--- loncom/interface/statistics/lonproblemstatistics.pm 2002/08/15 13:54:13 1.29
+++ loncom/interface/statistics/lonproblemstatistics.pm 2003/04/01 17:00:24 1.49
@@ -1,7 +1,6 @@
# The LearningOnline Network with CAPA
-# (Publication Handler
#
-# $Id: lonproblemstatistics.pm,v 1.29 2002/08/15 13:54:13 stredwic Exp $
+# $Id: lonproblemstatistics.pm,v 1.49 2003/04/01 17:00:24 matthew Exp $
#
# Copyright Michigan State University Board of Trustees
#
@@ -26,445 +25,884 @@
# http://www.lon-capa.org/
#
# (Navigate problems for statistical reports
-# YEAR=2001
-# 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
-# 1/22,2/1,2/6,2/25,3/2,3/6,3/17,3/21,3/22,3/26,4/7,5/6 Behrouz Minaei
-# 5/12,5/14,5/15,5/19,5/26,7/16,7/25,7/29,8/5 Behrouz Minaei
#
-###
+###############################################
+###############################################
-package Apache::lonproblemstatistics;
+=pod
+
+=head1 NAME
+
+lonproblemstatistics
+
+=head1 SYNOPSIS
+
+Routines to present problem statistics to instructors via tables,
+Excel files, and plots.
+
+=over 4
+
+=cut
+
+###############################################
+###############################################
+
+package Apache::lonproblemstatistics;
use strict;
use Apache::lonnet();
use Apache::lonhtmlcommon;
use Apache::loncoursedata;
-use GDBM_File;
+use Apache::lonstatistics;
+use Spreadsheet::WriteExcel;
-my $jr;
+my @Fields = (
+ { name => 'problem_num',
+ title => 'P#',
+ align => 'right',
+ color => '#FFFFE6' },
+ { name => 'container',
+ title => 'Container',
+ align => 'left',
+ color => '#FFFFE6',
+ sortable => 'yes' },
+ { name => 'title',
+ title => 'Title',
+ align => 'left',
+ color => '#FFFFE6',
+ special => 'link',
+ sortable => 'yes', },
+ { name => 'part',
+ title => 'Part',
+ align => 'left',
+ color => '#FFFFE6' },
+ { name => 'num_students',
+ title => '#Stdnts',
+ align => 'right',
+ color => '#EEFFCC',
+ format => '%d',
+ sortable => 'yes',
+ graphable => 'yes',
+ long_title => 'Number of Students Attempting Problem' },
+ { name => 'tries',
+ title => 'Tries',
+ align => 'right',
+ color => '#EEFFCC',
+ format => '%d',
+ sortable => 'yes',
+ graphable => 'yes',
+ long_title => 'Total Number of Tries' },
+ { name => 'max_tries',
+ title => 'Max Tries',
+ align => 'right',
+ color => '#DDFFFF',
+ format => '%d',
+ sortable => 'yes',
+ graphable => 'yes',
+ long_title => 'Maximum Number of Tries' },
+ { name => 'mean_tries',
+ title => 'Mean Tries',
+ align => 'right',
+ color => '#DDFFFF',
+ format => '%5.2f',
+ sortable => 'yes',
+ graphable => 'yes',
+ long_title => 'Average Number of Tries' },
+ { name => 'std_tries',
+ title => 'S.D. tries',
+ align => 'right',
+ color => '#DDFFFF',
+ format => '%5.2f',
+ sortable => 'yes',
+ graphable => 'yes',
+ long_title => 'Standard Deviation of Number of Tries' },
+ { name => 'skew_tries',
+ title => 'Skew Tries',
+ align => 'right',
+ color => '#DDFFFF',
+ format => '%5.2f',
+ sortable => 'yes',
+ graphable => 'yes',
+ long_title => 'Skew of Number of Tries' },
+ { name => 'deg_of_diff',
+ title => 'DoDiff',
+ align => 'right',
+ color => '#DDFFFF',
+ format => '%5.2f',
+ sortable => 'yes',
+ graphable => 'yes',
+ long_title => 'Degree of Difficulty' },
+ { name => 'num_solved',
+ title => '#YES',
+ align => 'right',
+ color => '#FFDDDD',
+ format => '%d',
+ sortable => 'yes',
+ graphable => 'yes',
+ long_title => 'Number of Students able to Solve' },
+ { name => 'num_override',
+ title => '#yes',
+ align => 'right',
+ color => '#FFDDDD',
+ format => '%d',
+ sortable => 'yes',
+ graphable => 'yes',
+ long_title => 'Number of Students given Override' },
+ { name => 'per_wrong',
+ title => '%Wrng',
+ align => 'right',
+ color => '#FFFFE6',
+ format => '%4.1f',
+ sortable => 'yes',
+ graphable => 'yes',
+ long_title => 'Percent Wrong' },
+);
+
+###############################################
+###############################################
+
+=pod
+
+=item &CreateInterface()
+
+Create the main intereface for the statistics page. Allows the user to
+select sections, maps, and output.
+
+=cut
+
+###############################################
+###############################################
+sub CreateInterface {
+ my $Str = '';
+ $Str .= '
'."\n";
+ $Str .= '';
+ $Str .= 'Sections ';
+ $Str .= 'Sequences and Folders ';
+ $Str .= 'Output ';
+ $Str .= ' '."\n";
+ #
+ $Str .= ''."\n";
+ $Str .= &Apache::lonstatistics::SectionSelect('Section','multiple',5);
+ $Str .= ' ';
+ #
+ my $only_seq_with_assessments = sub {
+ my $s=shift;
+ if ($s->{'num_assess'} < 1) {
+ return 0;
+ } else {
+ return 1;
+ }
+ };
+ $Str .= &Apache::lonstatistics::MapSelect('Maps','multiple,all',5,
+ $only_seq_with_assessments);
+ $Str .= ' '."\n";
+ $Str .= &CreateAndParseOutputSelector();
+ $Str .= ' '."\n";
+ $Str .= '
'."\n";
+ return $Str;
+}
-sub InitializeProblemStatistics {
- my ($cacheDB, $students, $courseID, $c, $r)=@_;
- my %cache;
-
- $jr = $r;
-
- unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) {
- $r->print('Unable to tie database1.');
- return ('ERROR', undef);
- }
-
- # Remove students who don't have the proper section.
- my @sectionsSelected = split(':',$cache{'sectionsSelected'});
- for(my $studentIndex=((scalar @$students)-1); $studentIndex>=0;
- $studentIndex--) {
- my $value = $cache{$students->[$studentIndex].':section'};
- my $found = 0;
- foreach (@sectionsSelected) {
- if($_ eq 'none') {
- if($value eq '' || !defined($value) || $value eq ' ') {
- $found = 1;
- last;
- }
- } else {
- if($value eq $_) {
- $found = 1;
- last;
- }
- }
- }
- if($found == 0) {
- splice(@$students, $studentIndex, 1);
- }
- }
+#######################################################
+#######################################################
+
+=pod
- my $isNotCached = 0;
- my $lastStatus = (defined($cache{'StatisticsLastStatus'})) ?
- $cache{'StatisticsLastStatus'} : 'Nothing';
- my $whichStudents = join(':::',sort(@$students));
- if(!defined($cache{'StatisticsCached'}) ||
- $lastStatus ne $cache{'Status'} ||
- $whichStudents ne $cache{'StatisticsWhichStudents'}) {
- $isNotCached = 1;
+=item &CreateAndParseOutputSelector()
+
+Construct a selection list of options for output and parse output selections.
+The current output selected is indicated by the values of the two package
+variables $output_mode and $show. @OutputOptions holds the descriptions of
+the output options and the values for $output_mode and $show.
+
+Based on code from lonstudentassessment.pm.
+
+=cut
+
+#######################################################
+#######################################################
+my $output_mode;
+my $show;
+
+my @OutputOptions =
+ (
+ { name => 'problem statistics grouped by sequence',
+ value => 'HTML problem statistics grouped',
+ description => 'Output statistics for the problem parts.',
+ mode => 'html',
+ show => 'grouped',
+ },
+ { name => 'problem statistics ungrouped',
+ value => 'HTML problem statistics ungrouped',
+ description => 'Output statistics for the problem parts.',
+ mode => 'html',
+ show => 'ungrouped',
+ },
+ { name => 'problem statistics, Excel',
+ value => 'Excel problem statistics',
+ description => 'Output statistics for the problem parts '.
+ 'in an Excel workbook',
+ mode => 'excel',
+ show => 'all',
+ },
+ );
+
+sub OutputDescriptions {
+ my $Str = '';
+ $Str .= "Output Modes \n";
+ $Str .= "\n";
+ foreach my $outputmode (@OutputOptions) {
+ $Str .=" ".$outputmode->{'name'}." \n";
+ $Str .=" ".$outputmode->{'description'}." \n";
}
+ $Str .= " \n";
+ return $Str;
+}
- untie(%cache);
- unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_WRCREAT(),0640)) {
- $r->print('Unable to tie database.2');
- return ('ERROR', undef);
+sub CreateAndParseOutputSelector {
+ my $Str = '';
+ my $elementname = 'statsoutputmode';
+ #
+ # Format for output options is 'mode, restrictions';
+ my $selected = 'HTML problem statistics grouped';
+ if (exists($ENV{'form.'.$elementname})) {
+ if (ref($ENV{'form.'.$elementname} eq 'ARRAY')) {
+ $selected = $ENV{'form.'.$elementname}->[0];
+ } else {
+ $selected = $ENV{'form.'.$elementname};
+ }
}
- if($isNotCached && defined($cache{'StatisticsCached'})) {
- my @statkeys = split(':::', $cache{'StatisticsKeys'});
- delete $cache{'StatisticsKeys'};
- delete $cache{'StatisticsCached'};
- foreach(@statkeys) {
- delete $cache{$_};
+ #
+ # Set package variables describing output mode
+ $output_mode = 'html';
+ $show = 'all';
+ foreach my $option (@OutputOptions) {
+ next if ($option->{'value'} ne $selected);
+ $output_mode = $option->{'mode'};
+ $show = $option->{'show'};
+ }
+ #
+ # Build the form element
+ $Str = qq//;
+ foreach my $option (@OutputOptions) {
+ if (exists($option->{'special'}) &&
+ $option->{'special'} =~ /do not show/) {
+ next;
}
+ $Str .= "\n".' {'value'} eq $selected);
+ $Str .= ">".$option->{'name'}."<\/option>";
}
+ $Str .= "\n ";
+ return $Str;
+}
- untie(%cache);
- if($isNotCached) {
- &Apache::loncoursedata::DownloadStudentCourseDataSeparate($students,
- 'true',
- $cacheDB,
- 'true',
- 'true',
- $courseID,
- $r, $c);
- }
- if($c->aborted()) { return ('ERROR', undef); }
+###############################################
+###############################################
- unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) {
- $r->print('Unable to tie database.3');
- return ('ERROR', undef);
- }
- my $problemData;
- if($isNotCached) {
- ($problemData) = &ExtractStudentData(\%cache, $students);
- &CalculateStatistics($problemData, \%cache, $courseID);
- }
- untie(%cache);
+=pod
- unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_WRCREAT(),0640)) {
- $r->print('Unable to tie database.4');
- return ('ERROR', undef);
- }
- if($isNotCached) {
- foreach(keys(%$problemData)) {
- $cache{$_} = $problemData->{$_};
- }
- $cache{'StatisticsKeys'} = join(':::', keys(%$problemData));
- $cache{'StatisticsCached'} = 'true';
- $cache{'StatisticsLastStatus'} = $cache{'Status'};
- $cache{'StatisticsWhichStudents'} = $whichStudents;
- }
- untie(%cache);
+=item &Gather_Student_Data()
- unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) {
- $r->print('Unable to tie database.5');
- return ('ERROR', undef);
+Ensures all student data is up to date.
+
+=cut
+
+###############################################
+###############################################
+sub Gather_Student_Data {
+ my ($r) = @_;
+ my $c = $r->connection();
+ #
+ my @Sequences = &Apache::lonstatistics::Sequences_with_Assess();
+ #
+ my @Students = @Apache::lonstatistics::Students;
+ #
+ # Open the progress window
+ my %prog_state=&Apache::lonhtmlcommon::Create_PrgWin
+ ($r,'Statistics Compilation Status',
+ 'Statistics Compilation Progress', scalar(@Students));
+ #
+ while (my $student = shift @Students) {
+ return if ($c->aborted());
+ my ($status,undef) = &Apache::loncoursedata::ensure_current_data
+ ($student->{'username'},$student->{'domain'},
+ $ENV{'request.course.id'});
+ &Apache::lonhtmlcommon::Increment_PrgWin($r,\%prog_state,
+ 'last student');
}
+ &Apache::lonhtmlcommon::Close_PrgWin($r,\%prog_state);
+ $r->rflush();
+}
- my $orderedProblems = &SortProblems(\%cache,
- $cache{'ProblemStatisticsSort'},
- $cache{'SortProblems'},
- $cache{'ProblemStatisticsAscend'});
- untie(%cache);
+###############################################
+###############################################
- return ('OK', $orderedProblems);
-}
+=pod
-sub BuildProblemStatisticsPage {
- my ($cacheDB, $students, $courseID, $c, $r)=@_;
+=item &BuildProblemStatisticsPage()
- my @Header = ("Homework Sets Order","#Stdnts","Tries","Mod",
- "Mean","#YES","#yes","%Wrng","DoDiff",
- "S.D.","Skew.","D.F.1st","D.F.2nd");
- my $color=&setbgcolor(0);
- my %cache;
+Main interface to problem statistics.
- unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) {
- $r->print('Unable to tie database.6');
+=cut
+
+###############################################
+###############################################
+sub BuildProblemStatisticsPage {
+ my ($r,$c)=@_;
+ #
+ $output_mode = 'html';
+ $show = 'grouped';
+ #
+ $r->print(&CreateInterface());
+ $r->print(' ');
+ $r->print(' ');
+ $r->print(' ');
+ if (! exists($ENV{'form.statsfirstcall'})) {
+ $r->print(<
+
+Please make your selections in the boxes above and hit
+the button marked "Update Display".
+
+
+ENDMSG
return;
}
- my $Ptr = '';
- $Ptr .= '';
- $Ptr .= 'Select Map '."\n";
- $Ptr .= '';
- $Ptr .= &Apache::lonhtmlcommon::MapOptions(\%cache, 'ProblemStatistics',
- 'Statistics');
- $Ptr .= ' '."\n";
- $Ptr .= 'Sorting Type: '."\n";
- $Ptr .= ''."\n";
- $Ptr .= &Apache::lonhtmlcommon::AscendOrderOptions(
- $cache{'ProblemStatisticsAscend'},
- 'ProblemStatistics',
- 'Statistics');
- $Ptr .= ' '."\n";
- $Ptr .= 'Select Sections ';
- $Ptr .= ' '."\n";
- $Ptr .= ''."\n";
- my @sections = split(':',$cache{'sectionList'});
- my @sectionsSelected = split(':',$cache{'sectionsSelected'});
- $Ptr .= &Apache::lonhtmlcommon::MultipleSectionSelect(\@sections,
- \@sectionsSelected,
- 'Statistics');
- $Ptr .= ' '."\n";
- $Ptr .= &ProblemStatisticsButtons($cache{'DisplayFormat'},
- $cache{'DisplayLegend'},
- $cache{'SortProblems'});
- $Ptr .= '
';
- if($cache{'DisplayLegend'} eq 'Show Legend') {
- $Ptr .= &ProblemStatisticsLegend();
+ #
+ &Gather_Student_Data($r);
+ #
+ #
+ if ($output_mode eq 'html') {
+ $r->print("".
+ $ENV{'course.'.$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 ");
}
- $r->print($Ptr);
- $r->rflush();
- untie(%cache);
+ return;
+}
- my ($result, $orderedProblems) =
- &InitializeProblemStatistics($cacheDB, $students, $courseID, $c, $r);
- if($result ne 'OK') {
- return;
- }
+###############################################
+###############################################
- unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) {
- $r->print('Unable to tie database.6');
- return;
- }
- &BuildStatisticsTable(\%cache, $cache{'DisplayFormat'},
- $cache{'SortProblems'}, $orderedProblems,
- \@Header, $r, $color);
- untie(%cache);
+=pod
+=item &output_html_grouped_by_sequence()
+
+Presents the statistics data as an html table organized by the order
+the assessments appear in the course.
+
+=cut
+
+###############################################
+###############################################
+sub output_html_grouped_by_sequence {
+ my ($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(''."\n");
+ $r->print('');
+ my $Str = &statistics_table_header('no container no plots');
+ $r->print(' '.$Str." \n");
+ foreach my $resource (@{$sequence->{'contents'}}) {
+ next if ($resource->{'type'} ne 'assessment');
+ foreach my $part (@{$resource->{'parts'}}) {
+ $problem_num++;
+ my $data = &get_statistics($sequence,$resource,$part,
+ $problem_num);
+ my $option = '';
+ $r->print(''.&statistics_html_table_data($data,
+ 'no container').
+ " \n");
+ }
+ }
+ $r->print("
\n");
+ $r->print("
\n");
+ $r->rflush();
+ }
+ #
return;
}
-sub BuildGraphicChart {
- my ($graph,$cacheDB,$courseDescription,$students,$courseID,$r,$c)=@_;
- my %cache;
- my $max = 0;
-
- my ($result, undef) =
- &InitializeProblemStatistics($cacheDB, $students, $courseID, $c, $r);
- if($result ne 'OK') {
- return;
- }
+###############################################
+###############################################
+
+=pod
+
+=item &output_html_ungrouped()
- unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) {
- return 'Unable to tie database.7';
+Presents the statistics data in a single html table which can be sorted by
+different columns.
+
+=cut
+
+###############################################
+###############################################
+sub output_html_ungrouped {
+ my ($r,$option) = @_;
+ #
+ if (exists($ENV{'form.plot'}) && $ENV{'form.plot'} ne '') {
+ &plot_statistics($r,$ENV{'form.plot'});
+ }
+ #
+ my $problem_num = 0;
+ my $show_container = 0;
+ my $show_part = 0;
+ #$r->print(&ProblemStatisticsLegend());
+ my $sortby = undef;
+ foreach my $field (@Fields) {
+ if ($ENV{'form.sortby'} eq $field->{'name'}) {
+ $sortby = $field->{'name'};
+ }
+ }
+ if (! defined($sortby) || $sortby eq '' || $sortby eq 'problem_num') {
+ $sortby = 'container';
+ }
+ # If there is more than one sequence, list their titles
+ my @Sequences = &Apache::lonstatistics::Sequences_with_Assess();
+ if (@Sequences < 1) {
+ $option .= ' no container';
+ }
+ #
+ # Compile the data
+ my @Statsarray;
+ foreach my $sequence (@Sequences) {
+ next if ($sequence->{'num_assess'}<1);
+ foreach my $resource (@{$sequence->{'contents'}}) {
+ next if ($resource->{'type'} ne 'assessment');
+ foreach my $part (@{$resource->{'parts'}}) {
+ $problem_num++;
+ my $data = &get_statistics($sequence,$resource,$part,
+ $problem_num);
+ $show_part = 1 if ($part ne '0');
+ #
+ push (@Statsarray,$data);
+ }
+ }
}
-
- my @problems = split(':::', $cache{'problemList'});
- my @values = ();
- foreach (@problems) {
- my $data = 0;
- if($graph eq 'DoDiffGraph') {
- $data = sprintf("%.2f", $cache{$_.':degreeOfDifficulty'}),
+ #
+ # Sort the data
+ my @OutputOrder;
+ if ($sortby eq 'container') {
+ @OutputOrder = @Statsarray;
+ } else {
+ # $sortby is already defined, so we can charge ahead
+ if ($sortby =~ /^(title|part)$/i) {
+ # Alpha comparison
+ @OutputOrder = sort {
+ lc($a->{$sortby}) cmp lc($b->{$sortby}) ||
+ lc($a->{'title'}) cmp lc($b->{'title'}) ||
+ lc($a->{'part'}) cmp lc($b->{'part'});
+ } @Statsarray;
} else {
- $data = sprintf("%.1f", $cache{$_.':percentWrong'}),
- }
- if($max < $data) {
- $max = $data;
+ # Numerical comparison
+ @OutputOrder = sort {
+ my $retvalue = 0;
+ if ($b->{$sortby} eq 'nan') {
+ if ($a->{$sortby} ne 'nan') {
+ $retvalue = -1;
+ } else {
+ $retvalue = 0;
+ }
+ }
+ if ($a->{$sortby} eq 'nan') {
+ if ($b->{$sortby} ne 'nan') {
+ $retvalue = 1;
+ }
+ }
+ if ($retvalue eq '0') {
+ $retvalue = $b->{$sortby} <=> $a->{$sortby} ||
+ lc($a->{'title'}) <=> lc($b->{'title'}) ||
+ lc($a->{'part'}) <=> lc($b->{'part'});
+ }
+ $retvalue;
+ } @Statsarray;
}
- push(@values, $data);
}
- untie(%cache);
-
- my $sendValues = join(',', @values);
- my $sendCount = scalar(@values);
-
- my $title = '';
- if($graph eq 'DoDiffGraph') {
- $title = 'Degree-of-Difficulty';
- } else {
- $title = 'Wrong-Percentage';
+ $option .= 'no part' if (! $show_part);
+ my $num_output = 0;
+ #
+ # output the headers
+ $r->print(''."\n");
+ $r->print(''."\n");
+ my $Str = &statistics_table_header($option.' sortable');
+ $r->print(''.$Str." \n");
+ #
+ foreach my $rowdata (@OutputOrder) {
+ $num_output++;
+ if ($num_output % 25 == 0) {
+ $r->print("
\n
\n");
+ #
+ $r->print(''."\n");
+ $r->print(''."\n");
+ my $Str = &statistics_table_header($option.' sortable');
+ $r->print(''.$Str." \n");
+ $r->rflush();
+ }
+ $r->print(''.&statistics_html_table_data($rowdata,$option).
+ " \n");
}
- my @GData = ($courseDescription, 'Problems', $title, $max, $sendCount,
- $sendValues);
-
- $r->print(''."\n");
- $r->print(' ');
- $r->print('
\n");
+ $r->print("
\n");
+ $r->rflush();
+ #
return;
}
-#---- Problem Statistics Web Page ---------------------------------------
+###############################################
+###############################################
-sub CreateProblemStatisticsTableHeading {
- my ($headings,$r)=@_;
+=pod
- my $Str='';
- $Str .= ''."\n";
- $Str .= 'P# '."\n";
- foreach(@$headings) {
- $Str .= '';
- $Str .= ''.$_.'   '."\n";
- }
- $Str .= "\n".' '."\n";
+=item &output_excel()
- return $Str;
-}
+Presents the statistical data in an Excel 95 compatable spreadsheet file.
-sub BuildStatisticsTable {
- my ($cache,$displayFormat,$sortProblems,$orderedProblems,$headings,
- $r,$color)=@_;
-
- my $count = 1;
- my $currentSequence = -1;
- foreach(@$orderedProblems) {
- my ($sequence,$problem,$part)=split(':', $_);
- if($cache->{'StatisticsMaps'} ne 'All Maps' &&
- $cache->{'StatisticsMaps'} ne $cache->{$sequence.':title'}) {
- next;
+=cut
+
+###############################################
+###############################################
+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 {
+ $sectionstring = "Sections ".join(' and ',@Sections);
}
-
- if($currentSequence == -1 ||
- ($sortProblems eq 'Sort Within Sequence' &&
- $currentSequence != $sequence)) {
- if($displayFormat ne 'Display CSV Format') {
- if($currentSequence ne -1) {
- $r->print('');
- $r->print(' ');
- }
- if($sortProblems eq 'Sort Within Sequence') {
- $r->print(''.$cache->{$sequence.':title'}.' ');
+ } else {
+ if ($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 = ' ';
}
- $r->print(''."\n");
- $r->print(''."\n");
- $r->print(&CreateProblemStatisticsTableHeading($headings, $r));
- } else {
- if($sortProblems eq 'Sort Within Sequence') {
- $r->print('"'.$cache->{$sequence.':title'}.'"');
+ foreach my $field (@Fields) {
+ next if ($field->{'name'} eq 'problem_num');
+ $excel_sheet->write($rows_output,$cols_output++,
+ $data->{$field->{'name'}});
}
- $r->print(' ');
+ $rows_output++;
}
- $currentSequence = $sequence;
}
-
- my $ref = ''.$cache->{$problem.':title'}.' ';
- my $title = $cache->{$problem.':title'};
- if($part != 0) {
- $title .= ' Part '.$part;
- }
- my $source = $cache->{$problem.':source'};
- my $tableData = join('&', $ref, $title, $source,
- $cache->{$_.':studentCount'},
- $cache->{$_.':totalTries'},
- $cache->{$_.':maxTries'},
- $cache->{$_.':mean'},
- $cache->{$_.':correct'},
- $cache->{$_.':correctByOverride'},
- $cache->{$_.':percentWrong'},
- $cache->{$_.':degreeOfDifficulty'},
- $cache->{$_.':standardDeviation'},
- $cache->{$_.':skewness'},
- $cache->{$_.':discriminationFactor1'},
- $cache->{$_.':discriminationFactor2'});
-
- &TableRow($displayFormat,$tableData,$count,$r,$color);
-
- $count++;
- }
- if($displayFormat ne 'Display CSV Format') {
- $r->print('
'."\n");
- $r->print('
');
- } else {
- $r->print(' ');
}
-
+ #
+ # Write the excel file
+ $excel_workbook->close();
+ # Tell the user where to get their excel file
+ $r->print(' '.
+ 'Your Excel spreadsheet. '."\n");
+ $r->rflush();
return;
}
-sub TableRow {
- my ($displayFormat,$Str,$RealIdx,$r,$color)=@_;
- my($ref,$title,$source,$StdNo,$TotalTries,$MxTries,$Avg,$YES,$Override,
- $Wrng,$DoD,$SD,$Sk,$_D1,$_D2)=split(/\&/,$Str);
- my $Ptr;
- if($displayFormat eq 'Display CSV Format') {
- $Ptr='"'.$RealIdx.'",'."\n".
- '"'.$title.'",'."\n".
- '"'.$source.'",'."\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".
- " \n";
+###############################################
+###############################################
- $r->print("\n".$Ptr);
- } else {
- $Ptr=''."\n".
- ''.$RealIdx.' '."\n".
- ''.$ref.' '."\n".
- ' '.$StdNo.' '."\n".
- ''.$TotalTries.' '."\n".
- ''.$MxTries.' '."\n".
- ''.$Avg.' '."\n".
- ' '.$YES.' '."\n".
- ' '.$Override.' '."\n".
- ' '.$Wrng.' '."\n".
- ' '.$DoD.' '."\n".
- ' '.$SD.' '."\n".
- ' '.$Sk.' '."\n".
- ' '.$_D1.' '."\n".
- ' '.$_D2.' '."\n";
- $r->print($Ptr.' '."\n");
- }
+=pod
- return;
-}
+=item &statistics_html_table_data()
-# For loading the colored table for display or un-colored for print
-sub setbgcolor {
- my $PrintTable=shift;
- my %color;
- if ($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";
- $color{"purple"}="#FFDDFF";
- }
-
- return \%color;
-}
-
-sub ProblemStatisticsButtons {
- my ($displayFormat, $displayLegend, $sortProblems)=@_;
-
- my $Ptr = '';
- $Ptr .= ' {'name'}/);
+ $row .= ' {'align'})) {
+ $row .= ' align="'.$field->{'align'}.'"';
+ }
+ $row .= '>';
+ if (exists($field->{'special'}) && $field->{'special'} eq 'link') {
+ $row .= '';
+ }
+ if (exists($field->{'format'})) {
+ $row .= sprintf($field->{'format'},$data->{$field->{'name'}});
+ } else {
+ $row .= $data->{$field->{'name'}};
+ }
+ if (exists($field->{'special'}) && $field->{'special'} eq 'link') {
+ $row.= ' ';
+ }
+ $row .= ' ';
}
- $Ptr .= '';
- $Ptr .= ' {'name'}/);
+ $header_row .= ' ';
+ if ($options =~ /sortable/ &&
+ exists($field->{'sortable'}) && $field->{'sortable'} eq 'yes') {
+ $header_row .= '{'name'}."'".
+ ';document.Statistics.submit();">';
+ }
+ $header_row .= $field->{'title'};
+ if ($options =~ /sortable/) {
+ $header_row.= ' ';
+ }
+ if ($options !~ /no plots/ &&
+ exists($field->{'graphable'}) &&
+ $field->{'graphable'} eq 'yes') {
+ $header_row.=' (';
+ $header_row .= '';
+ $header_row .= 'plot )';
+ }
+ $header_row .= ' ';
+ }
+ return $header_row;
+}
+
+###############################################
+###############################################
+
+=pod
+
+=item &plot_statistics()
+
+=cut
+
+###############################################
+###############################################
+sub plot_statistics {
+ my ($r,$datafield) = @_;
+ my @Data;
+ #
+ #
+ my $sortfield = undef;
+ my $title = undef;
+ foreach my $field (@Fields) {
+ if ($datafield eq $field->{'name'} &&
+ exists($field->{'graphable'}) && $field->{'graphable'} eq 'yes') {
+ $sortfield = $field->{'name'};
+ $title = $field->{'long_title'};
+ }
+ }
+ return if (! defined($sortfield) || $sortfield eq '');
+ &Apache::lonnet::logthis('data field = '.$datafield);
+ #
+ my $Max = 0;
+ 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'}}) {
+ my $problem_number++;
+ my $data = &get_statistics($sequence,$resource,$part,
+ $problem_num);
+ my $value = $data->{$sortfield};
+ $Max = $value if ($Max < $value);
+ push (@Data,$value);
+ }
+ }
}
- $Ptr .= '';
- $Ptr .= ' 0.5) {
+ $Max = 1;
+ } elsif ($Max > 0.2) {
+ $Max = 0.5;
+ } elsif ($Max > 0.1) {
+ $Max = 0.2;
+ }
+ } elsif ($sortfield eq 'per_wrong') {
+ if ($Max > 50) {
+ $Max = 100;
+ } elsif ($Max > 25) {
+ $Max = 50;
+ } elsif ($Max > 20) {
+ $Max = 25;
+ } elsif ($Max > 10) {
+ $Max = 20;
+ } elsif ($Max > 5) {
+ $Max = 10;
+ } else {
+ $Max = 5;
+ }
}
- $Ptr .= ' ';
-
- return $Ptr;
+
+ $r->print("".&DrawGraph(\@Data,$title,'Problem Number',$yaxis,
+ $Max)."
\n");
+ #
+ # Print out the data
+ $ENV{'form.sortby'} = 'Contents';
+# &output_html_ungrouped($r);
+ return;
}
+###############################################
+###############################################
+
+=pod
+
+=item &DrawGraph()
+
+=cut
+
+###############################################
+###############################################
+sub DrawGraph {
+ my ($values,$title,$xaxis,$yaxis,$Max)=@_;
+ $title = '' if (! defined($title));
+ $xaxis = '' if (! defined($xaxis));
+ $yaxis = '' if (! defined($yaxis));
+ #
+ my $sendValues = join(',', @$values);
+ my $sendCount = scalar(@$values);
+ $Max =1 if ($Max < 1);
+ if ( int($Max) < $Max ) {
+ $Max++;
+ $Max = int($Max);
+ }
+ my @GData = ($title,$xaxis,$yaxis,$Max,$sendCount,$sendValues);
+ return ' ';
+}
+
+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;
+}
+
+###############################################
+###############################################
+
+=pod
+
+=item &ProblemStatisticsLegend()
+
+=cut
+
+###############################################
+###############################################
sub ProblemStatisticsLegend {
my $Ptr = '';
$Ptr = '';
@@ -475,7 +913,7 @@ sub ProblemStatisticsLegend {
$Ptr .= 'Tries ';
$Ptr .= 'Total number of tries for solving the problem.';
$Ptr .= ' ';
- $Ptr .= 'Mod ';
+ $Ptr .= 'Max Tries ';
$Ptr .= 'Largest number of tries for solving the problem by a student.';
$Ptr .= ' ';
$Ptr .= 'Mean ';
@@ -507,8 +945,8 @@ sub ProblemStatisticsLegend {
$Ptr .= 'Dis.F. ';
$Ptr .= 'Discrimination Factor: A Standard for evaluating the ';
$Ptr .= 'problem according to a Criterion ';
- $Ptr .= '[Applied Criterion in %27 Upper Students - ';
- $Ptr .= 'Applied the same Criterion in %27 Lower Students] ';
+ $Ptr .= '[Criterion to group students into %27 Upper Students - ';
+ $Ptr .= 'and %27 Lower Students] ';
$Ptr .= '1st Criterion for Sorting the Students: ';
$Ptr .= 'Sum of Partial Credit Awarded / Total Number of Tries ';
$Ptr .= '2nd Criterion for Sorting the Students: ';
@@ -517,308 +955,9 @@ sub ProblemStatisticsLegend {
$Ptr .= ' Disc. ';
$Ptr .= 'Number of Students had at least one discussion.';
$Ptr .= '
';
-
return $Ptr;
}
-sub ExtractStudentData {
- my ($cache, $students)=@_;
-
- my @problemList=();
- my %problemData;
- foreach my $sequence (split(':', $cache->{'orderedSequences'})) {
- foreach my $problemID (split(':', $cache->{$sequence.':problems'})) {
- foreach my $part (split(/\:/,$cache->{$sequence.':'.
- $problemID.
- ':parts'})) {
- my $id = $sequence.':'.$problemID.':'.$part;
- push(@problemList, $id);
- my $totalTries = 0;
- my $totalAwarded = 0;
- my $correct = 0;
- my $correctByOverride = 0;
- my $studentCount = 0;
- my $maxTries = 0;
- my $totalFirst = 0;
- my @studentTries=();
- foreach(@$students) {
- my $code = $cache->{"$_:$problemID:$part:code"};
-
- if(defined($cache->{$_.':error'}) || $code eq ' ' ||
- $cache->{"$_:$problemID:NoVersion"} eq 'true') {
- next;
- }
-
- $studentCount++;
- my $tries = $cache->{"$_:$problemID:$part:tries"};
- if($maxTries < $tries) {
- $maxTries = $tries;
- }
- $totalTries += $tries;
- push(@studentTries, $tries);
-
- my $awarded = $cache->{"$_:$problemID:$part:awarded"};
- $totalAwarded += $awarded;
-
- if($code eq '*') {
- $correct++;
- if($tries == 1) {
- $totalFirst++;
- }
- } elsif($code eq '+') {
- $correctByOverride++;
- }
- }
-
- my $studentTriesJoined = join(':::', @studentTries);
- $problemData{$id.':sequenceTitle'} =
- $cache->{$sequence.':title'};
- $problemData{$id.':studentCount'} = $studentCount;
- $problemData{$id.':totalTries'} = $totalTries;
- $problemData{$id.':studentTries'} = $studentTriesJoined;
- $problemData{$id.':totalAwarded'} = $totalAwarded;
- $problemData{$id.':correct'} = $correct;
- $problemData{$id.':correctByOverride'} = $correctByOverride;
- $problemData{$id.':wrong'} = $studentCount -
- ($correct + $correctByOverride);
- $problemData{$id.':maxTries'} = $maxTries;
- $problemData{$id.':totalFirst'} = $totalFirst;
- }
- }
- }
-
- my @upperStudents1=();
- my @lowerStudents1=();
- my @upperStudents2=();
- my @lowerStudents2=();
- my $upperCount = int(0.27*scalar(@$students));
- # Discriminant Factor criterion 1
- my $sortedStudents = &SortDivideByTries($students,$cache,':totalAwarded');
-
- for(my $i=0; $i<$upperCount; $i++) {
- push(@lowerStudents1, $sortedStudents->[$i]);
- push(@upperStudents1, $sortedStudents->[(scalar(@$students)-$i-1)]);
- }
-
- $problemData{'studentsUpperListCriterion1'}=join(':::', @upperStudents1);
- $problemData{'studentsLowerListCriterion1'}=join(':::', @lowerStudents1);
-
- # Discriminant Factor criterion 2
- $sortedStudents = &SortDivideByTries($students, $cache, ':totalSolved');
-
- for(my $i=0; $i<$upperCount; $i++) {
- push(@lowerStudents2, $sortedStudents->[$i]);
- push(@upperStudents2, $sortedStudents->[(scalar(@$students)-$i-1)]);
- }
- $problemData{'studentsUpperListCriterion2'}=join(':::', @upperStudents2);
- $problemData{'studentsLowerListCriterion2'}=join(':::', @lowerStudents2);
-
- $problemData{'problemList'} = join(':::', @problemList);
-
- return \%problemData;
-}
-
-sub SortDivideByTries {
- my ($toSort, $data, $sortOn)=@_;
- my @orderedData = sort { ($data->{$a.':totalTries'}) ?
- ($data->{$a.$sortOn}/$data->{$a.':totalTries'}):0
- <=>
- ($data->{$b.':totalTries'}) ?
- ($data->{$b.$sortOn}/$data->{$b.':totalTries'}):0
- } @$toSort;
-
- return \@orderedData;
-}
-
-sub SortProblems {
- my ($problemData,$sortBy,$sortProblems,$ascend)=@_;
-
- my @problems = split(':::', $problemData->{'problemList'});
- if($sortBy eq "Homework Sets Order") {
- return \@problems;
- }
-
- my $data;
-
- if ($sortBy eq "#Stdnts") { $data = ':studentCount'; }
- elsif($sortBy eq "Tries") { $data = ':totalTries'; }
- elsif($sortBy eq "Mod") { $data = ':maxTries'; }
- elsif($sortBy eq "Mean") { $data = ':mean'; }
- elsif($sortBy eq "#YES") { $data = ':correct'; }
- elsif($sortBy eq "#yes") { $data = ':correctByOverride'; }
- elsif($sortBy eq "%Wrng") { $data = ':percentWrong'; }
- elsif($sortBy eq "DoDiff") { $data = ':degreeOfDifficulty'; }
- elsif($sortBy eq "S.D.") { $data = ':standardDeviation'; }
- elsif($sortBy eq "Skew.") { $data = ':skewness'; }
- elsif($sortBy eq "D.F.1st") { $data = ':discriminationFactor1'; }
- elsif($sortBy eq "D.F.2nd") { $data = ':discriminationFactor2'; }
- else { return \@problems; }
-
- my %temp;
- my @sequenceList=();
- foreach(@problems) {
- my ($sequence) = split(':', $_);
-
- my @array=();
- my $tempArray;
- if(defined($temp{$sequence})) {
- $tempArray = $temp{$sequence};
- } else {
- push(@sequenceList, $sequence);
- $tempArray = \@array;
- $temp{$sequence} = $tempArray;
- }
-
- push(@$tempArray, $_);
- }
-
- my @orderedProblems;
- if($sortProblems eq "Sort Within Sequence") {
- foreach(keys(%temp)) {
- my $tempArray = $temp{$_};
- my @tempOrder =
- sort { $problemData->{$a.$data} <=> $problemData->{$b.$data} }
- @$tempArray;
- $temp{$_} = \@tempOrder;
- }
- foreach(@sequenceList) {
- my $tempArray = $temp{$_};
- @orderedProblems = (@orderedProblems, @$tempArray);
- }
- } else {
- @orderedProblems =
- sort { $problemData->{$a.$data} <=> $problemData->{$b.$data} }
- @problems;
- }
-
- if($ascend eq 'Descending') {
- @orderedProblems = reverse(@orderedProblems);
- }
-
- return \@orderedProblems;
-}
-
-sub CalculateStatistics {
- my ($data, $cache, $courseID)=@_;
-
- my @problems = split(':::', $data->{'problemList'});
- foreach(@problems) {
- # Mean
- my $mean = ($data->{$_.':studentCount'}) ?
- ($data->{$_.':totalTries'} / $data->{$_.':studentCount'}) : 0;
- $data->{$_.':mean'} = sprintf("%.2f", $mean);
-
- # %Wrong
- my $pw = ($data->{$_.':studentCount'}) ?
- (($data->{$_.':wrong'} / $data->{$_.':studentCount'}) * 100.0) :
- 100.0;
- $data->{$_.':percentWrong'} = sprintf("%.1f", $pw);
-
- # Degree of Difficulty
- my $dod = ($data->{$_.':totalTries'}) ?
- (1 - (($data->{$_.':correct'} + $data->{$_.':correctByOverride'}) /
- $data->{$_.':totalTries'})) : 0;
-
- $data->{$_.':degreeOfDifficulty'} = sprintf("%.2f", $dod);
-
- # Factor in mean
- my @studentTries = split(':::', $data->{$_.':studentTries'});
- foreach(my $index=0; $index < scalar(@studentTries); $index++) {
- $studentTries[$index] -= $mean;
- }
- my $sumSquared = 0;
- my $sumCubed = 0;
- foreach(@studentTries) {
- my $squared = ($_ * $_);
- my $cubed = ($squared * $_);
- $sumSquared += $squared;
- $sumCubed += $cubed;
- }
-
- # Standard deviation
- my $standardDeviation;
- if($data->{$_.':studentCount'} - 1 > 0) {
- $standardDeviation = (sqrt($sumSquared)) /
- ($data->{$_.':studentCount'} - 1);
- } else {
- $standardDeviation = 0.0;
- }
- $data->{$_.':standardDeviation'} = sprintf("%.1f", $standardDeviation);
-
- # Skewness
- my $skew;
- if($standardDeviation > 0.0999 && $data->{$_.':studentCount'} > 0) {
- $skew = (((sqrt($sumSquared)) / $data->{$_.':studentCount'}) /
- ($standardDeviation *
- $standardDeviation *
- $standardDeviation));
- } else {
- $skew = 0.0;
- }
-
- $data->{$_.':skewness'} = sprintf("%.1f", $skew);
-
- # Discrimination Factor 1
- my ($sequence, $problem, $part) = split(':', $_);
-
- my @upper1 = split(':::', $data->{'studentsUpperListCriterion1'});
- my @lower1 = split(':::', $data->{'studentsLowerListCriterion1'});
-
- my $upper1Sum=0;
- foreach my $name (@upper1) {
- $upper1Sum += $cache->{"$name:$problem:$part:awarded"};
- }
- $upper1Sum = (scalar(@upper1)) ? ($upper1Sum/(scalar(@upper1))) : 0;
-
- my $lower1Sum=0;
- foreach my $name (@lower1) {
- $lower1Sum += $cache->{"$name:$problem:$part:awarded"};
- }
- $lower1Sum = (scalar(@lower1)) ? ($lower1Sum/(scalar(@lower1))) : 0;
-
- my $df1 = $upper1Sum - $lower1Sum;
- $data->{$_.':discriminationFactor1'} = sprintf("%.2f", $df1);
-
- # Discrimination Factor 2
- my @upper2 = split(':::', $data->{'studentsUpperListCriterion2'});
- my @lower2 = split(':::', $data->{'studentsLowerListCriterion2'});
-
- my $upper2Sum=0;
- foreach my $name (@upper2) {
- $upper2Sum += $cache->{"$name:$problem:$part:awarded"};
- }
- $upper2Sum = (scalar(@upper2)) ? ($upper2Sum/(scalar(@upper2))) : 0;
-
- my $lower2Sum=0;
- foreach my $name (@lower2) {
- $lower2Sum += $cache->{"$name:$problem:$part:awarded"};
- }
- $lower2Sum = (scalar(@lower2)) ? ($lower2Sum/(scalar(@lower2))) : 0;
-
- my $df2 = $upper2Sum - $lower2Sum;
- $data->{$_.':discriminationFactor2'} = sprintf("%.2f", $df2);
-
- my %storestats;
- my ($sequence) = split(':', $_);
- my $Average = ($data->{$_.':studentCount'}) ?
- $data->{$_.':totalTries'}/$data->{$_.':studentCount'} : 0;
- $storestats{$courseID.'___'.$cache->{$sequence.':source'}.
- '___timestamp'}=time;
- $storestats{$courseID.'___'.$cache->{$sequence.':source'}.
- '___stdno'}=$data->{$_.':studentCount'};
- $storestats{$courseID.'___'.$cache->{$sequence.':source'}.
- '___avetries'}=$Average;
- $storestats{$courseID.'___'.$cache->{$sequence.':source'}.
- '___difficulty'}=$data->{$_.':degreeOfDifficulty'};
- $cache->{$sequence.':source'} =~ /^(\w+)\/(\w+)/;
- if($data->{$_.':studentCount'}) {
- &Apache::lonnet::put('resevaldata',\%storestats,$1,$2);
- }
- }
-
- return;
-}
-
#---- END Problem Statistics Web Page ----------------------------------------
1;