# The LearningOnline Network with CAPA # (Publication Handler # # $Id: lonstatistics.pm,v 1.11 2002/03/17 01:30:00 minaeibi Exp $ # # Copyright Michigan State University Board of Trustees # # This file is part of the LearningOnline Network with CAPA (LON-CAPA). # # LON-CAPA is free software; you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation; either version 2 of the License, or # (at your option) any later version. # # LON-CAPA is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with LON-CAPA; if not, write to the Free Software # Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA # # /home/httpd/html/adm/gpl.txt # # http://www.lon-capa.org/ # # (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 # YEAR=2002 # 1/22, 2/1, 2/6, 2/25, 3/2, 3/6, 3/17 Behrouz Minaei ### package Apache::lonstatistics; use strict; use Apache::Constants qw(:common :http); use Apache::lonnet(); use Apache::lonhomework; use HTML::TokeParser; use GDBM_File; # -------------------------------------------------------------- Module Globals my %hash; my %CachData; my %GraphDat; my %maps; my %mapsort; my %section; my %StuBox; my %DiscFac; my %DisUp; my %DisLow; my $UpCnt; 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 $OpSel3; my $OpSel4; my $GData; my $cid; my $firstres; my $lastres; my $DiscFlag; my $HWN; my $P_Order; my %Header = (0,"Homework Sets Order",1,"#Stdnts",2,"Tries",3,"Mod", 4,"Mean",5,"#YES",6,"#yes",7,"%Wrng",8,"DoDiff", 9,"S.D.",10,"Skew.",11,"D.F.1st",12,"D.F.2nd"); sub get_student_answers { my ($symb,$username,$domain,$courseid) = @_; my ($map,$id,$feedurl) = split(/___/,$symb); my (%old,%moreenv); my @elements=('symb','courseid','domain','username'); foreach my $element (@elements) { $old{$element}=$ENV{'form.grade_'.$element}; $moreenv{'form.grade_'.$element}=eval '$'.$element #' } $moreenv{'form.grade_target'}='answer'; &Apache::lonnet::appenv(%moreenv); my $userview=&Apache::lonnet::ssi('/res/'.$feedurl); &Apache::lonnet::delenv('form.grade_'); foreach my $element (@elements) { $ENV{'form.grade_'.$element}=$old{$element}; } $userview=~s/\]*\>//gi; $userview=~s/\<\/body\>//gi; $userview=~s/\//gi; $userview=~s/\<\/html\>//gi; $userview=~s/\//gi; $userview=~s/\<\/head\>//gi; $userview=~s/action\s*\=/would_be_action\=/gi; return $userview; } #------- Processing upperlist and lowerlist according to each problem sub ProcessDisc { my @List = @_; @List = sort (@List); my $Count = $#List+1; my $Prb; my @Dis; my $Slvd=0; my $tmp; my $Sum1=0; my $Sum2=0; my $nIdx=0; my $nStud=0; my %Proc; undef %Proc; while ($nIdx<$Count) { ($Prb,$tmp)=split(/\=/,$List[$nIdx]); @Dis=split(/\+/,$tmp); my $Temp = $Prb; do { $nIdx++; $nStud++; $Sum1 += $Dis[0]; $Sum2 += $Dis[1]; ($Prb,$tmp)=split(/\=/,$List[$nIdx]); @Dis=split(/\+/,$tmp); } while ( $Prb eq $Temp && $nIdx < $Count ); # $Proc{$Temp}=($Sum1/$nStud).':'.$nStud; $Proc{$Temp}=($Sum1/$nStud).':'.($Sum2/$nStud); # $r->print("$nIdx) $Temp --> ($nStud) $Proc{$Temp}
"); $Sum1=0; $Sum2=0; $nStud=0; } return %Proc; } #------- Creating Discimination factor sub Discriminant { my $Count=0; foreach (keys(%DiscFac)){ $Count++; } $UpCnt = int(0.27*$Count); my $low=0; my $up=$Count-$UpCnt; my @UpList=(); my @LowList=(); $Count=0; foreach my $key (sort(keys(%DiscFac))){ $Count++; #$r->print("
$Count) $key = $DiscFac{$key}"); if ($low < $UpCnt || $Count > $up) { $low++; my $str=$DiscFac{$key}; foreach(split(/\:/,$str)){ if ($_) { if ($low<$UpCnt){push(@LowList,$_);} else {push(@UpList,$_);} } } } } %DisUp=&ProcessDisc(@UpList); %DisLow=&ProcessDisc(@LowList); } sub NumericSort { $a <=> $b; } # ------ Create different Student Report sub StudentReport { my ($sname,$sdom)=@_; if ( $sname eq 'All Students' ) { $r->print( '

WARNING: Please select a student

' ); 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 $Str = "\n".''. "\n".''. "\n".''. "\n".''. "\n".''. "\n".''. "\n".''; unless ($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"."". "\n"."". "\n"."". "\n"."". "\n"."". "\n".""; } $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 .= "-"; } } } } $Str .= "\n".'
# Set Title Results Tries
$SetNo $Set $PtrCod $PtrTry
'; $r->print($Str); $r->rflush(); } sub CreateTable { my $ColNo=0; foreach (keys(%Header)){ $ColNo++; } my ($Hd, $Hid)=@_; if ( $Hd == 1 ) { $r->print('
'.$hash{'title_'.$Hid}.''); } my $Result = "\n".''; $Result .= ''."\n"; for ( my $nIdx=0; $nIdx < $ColNo; $nIdx++ ) { $Result .= ''."\n"; } $Result .= "\n".''."\n"; $r->print( $Result ); $r->rflush(); } sub CloseTable { $r->print("\n".'
P#'.''.'
'."\n"); $r->rflush(); } # ------------------------------------------- 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 $OpSel11=''; my $OpSel12=''; my $OpSel13=''; my $Status = $ENV{'form.status'}; if ( $Status eq 'Any' ) { $OpSel13='selected'; } elsif ($Status eq 'Expired' ) { $OpSel12 = 'selected'; } else { $OpSel11 = 'selected'; } my $Ptr = ''; $Ptr .= '
Student Status:   '."\n". ' '."\n"; $Ptr .= '   '; $Ptr .= ''."\n"; $Ptr .= '
Sorting Type:   '."\n". ' '."\n"; $Ptr .= '   '; $Ptr .= ''."\n"; $Ptr .= '   '; $Ptr .= ''."\n"; $Ptr .= '
'.
    '  #Stdnts: Total Number of Students opened the problem.
'. ' Tries : Total Number of Tries for solving the problem.
'. ' Mod : Maximunm Number of Tries for solving the problem.
'. ' Mean : Average Number of the tries. [ Tries / #Stdnts ]
'. ' #YES : Number of students solved the problem correctly.
'. ' #yes : Number of students solved the problem by override.
'. ' %Wrng : Percentage of students tried to solve the problem but'. ' still incorrect. [ 100*((#Stdnts-(#YES+#yes))/#Stdnts) ]
'. # ' DoDiff : Degree of Difficulty of the problem. [ Tries/(#YES+#yes+0.1) ]
'. Kashy formula ' DoDiff : Degree of Difficulty of the problem. [ 1 - ((#YES+#yes) / Tries) ]
'. #Gerd formula ' S.D. : Standard Deviation of the tries.'. '[ sqrt(sum((Xi - Mean)^2)) / (#Stdnts-1)'. ' where Xi denotes every student\'s tries ]
'. ' Skew. : Skewness of the students tries.'. ' [ (sqrt( sum((Xi - Mean)^3) / #Stdnts)) / (S.D.^3) ]
'. ' Dis.F. : Discrimination Factor: A Standard for '. 'evaluating the problem according to a Criterion
'. ' [Applied Criterion in %27 Upper Students - '. 'Applied the same Criterion in %27 Lower Students]
'. ' 1st Criterion for Sorting the Students: '. 'Sum of Partial Credit Awarded / Total Number of Tries
'. ' 2nd Criterion for Sorting the Students: '. 'Total number of Correct Answers / Total Number of Tries'. '
'; $r->print($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(); } else { $r->print("Unable to tie hash to db file"); } } else { if (tie(%CachData,'GDBM_File',$CacheDB,&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(); } else { $r->print("Unable to tie hash to db file"); } } #$r->print('Total instances of the problems : '.($p_count*($#students+1))); untie(%CachData); untie(%GraphDat); } # ------------------------------------- Find the section of student in a course sub usection { my ($udom,$unam,$courseid,$ActiveFlag)=@_; $courseid=~s/\_/\//g; $courseid=~s/^(\w)/\/$1/; foreach (split(/\&/,&Apache::lonnet::reply('dump:'. $udom.':'.$unam.':roles', &Apache::lonnet::homeserver($unam,$udom)))){ 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)); if ( $ActiveFlag ne 'Any' ) { my $now=time; my $notactive=0; if ($start) { if ($now<$start) { $notactive=1; } } if ($end) { if ($now>$end) { $notactive=1; } } if ((($ActiveFlag eq 'Expired') && $notactive == 1) || (($ActiveFlag eq 'Active') && $notactive == 0 ) ) { return $section; } else { return '-1'; } } return $section; } } return '-1'; } # ------ Dump the Student's DB file and handling the data for statistics table sub ExtractStudentData { my ($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 $TotalOpend = 0; my $ProbSolved = 0; my $ProbTot = 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 $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"}; 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 .= $TempHash{$part.'.PrOrd'}.'='.$DisF.'+'.$Yes; $ptr .= ":$TempHash{$part.'.Tries'}". ":$TempHash{$part.'.Wrongs'}". ":$TempHash{$part.'.Code'}"; push (@list, $ptr); $TotalOpend++; $ProbTot++; } } #else { #for(my $n=0; $n<$PartNo; $n++) { # push (@list, "$TempHash{'0'.'.PrOrd'}.':'.$ResId:0:0:U"); # $ProbTot++; #} #} } if ( $TotalTries ) { my $DisFac = ( $TotalTries ) ? ($TotParCr/$TotalTries) : 0; my $DisFactor = sprintf( "%.4f", $DisFac ); $DiscFac{$DisFactor}=$Dis; #my $time; #if ($ProbSolved){ #$time = int(($TimeTot/$ProbSolved)-10000000); #} #$DiscFac{($DisFactor.':'.$sname.':'.$ProbTot.':'.$TotalOpend.':'. # $TotalTries.':'.$ProbSolved.':'.$time)}=$Dis; } } #$r->print($sname.' PrCr= '.$TotParCr.' Slvd= '.$ProbSolved.' Tries='.$TotalTries.'
'); } # ------------------------------------------------------------ Build page table sub tracetable { my ($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('
'.$PartNo.'---'.$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); } } } } sub MySort { if ( $Pos > 0 ) { if ($ENV{'form.order'} eq 'Descending') {$b <=> $a;} else { $a <=> $b; } } else { if ($ENV{'form.order'} eq 'Descending') {$b cmp $a;} else { $a cmp $b; } } } sub Build_Statistics { $r->print(< popwin=open('','popwin','width=400,height=100'); popwin.document.writeln(''+ 'LON-CAPA Statistics'+ '

Computation Progress

'+ '
'+ '
'+ ''); popwin.document.close(); ENDPOP $r->rflush(); # ---------------------------- Gathering the Data of students' tries my $index; for ($index=0;$index<=$#students;$index++) { #----------- update progress $r->print(''); $r->rflush(); &ExtractStudentData($students[$index],$cid); } # -------------------- sorting the Data $r->print(''); @list = sort (@list); &Discriminant(); $OpSel2=''; $OpSel1='selected'; $p_count = 0; my $nIdx = 0; my $dummy; my $p_val; my $ResId; my $NoElements = $#list + 1; #-------------------------------- loop for data representation foreach (sort keys %mapsort) { my ($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 $Temp = $Prob; my $MxTries = 0; my $TotalTries = 0; my $YES = 0; my $Incorrect = 0; my $Override = 0; my $StdNo = 0; my @StdLst; while ( $PrOrd == $lpr[$i] ) { $nIdx++; $StdNo++; $StdLst[ $StdNo ] = $Tries; $TotalTries += $Tries; if ( $MxTries < $Tries ) { $MxTries = $Tries; } if ( $Code eq 'C' ){ $YES++; } elsif( $Code eq 'I' ) { $Incorrect++; } elsif( $Code eq 'O' ) { $Override++; } elsif( $Code eq 'U' ) { $StdNo--; } ($PrOrd,$Prob,$Tries,$Wrongs,$Code)=split(/\:/,$list[$nIdx]); } $p_count++; my $Dummy; ($ResId,$Dummy)=split(/\*/,$Temp); $Temp = ''.$hash{'title_'.$ResId}.$Dummy.''; my $res = &Apache::lonnet::declutter($hash{'src_'.$ResId}); my $urlres=$res; $ResId=~/(\d+)\.(\d+)/; my $Map = &Apache::lonnet::declutter( $hash{'map_id_'.$1} ); $urlres=$Map; $res = ''.$res.''; #$Map = ''.$res.''; #------------------------ Compute the Average of Tries about one problem my $Average = ($StdNo) ? $TotalTries/$StdNo : 0; $storestats{$ENV{'request.course.id'}.'___'.$urlres.'___timestamp'}=time; $storestats{$ENV{'request.course.id'}.'___'.$urlres.'___stdno'}=$StdNo; $storestats{$ENV{'request.course.id'}.'___'.$urlres.'___avetries'}=$Average; #-------------------------------- Compute percentage of Wrong tries my $Wrong = ( $StdNo ) ? 100 * ( $Incorrect / $StdNo ) : 0; #-------------------------------- Compute Standard Deviation my $StdDev = 0; if ( $StdNo > 1 ) { for ( my $n = 0; $n < $StdNo; $n++ ) { my $Dif = $StdLst[ $n ]-$Average; $StdDev += $Dif*$Dif; } $StdDev /= ( $StdNo - 1 ); $StdDev = sqrt( $StdDev ); } #-------------------------------- Compute Degree of Difficulty my $DoDiff = 0; if( $TotalTries > 0 ) { $DoDiff = 1 - ( ( $YES + $Override ) / $TotalTries ); # $DoDiff = ($TotalTries)/($YES + $Override+ 0.1); } $storestats{$ENV{'request.course.id'}.'___'.$urlres.'___difficulty'}=$DoDiff; #-------------------------------- Compute the Skewness my $Skewness = 0; my $Sum = 0; if ( $StdNo > 0 && $StdDev > 0 ) { for ( my $n = 0; $n < $StdNo; $n++ ) { my $Dif = $StdLst[ $n ]-$Average; $Skewness += $Dif*$Dif*$Dif; } $Skewness /= $StdNo; $Skewness /= $StdDev*$StdDev*$StdDev; } #--------------------- Compute the Discrimination Factors my ($Up1,$Up2)=split(/\:/,$DisUp{$lpr[$i]}); my ($Lw1,$Lw2)=split(/\:/,$DisLow{$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.':'.$_D1.':'.$_D2.':'.$Prob; $CachData{($p_count-1)}=$join; $urlres=~/^(\w+)\/(\w+)/; if ($StdNo) { &Apache::lonnet::put('resevaldata',\%storestats,$1,$2); } #-------------------------------- Row of statistical table if ( $DiscFlag == 0 ) { &TableRow($join,$i,($p_count-1)); } } &CloseTable(); } #--------------------- close Progress Line $r->print(''); $r->rflush(); } sub Cache_Statistics { my @list = (); my $Useful; my $UnUseful; my %myHeader = reverse( %Header ); $Pos = $myHeader{$ENV{'form.sort'}}; if ($Pos > 0) {$Pos++;} $p_count = 0; foreach my $key( keys %CachData) { my @Temp=split(/\:/,$CachData{$key}); if ( $Pos == 0 ) { ($UnUseful,$Useful)=split(/\>/,$Temp[$Pos]); } else { $Useful = $Temp[$Pos]; } $list[$p_count]=$Useful.'&'.$CachData{$key}; $p_count++; } @list = sort MySort (@list); my $nIdx=0; if ( $Pos == 0 ) { foreach (sort keys %mapsort) { my ($Hid,$pr)=split(/\:/,$mapsort{$_}); &CreateTable(1,$Hid); my @lpr=split(/\&/,$pr); for (my $i=1; $i<=$#lpr; $i++) { my($Pre, $Post) = split(/\&/,$list[$nIdx]); &TableRow($Post,$i,$nIdx); $nIdx++; } &CloseTable(); } } else { &CreateTable(0); for ( my $nIdx = 0; $nIdx < $p_count; $nIdx++ ) { my($Pre, $Post) = split(/\&/,$list[$nIdx]); &TableRow($Post,$nIdx,$nIdx); } &CloseTable(); } } sub TableRow { my ($Str,$Idx,$RealIdx)=@_; my($PrOrd,$Temp,$StdNo,$TotalTries,$MxTries,$Avg,$YES, $Override,$Wrng,$DoD,$SD,$Sk,$_D1,$_D2,$Prob)=split(/\:/,$Str); $r->print( "\n".''. "\n".''.($RealIdx+1).''. "\n".''.$Temp.''. "\n".' '.$StdNo.''. "\n".''.$TotalTries.''. "\n".''.$MxTries.''. "\n".''.$Avg.''. "\n".' '.$YES.''. "\n".' '.$Override.''. "\n".' '.$Wrng.''. "\n".''.$DoD.''. "\n".' '.$SD.''. "\n".' '.$Sk.''. "\n".' '.$_D1.''. "\n".' '.$_D2.''. "\n".'' ); $GraphDat{$RealIdx}=$DoD.':'.$Wrng; } # ------------------------------------------- Prepare data for Graphical chart sub GetGraphData { my $Tag = shift; my $Col; my $data=''; my $count = 0; my $Max = 0; my $cid=$ENV{'request.course.id'}; my $GraphDB = "/home/httpd/perl/tmp/$ENV{'user.name'}". "_$ENV{'user.domain'}_$cid\_graph.db"; foreach (keys %GraphDat) {delete $GraphDat{$_};} if (-e "$GraphDB") { if (tie(%GraphDat,'GDBM_File',"$GraphDB",&GDBM_READER,0640)) { if ( $Tag eq 'DoDiff Graph' ) { $Tag = 'Degree-of-Difficulty'; $Col = 0; } else { $Tag = 'Wrong-Percentage'; $Col = 1; } foreach (sort NumericSort keys %GraphDat) { my @Temp=split(/\:/,$GraphDat{$_}); my $inf = $Temp[$Col]; if ( $Max < $inf ) {$Max = $inf;} $data .= $inf.','; $count++; } untie(%GraphDat); my $Course = $ENV{'course.'.$cid.'.description'}; $Course =~ s/\ /"_"/eg; $GData=$Course.'&'.$Tag.'&'.$Max.'&'.$count.'&'.$data; } else { $r->print("Unable to tie hash to db file"); } } } 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; } 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; my $now=time; unless ($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 $active=1; my $Status=$ENV{'form.status'}; $Status = ($Status) ? $Status : 'Active'; if ( ( ($end) && $now > $end ) && ( ($Status eq 'Active') ) ) { $active=0; } if ( ($Status eq 'Expired') && ($end == 0 || $now < $end) ) { $active=0; } if ($active) { my $thisindex=$#students+1; $name=&Apache::lonnet::unescape($name); $students[$thisindex]=$name; my ($sname,$sdom)=split(/\:/,$name); #my %reply=&Apache::lonnet::idrget($sdom,$sname); #my $reply=&Apache::lonnet::reply('get:'.$sdom.':'.$sname. # ':environment:lastname&generation&firstname&middlename', # &Apache::lonnet::homeserver($sname,$sdom)); my $ssec=&usection($sdom,$sname,$cid,$Status); if ($ssec==-1) {next;} $ssec=($ssec) ? $ssec : '(none)'; #$ssec=(int($ssec)) ? int($ssec) : $ssec; $section{$ssec}=$ssec; if ($CurSec eq 'All Sections' || $ssec eq $CurSec) { $students[$StudNo]=$name; $StuBox{$sname}=$sdom; } $StudNo++; } } } else { $r->print('

Could not access course data

'); } $r->print("Total number of students : ".($#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) { # $r->print('
'.$c.')'.$_.' ... '.$mapsort{$_}); # $c++; # } } # ------------------------------------------------------------- End render page else { $r->print('

Undefined course sequence

'); } &MapSecOptions(); } sub Menu { my $InpStr = $ENV{'form.sort'}; if ( $InpStr eq 'DoDiff Graph' || $InpStr eq '%Wrong Graph' ) { &GetGraphData($InpStr); $r->print(''); } else { $r->print('LON-CAPA Statistics'); $r->print(''. ''. ''); # ---------------------------------------------------------------- Course title $r->print('

Course : "'. $ENV{'course.'.$ENV{'request.course.id'}. '.description'}.'"

'.localtime().'

'); # ------------------------------- This is going to take a while, produce output $r->rflush(); $r->print("\n".'
'); my $content = $ENV{'form.sort'}; if ($content eq '' || $content eq 'Return to Menu') { my $Ptr = '

'; $Ptr .= ''; $Ptr .= '

'; $Ptr .= ''; $Ptr .= '

'; $r->print( $Ptr ); } else { &initial(); &ClassList(); if ( $content eq 'Student Assessment' || $content eq 'Create Student Report' ) { &StudentOptions(); &StudentReport($CurStu,$StuBox{"$CurStu"}); } else { &PreStatTable(); } } $r->print("\n".'
'. "\n".''. "\n".''); $r->rflush(); } } sub StudentOptions { my $OpSel5=''; $CurStu = $ENV{'form.student'}; if ( $CurStu eq '' ) { $CurStu = 'All Students'; $OpSel5 = 'selected'; } my $Ptr =''; # ----------------------------------- Loading the Students Combobox $Ptr .= '
Select Student'."\n". ''; $Ptr .= '
'; $r->print( $Ptr ); $r->rflush(); } sub GetStatus { $OpSel1=''; $OpSel2=''; $OpSel3=''; $OpSel4=''; if ( $ENV{'form.order'} eq 'Descending' ) { $OpSel2='selected'; } else { $OpSel1 = 'selected'; } my %myHeader = reverse( %Header ); $Pos = $myHeader{$ENV{'form.sort'}}; if ($Pos == 0) { $OpSel1 = 'selected'; $ENV{'form.order'}='Ascendig'; } $CurMap = $ENV{'form.maps'}; if ( $CurMap eq '' ) { $CurMap = 'All Maps'; $OpSel3 = 'selected'; } $CurSec = $ENV{'form.section'}; if ( $CurSec eq '' ) { $CurSec = 'All Sections'; $OpSel4 = 'selected'; } } sub MapSecOptions { # ----------------------------------- Loading the Maps Combobox my $Ptr = '
'; $Ptr .= '
'; $Ptr .= '
Select   Map     '."\n". ''; $Ptr .= '   '; # ----------------------------------- Loading the Sections Combobox $Ptr .= '
Select Section'."\n". ''."\n"; $r->print( $Ptr ); $r->rflush(); } # ================================================================ Main Handler sub handler { $r=shift; if (&Apache::lonnet::allowed('vgr',$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 undef %hash; 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('Coursemap undefined.'); } # ------------------------------------------------------------------ Untie hash unless (untie(%hash)) { &Apache::lonnet::logthis("WARNING: ". "Could not untie coursemap $fn (browse)."); } # -------------------------------------------------------------------- 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; } } else { $ENV{'user.error.msg'}= $r->uri.":vgr:0:0:Cannot view grades for complete course"; return HTTP_NOT_ACCEPTABLE; } } 1; __END__