--- loncom/interface/lonstatistics.pm	2002/03/02 01:42:42	1.5
+++ loncom/interface/lonstatistics.pm	2002/07/22 20:35:05	1.29
@@ -1,7 +1,7 @@
 # The LearningOnline Network with CAPA
 # (Publication Handler
 #
-# $Id: lonstatistics.pm,v 1.5 2002/03/02 01:42:42 minaeibi Exp $
+# $Id: lonstatistics.pm,v 1.29 2002/07/22 20:35:05 stredwic Exp $
 #
 # Copyright Michigan State University Board of Trustees
 #
@@ -27,533 +27,819 @@
 #
 # (Navigate problems for statistical reports
 # YEAR=2001
-# 5/05,7/09,7/25/01,8/11,9/13,9/26,10/5,10/9,10/22,10/26 Behrouz Minaei
-# 11/1, 11/4, 11/16, 12/14, 12/16, 12/18,12/20,12/31 Behrouz Minaei
+# 5/5,7/9,7/25/1,8/11,9/13,9/26,10/5,10/9,10/22,10/26 Behrouz Minaei
+# 11/1,11/4,11/16,12/14,12/16,12/18,12/20,12/31 Behrouz Minaei
 # YEAR=2002
-# 1/22, 2/1, 2/6, 2/25 Behrouz Minaei
+# 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
+# 5/12,5/14,5/15,5/19,5/26,7/16  Behrouz Minaei
+#
 ###
 
 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::lonchart;
 use HTML::TokeParser;
 use GDBM_File;
-#use Benchmark;
 
 # -------------------------------------------------------------- Module Globals
 my %hash;
 my %CachData;
 my %GraphDat;
-my %maps;
-my %mapsort;
-my %section;
-my %StuBox;
-my %DiscFac;
-my $CurMap;
-my $CurSec;
-my $CurStu;
-my @cols;
-my @list;
-my @students;
-my $p_count;
-my $Pos;
 my $r;
-my $OpSel1;
-my $OpSel2;
-my $OpSelDis1;
-my $OpSelDis2;
-my $CurDis=0;
-my $OpSel3;
-my $OpSel4;
 my $GData;
-my $cid;
-my $firstres;
-my $lastres;
-my $DiscFlag;
-my $HWN;
-my $P_Order;
-my %Header = (0,"Homework Problems",1,"#Stdnts",2,"Tries",3,"Mod",
-              4,"Mean",5,"#YES",6,"#yes",7,"%Wrng",8,"DoDiff",
-              9,"S.D.",10,"Skew.",11,"Map");
-#             11,"Dis.F.",12,"Resourse URL");
+my %color;
+my %foil_to_concept;
+my @Concepts;
+my %ConceptData;
+my %Answer=();
+my %mapsort;
 
-sub NumericSort {          
-    $a <=> $b;
-}
+my %Activity=();
+my %Grade=();
+my %DoDiff=();
+my %Discuss=();
+my $TotalDiscuss=0;
+my $TotalDiscuss_=0;
 
-# ------ Create different Student Report 
-sub StudentReport {
-    my ($sname,$sdom)=@_;
-    if ( $sname eq 'All Students' ) {
-	$r->print( '<h3><font color=blue>WARNING: 
-                    Please select a student</font></h3>' );
-	return;
-    }
-    my $shome=&Apache::lonnet::homeserver( $sname,$sdom );          
-    my $reply=&Apache::lonnet::reply('dump:'.$sdom.':'.$sname.':'.$cid,$shome );
-    my %result = ();
-    my $ResId;
-    my $PrOrd;
-    my $Code;
-    my $Tries;
-    my $TotalTries = 0;
-    my $ParCr = 0;
-    my $Wrongs;
-    my %TempHash;
-    my $Version;
-    my $LatestVersion;
-    my $PtrTry='';
-    my $PtrCod='';
-    my $SetNo=0;
-    my $Str = "\n".'<table border=2>'.
-              "\n".'<tr>'.
-              "\n".'<th> # </th>'.
-	      "\n".'<th> Set Title </th>'.
-	      "\n".'<th> Results </th>'.
-	      "\n".'<th> Tries </th>'.
-	      "\n".'</tr>';
-    unless ($reply=~/^error\:/) {
-        foreach (split(/\&/,$reply)){
-            my ($name,$value)=split(/\=/,&Apache::lonnet::unescape($_));
-            $result{$name}=$value;
-        }
-        foreach my $CurCol (@cols) {
-	    if (!$CurCol){
-		my $Set=&Apache::lonnet::declutter($hash{'map_id_'.$1});
-		if ( $Set ) {
-		    $SetNo++;
-		    $Str .= "\n"."<tr>".
-			    "\n"."<td> $SetNo </td>".
-                            "\n"."<td> $Set </td>".
-                            "\n"."<td> $PtrCod </td>".
-                            "\n"."<td> $PtrTry</td>".
-                            "\n"."</tr>";
-		}
-		$PtrTry='';
-		$PtrCod='';
-		next; 
-	    }
-	    ($PrOrd,$ResId)=split(/\:/,$CurCol);
-            $ResId=~/(\d+)\.(\d+)/;
-            my $Map = &Apache::lonnet::declutter( $hash{'map_id_'.$1} );
-            if ( $CurMap ne 'All Maps' ) {
-		my ( $ResMap, $NameMap ) = split(/\=/,$CurMap);
-		if ( $Map ne $ResMap ) { next; }
-	    }
-	    my $meta=$hash{'src_'.$ResId};
-	    my $PartNo = 0;
-	    undef %TempHash;
-	    foreach (split(/\,/,&Apache::lonnet::metadata($meta,'keys'))){
-		if ($_=~/^stores\_(\d+)\_tries$/) {
-                    my $Part=&Apache::lonnet::metadata($meta,$_.'.part');
-		    if ( $TempHash{"$Part"} eq '' ) { 
-			$TempHash{"$Part"} = $Part;
-			$TempHash{$PartNo}=$Part;
-			$TempHash{"$Part.Code"} = '-';  
-			$TempHash{"$Part.PrOrd"} = $PrOrd+$PartNo;  
-			$PartNo++;
-		    }
-		}
-            }
 
-            my $Prob = $Map.'___'.$2.'___'.
-                       &Apache::lonnet::declutter( $hash{'src_'.$ResId} );
-            $Code='U';
-            $Tries = 0;
-            $Wrongs = 0;
-  	    $LatestVersion = $result{"version:$Prob"};       
-
-	    if ( $LatestVersion ) {
-		for ( my $Version=1; $Version<=$LatestVersion; $Version++ ) {
-		    my $vkeys = $result{"$Version:keys:$Prob"};
-		    my @keys = split(/\:/,$vkeys);		
-  
-		    foreach my $Key (@keys) {		  
-			if (($Key=~/\.(\w+)\.solved$/) && ($Key!~/^\d+\:/)) {
-			    my $Part = $1;
-			    $Tries = $result{"$Version:$Prob:resource.$Part.tries"};
-			    $TempHash{"$Part.Tries"} = ($Tries) ? $Tries : 0; 
-			    $TotalTries += $Tries;
-			    my $Val = $result{"$Version:$Prob:resource.$Part.solved"};
-			    if ( $Val eq 'correct_by_student' )
-                                { $Wrongs = $Tries - 1; $Code = 'Y'; } 
-			    elsif ( $Val eq 'correct_by_override' )
-                                { $Wrongs = $Tries - 1; $Code = 'y'; }                        
-			    elsif ( $Val eq 'incorrect_attempted' || 
-                                $Val eq 'incorrect_by_override' )
-		                { $Wrongs = $Tries; $Code = 'N'; }
-			    $TempHash{"$Part.Code"} = $Code;
-			    $TempHash{"$Part.Wrongs"} = $Wrongs;
-			}
-     		    }
-                } 
-		for ( my $n = 0; $n < $PartNo; $n++ ) {		  
-		    my $part = $TempHash{$n};
-		    if ($PtrTry ne '') {$PtrTry .= ',';}
-		    $PtrTry .= "$TempHash{$part.'.Tries'}";
-                    $PtrCod .= "$TempHash{$part.'.Code'}";    
-		}
-            }
-	    else { 
-		for(my $n=0; $n<$PartNo; $n++) { 
-		    if ($PtrTry ne '') {$PtrTry .= ',';}
-		    $PtrTry .= "0";
-                    $PtrCod .= "-"; 
-		}
+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;	
 	    }
-        }
-    }
-    $Str .= "\n".'</table>';
-    $r->print($Str);
-    $r->rflush();
+	}
+    }       
+#   $r->print('<br>cid='.$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 CreateTable {
-    my ($Hd, $Hid)=@_;
-    if ( $Hd == 1 ) {
-#	$Hid=~/(\d+)\.(\d+)/;
-	$r->print('<br><a href="'.$hash{'src_'.$Hid}.
-                  '" target="_blank">'.$hash{'title_'.$Hid}.'</a>'
-#                  .' ('.&Apache::lonnet::declutter($hash{'map_id_'.$1}).')'
-                 );
-    }
-    my $Result = "\n".'<table border=2>';
-    $Result .= '<tr><th>P#</th>'."\n";
-    for ( my $nIdx=0; $nIdx < 11; $nIdx++ ) { 
-	$Result .= '<th>'.'<input type="submit" name="sort" value="'.
-                   $Header{$nIdx}.'" />'.'</th>'."\n";
+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;
     }
-    $Result .= "\n".'</tr>'."\n";    
-    $r->print( $Result );
-    $r->rflush();
 }
 
-sub CloseTable {
-    $r->print("\n".'</table>'."\n");
-    $r->rflush();
+
+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;
+    }
 }
- 
-# ------------------------------------------- Prepare Statistics Table
-sub PreStatTable {
-    my $CacheDB = "/home/httpd/perl/tmp/$ENV{'user.name'}".
-                  "_$ENV{'user.domain'}_$cid\_statistics.db";
-    my $GraphDB = "/home/httpd/perl/tmp/$ENV{'user.name'}".
-                  "_$ENV{'user.domain'}_$cid\_graph.db";
-    my $CachDisFac = "/home/httpd/perl/tmp/$ENV{'user.name'}".
-		     "_$ENV{'user.domain'}_$cid\_DiscFactor.db";
-    $r->print('<br><input type="submit" name="sort" value="Recalculate Statistics" />');
 
-    my $Ptr = '';
 
-    $Ptr .= '<br><b> Sorting Type: &nbsp; </b>'."\n".
-            '<select name="order"> <option '.$OpSel1.' >Ascending</option>'."\n".
-	    '<option '.$OpSel2.'>Descending</option> </select> '."\n";
-    $Ptr .= '&nbsp;&nbsp;&nbsp;';
-    $Ptr .= '<input type="submit" name="sort" value="DoDiff Graph" />'."\n";
-    $Ptr .= '&nbsp;&nbsp;&nbsp;';
-    $Ptr .= '<input type="submit" name="sort" value="%Wrong Graph" />'."\n";
+#------- Classification  
+sub Classify {
+    my ($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]);}
+} 
 
-    $Ptr .= '<pre>'.
-    '  #Stdnts: Total Number of Students opened the problem.<br>'. 
-    '  Tries  : Total Number of Tries for solving the problem.<br>'. 
-    '  Mod    : Maximunm Number of Tries for solving the problem.<br>'. 
-    '  Mean   : Average Number of the tries. [ Tries / #Stdnts ]<br>'.
-    '  #YES   : Number of students solved the problem correctly.<br>'. 
-    '  #yes   : Number of students solved the problem by override.<br>'.
-    '  %Wrng  : Percentage of students tried to solve the problem but'.
-    ' still incorrect. [ 100*((#Stdnts-(#YES+#yes))/#Stdnts) ]<br>'.
-#    '  DoDiff : Degree of Difficulty of the problem. [ Tries/(#YES+#yes+0.1) ]<br>'.
-    '  DoDiff : Degree of Difficulty of the problem. [ 1 - ((#YES+#yes) / Tries) ]<br>'.
-    '  S.D.   : Standard Deviation of the tries.'.
-    '[ sqrt(sum((Xi - Mean)^2)) / (#Stdnts-1)'.
-    ' where Xi denotes every student\'s tries ]<br>'.
-    '  Skew.  : Skewness of the students tries.'.
-    ' [ (sqrt( sum((Xi - Mean)^3) / #Stdnts)) / (S.D.^3) ]<br>'.
 
-#    '  Dis.F. : Discrimination Factor. [ Sum of Partial Credits Awarded / Total Number of Tries in %27 upper and lower students]</b>'.	
-            '</pre>';
+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>');
 
-    $r->print($Ptr);
-    $r->rflush();	
 
-    if ((-e "$CacheDB")&&($ENV{'form.sort'} ne 'Recalculate Statistics')) {
-	if (tie(%CachData,'GDBM_File',"$CacheDB",&GDBM_READER,0640)) {
-	    tie(%GraphDat,'GDBM_File',$GraphDB,&GDBM_WRCREAT,0640);
-	    &Cache_Statistics();
+#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 hash to db file");
+	    $r->print("Unable to tie log Cache hash to db file");
         }
     }
     else {
-	if (tie(%CachData,'GDBM_File',$CacheDB,&GDBM_WRCREAT,0640)) {
-	    tie(%DiscFac,'GDBM_File',$CachDisFac,&GDBM_WRCREAT,0640);
-	    tie(%GraphDat,'GDBM_File',$GraphDB,&GDBM_WRCREAT,0640);
-	    foreach (keys %DiscFac) {delete $CachData{$_};}
-	    foreach (keys %CachData) {delete $CachData{$_};}
-	    $DiscFlag=0;
-	    &Build_Statistics();
+	if (tie(%Activity,'GDBM_File',$CacheDB,&GDBM_WRCREAT,0640)) {
+	    foreach (keys %Activity) {delete $Activity{$_};}
+	    &Build_log(); 
 	}
         else {
-	    $r->print("Unable to tie hash to db file");
+	    $r->print("Unable to tie log Build hash to db file");
         }
     }
-    #$r->print('Total instances of the problems : '.($p_count*($#students+1)));
+}
+
+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++;
+# }
 
-    untie(%CachData);
-    untie(%GraphDat);
-    untie(%DiscFac);       
+}
+
+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>');
+#	}
+#    }
 }
 
 
-# ------------------------------------- Find the section of student in a course
-
-sub usection {
-    my ($udom,$unam,$courseid)=@_;
-    $courseid=~s/\_/\//g;
-    $courseid=~s/^(\w)/\/$1/;
-    map {
-        my ($key,$value)=split(/\=/,$_);
-        $key=&Apache::lonnet::unescape($key);
-        if ($key=~/^$courseid(?:\/)*(\w+)*\_st$/) {
-            my $section=$1;
-            if ($key eq $courseid.'_st') { $section=''; }
-	    my ($dummy,$end,$start)=split(/\_/,&Apache::lonnet::unescape($value));
-            $section=($section) ? $section : '(none)';
-#            $section=(int($section)) ? int($section) : $section;
-#            $r->print($unam.'...'.$section.'<br>');
-	    return $section;
-        }
-    } split(/\&/,&Apache::lonnet::reply('dump:'.$udom.':'.$unam.':roles',
-                        &Apache::lonnet::homeserver($unam,$udom)));
-    return '';
+sub InitAnalysis {
+    my ($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;
 }
 
 
-# ------ Dump the Student's DB file and handling the data for statistics table 
+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");
+    $r->rflush();
+}
+
+
+ 
+# ------ Dump the Student's DB file and handling the data for statistics table 
 sub ExtractStudentData {
-    my ($student,$coid)=@_;
-    my ($sname,$sdom) = split( /\:/, $student );
-    my $shome=&Apache::lonnet::homeserver( $sname,$sdom );          
-    my $reply=&Apache::lonnet::reply('dump:'.$sdom.':'.$sname.':'.$coid,$shome );
-    my %result = ();
-    my $ResId;
-    my $PrOrd;
-    my $Dis = '';
-    my $Code;
-    my $Tries;
-    my $ParCr;
-    my $TotalTries = 0;
+    my ($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 $TotParCr = 0;
-    my $Wrongs;
-    my %TempHash;
-    my $Version;
-    my $LatestVersion;
-    my $SecLimit;
-    my $MapLimit;
-    unless ($reply=~/^error\:/) {
-        foreach (split(/\&/,$reply)) {
-            my ($name,$value)=split(/\=/,&Apache::lonnet::unescape($_));
-            $result{$name}=$value;
-        }
-        foreach my $CurCol(@cols) {
-	    ($PrOrd,$ResId)=split(/\:/,$CurCol);
-	    if ( !$CurCol ) { next; }
-            $ResId=~/(\d+)\.(\d+)/;
-	    my $MapId=$1;
-	    my $PrbId=$2;
-            my $Map = &Apache::lonnet::declutter( $hash{'map_id_'.$MapId} );
-            if ( $CurMap ne 'All Maps' ) {
-		my ( $ResMap, $NameMap ) = split(/\=/,$CurMap);
-		if ( $Map ne $ResMap ) { next; }
-	    }
-	    my $meta=$hash{'src_'.$ResId};
-	    my $PartNo = 0;
-	    $Dis .= ':';
-	    undef %TempHash;
-	    foreach (split(/\,/,&Apache::lonnet::metadata($meta,'keys'))) {
-		if ($_=~/^stores\_(\d+)\_tries$/) {
-                    my $Part=&Apache::lonnet::metadata($meta,$_.'.part');
-		    if ( $TempHash{"$Part"} eq '' ) { 
-			$TempHash{"$Part"} = $Part;
-			$TempHash{$PartNo}=$Part;
-			$TempHash{"$Part.Code"} = 'U';  
-			$TempHash{"$Part.PrOrd"} = $PrOrd+$PartNo;
-			$PartNo++;
-		    }
-		}
+    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'}='-';
             }
 
-            my $Prob = $Map.'___'.$PrbId.'___'.
-                       &Apache::lonnet::declutter( $hash{'src_'.$ResId} );
-            $Code='U';
-            $Tries = 0;
-	    $ParCr = 0;
-            $Wrongs = 0;
-  	    $LatestVersion = $result{"version:$Prob"};       
-
-	    if ( $LatestVersion ) {
-		for ( my $Version=1; $Version<=$LatestVersion; $Version++ ) {
-		    my $vkeys = $result{"$Version:keys:$Prob"};
-		    my @keys = split(/\:/,$vkeys);		
-  
-		    foreach my $Key (@keys) {		  
-			if (($Key=~/\.(\w+)\.solved$/) && ($Key!~/^\d+\:/)) {
-			    my $Part = $1;
-			    $Tries = $result{"$Version:$Prob:resource.$Part.tries"};
-			    $ParCr = $result{"$Version:$Prob:resource.$Part.awarded"};
-			    my $Time = $result{"$Version:$Prob:timestamp"};
-			    $TempHash{"$Part.Time"} = ($Time) ? $Time : 0;
-			    $TempHash{"$Part.Tries"} = ($Tries) ? $Tries : 0;
-			    $TempHash{"$Part.ParCr"} = ($ParCr) ? $ParCr : 0;        
-			    $TotalTries += $TempHash{"$Part.Tries"};
-			    $TotParCr += $TempHash{"$Part.ParCr"};
-#$r->print($Version.'---'.$Prob.'==='.$Time.'<br>');
-			    my $Val = $result{"$Version:$Prob:resource.$Part.solved"};
-			    if ( $Val eq 'correct_by_student' )
-                               { $Wrongs = $Tries - 1; $Code = 'C'; } 
-			    elsif ( $Val eq 'correct_by_override' )
-                               { $Wrongs = $Tries - 1; $Code = 'O'; }                        
-			    elsif ( $Val eq 'incorrect_attempted' || 
-                                $Val eq 'incorrect_by_override' )
-		               { $Wrongs = $Tries; $Code = 'I'; }
-			    $TempHash{"$Part.Code"} = $Code;
-			    $TempHash{"$Part.Wrongs"} = $Wrongs;
-			}
-     		    }
-                } 
-		for ( my $n = 0; $n < $PartNo; $n++ ) {		  
-		    my $part = $TempHash{$n};
-		    my $Yes = 0;
-                    if ( $TempHash{$part.'.Code'} eq 'C' ||
-                         $TempHash{$part.'.Code'} eq 'O'  ) 
-		       {$ProbSolved++;$Yes=1;}		    
-#		    my $ptr = "$hash{'title_'.$ResId}";
-		    my $ptr = $TempHash{$part.'.PrOrd'}.':'.$ResId;
-		    if ( $PartNo > 1 ) {                
-			$ptr .= "*(part $part)";
-			$Dis .= ':';
-		    }
-		    my $Fac = ($TempHash{"$part.Tries"}) ? 
-                              ($TempHash{"$part.ParCr"}/$TempHash{"$part.Tries"}) : 0;
-		    my $DisF;
-		    if ( $Fac > 0 &&  $Fac < 1 ) { 
-			$DisF = sprintf( "%.4f", $Fac );
-		    }
-		    else {$DisF = $Fac;}
-#		    $DisF .= '+'.$TempHash{"$part.Time"};
-		    $TimeTot += $TempHash{"$part.Time"};
-		    $Dis .= $ptr.'*'.$ResId.'='.$DisF.'+'.$Yes;
-		    $ptr .= ":$TempHash{$part.'.Tries'}".
-		            ":$TempHash{$part.'.Wrongs'}".
-                            ":$TempHash{$part.'.Code'}";
-		    push (@list, $ptr);
-		    $TotalOpend++;
-		    $ProbTot++;
+            # 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++;
             }
-	    #else { 
-		#for(my $n=0; $n<$PartNo; $n++) {
-		#    push (@list, "$hash{'title_'.$ResId}*$ResId:0:0:U");
-		#    $ProbTot++; 
-		#}
-	    #}
-        }
-	if ( $TotalTries ) {
-	    my $DisFac = ( $TotalTries ) ? ($TotParCr/$TotalTries) : 0;
-#	    my $DisFactor = int(sprintf( "%.4f", $DisFac ) * 100);
+        }
+	my $pstr;
+        if($totalTries) {
+	    my $DisFac = ($totalAwarded/$totalTries);
 	    my $DisFactor = sprintf( "%.4f", $DisFac );
-	    my $time;
-	    if ($ProbSolved){
-		$time = int(($TimeTot/$ProbSolved)-10000000);
-	    }
-	    $DiscFac{($DisFactor.':'.$sname.':'.$ProbTot.':'.$TotalOpend.':'.
-                      $TotalTries.':'.$ProbSolved.':'.$time)}=$Dis;
-#$r->print($DisFactor.$sname.'<br> --- Dis= '.$Dis.'<br>');
+            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}=$Dis;
 	}
     }
-    #$r->print($sname.' PrCr= '.$TotParCr.' Slvd= '.$ProbSolved.' Tries='.$TotalTries.'<br>');
-}
-
 
-# ------------------------------------------------------------ Build page table
-sub tracetable {
-    my ($rid,$beenhere)=@_;
-    $rid=~/(\d+)\.(\d+)/;
-    $maps{&Apache::lonnet::declutter($hash{'map_id_'.$1})}='';#$hash{'title_'.$rid}; 
-    #$maps{$HWN}=$hash{'title_'.$rid}; 
-    unless ($beenhere=~/\&$rid\&/) {
-       $beenhere.=$rid.'&'; 
-       if (defined($hash{'is_map_'.$rid})) {
-	   my $cmap=$hash{'map_type_'.$hash{'map_pc_'.$hash{'src_'.$rid}}};
-           if ( $cmap eq 'sequence' || $cmap eq 'page' ) { 
-               $cols[$#cols+1]=0;
-	       $P_Order++;
-	       $HWN=$P_Order;
-               $mapsort{$HWN} = $rid.':'; 
-               #$maps{&Apache::lonnet::declutter($hash{'src_'.$rid})}= 
-               #      $hash{'title_'.$rid}; 
-           }
-           if ((defined($hash{'map_start_'.$hash{'src_'.$rid}})) &&
-               (defined($hash{'map_finish_'.$hash{'src_'.$rid}}))) {
-	       my $frid=$hash{'map_finish_'.$hash{'src_'.$rid}};
-
-               &tracetable($hash{'map_start_'.$hash{'src_'.$rid}},
-			   '&'.$frid.'&');
-
-	       $cols[$#cols+1]=($P_Order+1).':'.$frid;
-      
-	       my $meta=$hash{'src_'.$frid};
-	       my $PartNo = 0;
-               if ($meta) {
-		   if ($meta=~/\.(problem|exam|quiz|assess|survey|form)$/) {
-		       foreach (split(/\,/,&Apache::lonnet::metadata($meta,'keys'))) {
-			   if ($_=~/^stores\_(\d+)\_tries$/) {
-			       &Apache::lonnet::metadata($meta,$_.'.part');
-			       $P_Order++;
-			       $mapsort{$HWN} .= '&'.$P_Order;
-			       $PartNo++;
-			       $r->print('<br>'.$PartNo.'---'.$P_Order);
-			   }
-		       }
-		   }
-               }
-	   }
-       } else {
-	   $cols[$#cols+1]=($P_Order+1).':'.$rid;
-	   my $meta=$hash{'src_'.$rid};
-	   my $PartNo = 0;
-           if ($meta) {
-	       if ($meta=~/\.(problem|exam|quiz|assess|survey|form)$/) {
-		   foreach (split(/\,/,&Apache::lonnet::metadata($meta,'keys'))) {
-		       if ($_=~/^stores\_(\d+)\_tries$/) {
-			   &Apache::lonnet::metadata($meta,$_.'.part');
-			   $P_Order++;
-			   $mapsort{$HWN} .= '&'.$P_Order;
-			   $PartNo++;
-		       }
-		   }
-	       }
-	   }
-       }
-       if (defined($hash{'to_'.$rid})) {
-          foreach (split(/\,/,$hash{'to_'.$rid})){
-              &tracetable($hash{'goesto_'.$_},$beenhere);
-          }
-       }
-    }
+    return (\%discriminantFactor);
 }
 
+
+=pod
 sub MySort {          
-    if ( $Pos > 0 && $Pos < 11 ) {
+    if ( $Pos > 0 ) {
 	if ($ENV{'form.order'} eq 'Descending') {$b <=> $a;}
 	else { $a <=> $b; }
     }
@@ -562,56 +848,50 @@ sub MySort {
 	else { $a cmp $b; }
     }
 }
+=cut
 
-sub Build_Statistics {
-    $r->print(<<ENDPOP);
-    <script>
-    popwin=open('','popwin','width=400,height=100');
-    popwin.document.writeln('<html><body bgcolor="#7777EE">'+
-      '<title>LON-CAPA Statistics</title>'+
-      '<h4>Computation Progress</h4>'+
-      '<form name=popremain>'+
-      '<input type=text size=35 name=remaining value=Starting></form>'+
-      '</body></html>');
-    popwin.document.close();
-    </script>
-ENDPOP
+sub BuildStatisticsTable {
+    my ($cache,$discriminantFactor,$list,$headings,$students)=@_;
 
-    $r->rflush();
-# ---------------------------- Gathering the Data of students' tries
-    my $index;
-    for ($index=0;$index<=$#students;$index++) {
-#----------- update progress
-        $r->print('<script>popwin.document.popremain.remaining.value="'.
-                  'Computing '.($index+1).'/'.($#students+1).': '.
-                  $students[$index].'";</script>');
-        $r->rflush();
-
-        &ExtractStudentData($students[$index],$cid);
-    }
-#--------------------- close Progress Line
-    $r->print('<script>popwin.close()</script>');
-    $r->rflush(); 
-# -------------------- sorting the Data
-    @list = sort (@list);
-
-    $OpSel2='';
-    $OpSel1='selected';
- 		   
-    $p_count = 0; 
-    my $nIdx = 0;
-    my $dummy; 
+#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 = $#list + 1;
-#-------------------------------- loop for data representation
-    foreach (sort keys %mapsort) {
+    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);
-	&CreateTable(1,$Hid);
 	for (my $i=1; $i<=$#lpr; $i++) {
 	    my %storestats=();
-	    my ($PrOrd,$Prob,$Tries,$Wrongs,$Code)=split(/\:/,$list[$nIdx]);
+	    my ($PrOrd,$Prob,$Tries,$Wrongs,$Code,$Disc)=split(/\&/,$list->[$nIndex]);
 	    my $Temp = $Prob;
 	    my $MxTries = 0;
 	    my $TotalTries = 0;
@@ -619,10 +899,11 @@ ENDPOP
 	    my $Incorrect = 0;
 	    my $Override = 0;
 	    my $StdNo = 0;
+	    my $DiscNo=0;
 	    my @StdLst;
 	    while ( $PrOrd == $lpr[$i] ) 
 	    {
-		$nIdx++;
+		$nIndex++;
 		$StdNo++;
 		$StdLst[ $StdNo ] = $Tries;
 		$TotalTries += $Tries;
@@ -631,7 +912,7 @@ ENDPOP
 		elsif( $Code eq 'I' ) { $Incorrect++; }
 		elsif( $Code eq 'O' ) { $Override++; }
 		elsif( $Code eq 'U' ) { $StdNo--; }
-		($PrOrd,$Prob,$Tries,$Wrongs,$Code)=split(/\:/,$list[$nIdx]);
+		($PrOrd,$Prob,$Tries,$Wrongs,$Code,$Disc)=split(/\&/,$list->[$nIndex]);
 	    }	
 
 	    $p_count++;
@@ -640,7 +921,7 @@ ENDPOP
 
 	    $Temp = '<a href="'.$hash{'src_'.$ResId}.
                 '" target="_blank">'.$hash{'title_'.$ResId}.$Dummy.'</a>';
-    
+
 	    my $res = &Apache::lonnet::declutter($hash{'src_'.$ResId});
 	    my $urlres=$res;
 
@@ -690,106 +971,291 @@ ENDPOP
 		    $Skewness += $Dif*$Dif*$Dif;
 		} 
 		$Skewness /= $StdNo;
-	    $Skewness /= $StdDev*$StdDev*$StdDev;
+		$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 = $PrOrd.':'.$Temp.':'.$StdNo.':'.
-                       $TotalTries.':'.$MxTries.':'.$Avg.':'.
-                       $YES.':'.$Override.':'.$Wrng.':'.$DoD.':'.
-		       $SD.':'.$Sk.':'.$Map.':'.$Prob;
+	    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
-	    if ( $DiscFlag == 0 ) {
-		&TableRow($join,$i,($p_count-1));
-	    } 
+            &TableRow($cache,$join,$i,($p_count-1));
 	}
-	&CloseTable();
+	&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++;}
-    $p_count = 0;
+    my $p_count = 0;
     foreach my $key( keys %CachData) { 
-	my @Temp=split(/\:/,$CachData{$key});
-	if ( $Pos == 0 || $Pos == 11 ) {
+	my @Temp=split(/\&/,$CachData{$key});
+	if ( $Pos == 0 ) {
 	    ($UnUseful,$Useful)=split(/\>/,$Temp[$Pos]);
 	}
 	else {
 	    $Useful = $Temp[$Pos];
 	}   
-	$list[$p_count]=$Useful.'&'.$CachData{$key};
+	$list[$p_count]=$Useful.'@'.$CachData{$key};
         $p_count++;
     }
 
     @list = sort MySort (@list);
 
-    my $nIdx=0;
+    my $nIndex=0;
 
     if ( $Pos == 0 ) {
 	foreach (sort keys %mapsort) {
 	    my ($Hid,$pr)=split(/\:/,$mapsort{$_});
-	    &CreateTable(1,$Hid);
+	    &CreateProblemStatisticsTableHeading($cache,1,$Hid);
 	    my @lpr=split(/\&/,$pr);
 	    for (my $i=1; $i<=$#lpr; $i++) {
-		my($Pre, $Post) = split(/\&/,$list[$nIdx]); 
-		&TableRow($Post,$i,$nIdx);
-		$nIdx++;
+		my($Pre, $Post) = split(/\@/,$list[$nIndex]); 
+		#$r->print('<br>'.$Pre.'---'.$Post);
+		&TableRow($cache,$Post,$i,$nIndex);
+		$nIndex++;
 	    }
-	    &CloseTable();
+	    &CloseTable($cache);
 	}
     }
     else {
-	&CreateTable(0);
-	for ( my $nIdx = 0; $nIdx < $p_count; $nIdx++ ) {
-	    my($Pre, $Post) = split(/\&/,$list[$nIdx]); 
-	    &TableRow($Post,$nIdx,$nIdx);
+	&CreateProblemStatisticsTableHeading($cache,0);
+	for ( my $nIndex = 0; $nIndex < $p_count; $nIndex++ ) {
+	    my($Pre, $Post) = split(/\@/,$list[$nIndex]); 
+	    &TableRow($cache,$Post,$nIndex,$nIndex);
 	} 
-	&CloseTable();
+	&CloseTable($cache);
     }
 }
+=cut 
+
+
 
 sub TableRow {
     my ($Str,$Idx,$RealIdx)=@_;
-    my($PrOrd,$Temp,$StdNo,$TotalTries,$MxTries,$Avg,$YES,
-       $Override,$Wrng,$DoD,$SD,$Sk,$res,$Prob)=split(/\:/,$Str);	
-    $r->print( "\n".'<tr>'.
+    my($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 bgcolor="#FFFFFF">'.$Temp.'</td>'.
-               "\n".'<td bgcolor="#EEFFDD"> '.$StdNo.'</td>'.
-               "\n".'<td bgcolor="#EEFFDD">'.$TotalTries.'</td>'.
-               "\n".'<td bgcolor="#EEFFDD">'.$MxTries.'</td>'.
-               "\n".'<td bgcolor="#DDFFFF">'.$Avg.'</td>'.
-               "\n".'<td bgcolor="#DDFFFF"> '.$YES.'</td>'.
-               "\n".'<td bgcolor="#DDFFFF"> '.$Override.'</td>'.
-               "\n".'<td bgcolor="#FFDDDD"> '.$Wrng.'</td>'.
-               "\n".'<td bgcolor="#FFDDDD">'.$DoD.'</td>'.
-               "\n".'<td bgcolor="#DDFFDD"> '.$SD.'</td>'.
-               "\n".'<td bgcolor="#DDFFDD"> '.$Sk.'</td>'.
-#               "\n".'<td>'.$res.'</td>'.
-               "\n".'</tr>' );
+          #     "\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 $Tag = shift;
+    my $ylab = shift;
     my $Col;
     my $data='';
     my $count = 0;
@@ -800,12 +1266,12 @@ sub GetGraphData {
     foreach (keys %GraphDat) {delete $GraphDat{$_};}
     if (-e "$GraphDB") {
 	if (tie(%GraphDat,'GDBM_File',"$GraphDB",&GDBM_READER,0640)) {
-	    if ( $Tag eq 'DoDiff Graph' ) {
-		$Tag = 'Degree-of-Difficulty';
+	    if ( $ylab eq 'DoDiff Graph' ) {
+		$ylab = 'Degree-of-Difficulty';
 		$Col = 0;
 	    }
 	    else {
-		$Tag = 'Wrong-Percentage';
+		$ylab = 'Wrong-Percentage';
 		$Col = 1;
 	    }
 	    foreach (sort NumericSort keys %GraphDat) { 
@@ -815,314 +1281,877 @@ sub GetGraphData {
 		$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.'&'.$Tag.'&'.$Max.'&'.$count.'&'.$data;
-
+	    $GData=$Course.'&'.'Problems'.'&'.$ylab.'&'.$Max.'&'.$count.'&'.$data;
 	}
 	else {
 	    $r->print("Unable to tie hash to db file");
 	}
     }
 }
+#---- Problem Analysis Web Page ----------------------------------------------
 
+sub IntervalOptions {
+    my ($cache)=@_;
 
-sub initial {
-# --------------------------------- Initialize the global varaibles
-  undef @students;
-  undef @cols;
-  undef %maps;
-  undef %section;
-  undef %StuBox;
-  undef @list;
-  undef %CachData;
-  undef %GraphDat;
-  undef %DiscFac;
-  undef $CurMap;
-  undef $CurSec;
-  undef $CurStu;
-  undef $p_count;
-  undef $Pos;
-  undef $GData;
-  $DiscFlag=0; 
-  $P_Order=100000;
-  $HWN=$P_Order;
+    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";
 
-sub ClassList {
-
-    &GetStatus();
-
-    $cid=$ENV{'request.course.id'};
-    my $chome=$ENV{'course.'.$cid.'.home'};
-    my ($cdom,$cnum)=split(/\_/,$cid);
-# ----------------------- Get first and last resource, see if there is anything
-    $firstres=$hash{'map_start_/res/'.$ENV{'request.course.uri'}};
-    $lastres=$hash{'map_finish_/res/'.$ENV{'request.course.uri'}};
-    if (($firstres) && ($lastres)) {
-# ----------------------------------------------------------------- Render page
-	my $classlst=&Apache::lonnet::reply
-                 ('dump:'.$cdom.':'.$cnum.':classlist',$chome);
-	my $StudNo = 0;
-	unless ($classlst=~/^error\:/) {
-	    foreach (sort split(/\&/,$classlst)) {
-		my ($name,$value)=split(/\=/,$_);
-		my ($end,$start)=split(/\:/,&Apache::lonnet::unescape($value));
-		$name=&Apache::lonnet::unescape($name);
-		my ($sname,$sdom)=split(/\:/,$name);
-		my $ssec=&Apache::lonnet::usection($sdom,$sname,$cid);
-                if ($ssec==-1) {next;}
-		$ssec=($ssec) ? $ssec : '(none)';
-		#$ssec=(int($ssec)) ? int($ssec) : $ssec;
-		#$r->print($sname.'...'.$ssec.'<br>');
-		$section{$ssec}=$ssec;
-		if ($CurSec eq 'All Sections' || $ssec eq $CurSec) {
-		    $students[$StudNo]=$name;
-		    $StuBox{$sname}=$ssec;
-		}
-		$StudNo++;
-	    }
-	}
-	else {
-	    $r->print('<h1>Could not access course data</h1>');
-	} 
-        $r->print("Total number of students : ".($#students+1));
-        $r->rflush();
-# --------------- Find all assessments and put them into some linear-like order
-	&tracetable($firstres,'&'.$lastres.'&');
-
-#    my $c=0;
-#    foreach (sort keys %mapsort) {
-#	$r->print('<br>'.$c.')'.$_.' ... '.$mapsort{$_});
-#	$c++;
-#    }
-#foreach(@cols) {
-#    $c++;
-#    $r->print('<br>'.$cols[$c]);
-#}
-#$r->print('<br> Count = '.$c);
+    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";
     }
 
-# ------------------------------------------------------------- End render page 
-    else {
-	$r->print('<h3>Undefined course sequence</h3>');
+    $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, $default)=@_;
+
+    if(defined($ENV{'form.'.$ENVName})) {
+        $cache->{$cacheName} = $ENV{'form.'.$ENVName};
+    } elsif(!defined($cache->{$cacheName})) {
+        $cache->{$cacheName} = $default;
     }
-    &MapSecOptions();
+
+    return;
 }
 
+sub ProcessFormData{
+    my ($cache)=@_;
+
+    $cache->{'reportKey'} = 'false';
 
-sub Menu {
-    my $InpStr = $ENV{'form.sort'};
-    if ( $InpStr eq 'DoDiff Graph' || $InpStr eq '%Wrong Graph' ) {      
-	&GetGraphData($InpStr);
-    	$r->print('<IMG src="/cgi-bin/graph.gif?'.$GData.'" />');
+    &Apache::loncommon::get_unprocessed_cgi($ENV{'QUERY_STRING'},
+                                            ['sort','download']);
+    &CheckFormElement($cache, 'Status', 'Status', 'Active');
+    &CheckFormElement($cache, 'postdata', 'reportSelected', 'Class list');
+    &CheckFormElement($cache, 'reportSelected', 'reportSelected', 
+                      'Class list');
+    &CheckFormElement($cache, 'DownloadAll', 'DownloadAll', 'false');
+    &CheckFormElement($cache, 'sort', 'sort', 'fullname');
+    &CheckFormElement($cache, 'download', 'download', 'false');
+
+    if(defined($ENV{'form.CreateStudentAssessment'}) ||
+       defined($ENV{'form.NextStudent'}) ||
+       defined($ENV{'form.PreviousStudent'})) {
+        $cache->{'reportSelected'} = 'Student Assessment';
+    }
+    if(defined($ENV{'form.NextStudent'})) {
+        $cache->{'StudentAssessmentMove'} = 'next';
+    } elsif(defined($ENV{'form.PreviousStudent'})) {
+        $cache->{'StudentAssessmentMove'} = 'previous';
+    } else {
+        $cache->{'StudentAssessmentMove'} = 'selected';
+    }
+    &CheckFormElement($cache, 'StudentAssessmentMap', 'StudentAssessmentMap', 
+                      'All Maps');
+    &CheckFormElement($cache, 'StudentAssessmentStudent', 
+                      'StudentAssessmentStudent', 'No Student Selected');
+
+    foreach (keys(%ENV)) {
+        if(/form\.Analyze:::/) {
+#            $cache->{'reportSelected'} = 'Analyze';
+#            $cache->{'reportKey'} = 'Problem Analysis';
+            my ($uri, $title, $part, $problem);
+            (undef, $uri, $title, $part, $problem)=split(':::', $_);
+            $cache->{'AnalyzeURI'}     = $uri;
+            $cache->{'AnalyzeTitle'}   = $title;
+            $cache->{'AnalyzePart'}    = $part;
+            $cache->{'AnalyzeProblem'} = $problem;
+            
+            &CheckFormElement($cache, 'Interval', 'Interval', '1');
+        }
     }
-    else {
-	$r->print('<html><head><title>LON-CAPA Statistics</title></head>');
 
+    return;
 
-        $r->print('<body bgcolor="#FFFFFF">'.
-                  '<script>window.focus(); window.width=500;window.height=500; </script>'.
-                  '<img align=right src=/adm/lonIcons/lonlogos.gif>');
-# ---------------------------------------------------------------- Course title
-        $r->print('<h1> Course : "'.
-                  $ENV{'course.'.$ENV{'request.course.id'}.
-                  '.description'}.'"</h1><h2>'.localtime().'</h2>');
-# ------------------------------- This is going to take a while, produce output
-        $r->rflush();	
-
-	$r->print("\n".'<form name=stat method=post action="/adm/statistics" >');
-
-	my $content = $ENV{'form.sort'};
-	if ($content eq '' || $content eq 'Return to Menu') {
-	    my $Ptr = '<h3>';
-	    $Ptr .= '<input type=submit name=sort value="Problem Evaluation"/>';#General Statistics"/>';
-	    $Ptr .= '<br><br>';
-	    $Ptr .= '<input type=submit name=sort value="Student Assessment"/>';
-	    $Ptr .= '<br><br>';
-#	    $Ptr .= '<input type=submit name=sort value=Discrimination>';#"Problem Evaluation"/>';
-	    $Ptr .= '</h3>';
-	    $r->print( $Ptr );
-      	}
-	else {
-	    &initial();
-	    &ClassList();
-	    if ( $content eq 'Discrimination' || #'Problem Evaluation' ||
-                 $content eq 'Recalculate Discrimintion Factor' ) {
-		&CreateDiscFac();
-	    }
-	    elsif ( $content eq 'Student Assessment' || 
-                    $content eq 'Create Student Report' ) {
-		&StudentOptions();
-		&StudentReport($CurStu,$StuBox{"$CurStu"});
-	    }
-	    else {
-		&PreStatTable();
-	    }
-	}
-	$r->print("\n".'</form>'.
-                  "\n".'</body>'.
-                  "\n".'</html>');
-	$r->rflush();
+    # Select page to display
+    if(defined($ENV{'form.ProblemStatistics'}) ||
+       defined($ENV{'form.ProblemStatisticsRecalculate'}) || 
+       defined($ENV{'form.DisplayCSVFormat'})) {
+        $cache->{'GoToPage'} = 'ProblemStatistics';
+        &CheckFormElement($cache, 'DisplayCSVFormat',
+                          'DisplayFormat', 'Display Table Format');
+        &CheckFormElement($cache, 'Ascend','ProblemStatisticsAscend',
+                          'Ascending');
+        &CheckFormElement($cache, 'Maps', 'ProblemStatisticsMap', 
+                          'All Maps');
+    } elsif(defined($ENV{'form.ProblemAnalysis'})) {
+        $cache->{'GoToPage'} = 'ProblemAnalysis';
+        &CheckFormElement($cache, 'Interval', 'Interval', '1');
+    } elsif(defined($ENV{'form.DoDiffGraph'})) {
+        $cache->{'GoToPage'} = 'DoDiffGraph';
+    } elsif(defined($ENV{'form.PercentWrongGraph'})) {
+        $cache->{'GoToPage'} = 'PercentWrongGraph';
+    } elsif(defined($ENV{'form.ActivityLog'})) {
+        $cache->{'GoToPage'} = 'ActivityLog';
+    } else {
+        $cache->{'GoToPage'} = 'Menu';
     }
+
+    &CheckFormElement($cache, 'Status', 'Status', 'Active');
+
+    return;
 }
 
-sub StudentOptions {
-    my $OpSel5='';
-    $CurStu = $ENV{'form.student'};
-    if ( $CurStu eq '' ) { 
-        $CurStu = 'All Students';
-        $OpSel5 = 'selected';
-    }
-    my $Ptr ='';
-# ----------------------------------- Loading the Students Combobox
-    $Ptr .= '<br><b>Select Student</b>'."\n".
-       	    '<select name="student">'."\n". 
-	    '<option '.$OpSel5.'>All Students</option>';                     	     	     
-    foreach my $key ( sort keys %StuBox ) {	          
-	$Ptr .= '<option';
-	if ($CurStu eq $key) {$Ptr .= ' selected';}     
-        $Ptr .= '>'.$key."</option>\n";	     
+=pod
+
+=item &SortStudents()
+
+Determines which students to display and in which order.  Which are 
+displayed are determined by their status(active/expired).  The order
+is determined by the sort button pressed (default to username).  The
+type of sorting is username, lastname, or section.
+
+=over 4
+
+Input: $students, $CacheData
+
+$students: A array pointer to a list of students (username:domain)
+
+$CacheData: A pointer to the hash tied to the cached data
+
+Output: \@order
+
+@order: An ordered list of students (username:domain)
+
+=back
+
+=cut
+
+sub SortStudents {
+    my ($cache)=@_;
+
+    my @students = split(':::',$cache->{'NamesOfStudents'});
+    my @sorted1Students=();
+    foreach (@students) {
+        if($cache->{'Status'} eq 'Any' || 
+           $cache->{$_.':Status'} eq $cache->{'Status'}) {
+            push(@sorted1Students, $_);
+        }
     }
-    $Ptr .= '</select>';
-    $Ptr .= '<br><input type="submit" name="sort" value="Create Student Report" />';
-    $r->print( $Ptr );
-    $r->rflush();	
-}
-
-sub GetStatus {
-
-    $OpSelDis1='';
-    $OpSelDis2='';
-    $OpSel1='';
-    $OpSel2='';
-    $OpSel3='';
-    $OpSel4='';
-
-#    if ( $ENV{'form.DisType'} eq 'Total Number of Correct Answers' ) { 
-#	$OpSelDis1='selected'; 
-#	$CurDis=0;
-#    }
-#    else { $OpSel2 = 'selected'; $CurDis = 1;}
 
-    if ( $ENV{'form.order'} eq 'Descending' ) { $OpSel2='selected'; }
-    else { $OpSel1 = 'selected'; }
+    my $sortBy = '';
+    if(defined($cache->{'sort'})) {
+        $sortBy = ':'.$cache->{'sort'};
+    }
+    my @order = sort { $cache->{$a.$sortBy} cmp $cache->{$b.$sortBy} ||
+                       $cache->{$a.':fullname'} cmp $cache->{$b.':fullname'} } 
+                @sorted1Students;
 
-    my %myHeader = reverse( %Header );
-    $Pos = $myHeader{$ENV{'form.sort'}};
-    if ($Pos == 0) {
-	$OpSel1 = 'selected';
-	$ENV{'form.order'}='Ascendig';
+    return \@order;
+}
+
+sub PrepareData {
+    my ($c, $cacheDB)=@_;
+
+    # Test for access to the cache data
+    my $courseID=$ENV{'request.course.id'};
+    my $isRecalculate=0;
+    if(defined($ENV{'form.Recalculate'})) {
+        $isRecalculate=1;
+    }
+
+    my $isCached = &Apache::loncoursedata::TestCacheData($cacheDB, 
+                                                         $isRecalculate);
+    if($isCached < 0) {
+        return "Unable to tie hash to db file.";
+    }
+
+    # Download class list information if not using cached data
+    my %cache;
+    unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_WRCREAT,0640)) {
+        return "Unable to tie hash to db file.";
+    }
+
+    if(!$isCached) {
+        my $processTopResourceMapReturn=
+            &Apache::loncoursedata::ProcessTopResourceMap(\%cache, $c);
+        if($processTopResourceMapReturn ne 'OK') {
+            untie(%cache);
+            return $processTopResourceMapReturn;
+        }
     }
 
-    $CurMap = $ENV{'form.maps'};
-    if ( $CurMap eq '' ) { 
-	$CurMap = 'All Maps';
-	$OpSel3 = 'selected';
+    if($c->aborted()) {
+        untie(%cache);
+        return 'aborted'; 
     }
-    $CurSec = $ENV{'form.section'};
-    if ( $CurSec eq '' ) { 
-	$CurSec = 'All Sections';
-        $OpSel4 = 'selected';
+
+    my $classlist=&Apache::loncoursedata::DownloadClasslist($courseID,
+                                                $cache{'ClasslistTimestamp'},
+                                                $c);
+    foreach (keys(%$classlist)) {
+        if(/^(con_lost|error|no_such_host)/i) {
+            untie(%cache);
+            return "Error getting student data.";
+        }
     }
-}
 
+    if($c->aborted()) {
+        untie(%cache);
+        return 'aborted'; 
+    }
+
+    # Active is a temporary solution, remember to change
+    Apache::loncoursedata::ProcessClasslist(\%cache,$classlist,$courseID,$c);
+    if($c->aborted()) {
+        untie(%cache);
+        return 'aborted'; 
+    }
+
+    &ProcessFormData(\%cache);
+    my $students = &SortStudents(\%cache);
+
+    if($cache{'download'} ne 'false') {
+        my $who = $cache{'download'};
+        my $courseData = 
+            &Apache::loncoursedata::DownloadStudentCourseInformation(
+                                             $who, $courseID, 
+                                             $cache{$who.':lastDownloadTime'});
+        &Apache::loncoursedata::ProcessStudentData(\%cache, $courseData, $who);
+        $cache{'download'} = 'false';
+    } elsif($cache{'DownloadAll'} ne 'false') {
+        my @allStudents;
+        if($cache{'DownloadAll'} eq 'sorted') {
+            @allStudents = @$students;
+        } else {
+            @allStudents = split(':::', $cache{'NamesOfStudents'});
+        }
+        foreach (@allStudents) {
+            my $courseData = 
+                &Apache::loncoursedata::DownloadStudentCourseInformation(
+                                             $_, $courseID, 
+                                             $cache{$_.':lastDownloadTime'});
+            &Apache::loncoursedata::ProcessStudentData(\%cache, $courseData, 
+                                                       $_);
+            if($c->aborted()) {
+                untie(%cache);
+                return 'aborted'; 
+            }
+        }
+        $cache{'DownloadAll'} = 'false';
+    }
 
-sub MapSecOptions {
-# ----------------------------------- Loading the Maps Combobox
-    my $Ptr = '<br>';
-    $Ptr .= '<br><input type="submit" name="sort" value="Return to Menu" />';
-    $Ptr .= '<br><b> Select &nbsp; Map &nbsp; &nbsp; </b>'."\n".
-       	    '<select name="maps">'."\n". 
-	    '<option '.$OpSel3.'>All Maps</option>';                     	     	     
-    foreach my $key ( sort keys %maps ) {	          
-	$Ptr .= '<option';
-        if ($CurMap eq $key) {$Ptr .= ' selected';}	     
-	$Ptr .= '>'.$key."</option>\n";	     
+    if($c->aborted()) {
+        untie(%cache);
+        return 'aborted'; 
     }
-    $Ptr .= '</select>';
-    $Ptr .= '&nbsp;&nbsp;&nbsp;';
 
-# ----------------------------------- Loading the Sections Combobox
-    $Ptr .= '<br><b>Select Section</b>'."\n".
-       	    '<select name="section">'."\n". 
-	    '<option '.$OpSel4.'>All Sections</option>';                     	     	     
-    foreach my $key ( sort keys %section ) {	          
-	$Ptr .= '<option';
-        if ($CurSec eq $key) {$Ptr .= ' selected';}     
-	$Ptr .= '>'.$key."</option>"."\n";	     
+    if($c->aborted()) {
+        untie(%cache);
+        return 'aborted'; 
     }
-    $Ptr .= '</select>'."\n";
 
-    $r->print( $Ptr );
+    untie(%cache);
+
+    return ('OK', $students);
+}
+
+# Create progress
+sub Create_PrgWin {
+    $r->print(<<ENDPOP);
+    <script>
+    popwin=open('','popwin','width=400,height=100');
+    popwin.document.writeln('<html><body bgcolor="#88DDFF">'+
+      '<title>LON-CAPA Statistics</title>'+
+      '<h4>Computation Progress</h4>'+
+      '<form name=popremain>'+
+      '<input type=text size=35 name=remaining value=Starting></form>'+
+      '</body></html>');
+    popwin.document.close();
+    </script>
+ENDPOP
+
     $r->rflush();
 }
 
+# update progress
+sub Update_PrgWin {
+    my ($totalStudents,$index,$name)=@_;
+    $r->print('<script>popwin.document.popremain.remaining.value="'.
+              'Computing '.$index.'/'.$totalStudents.': '.
+              $name.'";</script>');
+    $r->rflush();
+}
 
-# ================================================================ Main Handler
+# close Progress Line
+sub Close_PrgWin {
+    $r->print('<script>popwin.close()</script>');
+    $r->rflush(); 
+}
 
-sub handler {
-    $r=shift;
+# For loading the colored table for display or un-colored for print
+sub setbgcolor {
+    my $PrintTable=shift;
+    undef %color;
+    if ($PrintTable){
+	$color{"gb"}="#FFFFFF";
+	$color{"red"}="#FFFFFF";
+	$color{"yellow"}="#FFFFFF";
+	$color{"green"}="#FFFFFF";
+	$color{"purple"}="#FFFFFF";
+    } else {
+	$color{"gb"}="#DDFFFF";
+	$color{"red"}="#FFDDDD";
+	$color{"yellow"}="#EEFFCC";
+	$color{"green"}="#DDFFDD";
+	$color{"purple"}="#FFDDFF";
+    }
 
-    if (&Apache::lonnet::allowed('vgr',$ENV{'request.course.id'})) {
-# ------------------------------------------- Set document type for header only
-	if ($r->header_only) {
-	    if ($ENV{'browser.mathml'}) {
-		$r->content_type('text/xml');
-	    } 
-	    else {
-		$r->content_type('text/html');
-	    }
-	    $r->send_http_header;
-	    return OK;
-	}    
-	my $requrl=$r->uri;
-# ----------------------------------------------------------------- Tie db file
+    return;
+}
 
-	undef %hash;
+sub initial {
+    undef %hash;
+    undef %CachData;
+    undef %GraphDat;
+    undef %ConceptData;
+    undef $GData;
+}
 
-	if ($ENV{'request.course.fn'}) {
-	    my $fn=$ENV{'request.course.fn'};
-	    if (-e "$fn.db") {
-		if (tie(%hash,'GDBM_File',"$fn.db",&GDBM_READER,0640)) {
-# ------------------------------------------------------------------- Hash tied
-		    $r->content_type('text/html');
-		    $r->send_http_header;
-		    &Menu();
-		}
-		else {
-		    $r->content_type('text/html');
-		    $r->send_http_header;
-		    $r->print('<html><body>Coursemap undefined.</body></html>');
-		}
-# ------------------------------------------------------------------ Untie hash
-		unless (untie(%hash)) {
-		    &Apache::lonnet::logthis("<font color=blue>WARNING: ".
-                            "Could not untie coursemap $fn (browse).</font>"); 
-		}
+#---- END HELPER FUNCTIONS ---------------------------------------------------
 
-# -------------------------------------------------------------------- All done
-		return OK;
-# ----------------------------------------------- Errors, hash could no be tied
-	    }
-	} 
-	else {
-	    $ENV{'user.error.msg'}="$requrl:bre:0:0:Course not initialized";
-	    return HTTP_NOT_ACCEPTABLE; 
-	}
+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;
     }
-    else {
+
+    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)=@_;
+
+    my %cache;
+    unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER,0640)) {
+        return '<html><body>Unable to tie database.</body></html>';
+    }
+
+    my $Str='';
+    $Str .= '<table border="0"><tr><td bgcolor="#777777">'."\n";
+    $Str .= '<table border="0" cellpadding="3"><tr bgcolor="#e6ffff">'."\n";
+
+    my $displayString = '<td align="left"><a href="/adm/statistics?';
+    $displayString .= 'sort=LINKDATA">DISPLAYDATA&nbsp</a></td>'."\n";
+    $Str .= &Apache::lonhtmlcommon::CreateStudentInformationHeadings(\%cache,
+                                                           $studentInformation,
+                                                           $headings,
+                                                           $displayString);
+    $Str .= '<td align="left">';
+    $Str .= '<a href="/adm/statistics?sort=lastDownloadTime">';
+    $Str .= 'Last Updated&nbsp&nbsp</a></td>'."\n";
+    $Str .= '</tr>'."\n";
+    my $alternate=0;
+    foreach (@$students) {
+        my ($username, $domain) = split(':', $_);
+        if($alternate) {
+            $Str .= '<tr bgcolor="#ffffe6"><td>';
+        } else {
+            $Str .= '<tr bgcolor="#ffffc6"><td>';
+        }
+        $alternate = ($alternate + 1) % 2;
+        foreach my $data (@$studentInformation) {
+            if($data eq 'fullname') {
+                $Str .= '<a href="/adm/statistics?reportSelected=';
+                $Str .= &Apache::lonnet::escape('Student Assessment').'">';
+            }
+
+            $Str .= $cache{$_.':'.$data}.'&nbsp';
+
+            if($data eq 'fullname') {
+                $Str .= '</a>';
+            }
+
+            $Str .= '</td><td>';
+        }
+
+        $Str .= '<a href="/adm/statistics?download='.$_.'">';
+        my $downloadTime = $cache{$_.':lastDownloadTime'};
+        if($downloadTime ne 'Not downloaded') {
+            $downloadTime = localtime($downloadTime);
+        }
+        $Str .= $downloadTime;
+
+        $Str .= '&nbsp</a></td></tr>'."\n";
+    }
+
+    $Str .= '</table></td></tr></table>'."\n";
+
+    untie(%cache);
+
+    return $Str;
+}
+
+sub BuildStatistics {
+    my ($r)=@_;
+
+    my $c = $r->connection;
+    my @studentInformation=('fullname','section','id','domain','username');
+    my @headings=('Full Name', 'Section', 'PID', 'Domain', 'User Name');
+    my $spacePadding = '   ';
+    my %reports = ('classlist'          => 'Class list',
+                   'problem_statistics' => 'Problem Statistics',
+                   'student_assessment' => 'Student Assessment',
+                   'reportSelected'     => 'Class list');
+
+    my %cache;
+    my $courseID=$ENV{'request.course.id'};
+    my $cacheDB = "/home/httpd/perl/tmp/$ENV{'user.name'}".
+                  "_$ENV{'user.domain'}_$courseID\_statistics.db";
+
+    &setbgcolor(0);
+    my ($returnValue, $students) = &PrepareData($c, $cacheDB);
+    if($returnValue ne 'OK') {
+        $r->print('<html><body>'.$returnValue."\n".'</body></html>');
+        return OK;
+    }
+
+    my $GoToPage;
+    if(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER,0640)) {
+        $GoToPage = $cache{'reportSelected'};
+        $reports{'reportSelected'} = $cache{'reportSelected'};
+#        if(defined($cache{'reportKey'}) && $cache{'reportKey'} ne 'false') {
+#            $reports{$cache{'reportKey'}} = $cache{'reportSelected'};
+#        }
+
+        if(defined($cache{'OptionResponses'})) {
+            $reports{'problem_analysis'} = 'Problem Analysis';
+        }
+
+        $r->print(&Apache::lonhtmlcommon::Title('LON-CAPA Statistics'));
+        $r->print('<form name="Statistics" ');
+        $r->print('method="post" action="/adm/statistics">');
+        $r->print(&Apache::lonhtmlcommon::CreateStatisticsMainMenu(
+                                                             $cache{'Status'}, 
+                                                             \%reports));
+        untie(%cache);
+    } else {
+        $r->print('<html><body>Unable to tie database.</body></html>');
+        return OK;
+    }
+
+    if($GoToPage eq 'Activity Log') {
+        &Activity();
+    } elsif($GoToPage eq 'Problem Statistics') {
+        &BuildProblemStatisticsPage($cacheDB, $students, $courseID, $c);
+    } elsif($GoToPage eq 'Problem Analysis') {
+        &BuildProblemAnalysisPage($cacheDB);
+    } elsif($GoToPage eq 'Student Assessment') {
+        &BuildStudentAssessmentPage($cacheDB, $students, $courseID, $c);
+    } elsif($GoToPage eq 'Analyze') {
+        &BuildAnalyzePage($cacheDB, $students, $courseID);
+    } elsif($GoToPage eq 'DoDiffGraph') {
+        &BuildDiffGraph($courseID);
+    } elsif($GoToPage eq 'PercentWrongGraph') {
+        &BuildWrongGraph($courseID);
+    } elsif($GoToPage eq 'Class list') {
+        $r->print(&BuildClasslist($cacheDB, $students, \@studentInformation,
+                                  \@headings, $spacePadding));
+    }
+
+    $r->print('</form>'."\n");
+    $r->print("\n".'</body>'."\n".'</html>');
+    $r->rflush();
+
+    return OK;
+}
+
+# ================================================================ Main Handler
+
+sub handler {
+    $r=shift;
+    &initial();
+
+    unless(&Apache::lonnet::allowed('vgr',$ENV{'request.course.id'})) {
         $ENV{'user.error.msg'}=
         $r->uri.":vgr:0:0:Cannot view grades for complete course";
+        return HTTP_NOT_ACCEPTABLE; 
+    }
+
+    # Set document type for header only
+    if($r->header_only) {
+        if ($ENV{'browser.mathml'}) {
+            $r->content_type('text/xml');
+        } else {
+            $r->content_type('text/html');
+        }
+        &Apache::loncommon::no_cache($r);
+        $r->send_http_header;
+        return OK;
+    }
 
+    unless($ENV{'request.course.fn'}) {
+	my $requrl=$r->uri;
+        $ENV{'user.error.msg'}="$requrl:bre:0:0:Course not initialized";
         return HTTP_NOT_ACCEPTABLE; 
     }
-}
-1;
-__END__
 
+    $r->content_type('text/html');
+    $r->send_http_header;
 
+    &BuildStatistics($r);
 
+    return OK;
+}
+1;
+__END__