>'."\n";
-
-    return $Str;
-}
-
-#---- END Problem Analysis Web Page ------------------------------------------
-
-#---- Student Assessment Web Page --------------------------------------------
-
-# ------ Create different Student Report 
-sub StudentReport {
-    my ($cache, $name)=@_;
-
-    my $Str = '';
-    if($cache->{$name.':error'} =~ /course/) {
-        my ($username)=split(':',$name);
-        $Str .= '<b><font color="blue">No course data for student </font>';
-        $Str .= '<font color="red">'.$username.'.</font></b><br>';
-        return $Str;
-    }
-
-    $Str .= "<table border=2><tr><th> \# </th><th> Set Title </th>";
-    $Str .= '<th> Results </th><th> Tries </th></tr>'."\n";
-
-    my $codes;
-    my $attempts;
-    foreach my $sequence (split(':', $cache->{'orderedSequences'})) {
-        if($cache->{'StudentAssessmentMap'} ne 'All Maps'  &&
-           $cache->{'StudentAssessmentMap'} ne $cache->{$sequence.':title'}) {
-            next;
-        }
-
-        $Str .= '<tr><td>'.$sequence.'</td>';
-        $Str .= '<td>'.$cache->{$sequence.':title'}.'</td>';
-
-        $codes = '';
-        $attempts = '';
-        foreach my $problemID (split(':', $cache->{$sequence.':problems'})) {
-            my $problem = $cache->{$problemID.':problem'};
-            my $LatestVersion = $cache->{$name.':version:'.$problem};
-
-            # Output dashes for all the parts of this problem if there
-            # is no version information about the current problem.
-            if(!$LatestVersion) {
-                foreach my $part (split(/\:/,$cache->{$sequence.':'.
-                                                      $problemID.
-                                                      ':parts'})) {
-		    $codes    .= "-,";
-                    $attempts .= "0,"; 
-                }
-                next;
-            }
-
-            my %partData=undef;
-            # Initialize part data, display skips correctly
-            # Skip refers to when a student made no submissions on that
-            # part/problem.
-            foreach my $part (split(/\:/,$cache->{$sequence.':'.
-                                                  $problemID.
-                                                  ':parts'})) {
-                $partData{$part.':tries'}=0;
-                $partData{$part.':code'}='-';
-            }
-
-            # Looping through all the versions of each part, starting with the
-            # oldest version.  Basically, it gets the most recent 
-            # set of grade data for each part.
-	    for(my $Version=1; $Version<=$LatestVersion; $Version++) {
-                foreach my $part (split(/\:/,$cache->{$sequence.':'.
-                                                      $problemID.
-                                                      ':parts'})) {
-
-                    if(!defined($cache->{$name.":$Version:$problem".
-                                               ":resource.$part.solved"})) {
-                        # No grade for this submission, so skip
-                        next;
-                    }
-
-                    my $tries=0;
-                    my $code='U';
-
-                    $tries = $cache->{$name.":$Version:$problem".
-                                      ":resource.$part.tries"};
-                    $partData{$part.':tries'}=($tries) ? $tries : 0;
-
-                    my $val = $cache->{$name.":$Version:$problem".
-                                       ":resource.$part.solved"};
-                    if    ($val eq 'correct_by_student')   {$code = 'Y';} 
-                    elsif ($val eq 'correct_by_override')  {$code = 'y';}
-                    elsif ($val eq 'incorrect_attempted')  {$code = 'N';} 
-                    elsif ($val eq 'incorrect_by_override'){$code = 'N';}
-                    elsif ($val eq 'excused')              {$code = 'x';}
-                    $partData{$part.':code'}=$code;
-                }
-            }
-
-            # Loop through all the parts for the current problem in the 
-            # correct order and prepare the output
-            foreach (split(/\:/,$cache->{$sequence.':'.$problemID.
-                                         ':parts'})) {
-                $codes    .= $partData{$_.':code'}.',';
-                $attempts .= $partData{$_.':tries'}.','; 
-            }
-        }
-        $codes    =~ s/,$//;
-        $attempts =~ s/,$//;
-        $Str .= '<td>'.$codes.'</td>';
-        $Str .= '<td>'.$attempts.'</td>';
-        $Str .= '</tr>'."\n";
-    }
-
-    $Str .= '</table>'."\n";
-
-    return $Str;
-}
-
-#---- END Student Assessment Web Page ----------------------------------------
-
-#---- Menu Web Page ----------------------------------------------------------
-
-#---- END Menu Web Page ------------------------------------------------------
-
-#---- HELPER FUNCTIONS -------------------------------------------------------
 
 sub CheckFormElement {
     my ($cache, $ENVName, $cacheName, $default)=@_;
@@ -1485,11 +72,14 @@ sub ProcessFormData{
     $cache->{'reportKey'} = 'false';
 
     &Apache::loncommon::get_unprocessed_cgi($ENV{'QUERY_STRING'},
-                                            ['sort','download']);
+                                            ['sort','download','reportSelected',
+                                             'StudentAssessmentStudent']);
     &CheckFormElement($cache, 'Status', 'Status', 'Active');
     &CheckFormElement($cache, 'postdata', 'reportSelected', 'Class list');
     &CheckFormElement($cache, 'reportSelected', 'reportSelected', 
                       'Class list');
+    $cache->{'reportSelected'} = 
+        &Apache::lonnet::unescape($cache->{'reportSelected'});
     &CheckFormElement($cache, 'DownloadAll', 'DownloadAll', 'false');
     &CheckFormElement($cache, 'sort', 'sort', 'fullname');
     &CheckFormElement($cache, 'download', 'download', 'false');
@@ -1509,7 +99,9 @@ sub ProcessFormData{
     &CheckFormElement($cache, 'StudentAssessmentMap', 'StudentAssessmentMap', 
                       'All Maps');
     &CheckFormElement($cache, 'StudentAssessmentStudent', 
-                      'StudentAssessmentStudent', 'No Student Selected');
+                      'StudentAssessmentStudent', 'All Students');
+    $cache->{'StudentAssessmentStudent'} = 
+        &Apache::lonnet::unescape($cache->{'StudentAssessmentStudent'});
 
     foreach (keys(%ENV)) {
         if(/form\.Analyze:::/) {
@@ -1669,7 +261,7 @@ sub PrepareData {
     if($cache{'download'} ne 'false') {
         my $who = $cache{'download'};
         my $courseData = 
-            &Apache::loncoursedata::DownloadStudentCourseInformation(
+            &Apache::loncoursedata::DownloadCourseInformation(
                                              $who, $courseID, 
                                              $cache{$who.':lastDownloadTime'});
         &Apache::loncoursedata::ProcessStudentData(\%cache, $courseData, $who);
@@ -1683,7 +275,7 @@ sub PrepareData {
         }
         foreach (@allStudents) {
             my $courseData = 
-                &Apache::loncoursedata::DownloadStudentCourseInformation(
+                &Apache::loncoursedata::DownloadCourseInformation(
                                              $_, $courseID, 
                                              $cache{$_.':lastDownloadTime'});
             &Apache::loncoursedata::ProcessStudentData(\%cache, $courseData, 
@@ -1765,220 +357,6 @@ sub setbgcolor {
     return;
 }
 
-sub initial {
-    undef %hash;
-    undef %CachData;
-    undef %GraphDat;
-    undef %ConceptData;
-    undef $GData;
-}
-
-#---- END HELPER FUNCTIONS ---------------------------------------------------
-
-sub BuildProblemStatisticsPage {
-    my ($cacheDB, $students, $courseID, $c)=@_;
-
-    my %cache;
-    unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER,0640)) {
-        $r->print('<html><body>Unable to tie database.</body></html>');
-        return;
-    }
-
-    my $Ptr = '';
-    $Ptr .= '<table border="0"><tbody>';
-    $Ptr .= '<tr><td align="right"><b>Select Map</b></td>'."\n";
-    $Ptr .= '<td align="left">';
-    $Ptr .= &Apache::lonhtmlcommon::MapOptions(\%cache, 'ProblemStatistics');
-    $Ptr .= '</td></tr>'."\n";
-    $r->print($Ptr);
-    $r->print(&AscendOrderOptions());
-    $r->print(&ProblemStatisticsButtons(\%cache));
-    $r->print('</table>');
-
-    $r->print(&ProblemStatisticsLegend());
-
-    untie(%cache);
-    foreach (@$students) {
-        my $courseData = 
-            &Apache::loncoursedata::DownloadStudentCourseInformation($_, 
-                                                                    $courseID);
-        last if ($c->aborted());
-        if(tie(%cache,'GDBM_File',$cacheDB,&GDBM_WRCREAT,0640)) {
-            &Apache::loncoursedata::ProcessStudentData(\%cache, 
-                                                       $courseData, $_);
-            untie(%cache);
-        }
-    }
-    if($c->aborted()) { return; }
-
-    unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER,0640)) {
-        $r->print('<html><body>Unable to tie database.</body></html>');
-        return;
-    }
-    my $discriminantFactor;
-    my @list=();
-    foreach (@$students) {
-        $discriminantFactor = &ExtractStudentData(\%cache, $_, \@list);
-    }
-
-    my ($upper, $lower) = &Discriminant($discriminantFactor);
-    my %Header = (0,"Homework Sets Order",1,"#Stdnts",2,"Tries",3,"Mod",
-                  4,"Mean",5,"#YES",6,"#yes",7,"%Wrng",8,"DoDiff",
-                  9,"S.D.",10,"Skew.",11,"D.F.1st",12,"D.F.2nd", 13, "Disc.");
-    &BuildStatisticsTable(\%cache, $discriminantFactor, \@list, \%Header, 
-                           $students);
-
-    untie(%cache);
-
-    return;
-}
-
-sub BuildDiffGraph {
-    my ($courseID)=@_;
-
-    my $graphData = &GetGraphData('DiffGraph', $courseID);
-    $r->print('<IMG src="/cgi-bin/graph.gif?'.$graphData.'" />');
-
-    return;
-}
-
-sub BuildWrongGraph {
-    my ($courseID)=@_;
-
-    my $graphData = &GetGraphData('WrongGraph', $courseID);
-    $r->print('<IMG src="/cgi-bin/graph.gif?'.$graphData.'" />');
-
-    return;
-}
-
-sub BuildAnalyzePage {
-    my ($cacheDB, $students, $courseID)=@_;
-
-    my %cache;
-    unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER,0640)) {
-        $r->print('<html><body>Unable to tie database.</body></html>');
-        return;
-    }
-
-    &ShowOpGraph(\%cache, $students, $courseID);
-
-    untie(%cache);
-
-    return;
-}
-
-sub BuildProblemAnalysisPage {
-    my ($cacheDB)=@_;
-
-    my %cache;
-    unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER,0640)) {
-        $r->print('<html><body>Unable to tie database.</body></html>');
-        return;
-    }
-
-    $r->print(&IntervalOptions());
-    $r->print(&OptionResponseTable(\%cache));
-
-    untie(%cache);
-
-    return;
-}
-
-sub BuildStudentAssessmentPage {
-    my ($cacheDB, $students, $courseID, $c)=@_;
-
-    my %cache;
-
-    my $Ptr = '';
-    $Ptr .= '<table border="0"><tbody>';
-    $r->print($Ptr);
-
-    unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER,0640)) {
-        $r->print('<html><body>Unable to tie database.</body></html>');
-        return;
-    }
-
-    my $selectedName = $cache{'StudentAssessmentStudent'};
-    for(my $index=0; 
-        ($selectedName ne 'All Students') && ($index<(scalar @$students)); 
-        $index++) {
-        my $fullname = $cache{$students->[$index].':fullname'};
-        if($fullname eq $selectedName) {
-            if($cache{'StudentAssessmentMove'} eq 'next') {
-                if($index == ((scalar @$students) - 1)) {
-                    $selectedName = $students->[0];
-                } else {
-                    $selectedName = $students->[$index+1];
-                }
-            } elsif($cache{'StudentAssessmentMove'} eq 'previous') {
-                if($index == 0) {
-                    $selectedName = $students->[-1];
-                } else {
-                    $selectedName = $students->[$index-1];
-                }
-            } else {
-                $selectedName = $students->[$index];
-            }
-            last;
-        }
-    }
-
-    $Ptr .= '<tr><td align="right"><b>Select Map</b></td>'."\n";
-    $Ptr .= '<td align="left">';
-    $Ptr .= &Apache::lonhtmlcommon::MapOptions(\%cache, 'StudentAssessment');
-    $Ptr .= '</td></tr>'."\n";
-    $Ptr .= '<tr><td align="right"><b>Select Student</b></td>'."\n";
-    $Ptr .= '<td align="left">'."\n";
-    $Ptr .= &Apache::lonhtmlcommon::StudentOptions(\%cache, $students, 
-                                                   $selectedName, 
-                                                   'StudentAssessment');
-    $Ptr .= '</td></tr>'."\n";
-    untie(%cache);
-
-    $Ptr .= '<tr><td></td><td align="left">';
-    $Ptr .= '<input type="submit" name="CreateStudentAssessment" ';
-    $Ptr .= 'value="Create Student Report" />';
-    $Ptr .= '&nbsp&nbsp&nbsp';
-    $Ptr .= '<input type="submit" name="PreviousStudent" ';
-    $Ptr .= 'value="Previous Student" />';
-    $Ptr .= '&nbsp&nbsp&nbsp';
-    $Ptr .= '<input type="submit" name="NextStudent" ';
-    $Ptr .= 'value="Next Student" />';
-    $Ptr .= '&nbsp&nbsp&nbsp';
-    $Ptr .= '</td></tr></tbody></table>'."\n";
-    $r->print($Ptr);
-
-    if($selectedName eq 'No Student Selected') {
-	$r->print('<h3><font color=blue>WARNING: ');
-        $r->print('Please select a student</font></h3>');
-        return;
-    }
-
-    my $selected=0;
-    foreach (@$students) {
-        next if ($_ ne $selectedName && 
-                 $selectedName ne 'All Students');
-        $selected = 1;
-        my $courseData = 
-            &Apache::loncoursedata::DownloadStudentCourseInformation($_, 
-                                                                    $courseID);
-        last if ($c->aborted());
-        if(tie(%cache,'GDBM_File',$cacheDB,&GDBM_WRCREAT,0640)) {
-            &Apache::loncoursedata::ProcessStudentData(\%cache, 
-                                                       $courseData, $_);
-            if(!$c->aborted()) { $r->print(&StudentReport(\%cache, $_)); }
-            untie(%cache);
-        }
-    }
-    if($selected == 0) {
-	$r->print('<h3><font color=blue>WARNING: ');
-        $r->print('Please select a student</font></h3>');
-        return;
-    }
-
-    return;
-}
-
 sub BuildClasslist {
     my ($cacheDB,$students,$studentInformation,$headings,$spacePadding)=@_;
 
@@ -1999,7 +377,7 @@ sub BuildClasslist {
                                                            $displayString);
     $Str .= '<td align="left">';
     $Str .= '<a href="/adm/statistics?sort=lastDownloadTime">';
-    $Str .= 'Last Updated&nbsp&nbsp</a></td>'."\n";
+    $Str .= 'Last Updated&nbsp</a></td>'."\n";
     $Str .= '</tr>'."\n";
     my $alternate=0;
     foreach (@$students) {
@@ -2013,7 +391,10 @@ sub BuildClasslist {
         foreach my $data (@$studentInformation) {
             if($data eq 'fullname') {
                 $Str .= '<a href="/adm/statistics?reportSelected=';
-                $Str .= &Apache::lonnet::escape('Student Assessment').'">';
+                $Str .= &Apache::lonnet::escape('Student Assessment');
+                $Str .= '&StudentAssessmentStudent=';
+                $Str .= &Apache::lonnet::escape($cache{$_.':'.$data}).'">';
+                #$Str .= 'Student Assessment'.'">';
             }
 
             $Str .= $cache{$_.':'.$data}.'&nbsp';
@@ -2091,19 +472,30 @@ sub BuildStatistics {
     }
 
     if($GoToPage eq 'Activity Log') {
-        &Activity();
+        &Apache::lonproblemstatistics::Activity();
     } elsif($GoToPage eq 'Problem Statistics') {
-        &BuildProblemStatisticsPage($cacheDB, $students, $courseID, $c);
+        $r->print(
+        &Apache::lonproblemstatistics::BuildProblemStatisticsPage($cacheDB, 
+                                                                  $students, 
+                                                                  $courseID, 
+                                                                  $c,$r));
     } elsif($GoToPage eq 'Problem Analysis') {
-        &BuildProblemAnalysisPage($cacheDB);
+        $r->print(
+              &Apache::lonproblemanalysis::BuildProblemAnalysisPage($cacheDB));
     } elsif($GoToPage eq 'Student Assessment') {
-        &BuildStudentAssessmentPage($cacheDB, $students, $courseID, $c);
+        $r->print(
+            &Apache::lonstudentassessment::BuildStudentAssessmentPage($cacheDB,
+                                                                     $students,
+                                                                     $courseID,
+                                                                     $c));
     } elsif($GoToPage eq 'Analyze') {
-        &BuildAnalyzePage($cacheDB, $students, $courseID);
+        $r->print(&Apache::lonproblemanalysis::BuildAnalyzePage($cacheDB, 
+                                                                $students, 
+                                                                $courseID));
     } elsif($GoToPage eq 'DoDiffGraph') {
-        &BuildDiffGraph($courseID);
+        &Apache::lonproblemstatistics::BuildDiffGraph($courseID);
     } elsif($GoToPage eq 'PercentWrongGraph') {
-        &BuildWrongGraph($courseID);
+        &Apache::lonproblemstatistics::BuildWrongGraph($courseID);
     } elsif($GoToPage eq 'Class list') {
         $r->print(&BuildClasslist($cacheDB, $students, \@studentInformation,
                                   \@headings, $spacePadding));
@@ -2120,7 +512,6 @@ sub BuildStatistics {
 
 sub handler {
     $r=shift;
-    &initial();
 
     unless(&Apache::lonnet::allowed('vgr',$ENV{'request.course.id'})) {
         $ENV{'user.error.msg'}=