". + $ENV{'course.'.$ENV{'request.course.id'}.'.description'}. + "
\n"); + $r->print("".localtime(time)."
"); + $r->rflush(); + if ($show eq 'grouped') { + &output_html_grouped_by_sequence($r); + } elsif ($show eq 'ungrouped') { + &output_html_ungrouped($r); + } + } elsif ($output_mode eq 'excel') { + $r->print("Preparing Excel Spreadsheet
"); + &output_excel($r); + } else { + $r->print("Not implemented
"); + } + return; } +############################################### +############################################### + +=pod + +=item &output_html_grouped_by_sequence() + +Presents the statistics data as an html table organized by the order +the assessments appear in the course. - -# ------ Dump the Student's DB file and handling the data for statistics table -sub ExtractStudentData { - my ($cache,$name,$list,$Discuss,$r)=@_; - my %discriminantFactor; - - my $totalTries = 0; - my $totalAwarded = 0; - my $tempProblemOrder=0; - my $spent=0; - my $spent_yes=0; - my $TotDiscuss=0; - my $TotalOpend = 0; - my $ProbSolved = 0; - my $ProbTot = 0; - my $TotFirst = 0; - my $TimeTot = 0; - my $Discussed=0; - -$Apache::lonxml::debug=1; -#&Apache::lonhomework::showhash(%$cache); -$Apache::lonxml::debug=0; - - foreach my $sequence (split(':', $cache->{'orderedSequences'})) { -# if($cache->{'ProblemStatisticsMap'} ne 'All Maps' && -# $cache->{'ProblemStatisticsMap'} ne $cache->{$sequence.':title'}) { -# $r->print("$name --- $sequence"); -# $r->print("
".$cache->{$sequence.':title'}); -# next; -# } - - my $Dis = ''; - foreach my $problemID (split(':', $cache->{$sequence.':problems'})) { - my $problem = $cache->{$problemID.':problem'}; - $r->print("
$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'}='-'; +=cut + +############################################### +############################################### +sub output_html_grouped_by_sequence { + my ($r) = @_; + my $problem_num = 0; + #$r->print(&ProblemStatisticsLegend()); + foreach my $sequence (&Apache::lonstatistics::Sequences_with_Assess()) { + next if ($sequence->{'num_assess'}<1); + $r->print("
".$sequence->{'title'}."
"); + $r->print('| '."\n");
+ $r->print(' |
".$cache->{$sequence.':title'}); - - my $Yes = 0; - if($partData{$_.':code'} eq 'C' || - $partData{$_.':code'} eq 'O') { - $Yes=1; + if ($a->{$sortby} eq 'nan') { + if ($b->{$sortby} ne 'nan') { + $retvalue = 1; + } } - my $ptr = $tempProblemOrder.'&'.$problemID; - - if($_ > 1) { - $ptr .= "*(part $_)"; - $Dis .= '&'; + if ($retvalue eq '0') { + $retvalue = $b->{$sortby} <=> $a->{$sortby} || + lc($a->{'title'}) <=> lc($b->{'title'}) || + lc($a->{'part'}) <=> lc($b->{'part'}); } + $retvalue; + } @Statsarray; + } + } + $option .= 'no part' if (! $show_part); + my $num_output = 0; + # + # output the headers + $r->print('
| '."\n");
+ $r->print(' |
| '."\n");
+ $r->print(' |
'.$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"); - $r->print('
'.$name.'---'.$ptr); - -#### if ($DoDiff>0.85) { +=pod - $TimeTot += $time; +=item &output_excel() - if ($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; -# $r->print('
'.$name.'---'.$problem.'---'.$spe); -# } - $TotalOpend++; - $ProbTot++; +Presents the statistical data in an Excel 95 compatable spreadsheet file. + +=cut - $tempProblemOrder++; +############################################### +############################################### +sub output_excel { + my ($r) = @_; + my $filename = '/prtspool/'. + $ENV{'user.name'}.'_'.$ENV{'user.domain'}.'_'. + time.'_'.rand(1000000000).'.xls'; + # + my $excel_workbook = undef; + my $excel_sheet = undef; + # + my $rows_output = 0; + my $cols_output = 0; + # + # Create sheet + $excel_workbook = Spreadsheet::WriteExcel->new('/home/httpd'.$filename); + # + # Check for errors + if (! defined($excel_workbook)) { + $r->log_error("Error creating excel spreadsheet $filename: $!"); + $r->print("Problems creating new Excel file. ". + "This error has been logged. ". + "Please alert your LON-CAPA administrator"); + return ; + } + # + # The excel spreadsheet stores temporary data in files, then put them + # together. If needed we should be able to disable this (memory only). + # The temporary directory must be specified before calling 'addworksheet'. + # File::Temp is used to determine the temporary directory. + $excel_workbook->set_tempdir($Apache::lonnet::tmpdir); + # + # Add a worksheet + my $sheetname = $ENV{'course.'.$ENV{'request.course.id'}.'.description'}; + if (length($sheetname) > 31) { + $sheetname = substr($sheetname,0,31); + } + $excel_sheet = $excel_workbook->addworksheet($sheetname); + # + # Put the course description in the header + $excel_sheet->write($rows_output,$cols_output++, + $ENV{'course.'.$ENV{'request.course.id'}.'.description'}); + $cols_output += 3; + # + # Put a description of the sections listed + my $sectionstring = ''; + my @Sections = @Apache::lonstatistics::SelectedSections; + if (scalar(@Sections) > 1) { + if (scalar(@Sections) > 2) { + my $last = pop(@Sections); + $sectionstring = "Sections ".join(', ',@Sections).', and '.$last; + } else { + $sectionstring = "Sections ".join(' and ',@Sections); + } + } else { + if ($Sections[0] eq 'all') { + $sectionstring = "All sections"; + } else { + $sectionstring = "Section ".$Sections[0]; + } + } + $excel_sheet->write($rows_output,$cols_output++,$sectionstring); + $cols_output += scalar(@Sections); + # + # Put the date in there too + $excel_sheet->write($rows_output,$cols_output++, + 'Compiled on '.localtime(time)); + # + $rows_output++; + $cols_output=0; + # + # Add the headers + foreach my $field (@Fields) { + next if ($field->{'name'} eq 'problem_num'); + $excel_sheet->write($rows_output,$cols_output++,$field->{'title'}); + } + $rows_output++; + # + # Write the data + my $problem_num=0; + foreach my $sequence (&Apache::lonstatistics::Sequences_with_Assess()) { + next if ($sequence->{'num_assess'}<1); + foreach my $resource (@{$sequence->{'contents'}}) { + next if ($resource->{'type'} ne 'assessment'); + foreach my $part (@{$resource->{'parts'}}) { + $cols_output=0; + $problem_num++; + my $data = &get_statistics($sequence,$resource,$part, + $problem_num); + # + if (!defined($part) || $part eq '') { + $part = ' '; + } + foreach my $field (@Fields) { + next if ($field->{'name'} eq 'problem_num'); + $excel_sheet->write($rows_output,$cols_output++, + $data->{$field->{'name'}}); + } + $rows_output++; } } - my $pstr; - if($totalTries) { - my $DisFac = ($totalAwarded/$totalTries); - my $DisFactor = sprintf( "%.4f", $DisFac ); - my $TS = sprintf( "%.2f", $spent ); - my $TS_yes = sprintf( "%.2f", $spent_yes ); - # $DiscFac{$DisFactor}=$Dis; - $pstr=$DisFactor.':'.$name.':'.$ProbTot.':'.$TotalOpend.':'. - $totalTries.':'.$ProbSolved.':'.$TotFirst.':'. - $TS_yes.':'.$TS.':'.$TotDiscuss; - $discriminantFactor{$pstr}=$Dis; - } } - - return (\%discriminantFactor); + # + # Write the excel file + $excel_workbook->close(); + # Tell the user where to get their excel file + $r->print('
'. + 'Your Excel spreadsheet.'."\n"); + $r->rflush(); + return; } +############################################### +############################################### + +=pod + +=item &statistics_html_table_data() + +Help function used to format the rows for HTML table output. -=pod -sub MySort { - if ( $Pos > 0 ) { - if ($ENV{'form.order'} eq 'Descending') {$b <=> $a;} - else { $a <=> $b; } - } - else { - if ($ENV{'form.order'} eq 'Descending') {$b cmp $a;} - else { $a cmp $b; } - } -} =cut +############################################### +############################################### +sub statistics_html_table_data { + my ($data,$options) = @_; + my $row = ''; + foreach my $field (@Fields) { + next if ($options =~ /no $field->{'name'}/); + $row .= '
$problem"); - - } - } +sub statistics_table_header { + my ($options) = @_; + my $header_row; + foreach my $field (@Fields) { + next if ($options =~ /no $field->{'name'}/); + $header_row .= '
'.$out.'&'.$DoD); -# print (OUT $out.'@'.$DoD.'&'); -#6666666 - - $urlres=~/^(\w+)\/(\w+)/; - if ($StdNo) { - &Apache::lonnet::put('resevaldata',\%storestats,$1,$2); - } -#-------------------------------- Row of statistical table - &TableRow($cache,$join,$i,($p_count-1),$r,\%color,\%GraphDat); - } - &CloseTable($cache,$r); - } - &Close_PrgWin(); -#666666 -# close( OUT ); -#666666 -} -=cut +=pod -=pod -sub Cache_Statistics { - my ($cache,$color)=@_; - my @list = (); - my $Useful; - my $UnUseful; -# $r->print(''."\n"); - my %myHeader = reverse( %Header ); - $Pos = $myHeader{$ENV{'form.sort'}}; - if ($Pos > 0) {$Pos++;} - my $p_count = 0; - foreach my $key( keys %CachData) { - my @Temp=split(/\&/,$CachData{$key}); - if ( $Pos == 0 ) { - ($UnUseful,$Useful)=split(/\>/,$Temp[$Pos]); - } - else { - $Useful = $Temp[$Pos]; - } - $list[$p_count]=$Useful.'@'.$CachData{$key}; - $p_count++; - } - - @list = sort MySort (@list); - - my $nIndex=0; - - if ( $Pos == 0 ) { - foreach (sort keys %mapsort) { - my ($Hid,$pr)=split(/\:/,$mapsort{$_}); - &CreateProblemStatisticsTableHeading($cache,1,$Hid); - my @lpr=split(/\&/,$pr); - for (my $i=1; $i<=$#lpr; $i++) { - my($Pre, $Post) = split(/\@/,$list[$nIndex]); - #$r->print('
'.$Pre.'---'.$Post); - &TableRow($cache,$Post,$i,$nIndex,\%color,\%GraphDat); - $nIndex++; - } - &CloseTable($cache); - } - } - else { - &CreateProblemStatisticsTableHeading($cache,0); - for ( my $nIndex = 0; $nIndex < $p_count; $nIndex++ ) { - my($Pre, $Post) = split(/\@/,$list[$nIndex]); - &TableRow($cache,$Post,$nIndex,$nIndex,\%color,\%GraphDat); - } - &CloseTable($cache); - } -} -=cut - -sub TableRow { - my ($cache,$Str,$Idx,$RealIdx,$r,$color,$GraphDat)=@_; - my($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 $Ptr = "\n".'
'. - "\n".'"'.($RealIdx+1).'",'. - "\n".'"'.$cache->{'title_'.$ResId}.$Dummy.'",'. - "\n".'"'.$cache->{'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 $Ptr = "\n".'
".&DrawGraph(\@Data,$title,'Problem Number',$yaxis, + $Max)."
\n"); + # + # Print out the data + $ENV{'form.sortby'} = 'Contents'; +# &output_html_ungrouped($r); + return; } -sub AscendOrderOptions { - my ($order)=@_; +############################################### +############################################### - my $OpSel1 = ''; - my $OpSel2 = ''; +=pod - if($order eq 'Ascending') { - $OpSel1 = ' selected'; - } else { - $OpSel2 = ' selected'; - } +=item &DrawGraph() - my $Ptr = ''; - $Ptr .= ').')
';
+}
+
+sub get_statistics {
+ my ($sequence,$resource,$part,$problem_num) = @_;
+ #
+ my $symb = $resource->{'symb'};
+ my $courseid = $ENV{'request.course.id'};
+ #
+ my $students = \@Apache::lonstatistics::Students;
+ if ($Apache::lonstatistics::SelectedSections[0] eq 'all') {
+ $students = undef;
+ }
+ my $data = &Apache::loncoursedata::get_problem_statistics
+ ($students,$symb,$part,$courseid);
+ $data->{'part'} = $part;
+ $data->{'problem_num'} = $problem_num;
+ $data->{'container'} = $sequence->{'title'};
+ $data->{'title'} = $resource->{'title'};
+ $data->{'title.link'} = $resource->{'src'};
+ #
+ return $data;
}
-sub ProblemStatisticsButtons {
- my ($displayFormat)=@_;
+###############################################
+###############################################
- my $Ptr = '"); - $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,$_); } - } - } - } - } - my %DisUp = &ProcessDiscriminant(\@UpList); - my %DisLow = &ProcessDiscriminant(\@LowList); - - return (\%DisUp, \%DisLow); -} - - - #---- END Problem Statistics Web Page ---------------------------------------- -#---- Problem Statistics Graph Web Page -------------------------------------- - -# ------------------------------------------- Prepare data for Graphical chart - -sub BuildDiffGraph { - my ($r)=@_; - - my $graphData = &GetGraphData('DiffGraph', $r); - return '
';
-}
-
-sub BuildWrongGraph {
- my ($r)=@_;
-
- my $graphData = &GetGraphData('WrongGraph', $r);
- return '';
-}
-
-
-sub GetGraphData {
- my ($ylab,$r,%GraphDat)=@_;
- my $Col;
- my $data='';
- my $count = 0;
- my $Max = 0;
- my $cid=$ENV{'request.course.id'};
- my $GraphDB = "/home/httpd/perl/tmp/$ENV{'user.name'}".
- "_$ENV{'user.domain'}_$cid\_graph.db";
- foreach (keys %GraphDat) {delete $GraphDat{$_};}
- if (-e "$GraphDB") {
- if (tie(%GraphDat,'GDBM_File',"$GraphDB",&GDBM_READER,0640)) {
- if ( $ylab eq 'DoDiff Graph' ) {
- $ylab = 'Degree-of-Difficulty';
- $Col = 0;
- }
- else {
- $ylab = 'Wrong-Percentage';
- $Col = 1;
- }
- foreach (sort NumericSort keys %GraphDat) {
- my @Temp=split(/\:/,$GraphDat{$_});
- my $inf = $Temp[$Col];
- if ( $Max < $inf ) {$Max = $inf;}
- $data .= $inf.',';
- $count++;
- }
- if ( $Max > 1 ) {
- $Max += (10 - $Max % 10);
- $Max = int($Max);
- }
- else { $Max = 1; }
- untie(%GraphDat);
- my $Course = $ENV{'course.'.$cid.'.description'};
- $Course =~ s/\ /"_"/eg;
- my $GData=$Course.'&'.'Problems'.'&'.$ylab.'&'.
- $Max.'&'.$count.'&'.$data;
- }
- else {
- $r->print("Unable to tie hash to db file");
- }
- }
-}
-
-
1;
__END__