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version 1.5, 2002/08/13 00:37:18
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version 1.108, 2004/12/06 16:22:21
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| # The LearningOnline Network with CAPA |
# The LearningOnline Network with CAPA |
| # (Publication Handler |
|
| # |
# |
| # $Id$ |
# $Id$ |
| # |
# |
|
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| # |
# |
| # http://www.lon-capa.org/ |
# http://www.lon-capa.org/ |
| # |
# |
| # (Navigate problems for statistical reports |
package Apache::lonproblemanalysis; |
| # 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 Behrouz Minaei |
|
| # |
|
| ### |
|
| |
|
| package Apache::lonproblemanalysis; |
|
| |
|
| use strict; |
use strict; |
| use Apache::lonnet(); |
use Apache::lonnet(); |
| use GDBM_File; |
use Apache::loncommon(); |
| |
use Apache::lonhtmlcommon(); |
| my $jr; |
use Apache::loncoursedata(); |
| |
use Apache::lonstatistics; |
| |
use Apache::lonlocal; |
| |
use Apache::lonstathelpers(); |
| |
use Apache::lonstudentsubmissions(); |
| |
use HTML::Entities(); |
| |
use Time::Local(); |
| |
use Spreadsheet::WriteExcel(); |
| |
use capa; |
| |
|
| |
my $plotcolors = ['#33ff00', |
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'#0033cc', '#990000', '#aaaa66', '#663399', '#ff9933', |
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'#66ccff', '#ff9999', '#cccc33', '#660000', '#33cc66', |
| |
]; |
| |
|
| |
my @SubmitButtons = ({ name => 'PrevProblemAnalysis', |
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text => 'Previous Problem' }, |
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{ name => 'ProblemAnalysis', |
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text => 'Analyze Problem Again' }, |
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{ name => 'NextProblemAnalysis', |
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text => 'Next Problem' }, |
| |
{ name => 'break'}, |
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{ name => 'SelectAnother', |
| |
text => 'Choose a different Problem' }, |
| |
{ name => 'ExcelOutput', |
| |
text => 'Produce Excel Output' }); |
| |
|
| sub BuildProblemAnalysisPage { |
sub BuildProblemAnalysisPage { |
| my ($cacheDB, $r)=@_; |
my ($r,$c)=@_; |
| |
# |
| |
my %Saveable_Parameters = ('Status' => 'scalar', |
| |
'Section' => 'array', |
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'NumPlots' => 'scalar', |
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'AnalyzeOver' => 'scalar', |
| |
); |
| |
&Apache::loncommon::store_course_settings('problem_analysis', |
| |
\%Saveable_Parameters); |
| |
&Apache::loncommon::restore_course_settings('problem_analysis', |
| |
\%Saveable_Parameters); |
| |
# |
| |
&Apache::lonstatistics::PrepareClasslist(); |
| |
# |
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$r->print(&CreateInterface()); |
| |
# |
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my @Students = @Apache::lonstatistics::Students; |
| |
# |
| |
if (@Students < 1 && exists($ENV{'form.firstrun'})) { |
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$r->print('<h2>There are no students in the sections selected</h2>'); |
| |
} |
| |
# |
| |
my @CacheButtonHTML = |
| |
&Apache::lonstathelpers::manage_caches($r,'Statistics','stats_status'); |
| |
$r->rflush(); |
| |
# |
| |
# Support for numerical and radio response isn't complete enough to |
| |
# include in 1.2 release. |
| |
my $problem_types = '(option|radiobutton|numerical)'; |
| |
# my $problem_types = '.';#(option)'; |
| |
if (exists($ENV{'form.problemchoice'}) && |
| |
! exists($ENV{'form.SelectAnother'})) { |
| |
foreach my $button (@SubmitButtons) { |
| |
if ($button->{'name'} eq 'break') { |
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$r->print("<br />\n"); |
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} else { |
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$r->print('<input type="submit" name="'.$button->{'name'}.'" '. |
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'value="'.&mt($button->{'text'}).'" />'); |
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$r->print(' 'x5); |
| |
} |
| |
} |
| |
foreach my $html (@CacheButtonHTML) { |
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$r->print($html.(' 'x5)); |
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} |
| |
# |
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$r->print('<hr />'); |
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$r->rflush(); |
| |
# |
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# Determine which problem we are to analyze |
| |
my $current_problem = &Apache::lonstathelpers::get_target_from_id |
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($ENV{'form.problemchoice'}); |
| |
# |
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my ($prev,$curr,$next) = |
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&Apache::lonstathelpers::get_prev_curr_next($current_problem, |
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$problem_types, |
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'response', |
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); |
| |
if (exists($ENV{'form.PrevProblemAnalysis'}) && defined($prev)) { |
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$current_problem = $prev; |
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} elsif (exists($ENV{'form.NextProblemAnalysis'}) && defined($next)) { |
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$current_problem = $next; |
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} else { |
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$current_problem = $curr; |
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} |
| |
# |
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# Store the current problem choice and send it out in the form |
| |
$ENV{'form.problemchoice'} = |
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&Apache::lonstathelpers::make_target_id($current_problem); |
| |
$r->print('<input type="hidden" name="problemchoice" value="'. |
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$ENV{'form.problemchoice'}.'" />'); |
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# |
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if (! defined($current_problem->{'resource'})) { |
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$r->print('resource is undefined'); |
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} else { |
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my $resource = $current_problem->{'resource'}; |
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$r->print('<h1>'.$resource->{'title'}.'</h1>'); |
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$r->print('<h3>'.$resource->{'src'}.'</h3>'); |
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if ($ENV{'form.show_prob'} eq 'true') { |
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$r->print(&Apache::lonstathelpers::render_resource($resource)); |
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} |
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$r->rflush(); |
| |
my %Data = &Apache::lonstathelpers::get_problem_data |
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($resource->{'src'}); |
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my $problem_data = $Data{$current_problem->{'part'}. |
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'.'. |
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$current_problem->{'respid'}}; |
| |
if ($current_problem->{'resptype'} eq 'option') { |
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&OptionResponseAnalysis($r,$current_problem, |
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$problem_data, |
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\@Students); |
| |
} elsif ($current_problem->{'resptype'} eq 'radiobutton') { |
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&radio_response_analysis($r,$current_problem, |
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$problem_data, |
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\@Students); |
| |
} elsif ($current_problem->{'resptype'} eq 'numerical') { |
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&numerical_response_analysis($r,$current_problem, |
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$problem_data,\@Students); |
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} else { |
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$r->print('<h2>Analysis of '.$current_problem->{'resptype'}.' is not supported</h2>'); |
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} |
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} |
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$r->print('<hr />'); |
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} else { |
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$r->print('<input type="submit" name="ProblemAnalysis" value="'. |
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&mt('Analyze Problem').'" />'); |
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$r->print(' 'x5); |
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$r->print('<h3>'.&mt('Please select a problem to analyze').'</h3>'); |
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$r->print(&Apache::lonstathelpers::ProblemSelector |
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($problem_types)); |
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} |
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} |
| |
|
| my %cache; |
######################################################### |
| unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) { |
######################################################### |
| $r->print('<html><body>Unable to tie database.</body></html>'); |
## |
| |
## Numerical Response Routines |
| |
## |
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######################################################### |
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######################################################### |
| |
sub numerical_response_analysis { |
| |
my ($r,$problem,$problem_analysis,$students) = @_; |
| |
my $c = $r->connection(); |
| |
# |
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if ($ENV{'form.AnalyzeOver'} !~ /^(tries|time)$/) { |
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$r->print('Bad request'); |
| |
} |
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# |
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my ($resource,$partid,$respid) = ($problem->{'resource'}, |
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$problem->{'part'}, |
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$problem->{'respid'}); |
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# Gather student data |
| |
my $response_data = &Apache::loncoursedata::get_response_data |
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(\@Apache::lonstatistics::SelectedSections, |
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$Apache::lonstatistics::enrollment_status, |
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$resource->{'symb'},$respid); |
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# |
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$problem_analysis->{'answercomputed'} = 1; |
| |
if ($problem_analysis->{'answercomputed'}) { |
| |
my $answers = |
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&Apache::lonstathelpers::GetStudentAnswers($r,$problem,$students, |
| |
'Statistics', |
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'stats_status'); |
| |
$r->print(&numerical_one_dimensional_plot($r,600,150,$answers)); |
| |
} |
| |
# |
| |
if (ref($response_data) ne 'ARRAY') { |
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$r->print('<h2>'. |
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&mt('There is no submission data for this resource'). |
| |
'</h2>'); |
| return; |
return; |
| } |
} |
| |
my $analysis_html = '<table>'; |
| |
for (my $plot_num = 1;$plot_num<=$ENV{'form.NumPlots'};$plot_num++) { |
| |
my $restriction_function; |
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my $header_message; |
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my $stats_message; |
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my $post_message; # passed through &mt sooner rather than later |
| |
my $no_data_message; |
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my @extra_data; |
| |
if ($ENV{'form.AnalyzeOver'} eq 'tries') { |
| |
$restriction_function = sub {($_[0]->{'tries'} == $plot_num?1:0)}; |
| |
$header_message = 'Attempt [_1]'; |
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$stats_message = |
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'[_1] submissions, [_2] correct, [_3] incorrect'; |
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$post_message = ''; |
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$no_data_message = 'No data exists for attempt [_1]'; |
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} else { |
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my $starttime = &Apache::lonhtmlcommon::get_date_from_form |
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('startdate_'.$plot_num); |
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my $endtime = &Apache::lonhtmlcommon::get_date_from_form |
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('enddate_'.$plot_num); |
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($starttime,$endtime) = &ensure_start_end_times |
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($starttime,$endtime, |
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&get_time_from_row($response_data->[0]), |
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&get_time_from_row($response_data->[-1]), |
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$plot_num); |
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$header_message = 'Data from [_2] to [_3]'; |
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$extra_data[0] = &Apache::lonlocal::locallocaltime($starttime); |
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$extra_data[1] = &Apache::lonlocal::locallocaltime($endtime); |
| |
# |
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$stats_message = |
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'[_1] submissions from [_4] students, [_2] correct, [_3] incorrect'; |
| |
# |
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$post_message = |
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&mt('Start time: [_1]', |
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&Apache::lonhtmlcommon::date_setter |
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('Statistics','startdate_'.$plot_num,$starttime)). |
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'<br />'. |
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&mt('End time: [_1]', |
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&Apache::lonhtmlcommon::date_setter |
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('Statistics','enddate_'.$plot_num,$endtime)); |
| |
$restriction_function = |
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sub { |
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my $t = $_[0]->{'timestamp'}; |
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if ($t >= $starttime && $t < $endtime) { |
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return 1; |
| |
} else { |
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return 0; |
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} |
| |
}; |
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$no_data_message = 'No data for [_2] to [_3]'; |
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} |
| |
# |
| |
my ($correct,$answers) = |
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&numerical_determine_answers($r,$resource,$partid, |
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$respid,$students); |
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if ($c->aborted()) { return; }; |
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# |
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my $responses = &numerical_classify_responses($response_data,$correct, |
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$restriction_function); |
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if ($responses->{'_count'} == 0) { |
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$analysis_html.= |
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'<tr><td colspan="2"><font size="+1"><b>'. |
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&mt($no_data_message,$plot_num,@extra_data). |
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'</b></font></td></tr>'; |
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} else { |
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$analysis_html.= |
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'<tr><td colspan="2" align="center"><font size="+1"><b>'. |
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&mt($header_message,$plot_num,@extra_data). |
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'</b></font></td></tr>'. |
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'<tr><td colspan="2" align="center">'. |
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&mt($stats_message, |
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$responses->{'_count'}, |
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$responses->{'_correct'}, |
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$responses->{'_count'}-$responses->{'_correct'}, |
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$responses->{'_students'}, |
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@extra_data). |
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'</td></tr>'. |
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'<tr>'.'<td valign="top" align="center">'. |
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&numerical_plot_percent($r,$responses).'</td>'. |
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'<td align="center" valign="top">'. |
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&numerical_plot_differences($r,$responses).'</td>'. |
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'</tr>'; |
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} |
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if ($post_message ne '') { |
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$analysis_html .= |
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'<tr><td colspan="2">'.$post_message.'</td></tr>'; |
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} |
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} |
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$analysis_html.='</table>'; |
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$r->print($analysis_html); |
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# |
| |
return; |
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} |
| |
|
| $r->print(&IntervalOptions($cache{'Interval'})); |
sub numerical_plot_percent { |
| $r->rflush(); |
my ($r,$responses) = @_; |
| $r->print(&OptionResponseTable($cache{'OptionResponses'}, \%cache)); |
# |
| |
my $total = $responses->{'_count'}; |
| untie(%cache); |
return '' if ($total == 0); |
| |
my $minbin = 5; |
| |
while (my ($interval,$submissions) = each(%$responses)) { |
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next if ($interval =~ /^_/); |
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my ($ans,$ans_low,$ans_high) = split(" ",$interval); |
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my $low_percent = abs(100*($ans-$ans_low)/$ans); |
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my $high_percent = abs(100*($ans_high-$ans)/$ans); |
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if ($minbin > $high_percent) { $minbin = $high_percent; } |
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if ($minbin > $low_percent) { $minbin = $low_percent; } |
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} |
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# |
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my @bins; |
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if ($minbin < 1) { |
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@bins = ('0.1','0.5','1.0','1.5','2.0','2.5','3.0','4.0','5.0',10,20,50,100); |
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} elsif ($minbin < 2) { |
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@bins = ('0.5','1.0','1.5','2.0','2.5','3.0','4.0','5.0',10,20,50,100); |
| |
} elsif ($minbin < 5) { |
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@bins = (1,2,3,4,5,10,25,50,75,100,200); |
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} elsif ($minbin < 10) { |
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@bins = (2,4,6,8,10,12,15,20,25,30,50,75,100,200); |
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} else { |
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@bins = (5,10,15,20,25,30,50,75,100,200); |
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} |
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my @labels = (1..scalar(@bins)); |
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# |
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my @correct; |
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my @incorrect; |
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my @count; |
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while (my ($interval,$submissions) = each(%$responses)) { |
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next if ($interval =~ /^_/); |
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my ($ans,$ans_low,$ans_high) = split(" ",$interval); |
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while (my ($submission,$counts) = each(%$submissions)) { |
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my ($correct_count,$incorrect_count) = @$counts; |
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my $scaled_value = abs(($submission-$ans)/$ans); |
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my $bin=0; |
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for ($bin=0;$bin<$#bins;$bin++) { # not <= for a reason |
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last if ($bins[$bin]>$scaled_value); |
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} |
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$correct[$bin]+=$correct_count; |
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$incorrect[$bin]+=$incorrect_count; |
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$count[$bin]+=$correct_count+$incorrect_count; |
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} |
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} |
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# |
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my @plot_correct; |
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my @plot_incorrect; |
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for (my $i=0;$i<=$#bins;$i++) { |
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$plot_correct[$i] = $correct[$i]*100/$total; |
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$plot_incorrect[$i] = $incorrect[$i]*100/$total; |
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} |
| |
my $title = &mt('Distribution by Percent'); |
| |
my $graph = &Apache::loncommon::DrawBarGraph |
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($title,'Percent difference from correct','Number of answers', |
| |
100,['#33FF00','#FF3300'],\@labels,\@plot_correct,\@plot_incorrect, |
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{xskip=>1}); |
| |
# |
| |
my $table = $graph.$/. |
| |
&numerical_bin_table(\@bins,\@labels,\@incorrect,\@correct,\@count).$/; |
| |
return $table; |
| |
} |
| |
|
| return; |
sub numerical_plot_differences { |
| |
my ($r,$responses) = @_; |
| |
# |
| |
my $total = $responses->{'_count'}; |
| |
return '' if ($total == 0); |
| |
my $minbin = undef; |
| |
my $maxbin = undef; |
| |
while (my ($interval,$submissions) = each(%$responses)) { |
| |
next if ($interval =~ /^_/); |
| |
my ($ans,$ans_low,$ans_high) = split(" ",$interval); |
| |
my $low_diff = abs($ans-$ans_low); |
| |
my $high_diff = abs($ans_high-$ans); |
| |
if (! defined($maxbin)) { $maxbin = $low_diff;} |
| |
if (! defined($minbin)) { $minbin = $low_diff;} |
| |
# |
| |
if ($minbin > $high_diff) { $minbin = $high_diff; } |
| |
if ($minbin > $low_diff ) { $minbin = $low_diff; } |
| |
# |
| |
if ($maxbin < $high_diff) { $maxbin = $high_diff; } |
| |
if ($maxbin < $low_diff ) { $maxbin = $low_diff; } |
| |
} |
| |
# |
| |
my @bins; |
| |
my @labels; |
| |
# Hmmmm, should switch to absolute difference |
| |
for (my $i=1;$i<=20;$i++) { |
| |
push(@bins,$i*$minbin/2); |
| |
push(@labels,$i); |
| |
} |
| |
# |
| |
my @correct; |
| |
my @incorrect; |
| |
my @count; |
| |
while (my ($interval,$submissions) = each(%$responses)) { |
| |
next if ($interval =~ /^_/); |
| |
my ($ans,$ans_low,$ans_high) = split(" ",$interval); |
| |
while (my ($submission,$counts) = each(%$submissions)) { |
| |
my ($correct_count,$incorrect_count) = @$counts; |
| |
my $value = abs($submission-$ans); |
| |
my $bin=0; |
| |
for ($bin=0;$bin<$#bins;$bin++) { # not <= for a reason |
| |
last if ($bins[$bin]>$value); |
| |
} |
| |
$correct[$bin]+=$correct_count; |
| |
$incorrect[$bin]+=$incorrect_count; |
| |
$count[$bin]+=$correct_count+$incorrect_count; |
| |
} |
| |
} |
| |
# |
| |
my @plot_correct; |
| |
my @plot_incorrect; |
| |
for (my $i=0;$i<=$#bins;$i++) { |
| |
$plot_correct[$i] = $correct[$i]*100/$total; |
| |
$plot_incorrect[$i] = $incorrect[$i]*100/$total; |
| |
} |
| |
my $title = &mt('Distribution by Magnitude'); |
| |
my $graph = &Apache::loncommon::DrawBarGraph |
| |
($title,'magnitude difference from correct','Number of answers', |
| |
100,['#33FF00','#FF3300'],\@labels,\@plot_correct,\@plot_incorrect, |
| |
{xskip=>1}); |
| |
# |
| |
my $table = $graph.$/. |
| |
&numerical_bin_table(\@bins,\@labels,\@incorrect,\@correct,\@count).$/; |
| |
return $table; |
| } |
} |
| |
|
| sub BuildAnalyzePage { |
sub numerical_classify_responses { |
| my ($cacheDB, $students, $courseID,$r)=@_; |
&Apache::lonnet::logthis('--------------'); |
| |
my ($full_row_data,$correct,$function) = @_; |
| |
my %submission_data; |
| |
my %students; |
| |
my $max=0; |
| |
foreach my $row (@$full_row_data) { |
| |
# &Apache::lonnet::logthis(' row = '.join(',',@$row)); |
| |
my %subm = &hashify_attempt($row); |
| |
if (ref($correct) eq 'HASH') { |
| |
$subm{'correct'} = $correct->{$subm{'student'}}->{'answer'}; |
| |
$subm{'unit'} = $correct->{$subm{'student'}}->{'unit'}; |
| |
} else { # This probably never happens.... |
| |
$subm{'correct'} = $correct->{'answer'}; |
| |
$subm{'unit'} = $correct->{'unit'}; |
| |
} |
| |
$subm{'submission'} =~ s/=\d+\s*$//; |
| |
if (&$function(\%subm)) { |
| |
my $scaled = '1'; |
| |
my ($sname,$sdom) = split(':',$subm{'student'}); |
| |
# Note that $subm{'unit'} is modified by the following call |
| |
# We do not use it again but you should be aware just in case. |
| |
# my ($myunit,$mysub) = ($subm{'unit'},$subm{'submission'}); |
| |
# $myunit = 'm'; |
| |
# # &Apache::lonnet::logthis($myunit); |
| |
# my $result = |
| |
# &capa::caparesponse_get_real_response($myunit, |
| |
# $mysub, |
| |
# \$scaled); |
| |
# # &Apache::lonnet::logthis(' '.$myunit.':'.$subm{'unit'}. |
| |
# # ' '.$mysub.':'.$subm{'submission'}.'; '.$result); |
| |
# next if (! defined($scaled)); |
| |
# next if ($result ne '6'); |
| |
# my $submission = $scaled; |
| |
my $submission = $subm{'submission'}; |
| |
$students{$subm{'student'}}++; |
| |
if (&numerical_submission_is_correct($subm{'award'})) { |
| |
&Apache::lonnet::logthis('correct:'.$submission.':'.$subm{'correct'}); |
| |
$submission_data{'_correct'}++; |
| |
$submission_data{'_count'}++; |
| |
$submission_data{$subm{'correct'}}->{$submission}->[0]++; |
| |
} elsif (&numerical_submission_is_incorrect($subm{'award'})) { |
| |
&Apache::lonnet::logthis('incorrect:'.$submission.':'.$subm{'correct'}); |
| |
$submission_data{'_count'}++; |
| |
$submission_data{$subm{'correct'}}->{$submission}->[1]++; |
| |
} |
| |
my $value = |
| |
$submission_data{$subm{'correct'}}->{$submission}->[0]+ |
| |
$submission_data{$subm{'correct'}}->{$submission}->[1]; |
| |
if ($max < $value) { $max = $value; } |
| |
} |
| |
} |
| |
$submission_data{'_max'} = $max; |
| |
$submission_data{'_students'}=scalar(keys(%students)); |
| |
return \%submission_data; |
| |
} |
| |
|
| $jr = $r; |
sub numerical_submission_is_correct { |
| my $c = $r->connection; |
my ($award) = @_; |
| |
&Apache::lonnet::logthis('award = "'.$award.'"'); |
| |
if ($award =~ /^(APPROX_ANS|EXACT_ANS)$/) { |
| |
return 1; |
| |
} else { |
| |
return 0; |
| |
} |
| |
} |
| |
|
| my $Str = '</form>'; |
sub numerical_submission_is_incorrect { |
| my %cache; |
my ($award) = @_; |
| if(&Apache::loncoursedata::DownloadStudentCourseDataSeparate($students, 'true', |
if ($award =~ /^(INCORRECT)$/) { |
| $cacheDB, 'true', |
return 1; |
| 'true', $courseID, |
} else { |
| $r, $c) ne 'OK') { |
return 0; |
| $r->print($Str); |
|
| return; |
|
| } |
} |
| |
} |
| |
|
| |
sub numerical_bin_table { |
| |
my ($bins,$labels,$incorrect,$correct,$count)=@_; |
| |
my $table = |
| |
'<table><tr><th>'.&mt('Bar').'</th>'. |
| |
'<th colspan="3">'.&mt('Range').'</th>'. |
| |
'<th>'.&mt('Incorrect').'</th>'. |
| |
'<th>'.&mt('Correct').'</th>'. |
| |
'<th>'.&mt('Count').'</th>'. |
| |
'</tr>'.$/; |
| |
for (my $i=0;$i<scalar(@{$bins});$i++) { |
| |
my $lownum; |
| |
if ($i == 0) { |
| |
$lownum = 0; |
| |
} else { |
| |
$lownum = $bins->[$i-1]; |
| |
} |
| |
my $highnum = $bins->[$i]; |
| |
$table .= |
| |
'<tr>'. |
| |
'<td>'.$labels->[$i].'</td>'. |
| |
'<td align="right">'.$lownum.'</td>'. |
| |
'<td> - </td>'. |
| |
'<td align="right">'.$highnum.'</td>'. |
| |
'<td align="right">'.$incorrect->[$i].'</td>'. |
| |
'<td align="right">'.$correct->[$i].'</td>'. |
| |
'<td align="right">'.$count->[$i].'</td>'. |
| |
'</tr>'.$/; |
| |
} |
| |
$table.= '</table>'; |
| |
return $table; |
| |
} |
| |
|
| unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) { |
sub numerical_determine_answers { |
| $Str .= '<html><body>Unable to tie database.</body></html>'; |
my ($r,$resource,$partid,$respid,$students)=@_; |
| $r->print($Str); |
my $c = $r->connection(); |
| return; |
# |
| |
# FIX ME: May need progress dialog updates |
| |
# |
| |
# Read in the cache (if it exists) before we start timing things. |
| |
&Apache::lonstathelpers::ensure_proper_cache($resource->{'symb'}); |
| |
# |
| |
my $correct; |
| |
my %answers; |
| |
foreach my $student (@$students) { |
| |
last if ($c->aborted()); |
| |
my $sname = $student->{'username'}; |
| |
my $sdom = $student->{'domain'}; |
| |
# analyze problem |
| |
my $analysis = |
| |
&Apache::lonstathelpers::analyze_problem_as_student($resource, |
| |
$sname, |
| |
$sdom); |
| |
# make the key |
| |
my $key = $partid.'.'.$respid; |
| |
$correct->{$sname.':'.$sdom}->{'answer'} = |
| |
$analysis->{$key.'.answer'}->[0]; |
| |
$correct->{$sname.':'.$sdom}->{'unit'} = |
| |
$analysis->{$key.'.unit'}->[0]; |
| |
$answers{$analysis->{$key.'.answer'}->[0]}++; |
| } |
} |
| |
&Apache::lonstathelpers::write_analysis_cache(); |
| |
return ($correct,\%answers); |
| |
} |
| |
|
| my ($problemId, $part, $responseId)=split(':',$cache{'AnalyzeInfo'}); |
# |
| my $uri = $cache{$problemId.':source'}; |
# Inputs: $r, $width, $height, $data |
| my $problem = $cache{$problemId.':problem'}; |
# $n = number of students |
| my $title = $cache{$problemId.':title'}; |
# $data = hashref of $answer => $frequency pairs |
| my $interval = $cache{'Interval'}; |
sub numerical_one_dimensional_plot { |
| |
my ($r,$width,$height,$data)=@_; |
| my %ConceptData; |
# |
| $ConceptData{"Interval"} = $interval; |
# Compute data -> image scaling factors |
| |
my $max_y = 0; |
| #Initialize the option response true answers |
my $min_x = undef; |
| my ($analyzeData) = &InitAnalysis($uri, $part, $responseId, $problem, |
my $max_x = undef; |
| $students->[0], $courseID); |
my $n = 0; |
| if(defined($analyzeData->{'error'})) { |
while (my ($answer,$count) = each(%$data)) { |
| $Str .= $analyzeData->{'error'}.'<br>Incorrect part requested.<br>'; |
$n+=$count; |
| $r->print($Str); |
$max_y = $count if ($max_y < $count); |
| return; |
if (! defined($min_x) || $answer < $min_x) { |
| |
$min_x = $answer; |
| |
} |
| |
if (! defined($max_x) || $answer > $max_x) { |
| |
$max_x = $answer; |
| |
} |
| } |
} |
| |
# |
| |
my $min_max_difference = $max_x - $min_x; |
| |
if (! defined($min_max_difference) || $min_max_difference == 0) { |
| |
$min_max_difference = 1; |
| |
} |
| |
my $h_scale = ($width-10)/$min_max_difference; |
| |
# |
| |
my $ticscale = 5; |
| |
if ($max_y * $ticscale > $height/2) { |
| |
$ticscale = int($height/2/$max_y); |
| |
$ticscale = 1 if ($ticscale < 1); |
| |
} |
| |
# |
| |
# Create the plot |
| |
my $plot = |
| |
qq{<drawimage width="$width" height="$height" bgcolor="transparent" >}; |
| |
while (my ($answer,$count) = each(%$data)) { |
| |
my $xloc = 5+$h_scale*($answer - $min_x); |
| |
my $top = $height/2-$count*$ticscale; |
| |
my $bottom = $height/2+$count*$ticscale; |
| |
$plot .= &line($xloc,$top,$xloc,$bottom,'888888',1); |
| |
} |
| |
# |
| |
# Put the scale on last to ensure it is on top of the data. |
| |
if ($min_x < 0 && $max_x > 0) { |
| |
my $circle_x = 5+$h_scale*abs($min_x); # '0' in data coordinates |
| |
my $r = 4; |
| |
$plot .= &line(5,$height/2,$circle_x-$r,$height/2,'000000',1); |
| |
$plot .= &circle($circle_x,$height/2,$r+1,'000000'); |
| |
$plot .= &line($circle_x+$r,$height/2,$width-5,$height/2,'000000',1); |
| |
} else { |
| |
$plot .= &line(5,$height/2,$width-5,$height/2,'000000',1); |
| |
} |
| |
$plot .= '</drawimage>'; |
| |
my $plotresult = &Apache::lonxml::xmlparse($r,'web',$plot); |
| |
my $result = '<table>'. |
| |
'<tr><td colspan="3" align="center">'. |
| |
'<font size="+2">'.&mt('Distribution of correct answers').'</font>'. |
| |
'<br />'.&mt('[_1] students, [_2] distinct correct answers', |
| |
$n,scalar(keys(%$data))). |
| |
'<br />'.&mt('Maximum number of coinciding values: [_1]',$max_y). |
| |
'</td></tr>'. |
| |
'<tr>'. |
| |
'<td valign="center">'.$min_x.'</td>'. |
| |
'<td>'.$plotresult.'</td>'. |
| |
'<td valign="center">'.$max_x.'</td>'. |
| |
'</tr>'. |
| |
'</table>'; |
| |
return $result; |
| |
} |
| |
|
| $r->print($Str); |
## |
| $Str = ''; |
## Helper subroutines for <drawimage>. |
| if($c->aborted()) { untie(%cache); return; } |
## These should probably go somewhere more suitable soon. |
| |
sub line { |
| #compute the intervals |
my ($x1,$y1,$x2,$y2,$color,$thickness) = @_; |
| &Interval($part, $problem, $interval, $analyzeData->{'concepts'}, |
return qq{<line x1="$x1" y1="$y1" x2="$x2" y2="$y2" color="$color" thickness="$thickness" />}; |
| \%ConceptData); |
} |
| |
|
| $title =~ s/\ /"_"/eg; |
|
| $Str .= '<br><b>'.$uri.'</b>'; |
|
| |
|
| $r->print($Str); |
|
| $Str = ''; |
|
| if($c->aborted()) { untie(%cache); return; } |
|
| |
|
| #Java script Progress window |
|
| for(my $index=0; $index<(scalar @$students); $index++) { |
|
| if($c->aborted()) { untie(%cache); return; } |
|
| &OpStatus($problemId, $students->[$index], \%ConceptData, |
|
| $analyzeData->{'foil_to_concept'}, $analyzeData, \%cache); |
|
| } |
|
| |
|
| $Str .= '<br>'; |
|
| for (my $k=0; $k<$interval; $k++ ) { |
|
| if($c->aborted()) { untie(%cache); return $Str; } |
|
| $Str .= &DrawGraph($k, $title, $analyzeData->{'concepts'}, |
|
| \%ConceptData); |
|
| $r->print($Str); |
|
| $Str = ''; |
|
| } |
|
| for (my $k=0; $k<$interval; $k++ ) { |
|
| if($c->aborted()) { untie(%cache); return $Str; } |
|
| $Str .= &DrawTable($k, $analyzeData->{'concepts'}, \%ConceptData); |
|
| $r->print($Str); |
|
| $Str = ''; |
|
| } |
|
| my $Answ=&Apache::lonnet::ssi($uri); |
|
| $Str .= '<br><b>Here you can see the Problem:</b><br>'.$Answ; |
|
| $Str .= '<form>'; |
|
| $r->print($Str); |
|
| |
|
| untie(%cache); |
sub text { |
| |
my ($x,$y,$color,$text,$font,$direction) = @_; |
| |
if (! defined($font) || $font !~ /^(tiny|small|medium|large|giant)$/) { |
| |
$font = 'medium'; |
| |
} |
| |
if (! defined($direction) || $direction ne 'vertical') { |
| |
$direction = ''; |
| |
} |
| |
return qq{<text x="$x" y="$y" color="$color" font="$font" direction="$direction" >$text</text>}; |
| |
} |
| |
|
| return; |
sub rectangle { |
| |
my ($x1,$y1,$x2,$y2,$color,$thickness,$filled) = @_; |
| |
return qq{<rectangle x1="$x1" y1="$y1" x2="$x2" y2="$y2" color="$color" thickness="$thickness" filled="$filled" />}; |
| } |
} |
| |
|
| #---- Problem Analysis Web Page ---------------------------------------------- |
sub arc { |
| |
my ($x,$y,$width,$height,$start,$end,$color,$thickness,$filled)=@_; |
| |
return qq{<arc x="$x" y="$y" width="$width" height="$height" start="$start" end="$end" color="$color" thickness="$thickness" filled="$filled" />}; |
| |
} |
| |
|
| sub IntervalOptions { |
sub circle { |
| my ($selectedInterval)=@_; |
my ($x,$y,$radius,$color,$thickness,$filled)=@_; |
| |
return &arc($x,$y,$radius,$radius,0,360,$color,$thickness,$filled); |
| |
} |
| |
|
| my $interval = 1; |
######################################################### |
| for(my $n=1; $n<=7; $n++) { |
######################################################### |
| if($selectedInterval == $n) { |
## |
| $interval = $n; |
## Radio Response Routines |
| |
## |
| |
######################################################### |
| |
######################################################### |
| |
sub radio_response_analysis { |
| |
my ($r,$problem,$problem_analysis,$students) = @_; |
| |
# |
| |
if ($ENV{'form.AnalyzeOver'} !~ /^(tries|time)$/) { |
| |
$r->print('Bad request'); |
| |
} |
| |
# |
| |
my ($resource,$partid,$respid) = ($problem->{'resource'}, |
| |
$problem->{'part'}, |
| |
$problem->{'respid'}); |
| |
# |
| |
my $analysis_html; |
| |
my $foildata = $problem_analysis->{'_Foils'}; |
| |
my ($table,$foils,$concepts) = &build_foil_index($problem_analysis); |
| |
if (! defined($concepts)) { |
| |
$concepts = []; |
| |
} |
| |
# |
| |
my %true_foils; |
| |
my $num_true = 0; |
| |
if (! $problem_analysis->{'answercomputed'}) { |
| |
foreach my $foil (@$foils) { |
| |
if ($foildata->{$foil}->{'value'} eq 'true') { |
| |
$true_foils{$foil}++; |
| |
} |
| } |
} |
| |
$num_true = scalar(keys(%true_foils)); |
| } |
} |
| |
# |
| |
$analysis_html .= $table; |
| |
# Gather student data |
| |
my $response_data = &Apache::loncoursedata::get_response_data |
| |
(\@Apache::lonstatistics::SelectedSections, |
| |
$Apache::lonstatistics::enrollment_status, |
| |
$resource->{'symb'},$respid); |
| |
my $correct; # either a hash reference or a scalar |
| |
if ($problem_analysis->{'answercomputed'} || scalar(@$concepts) > 1) { |
| |
# This takes a while for large classes... |
| |
&Apache::lonstathelpers::GetStudentAnswers($r,$problem,$students, |
| |
'Statistics', |
| |
'stats_status'); |
| |
foreach my $student (@$students) { |
| |
my ($idx,@remainder) = split('&',$student->{'answer'}); |
| |
my ($answer) = ($remainder[$idx]=~/^(.*)=([^=]*)$/); |
| |
$correct->{$student->{'username'}.':'.$student->{'domain'}}= |
| |
&Apache::lonnet::unescape($answer); |
| |
} |
| |
} else { |
| |
foreach my $foil (keys(%$foildata)) { |
| |
if ($foildata->{$foil}->{'value'} eq 'true') { |
| |
$correct = $foildata->{$foil}->{'name'}; |
| |
} |
| |
} |
| |
} |
| |
# |
| |
if (! defined($response_data) || ref($response_data) ne 'ARRAY' ) { |
| |
$analysis_html = '<h2>'. |
| |
&mt('There is no submission data for this resource'). |
| |
'</h2>'; |
| |
$r->print($analysis_html); |
| |
return; |
| |
} |
| |
# |
| |
$analysis_html.='<table>'; |
| |
for (my $plot_num = 1;$plot_num<=$ENV{'form.NumPlots'};$plot_num++) { |
| |
# classify data ->correct foil -> selected foil |
| |
my ($restriction_function, |
| |
$correct_foil_title,$incorrect_foil_title, |
| |
$pre_graph_text,$post_graph_text, |
| |
$no_data_text,@extra_data); |
| |
if ($ENV{'form.AnalyzeOver'} eq 'tries') { |
| |
$restriction_function = sub {($_[0]->{'tries'} == $plot_num?1:0)}; |
| |
$correct_foil_title = 'Attempt '.$plot_num; |
| |
$incorrect_foil_title = 'Attempt '.$plot_num; |
| |
$pre_graph_text = |
| |
'Attempt [_1], [_2] submissions, [_3] correct, [_4] incorrect'; |
| |
$post_graph_text = ''; |
| |
$no_data_text = 'No data exists for attempt [_1]'; |
| |
} elsif ($ENV{'form.AnalyzeOver'} eq 'time') { |
| |
my $starttime = &Apache::lonhtmlcommon::get_date_from_form |
| |
('startdate_'.$plot_num); |
| |
my $endtime = &Apache::lonhtmlcommon::get_date_from_form |
| |
('enddate_'.$plot_num); |
| |
($starttime,$endtime) = &ensure_start_end_times |
| |
($starttime,$endtime, |
| |
&get_time_from_row($response_data->[0]), |
| |
&get_time_from_row($response_data->[-1]), |
| |
$plot_num); |
| |
$pre_graph_text = |
| |
'Data from [_6] to [_7]<br /> [_2] submissions from [_5] students, [_3] correct, [_4] incorrect'; |
| |
$extra_data[0] = &Apache::lonlocal::locallocaltime($starttime); |
| |
$extra_data[1] = &Apache::lonlocal::locallocaltime($endtime); |
| |
# |
| |
$post_graph_text = |
| |
&mt('Start time: [_1]', |
| |
&Apache::lonhtmlcommon::date_setter |
| |
('Statistics','startdate_'.$plot_num,$starttime)). |
| |
'<br />'. |
| |
&mt('End time: [_1]', |
| |
&Apache::lonhtmlcommon::date_setter |
| |
('Statistics','enddate_'.$plot_num,$endtime)); |
| |
$restriction_function = |
| |
sub { |
| |
my $t = $_[0]->{'timestamp'}; |
| |
if ($t >= $starttime && $t < $endtime) { |
| |
return 1; |
| |
} else { |
| |
return 0; |
| |
} |
| |
}; |
| |
$no_data_text = 'No data for [_5] to [_6]'; |
| |
} |
| |
my $foil_choice_data = |
| |
&classify_response_data($response_data,$correct, |
| |
$restriction_function); |
| |
# &Apache::lonstathelpers::log_hash_ref($foil_choice_data); |
| |
my $answers; |
| |
if (ref($correct)) { |
| |
my %tmp; |
| |
foreach my $foil (values(%$correct)) { |
| |
$tmp{$foil}++; |
| |
} |
| |
$answers = [keys(%tmp)]; |
| |
} else { |
| |
$answers = [$correct]; |
| |
} |
| |
# Concept Plot |
| |
my $concept_plot = ''; |
| |
if (scalar(@$concepts) > 1) { |
| |
$concept_plot = &RR_concept_plot($concepts,$foil_choice_data, |
| |
'Correct Concepts'); |
| |
} |
| |
# % Choosing plot |
| |
my $choice_plot = &RR_create_percent_selected_plot |
| |
($concepts,$foils,$foil_choice_data,$correct_foil_title); |
| |
# for each correct foil, how did they mark it? (stacked bar graph) |
| |
my ($stacked_plot,$count_by_foil); |
| |
if ($problem_analysis->{'answercomputed'} || $num_true > 1) { |
| |
($stacked_plot,$count_by_foil) = |
| |
&RR_create_stacked_selection_plot($foils,$foil_choice_data, |
| |
$incorrect_foil_title, |
| |
\%true_foils); |
| |
} |
| |
# |
| |
if ($concept_plot ne '' || |
| |
$choice_plot ne '' || |
| |
$stacked_plot ne '') { |
| |
my $correct = $foil_choice_data->{'_correct'}; |
| |
if (! defined($correct) || $correct eq '') { |
| |
$correct = 0; |
| |
} |
| |
my $incorrect = |
| |
$analysis_html.= '<tr><td colspan="4" align="center">'. |
| |
'<font size="+1">'. |
| |
&mt($pre_graph_text, |
| |
$plot_num,$foil_choice_data->{'_count'}, |
| |
$correct, |
| |
$foil_choice_data->{'_count'}-$correct, |
| |
$foil_choice_data->{'_students'}, |
| |
@extra_data). |
| |
'</td></tr>'.$/; |
| |
$analysis_html.= |
| |
'<tr>'. |
| |
'<td>'.$concept_plot.'</td>'. |
| |
'<td>'.$choice_plot.'</td>'; |
| |
if ($stacked_plot ne '') { |
| |
$analysis_html .= |
| |
'<td>'.$stacked_plot.'</td>'. |
| |
'<td>'.&build_foil_key($foils,$count_by_foil).'</td>'; |
| |
} else { |
| |
$analysis_html .= ('<td></td>'x2); |
| |
} |
| |
$analysis_html.='</tr>'.$/; |
| |
if (defined($post_graph_text)) { |
| |
$analysis_html.= '<tr><td colspan="4" align="center">'. |
| |
$post_graph_text.'</td></tr>'.$/; |
| |
} |
| |
} elsif ($no_data_text ne '') { |
| |
$analysis_html.='<tr><td colspan="4" align="center">'. |
| |
&mt($no_data_text, |
| |
$plot_num,$foil_choice_data->{'_count'}, |
| |
$correct, |
| |
$foil_choice_data->{'_count'}-$correct, |
| |
@extra_data); |
| |
if (defined($post_graph_text)) { |
| |
$analysis_html.='<br />'.$post_graph_text; |
| |
} |
| |
$analysis_html.='</td></tr>'.$/; |
| |
} |
| |
} # end of loop for plots |
| |
$analysis_html.='</table>'; |
| |
$r->print($analysis_html); |
| |
} |
| |
|
| my $Ptr = '<br><b>Select number of intervals</b>'."\n". |
sub ensure_start_end_times { |
| '<select name="Interval">'."\n"; |
my ($start,$end,$first,$last,$plot_num) = @_; |
| for(my $n=1; $n<=7;$ n++) { |
if (! defined($start) || ! defined($end)) { |
| $Ptr .= '<option'; |
my $sec_in_day = 86400; |
| if($interval == $n) { |
my ($sday,$smon,$syear) = |
| $Ptr .= ' selected'; |
(localtime($last - $sec_in_day*($plot_num-1)))[3..5]; |
| |
$start = &Time::Local::timelocal(0,0,0,$sday,$smon,$syear); |
| |
$end = $start + $sec_in_day; |
| |
if ($plot_num == $ENV{'form.NumPlots'}) { |
| |
$start = $first; |
| } |
} |
| $Ptr .= '>'.$n."</option>"."\n"; |
|
| } |
} |
| $Ptr .= '</select>'."\n"; |
return ($start,$end); |
| |
} |
| |
|
| return $Ptr; |
sub RR_concept_plot { |
| |
my ($concepts,$foil_data,$title) = @_; |
| |
# |
| |
my %correct_by_concept; |
| |
my %incorrect_by_concept; |
| |
my %true; |
| |
foreach my $concept (@$concepts) { |
| |
foreach my $foil (@{$concept->{'foils'}}) { |
| |
next if (! exists($foil_data->{$foil})); |
| |
foreach my $choice (keys(%{$foil_data->{$foil}})) { |
| |
if ($choice eq $foil) { |
| |
$correct_by_concept{$concept->{'name'}} += |
| |
$foil_data->{$foil}->{$choice}; |
| |
} else { |
| |
$incorrect_by_concept{$concept->{'name'}} += |
| |
$foil_data->{$foil}->{$choice}; |
| |
|
| |
} |
| |
} |
| |
} |
| |
} |
| |
# |
| |
# need arrays for incorrect and correct because we want to use different |
| |
# colors for them |
| |
my @correct; |
| |
# |
| |
my $total =0; |
| |
for (my $i=0;$i<scalar(@$concepts);$i++) { |
| |
my $concept = $concepts->[$i]; |
| |
$correct[$i] = $correct_by_concept{$concept->{'name'}}; |
| |
$total += $correct_by_concept{$concept->{'name'}}+ |
| |
$incorrect_by_concept{$concept->{'name'}}; |
| |
} |
| |
if ($total == 0) { return ''; }; |
| |
for (my $i=0;$i<=$#correct;$i++) { |
| |
$correct[$i] = sprintf('%0f',$correct[$i]/$total*100); |
| |
} |
| |
my $xlabel = 'concept'; |
| |
my $plot= &Apache::loncommon::DrawBarGraph($title, |
| |
$xlabel, |
| |
'Percent Choosing', |
| |
100, |
| |
['#33ff00','#ff3300'], |
| |
undef, |
| |
\@correct); |
| |
return $plot; |
| } |
} |
| |
|
| sub OptionResponseTable { |
sub RR_create_percent_selected_plot { |
| my ($optionResponses,$cache)=@_; |
my ($concepts,$foils,$foil_data,$title) = @_; |
| my $Str = ''; |
# |
| $Str .= '<br><b> Option Response Problems in this course:</b>'."\n"; |
if ($foil_data->{'_count'} == 0) { return ''; }; |
| $Str .= '<br><br>'."\n"; |
my %correct_selections; |
| $Str .= "<table border=2><tr><th> \# </th><th> Problem Title </th>"; |
my %incorrect_selections; |
| $Str .= '<th> Resource </th><th> Analysis </th></tr>'."\n"; |
foreach my $foil (@$foils) { |
| |
# foil_data has format $foil_data->{true_foil}->{selected foil}=count |
| my $number=1; |
next if (! exists($foil_data->{$foil})); |
| my @optionResponses=split(':::', $optionResponses); |
while (my ($f,$count)= each(%{$foil_data->{$foil}})) { |
| my %partCount; |
if ($f eq $foil) { |
| foreach (@optionResponses) { |
$correct_selections{$foil} += $count; |
| my ($problemId, $part, undef)=split(':',$_); |
} else { |
| $partCount{$problemId.':'.$part}++; |
$incorrect_selections{$f} += $count; |
| } |
} |
| |
|
| foreach (@optionResponses) { |
|
| my ($problemId, $part, $response)=split(':',$_); |
|
| my $uri = $cache->{$problemId.':source'}; |
|
| my $title = $cache->{$problemId.':title'}; |
|
| |
|
| my $Temp = '<a href="'.$uri.'" target="_blank">'.$title.'</a>'; |
|
| $Str .= '<tr>'; |
|
| $Str .= '<td> '.$number.' </td>'; |
|
| $Str .= '<td bgcolor="#DDFFDD">'.$Temp.'</td>'; |
|
| $Str .= '<td bgcolor="#EEFFCC">'.$uri.'</td>'; |
|
| if($partCount{$problemId.':'.$part} < 2) { |
|
| $Str .= '<td><input type="submit" name="Analyze:::'; |
|
| $Str .= $problemId.':'.$part.'" value="'; |
|
| $Str .= 'Part '.$part; |
|
| $Str .= '" /></td></tr>'."\n"; |
|
| } else { |
|
| $Str .= '<td><input type="submit" name="Analyze:::'.$_.'" value="'; |
|
| $Str .= 'Part '.$part.' Response '.$response; |
|
| $Str .= '" /></td></tr>'."\n"; |
|
| } |
} |
| $number++; |
|
| } |
} |
| $Str .= '</table>'."\n"; |
# |
| |
# need arrays for incorrect and correct because we want to use different |
| |
# colors for them |
| |
my @correct; |
| |
my @incorrect; |
| |
# |
| |
my $total = $foil_data->{'_count'}; |
| |
for (my $i=0;$i<scalar(@$foils);$i++) { |
| |
my $foil = $foils->[$i]; |
| |
$correct[$i] = $correct_selections{$foil}; |
| |
$incorrect[$i] = $incorrect_selections{$foil}; |
| |
} |
| |
for (my $i=0;$i<=$#correct;$i++) { |
| |
$correct[$i] = sprintf('%2f',$correct[$i]/$total*100); |
| |
} |
| |
for (my $i=0;$i<=$#incorrect;$i++) { |
| |
$incorrect[$i] = sprintf('%2f',$incorrect[$i]/$total*100); |
| |
} |
| |
# |
| |
# Put a blank in the data sets between concepts, if there are concepts |
| |
my @labels; |
| |
if (defined($concepts) && scalar(@$concepts) > 1) { |
| |
my @new_correct; |
| |
my @new_incorrect; |
| |
my $foil_count = 0; |
| |
foreach my $concept (@$concepts) { |
| |
foreach (@{$concept->{'foils'}}) { |
| |
push(@new_correct, $correct[$foil_count]); |
| |
push(@new_incorrect,$incorrect[$foil_count]); |
| |
push(@labels,++$foil_count); |
| |
} |
| |
push(@new_correct,''); |
| |
push(@new_incorrect,''); |
| |
push(@labels,''); |
| |
} |
| |
@correct = @new_correct; |
| |
@incorrect = @new_incorrect; |
| |
} else { |
| |
@labels = (1 .. scalar(@correct)); |
| |
} |
| |
# |
| |
my $xlabel = 'foil chosen'; |
| |
my $plot= &Apache::loncommon::DrawBarGraph($title, |
| |
$xlabel, |
| |
'Percent Choosing', |
| |
100, |
| |
['#33ff00','#ff3300'], |
| |
\@labels, |
| |
\@correct, |
| |
\@incorrect); |
| |
return $plot; |
| |
} |
| |
|
| return $Str; |
sub RR_create_stacked_selection_plot { |
| |
my ($foils,$foil_data,$title,$true_foils)=@_; |
| |
# |
| |
my @dataset; # array of array refs - multicolor rows $datasets[row]->[col] |
| |
my @labels; |
| |
my $count; |
| |
my %column; # maps foil name to column in @datasets |
| |
for (my $i=0;$i<scalar(@$foils);$i++) { |
| |
my $foil = $foils->[$i]; |
| |
if (defined($true_foils) && scalar(keys(%$true_foils)) > 0 ) { |
| |
next if (! $true_foils->{$foil} ); |
| |
push(@labels,$i+1); |
| |
} else { |
| |
next if (! exists($foil_data->{$foil})); |
| |
push(@labels,$i+1); |
| |
} |
| |
next if (! exists($foil_data->{$foils->[$i]})); |
| |
$column{$foil}= $count++; |
| |
for (my $j=0;$j<scalar(@$foils);$j++) { |
| |
my $value = 0; |
| |
if ($i != $j ) { |
| |
$value += $foil_data->{$foil}->{$foils->[$j]}; |
| |
} |
| |
$dataset[$j]->[$column{$foil}]=$value; |
| |
} |
| |
} |
| |
# |
| |
return '' if (! scalar(keys(%column))); |
| |
# |
| |
my $grand_total = 0; |
| |
my %count_per_foil; |
| |
while (my ($foil,$bar) = each (%column)) { |
| |
my $bar_total = 0; |
| |
for (my $j=0;$j<scalar(@dataset);$j++) { |
| |
$bar_total += $dataset[$j]->[$bar]; |
| |
} |
| |
next if ($bar_total == 0); |
| |
for (my $j=0;$j<scalar(@dataset);$j++) { |
| |
$dataset[$j]->[$bar] = |
| |
sprintf('%2f',$dataset[$j]->[$bar]/$bar_total * 100); |
| |
} |
| |
$count_per_foil{$foil}=' ( '.$bar_total.' )'; |
| |
$grand_total += $bar_total; |
| |
} |
| |
if ($grand_total == 0) { |
| |
return ('',undef); |
| |
} |
| |
my @empty_row = (); |
| |
foreach (@{$dataset[0]}) { |
| |
push(@empty_row,0); |
| |
} |
| |
# |
| |
my $graph = &Apache::loncommon::DrawBarGraph |
| |
($title,'Correct Foil','foils chosen Incorrectly', |
| |
100,$plotcolors,\@labels,\@empty_row,@dataset); |
| |
return ($graph,\%count_per_foil); |
| } |
} |
| |
|
| #---- END Problem Analysis Web Page ------------------------------------------ |
|
| |
|
| #---- Analyze Web Page ------------------------------------------------------- |
######################################################### |
| |
######################################################### |
| |
## |
| |
## Misc routines |
| |
## |
| |
######################################################### |
| |
######################################################### |
| |
|
| |
# if $correct is a hash ref, it is assumed to be indexed by student names. |
| |
# the values are assumed to be hash refs with a key of 'answer'. |
| |
sub classify_response_data { |
| |
my ($full_row_data,$correct,$function) = @_; |
| |
my %submission_data; |
| |
my %students; |
| |
my $max=0; |
| |
foreach my $row (@$full_row_data) { |
| |
my %subm = &hashify_attempt($row); |
| |
if (ref($correct) eq 'HASH') { |
| |
$subm{'correct'} = $correct->{$subm{'student'}}; |
| |
} else { |
| |
$subm{'correct'} = $correct; |
| |
} |
| |
$subm{'submission'} =~ s/=\d+\s*$//; |
| |
if (&$function(\%subm)) { |
| |
$students{$subm{'student'}}++; |
| |
$submission_data{'_count'}++; |
| |
if (&submission_is_correct($subm{'award'})) { |
| |
$submission_data{'_correct'}++; |
| |
} |
| |
|
| |
if($max<++$submission_data{$subm{'correct'}}->{$subm{'submission'}}) { |
| |
$max=$submission_data{$subm{'correct'}}->{$subm{'submission'}}; |
| |
} |
| |
} |
| |
} |
| |
$submission_data{'_max'} = $max; |
| |
$submission_data{'_students'}=scalar(keys(%students)); |
| |
return \%submission_data; |
| |
} |
| |
|
| #restore the student submissions and finding the result |
|
| sub OpStatus { |
######################################################### |
| my ($problemID, $student, $ConceptData, $foil_to_concept, |
######################################################### |
| $analyzeData, $cache)=@_; |
## |
| |
## Option Response Routines |
| my $ids = $analyzeData->{'parts'}; |
## |
| my @True = (); |
######################################################### |
| my @False = (); |
######################################################### |
| my $flag=0; |
sub OptionResponseAnalysis { |
| |
my ($r,$problem,$problem_data,$Students) = @_; |
| my $tries=0; |
my ($resource,$respid) = ($problem->{'resource'}, |
| |
$problem->{'respid'}); |
| foreach my $id (@$ids) { |
# Note: part data is not needed. |
| my ($part, $response) = split(/\./, $id); |
my $PerformanceData = &Apache::loncoursedata::get_response_data |
| my $time=$cache->{$student.':'.$problemID.':'.$part.':timestamp'}; |
(\@Apache::lonstatistics::SelectedSections, |
| my @submissions = split(':::', $cache->{$student.':'.$problemID.':'. |
$Apache::lonstatistics::enrollment_status, |
| $part.':'.$response. |
$resource->{'symb'},$respid); |
| ':submission'}); |
if (! defined($PerformanceData) || |
| foreach my $Resp (@submissions) { |
ref($PerformanceData) ne 'ARRAY' ) { |
| my %submission=&Apache::lonnet::str2hash($Resp); |
$r->print('<h2>'. |
| foreach (keys(%submission)) { |
&mt('There is no student data for this problem.'). |
| if($submission{$_}) { |
'</h2>'); |
| my $answer = $analyzeData->{$id.'.foil.value.'.$_}; |
} else { |
| if($submission{$_} eq $answer) { |
$r->rflush(); |
| &Decide("true", $foil_to_concept->{$_}, |
if (exists($ENV{'form.ExcelOutput'})) { |
| $time, $ConceptData); |
my $result = &OR_excel_sheet($r,$resource, |
| |
$PerformanceData, |
| |
$problem_data); |
| |
$r->print($result); |
| |
$r->rflush(); |
| |
} else { |
| |
if ($ENV{'form.AnalyzeOver'} eq 'tries') { |
| |
my $analysis_html = &OR_tries_analysis($r, |
| |
$PerformanceData, |
| |
$problem_data); |
| |
$r->print($analysis_html); |
| |
$r->rflush(); |
| |
} elsif ($ENV{'form.AnalyzeOver'} eq 'time') { |
| |
my $analysis_html = &OR_time_analysis($PerformanceData, |
| |
$problem_data); |
| |
$r->print($analysis_html); |
| |
$r->rflush(); |
| |
} else { |
| |
$r->print('<h2>'. |
| |
&mt('The analysis you have selected is '. |
| |
'not supported at this time'). |
| |
'</h2>'); |
| |
} |
| |
} |
| |
} |
| |
} |
| |
|
| |
######################################################### |
| |
# |
| |
# Option Response: tries Analysis |
| |
# |
| |
######################################################### |
| |
sub OR_tries_analysis { |
| |
my ($r,$PerformanceData,$ORdata) = @_; |
| |
my $mintries = 1; |
| |
my $maxtries = $ENV{'form.NumPlots'}; |
| |
my ($table,$Foils,$Concepts) = &build_foil_index($ORdata); |
| |
if (! defined($Concepts)) { |
| |
$Concepts = []; |
| |
} |
| |
my %response_data = &OR_analyze_by_tries($r,$PerformanceData, |
| |
$mintries,$maxtries); |
| |
my $analysis = ''; |
| |
# |
| |
# Compute the data necessary to make the plots |
| |
my @foil_plot; |
| |
my @concept_data; |
| |
for (my $j=0;$j<=scalar(@$Concepts);$j++) { |
| |
my $concept = $Concepts->[$j]; |
| |
foreach my $foilid (@{$concept->{'foils'}}) { |
| |
for (my $try=$mintries;$try<=$maxtries;$try++) { |
| |
# concept analysis data |
| |
$concept_data[$j]->[$try]->{'_correct'} += |
| |
$response_data{$foilid}->[$try]->{'_correct'}; |
| |
$concept_data[$j]->[$try]->{'_total'} += |
| |
$response_data{$foilid}->[$try]->{'_total'}; |
| |
# |
| |
# foil analysis data |
| |
if ($response_data{$foilid}->[$try]->{'_total'} == 0) { |
| |
push(@{$foil_plot[$try]->{'_correct'}},0); |
| |
} else { |
| |
push(@{$foil_plot[$try]->{'_correct'}}, |
| |
100*$response_data{$foilid}->[$try]->{'_correct'}/ |
| |
$response_data{$foilid}->[$try]->{'_total'}); |
| |
} |
| |
foreach my $option (@{$ORdata->{'_Options'}}) { |
| |
push(@{$foil_plot[$try]->{'_total'}}, |
| |
$response_data{$foilid}->[$try]->{'_total'}); |
| |
if ($response_data{$foilid}->[$try]->{'_total'} == 0) { |
| |
push (@{$foil_plot[$try]->{$option}},0); |
| } else { |
} else { |
| &Decide("false", $foil_to_concept->{$_}, |
if ($response_data{$foilid}->[$try]->{'_total'} == |
| $time, $ConceptData); |
$response_data{$foilid}->[$try]->{'_correct'}) { |
| |
push(@{$foil_plot[$try]->{$option}},0); |
| |
} else { |
| |
push (@{$foil_plot[$try]->{$option}}, |
| |
100 * |
| |
$response_data{$foilid}->[$try]->{$option} / |
| |
($response_data{$foilid}->[$try]->{'_total'} |
| |
- |
| |
$response_data{$foilid}->[$try]->{'_correct'} |
| |
)); |
| |
} |
| } |
} |
| |
} # End of foreach my $option |
| |
} |
| |
} # End of foreach my $foilid |
| |
} # End of concept loops |
| |
# |
| |
# Build a table for the plots |
| |
my $analysis_html = "<br /><table>\n"; |
| |
my $optionkey = &build_option_index($ORdata); |
| |
my $num_concepts = 1; |
| |
if (defined($Concepts)) { $num_concepts = scalar(@$Concepts); } |
| |
# |
| |
for (my $try=$mintries;$try<=$maxtries;$try++) { |
| |
if (! defined($response_data{'_total'}->[$try]) || |
| |
$response_data{'_total'}->[$try] == 0) { |
| |
if ($try > 1) { |
| |
$analysis_html.= '<tr><td align="center" colspan="4"><b>'. |
| |
&mt('None of the selected students attempted the problem more than [_1] times.',$try-1). |
| |
'</b></td></tr>'; |
| |
} else { |
| |
$analysis_html.= '<tr><td colspan="4" align="center"><b>'. |
| |
&mt('None of the selected students have attempted the problem').'</b></td></tr>'; |
| |
} |
| |
last; |
| |
} |
| |
my $concept_graph=''; |
| |
if ($num_concepts > 1) { |
| |
# |
| |
# Create concept plot |
| |
my @concept_plot_data; |
| |
for (my $j=0;$j<=$#concept_data;$j++) { |
| |
my $total = $concept_data[$j]->[$try]->{'_total'}; |
| |
if ($total == 0) { |
| |
$concept_plot_data[$j] = 0; |
| |
} else { |
| |
$concept_plot_data[$j] = 100 * |
| |
sprintf('%0.3f', |
| |
$concept_data[$j]->[$try]->{'_correct'} / |
| |
$total); |
| |
} |
| |
} |
| |
# |
| |
$concept_graph = &Apache::loncommon::DrawBarGraph |
| |
('Correct Concepts','Concept Number','Percent Correct', |
| |
100,$plotcolors,undef,\@concept_plot_data,{xskip=>1}); |
| |
} |
| |
# |
| |
# Create Foil Plots |
| |
my $data_count = $response_data{'_total'}->[$try]; |
| |
my $correct = $response_data{'_correct'}->[$try]; |
| |
my @Datasets; |
| |
foreach my $option ('_correct',@{$ORdata->{'_Options'}}) { |
| |
next if (! exists($foil_plot[$try]->{$option})); |
| |
push(@Datasets,$foil_plot[$try]->{$option}); |
| |
} |
| |
# |
| |
# Put a blank in the data set between concepts |
| |
for (my $set =0;$set<=$#Datasets;$set++) { |
| |
my @Data = @{$Datasets[$set]}; |
| |
my $idx = 0; |
| |
foreach my $concept (@{$Concepts}) { |
| |
foreach my $foilid (@{$concept->{'foils'}}) { |
| |
$Datasets[$set]->[$idx++]=shift(@Data); |
| |
} |
| |
if ($concept->{'name'} ne $Concepts->[-1]->{'name'}) { |
| |
$Datasets[$set]->[$idx++] = 0; |
| } |
} |
| } |
} |
| } |
} |
| |
# |
| |
# Set up the labels needed for the bar graph |
| |
my @Labels; |
| |
my $idx = 1; |
| |
foreach my $concept (@{$Concepts}) { |
| |
foreach my $foilid (@{$concept->{'foils'}}) { |
| |
push(@Labels,$idx++); |
| |
} |
| |
push(@Labels,''); |
| |
} |
| |
# |
| |
my $correct_graph = &Apache::loncommon::DrawBarGraph |
| |
('Correct Statements','Statement','% Answered Correct', |
| |
100,$plotcolors,\@Labels,$Datasets[0],{xskip=>1}); |
| |
|
| |
# |
| |
# |
| |
next if (! defined($Datasets[0])); |
| |
for (my $i=0; $i< scalar(@{$Datasets[0]});$i++) { |
| |
$Datasets[0]->[$i]=0; |
| |
} |
| |
my $count = $response_data{'_total'}->[$try] - |
| |
$response_data{'_correct'}->[$try]; |
| |
my $incorrect_graph = &Apache::loncommon::DrawBarGraph |
| |
('Incorrect Statements','Statement','% Chosen Incorrectly', |
| |
100,$plotcolors,\@Labels,@Datasets,{xskip=>1}); |
| |
$analysis_html.= |
| |
'<tr><td colspan="4" align="center">'. |
| |
'<font size="+1">'. |
| |
&mt('Attempt [_1], [_2] submissions, [_3] correct, [_4] incorrect', |
| |
$try,$data_count,$correct,$data_count-$correct). |
| |
'</font>'.'</td></tr>'.$/. |
| |
'<tr>'. |
| |
'<td>'.$concept_graph.'</td>'. |
| |
'<td>'.$correct_graph.'</td>'. |
| |
'<td>'.$incorrect_graph.'</td>'. |
| |
'<td>'.$optionkey.'<td>'. |
| |
'</tr>'.$/; |
| |
} |
| |
$analysis_html .= "</table>\n"; |
| |
$table .= $analysis_html; |
| |
return $table; |
| |
} |
| |
|
| |
sub OR_analyze_by_tries { |
| |
my ($r,$PerformanceData,$mintries,$maxtries) = @_; |
| |
my %Trydata; |
| |
$mintries = 1 if (! defined($mintries) || $mintries < 1); |
| |
$maxtries = $mintries if (! defined($maxtries) || $maxtries < $mintries); |
| |
my @students; |
| |
foreach my $row (@$PerformanceData) { |
| |
next if (! defined($row)); |
| |
my $tries = &get_tries_from_row($row); |
| |
my %Row = &Process_OR_Row($row); |
| |
next if (! %Row); |
| |
my $student_id = $row->[&Apache::loncoursedata::RD_student_id()]; |
| |
$students[$tries]->{$student_id}++; |
| |
while (my ($foilid,$href) = each(%Row)) { |
| |
if (! ref($href)) { |
| |
$Trydata{$foilid}->[$tries] += $href; |
| |
next; |
| |
} |
| |
while (my ($option,$value) = each(%$href)) { |
| |
$Trydata{$foilid}->[$tries]->{$option}+=$value; |
| |
} |
| |
} |
| |
} |
| |
for (my $try=$mintries;$try<=$maxtries;$try++) { |
| |
$Trydata{'_studentcount'}->[$try] = scalar(keys(%{$students[$try]})); |
| } |
} |
| |
return %Trydata; |
| |
} |
| |
|
| return; |
######################################################### |
| |
# |
| |
# Option Response: Time Analysis |
| |
# |
| |
######################################################### |
| |
sub OR_time_analysis { |
| |
my ($performance_data,$ORdata) = @_; |
| |
my ($table,$Foils,$Concepts) = &build_foil_index($ORdata); |
| |
my $foilkey = &build_option_index($ORdata); |
| |
my $num_concepts = 1; |
| |
if (defined($Concepts)) { $num_concepts = scalar(@$Concepts); } |
| |
# |
| |
if ($num_concepts < 2) { |
| |
$table = '<h3>'. |
| |
&mt('Not enough data for concept analysis. '. |
| |
'Performing Foil Analysis'). |
| |
'</h3>'.$table; |
| |
} |
| |
# |
| |
my $num_plots = $ENV{'form.NumPlots'}; |
| |
my $num_data = scalar(@$performance_data)-1; |
| |
# |
| |
my $current_index; |
| |
$table .= "<table>\n"; |
| |
for (my $i=0;$i<$num_plots;$i++) { |
| |
## |
| |
my $starttime = &Apache::lonhtmlcommon::get_date_from_form |
| |
('startdate_'.$i); |
| |
my $endtime = &Apache::lonhtmlcommon::get_date_from_form |
| |
('enddate_'.$i); |
| |
if (! defined($starttime) || ! defined($endtime)) { |
| |
my $sec_in_day = 86400; |
| |
my $last_sub_time = &get_time_from_row($performance_data->[-1]); |
| |
my ($sday,$smon,$syear) = |
| |
(localtime($last_sub_time - $sec_in_day*$i))[3..5]; |
| |
$starttime = &Time::Local::timelocal(0,0,0,$sday,$smon,$syear); |
| |
$endtime = $starttime + $sec_in_day; |
| |
if ($i == ($num_plots -1 )) { |
| |
$starttime = &get_time_from_row($performance_data->[0]); |
| |
} |
| |
} |
| |
$table .= '<tr><td colspan="4" align="center"><font size="+1">'. |
| |
&mt('Data from [_1] to [_2]', |
| |
&Apache::lonlocal::locallocaltime($starttime), |
| |
&Apache::lonlocal::locallocaltime($endtime)). |
| |
'</font></td></tr>'.$/; |
| |
my $startdateform = &Apache::lonhtmlcommon::date_setter |
| |
('Statistics','startdate_'.$i,$starttime); |
| |
my $enddateform = &Apache::lonhtmlcommon::date_setter |
| |
('Statistics','enddate_'.$i,$endtime); |
| |
# |
| |
my $begin_index; |
| |
my $end_index; |
| |
my $j; |
| |
while (++$j < scalar(@$performance_data)) { |
| |
last if (&get_time_from_row($performance_data->[$j]) |
| |
> $starttime); |
| |
} |
| |
$begin_index = $j; |
| |
while ($j < scalar(@$performance_data)) { |
| |
if (&get_time_from_row($performance_data->[$j]) > $endtime) { |
| |
last; |
| |
} else { |
| |
$j++; |
| |
} |
| |
} |
| |
$end_index = $j; |
| |
## |
| |
my ($processed_time_data,$correct,$data_count,$student_count) = |
| |
&OR_time_process_data($performance_data,$begin_index,$end_index); |
| |
## |
| |
$table .= '<tr><td colspan="4" align="center"><font size="+1">'. |
| |
&mt('[_1] submissions from [_2] students, [_3] correct, [_4] incorrect', |
| |
$data_count,$student_count,$correct,$data_count-$correct). |
| |
'</font></td></tr>'.$/; |
| |
my $concept_correct_plot = ''; |
| |
if ($num_concepts > 1) { |
| |
$concept_correct_plot = |
| |
&OR_Concept_Time_Analysis($processed_time_data, |
| |
$correct,$data_count,$student_count, |
| |
$ORdata,$Concepts); |
| |
} |
| |
my ($foil_correct_plot,$foil_incorrect_plot) = |
| |
&OR_Foil_Time_Analysis($processed_time_data, |
| |
$correct,$data_count,$student_count, |
| |
$ORdata,$Foils,$Concepts); |
| |
$table .= '<tr>'. |
| |
'<td>'.$concept_correct_plot.'</td>'. |
| |
'<td>'.$foil_correct_plot.'</td>'. |
| |
'<td>'.$foil_incorrect_plot.'</td>'. |
| |
'<td align="left" valign="top">'.$foilkey.'</td></tr>'.$/; |
| |
$table .= '<tr><td colspan="4" align="center">'. |
| |
&mt('Start time: [_1]',$startdateform).'<br />'. |
| |
&mt('End time: [_1]',$enddateform).'</td></tr>'.$/; |
| |
$table.= '<tr><td colspan="4"> </td></tr>'.$/; |
| |
} |
| |
$table .= '</table>'; |
| |
# |
| |
return $table; |
| } |
} |
| |
|
| sub DrawGraph { |
sub OR_Foil_Time_Analysis { |
| my ($k,$Src,$Concepts,$ConceptData)=@_; |
my ($processed_time_data,$correct,$data_count,$student_count, |
| my $Max=0; |
$ORdata,$Foils,$Concepts) = @_; |
| my @data1; |
if ($data_count <= 0) { |
| my @data2; |
return ('<h2>'.&mt('There is no data to plot').'</h2>',''); |
| |
} |
| # Adjust Data and find the Max |
my $analysis_html; |
| for (my $n=0; $n<(scalar @$Concepts); $n++ ) { |
my @plotdata; |
| my $tmp=$Concepts->[$n]; |
my @labels; |
| $data1[$n]=$ConceptData->{$tmp.'.'.$k.'.true'}; |
foreach my $concept (@{$Concepts}) { |
| $data2[$n]=$ConceptData->{$tmp.'.'.$k.'.false'}; |
foreach my $foil (@{$concept->{'foils'}}) { |
| my $Sum=$data1[$n]+$data2[$n]; |
push(@labels,scalar(@labels)+1); |
| if($Max < $Sum) { |
my $total = $processed_time_data->{$foil}->{'_total'}; |
| $Max=$Sum; |
if ($total == 0) { |
| } |
push(@{$plotdata[0]},0); |
| } |
} else { |
| for (my $n=0; $n<(scalar @$Concepts); $n++ ) { |
push(@{$plotdata[0]}, |
| if ($data1[$n]+$data2[$n]<$Max) { |
100 * $processed_time_data->{$foil}->{'_correct'} / $total); |
| $data2[$n]+=$Max-($data1[$n]+$data2[$n]); |
} |
| } |
my $total_incorrect = $total - $processed_time_data->{$foil}->{'_correct'}; |
| } |
for (my $i=0;$i<scalar(@{$ORdata->{'_Options'}});$i++) { |
| my $P_No = (scalar @data1); |
my $option = $ORdata->{'_Options'}->[$i]; |
| |
if ($total_incorrect == 0) { |
| if($Max > 1) { |
push(@{$plotdata[$i+1]},0); |
| $Max += (10 - $Max % 10); |
} else { |
| $Max = int($Max); |
push(@{$plotdata[$i+1]}, |
| } else { |
100 * $processed_time_data->{$foil}->{$option} / $total_incorrect); |
| $Max = 1; |
} |
| |
} |
| |
} |
| |
# Put in a blank one |
| |
push(@labels,''); |
| |
push(@{$plotdata[0]},0); |
| |
for (my $i=0;$i<scalar(@{$ORdata->{'_Options'}});$i++) { |
| |
push(@{$plotdata[$i+1]},0); |
| |
} |
| } |
} |
| |
# |
| |
# Create the plot |
| |
my $correct_plot = &Apache::loncommon::DrawBarGraph('Correct Statements', |
| |
'Statement Number', |
| |
'Percent Correct', |
| |
100, |
| |
$plotcolors, |
| |
undef, |
| |
$plotdata[0], |
| |
{xskip=>1}); |
| |
for (my $j=0; $j< scalar(@{$plotdata[0]});$j++) { |
| |
$plotdata[0]->[$j]=0; |
| |
} |
| |
my $incorrect_plot = |
| |
&Apache::loncommon::DrawBarGraph('Incorrect Statements', |
| |
'Statement Number', |
| |
'Incorrect Option Choice', |
| |
100, |
| |
$plotcolors, |
| |
undef, |
| |
@plotdata,{xskip=>1}); |
| |
return ($correct_plot,$incorrect_plot); |
| |
} |
| |
|
| my $Titr=($ConceptData->{'Interval'}>1) ? $Src.'_interval_'.($k+1) : $Src; |
sub OR_Concept_Time_Analysis { |
| # $GData=$Titr.'&Concepts'.'&'.'Answers'.'&'.$Max.'&'.$P_No.'&'.$data1.'&'.$data2; |
my ($processed_time_data,$correct,$data_count,$student_count, |
| my $GData = ''; |
$ORdata,$Concepts) = @_; |
| $GData = $Titr.'&Concepts&Answers&'.$Max.'&'.$P_No.'&'; |
return '' if ($data_count == 0); |
| $GData .= (join(',',@data1)).'&'.(join(',',@data2)); |
# |
| |
# Put the data in plottable form |
| return '<IMG src="/cgi-bin/graph.gif?'.$GData.'" border=1/>'; |
my @plotdata; |
| } |
foreach my $concept (@$Concepts) { |
| |
my ($total,$correct); |
| sub DrawTable { |
foreach my $foil (@{$concept->{'foils'}}) { |
| my ($k,$Concepts,$ConceptData)=@_; |
$total += $processed_time_data->{$foil}->{'_total'}; |
| my $Max=0; |
$correct += $processed_time_data->{$foil}->{'_correct'}; |
| my @data1; |
} |
| my @data2; |
if ($total == 0) { |
| my $Correct=0; |
push(@plotdata,0); |
| my $Wrong=0; |
} else { |
| for(my $n=0; $n<(scalar @$Concepts); $n++ ) { |
push(@plotdata,100 * $correct / $total); |
| 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; $n<(scalar @$Concepts); $n++ ) { |
|
| if ($data1[$n]+$data2[$n]<$Max) { |
|
| $data2[$n]+=$Max-($data1[$n]+$data2[$n]); |
|
| } |
|
| } |
} |
| my $P_No = (scalar @data1); |
# |
| my $Str = ''; |
# Create the plot |
| # $Str .= '<br><b>From: ['.localtime($ConceptData->{'Int.'.($k-1)}); |
return &Apache::loncommon::DrawBarGraph('Correct Concepts', |
| # $Str .= '] To: ['.localtime($ConceptData->{"Int.$k"}).']</b>'; |
'Concept Number', |
| $Str .= "\n".'<table border=2>'. |
'Percent Correct', |
| "\n".'<tr>'. |
100, |
| "\n".'<th> # </th>'. |
$plotcolors, |
| "\n".'<th> Concept </th>'. |
undef, |
| "\n".'<th> Correct </th>'. |
\@plotdata,{xskip=>1}); |
| "\n".'<th> Wrong </th>'. |
} |
| "\n".'</tr>'; |
|
| |
|
| for(my $n=0; $n<(scalar @$Concepts); $n++ ) { |
|
| $Str .= '<tr>'."\n"; |
|
| $Str .= '<td>'.($n+1).'</td>'."\n"; |
|
| my ($currentConcept) = split('::',$Concepts->[$n]); |
|
| $Str .= '<td bgcolor="EEFFCC">'.$currentConcept; |
|
| $Str .= '</td>'."\n"; |
|
| $Str .= '<td bgcolor="DDFFDD">'.$data1[$n].'</td>'."\n"; |
|
| $Str .= '<td bgcolor="FFDDDD">'.$data2[$n].'</td>'."\n"; |
|
| $Str .= '</tr>'."\n"; |
|
| } |
|
| $Str .= '<td></td><td><b>From:['.localtime($ConceptData->{'Int.'.$k}); |
|
| $Str .= '] To: ['.localtime($ConceptData->{'Int.'.($k+1)}-1); |
|
| $Str .= ']</b></td><td>'.$Correct.'</td><td>'.$Wrong.'</td>'; |
|
| $Str .= '</table>'."\n"; |
|
| |
|
| return $Str; |
sub OR_time_process_data { |
| #$Apache::lonxml::debug=1; |
my ($performance_data,$begin_index,$end_index)=@_; |
| #&Apache::lonhomework::showhash(%ConceptData); |
my %processed_time_data; |
| #$Apache::lonxml::debug=0; |
my %distinct_students; |
| } |
my ($correct,$data_count); |
| |
if (($begin_index == $end_index) && |
| #---- END Analyze Web Page ---------------------------------------------- |
($end_index != scalar(@$performance_data)-1)) { |
| |
return undef; |
| sub Decide { |
} |
| #deciding the true or false answer belongs to each interval |
# Be sure we include the last one if we are asked for it. |
| my ($type,$concept,$time,$ConceptData)=@_; |
# That we have to correct here (and not when $end_index is |
| my $k=0; |
# given a value) should probably be considered a bug. |
| while($time > $ConceptData->{'Int.'.($k+1)} && |
if ($end_index == scalar(@$performance_data)-1) { |
| $k < $ConceptData->{'Interval'}) { |
$end_index++; |
| $k++; |
} |
| |
my $count; |
| |
for (my $i=$begin_index;$i<$end_index;$i++) { |
| |
my $attempt = $performance_data->[$i]; |
| |
$count++; |
| |
next if (! defined($attempt)); |
| |
my %attempt = &Process_OR_Row($attempt); |
| |
$data_count++; |
| |
$correct += $attempt{'_correct'}; |
| |
$distinct_students{$attempt->[&Apache::loncoursedata::RD_student_id()]}++; |
| |
while (my ($foilid,$href) = each(%attempt)) { |
| |
if (! ref($href)) { |
| |
$processed_time_data{$foilid} += $href; |
| |
next; |
| |
} |
| |
while (my ($option,$value) = each(%$href)) { |
| |
$processed_time_data{$foilid}->{$option}+=$value; |
| |
} |
| |
} |
| |
} |
| |
return (\%processed_time_data,$correct,$data_count, |
| |
scalar(keys(%distinct_students))); |
| |
} |
| |
|
| |
######################################################### |
| |
######################################################### |
| |
## |
| |
## Excel output |
| |
## |
| |
######################################################### |
| |
######################################################### |
| |
sub build_student_data_worksheet { |
| |
my ($workbook,$format) = @_; |
| |
my $rows_output = 3; |
| |
my $cols_output = 0; |
| |
my $worksheet = $workbook->addworksheet('Student Data'); |
| |
$worksheet->write($rows_output++,0,'Student Data',$format->{'h3'}); |
| |
my @Headers = ('full name','username','domain','section', |
| |
"student\nnumber",'identifier'); |
| |
$worksheet->write_row($rows_output++,0,\@Headers,$format->{'header'}); |
| |
my @Students = @Apache::lonstatistics::Students; |
| |
my $studentrows = &Apache::loncoursedata::get_student_data(\@Students); |
| |
my %ids; |
| |
foreach my $row (@$studentrows) { |
| |
my ($mysqlid,$student) = @$row; |
| |
$ids{$student}=$mysqlid; |
| |
} |
| |
foreach my $student (@Students) { |
| |
my $name_domain = $student->{'username'}.':'.$student->{'domain'}; |
| |
$worksheet->write_row($rows_output++,0, |
| |
[$student->{'fullname'}, |
| |
$student->{'username'},$student->{'domain'}, |
| |
$student->{'section'},$student->{'id'}, |
| |
$ids{$name_domain}]); |
| } |
} |
| $ConceptData->{$concept.'.'.$k.'.'.$type}++; |
return $worksheet; |
| |
} |
| |
|
| |
sub OR_excel_sheet { |
| |
my ($r,$resource,$performance_data,$ORdata) = @_; |
| |
my $response = ''; |
| |
my (undef,$Foils,$Concepts) = &build_foil_index($ORdata); |
| |
# |
| |
# Create excel worksheet |
| |
my $filename = '/prtspool/'. |
| |
$ENV{'user.name'}.'_'.$ENV{'user.domain'}.'_'. |
| |
time.'_'.rand(1000000000).'.xls'; |
| |
my $workbook = Spreadsheet::WriteExcel->new('/home/httpd'.$filename); |
| |
if (! defined($workbook)) { |
| |
$r->log_error("Error creating excel spreadsheet $filename: $!"); |
| |
$r->print('<p>'.&mt("Unable to create new Excel file. ". |
| |
"This error has been logged. ". |
| |
"Please alert your LON-CAPA administrator"). |
| |
'</p>'); |
| |
return undef; |
| |
} |
| |
# |
| |
$workbook->set_tempdir('/home/httpd/perl/tmp'); |
| |
my $format = &Apache::loncommon::define_excel_formats($workbook); |
| |
# |
| |
# Create and populate main worksheets |
| |
my $problem_data_sheet = $workbook->addworksheet('Problem Data'); |
| |
my $student_data_sheet = &build_student_data_worksheet($workbook,$format); |
| |
my $response_data_sheet = $workbook->addworksheet('Response Data'); |
| |
foreach my $sheet ($problem_data_sheet,$student_data_sheet, |
| |
$response_data_sheet) { |
| |
$sheet->write(0,0,$resource->{'title'},$format->{'h2'}); |
| |
$sheet->write(1,0,$resource->{'src'},$format->{'h3'}); |
| |
} |
| |
# |
| |
my $result; |
| |
$result = &OR_build_problem_data_worksheet($problem_data_sheet,$format, |
| |
$Concepts,$ORdata); |
| |
if ($result ne 'okay') { |
| |
# Do something useful |
| |
} |
| |
$result = &OR_build_response_data_worksheet($response_data_sheet,$format, |
| |
$performance_data,$Foils, |
| |
$ORdata); |
| |
if ($result ne 'okay') { |
| |
# Do something useful |
| |
} |
| |
$response_data_sheet->activate(); |
| |
# |
| |
# Close the excel file |
| |
$workbook->close(); |
| |
# |
| |
# Write a link to allow them to download it |
| |
$result .= '<h2>'.&mt('Excel Raw Data Output').'</h2>'. |
| |
'<p><a href="'.$filename.'">'. |
| |
&mt('Your Excel spreadsheet.'). |
| |
'</a></p>'."\n"; |
| |
return $result; |
| |
} |
| |
|
| |
sub OR_build_problem_data_worksheet { |
| |
my ($worksheet,$format,$Concepts,$ORdata) = @_; |
| |
my $rows_output = 3; |
| |
my $cols_output = 0; |
| |
$worksheet->write($rows_output++,0,'Problem Structure',$format->{'h3'}); |
| |
## |
| |
## |
| |
my @Headers; |
| |
if (@$Concepts > 1) { |
| |
@Headers = ("Concept\nNumber",'Concept',"Foil\nNumber", |
| |
'Foil Name','Foil Text','Correct value'); |
| |
} else { |
| |
@Headers = ('Foil Number','FoilName','Foil Text','Correct value'); |
| |
} |
| |
$worksheet->write_row($rows_output++,0,\@Headers,$format->{'header'}); |
| |
my %Foildata = %{$ORdata->{'_Foils'}}; |
| |
my $conceptindex = 1; |
| |
my $foilindex = 1; |
| |
foreach my $concept (@$Concepts) { |
| |
my @FoilsInConcept = @{$concept->{'foils'}}; |
| |
my $firstfoil = shift(@FoilsInConcept); |
| |
if (@$Concepts > 1) { |
| |
$worksheet->write_row($rows_output++,0, |
| |
[$conceptindex, |
| |
$concept->{'name'}, |
| |
$foilindex++, |
| |
$Foildata{$firstfoil}->{'name'}, |
| |
$Foildata{$firstfoil}->{'text'}, |
| |
$Foildata{$firstfoil}->{'value'},]); |
| |
} else { |
| |
$worksheet->write_row($rows_output++,0, |
| |
[ $foilindex++, |
| |
$Foildata{$firstfoil}->{'name'}, |
| |
$Foildata{$firstfoil}->{'text'}, |
| |
$Foildata{$firstfoil}->{'value'},]); |
| |
} |
| |
foreach my $foilid (@FoilsInConcept) { |
| |
if (@$Concepts > 1) { |
| |
$worksheet->write_row($rows_output++,0, |
| |
['', |
| |
'', |
| |
$foilindex, |
| |
$Foildata{$foilid}->{'name'}, |
| |
$Foildata{$foilid}->{'text'}, |
| |
$Foildata{$foilid}->{'value'},]); |
| |
} else { |
| |
$worksheet->write_row($rows_output++,0, |
| |
[$foilindex, |
| |
$Foildata{$foilid}->{'name'}, |
| |
$Foildata{$foilid}->{'text'}, |
| |
$Foildata{$foilid}->{'value'},]); |
| |
} |
| |
} continue { |
| |
$foilindex++; |
| |
} |
| |
} continue { |
| |
$conceptindex++; |
| |
} |
| |
$rows_output++; |
| |
$rows_output++; |
| |
## |
| |
## Option data output |
| |
$worksheet->write($rows_output++,0,'Options',$format->{'header'}); |
| |
foreach my $string (@{$ORdata->{'_Options'}}) { |
| |
$worksheet->write($rows_output++,0,$string); |
| |
} |
| |
return 'okay'; |
| |
} |
| |
|
| |
sub OR_build_response_data_worksheet { |
| |
my ($worksheet,$format,$performance_data,$Foils,$ORdata)=@_; |
| |
my $rows_output = 3; |
| |
my $cols_output = 0; |
| |
$worksheet->write($rows_output++,0,'Response Data',$format->{'h3'}); |
| |
$worksheet->set_column(1,1,20); |
| |
$worksheet->set_column(2,2,13); |
| |
my @Headers = ('identifier','time','award detail','attempt'); |
| |
foreach my $foil (@$Foils) { |
| |
push (@Headers,$foil.' submission'); |
| |
push (@Headers,$foil.' grading'); |
| |
} |
| |
$worksheet->write_row($rows_output++,0,\@Headers,$format->{'header'}); |
| |
# |
| |
foreach my $row (@$performance_data) { |
| |
next if (! defined($row)); |
| |
my ($student,$award,$grading,$submission,$time,$tries) = @$row; |
| |
my @Foilgrades = split('&',$grading); |
| |
my @Foilsubs = split('&',$submission); |
| |
my %response_data; |
| |
for (my $j=0;$j<=$#Foilgrades;$j++) { |
| |
my ($foilid,$correct) = split('=',$Foilgrades[$j]); |
| |
my (undef,$submission) = split('=',$Foilsubs[$j]); |
| |
$submission = &Apache::lonnet::unescape($submission); |
| |
$foilid = &Apache::lonnet::unescape($foilid); |
| |
$response_data{$foilid.' submission'}=$submission; |
| |
$response_data{$foilid.' award'}=$correct; |
| |
} |
| |
$worksheet->write($rows_output,$cols_output++,$student); |
| |
$worksheet->write($rows_output,$cols_output++, |
| |
&Apache::lonstathelpers::calc_serial($time),$format->{'date'}); |
| |
$worksheet->write($rows_output,$cols_output++,$award); |
| |
$worksheet->write($rows_output,$cols_output++,$tries); |
| |
foreach my $foilid (@$Foils) { |
| |
$worksheet->write($rows_output,$cols_output++, |
| |
$response_data{$foilid.' submission'}); |
| |
$worksheet->write($rows_output,$cols_output++, |
| |
$response_data{$foilid.' award'}); |
| |
} |
| |
$rows_output++; |
| |
$cols_output = 0; |
| |
} |
| return; |
return; |
| } |
} |
| |
|
| sub InitAnalysis { |
sub build_foil_index { |
| my ($uri,$part,$responseId,$problem,$student,$courseID)=@_; |
my ($ORdata) = @_; |
| my ($name,$domain)=split(/\:/,$student); |
return if (! exists($ORdata->{'_Foils'})); |
| |
my %Foildata = %{$ORdata->{'_Foils'}}; |
| my %analyzeData; |
my @Foils = sort(keys(%Foildata)); |
| # Render the student's view of the problem. $Answ is the problem |
my %Concepts; |
| # Stringafied |
foreach my $foilid (@Foils) { |
| my $Answ=&Apache::lonnet::ssi($uri,('grade_target' => 'analyze', |
push(@{$Concepts{$Foildata{$foilid}->{'_Concept'}}}, |
| 'grade_username' => $name, |
$foilid); |
| 'grade_domain' => $domain, |
} |
| 'grade_courseid' => $courseID, |
undef(@Foils); |
| 'grade_symb' => $problem)); |
# Having gathered the concept information in a hash, we now translate it |
| my ($a)=&Apache::lonnet::str2hashref($Answ); |
# into an array because we need to be consistent about order. |
| my %b; |
# Also put the foils in order, too. |
| foreach (keys(%$a)) { |
my $sortfunction = sub { |
| $b{&Apache::lonnet::unescape($_)} = $a->{$_}; |
my %Numbers = (one => 1, |
| } |
two => 2, |
| my $Answer=\%b; |
three => 3, |
| |
four => 4, |
| my $found = 0; |
five => 5, |
| my @parts=(); |
six => 6, |
| if(defined($responseId)) { |
seven => 7, |
| foreach (@{$Answer->{'parts'}}) { |
eight => 8, |
| if($_ eq $part.'.'.$responseId) { |
nine => 9, |
| push(@parts, $_); |
ten => 10,); |
| $found = 1; |
my $a1 = lc($a); |
| last; |
my $b1 = lc($b); |
| } |
if (exists($Numbers{$a1})) { |
| |
$a1 = $Numbers{$a1}; |
| } |
} |
| |
if (exists($Numbers{$b1})) { |
| |
$b1 = $Numbers{$b1}; |
| |
} |
| |
if (($a1 =~/^\d+$/) && ($b1 =~/^\d+$/)) { |
| |
return $a1 <=> $b1; |
| |
} else { |
| |
return $a1 cmp $b1; |
| |
} |
| |
}; |
| |
my @Concepts; |
| |
foreach my $concept (sort $sortfunction (keys(%Concepts))) { |
| |
if (! defined($Concepts{$concept})) { |
| |
$Concepts{$concept}=[]; |
| |
# next; |
| |
} |
| |
push(@Concepts,{ name => $concept, |
| |
foils => [@{$Concepts{$concept}}]}); |
| |
push(@Foils,(@{$Concepts{$concept}})); |
| |
} |
| |
# |
| |
# Build up the table of row labels. |
| |
my $table = '<table border="1" >'."\n"; |
| |
if (@Concepts > 1) { |
| |
$table .= '<tr>'. |
| |
'<th>'.&mt('Concept Number').'</th>'. |
| |
'<th>'.&mt('Concept').'</th>'. |
| |
'<th>'.&mt('Foil Number').'</th>'. |
| |
'<th>'.&mt('Foil Name').'</th>'. |
| |
'<th>'.&mt('Foil Text').'</th>'. |
| |
'<th>'.&mt('Correct Value').'</th>'. |
| |
"</tr>\n"; |
| } else { |
} else { |
| foreach (@{$Answer->{'parts'}}) { |
$table .= '<tr>'. |
| if($_ =~ /$part/) { |
'<th>'.&mt('Foil Number').'</th>'. |
| push(@parts, $_); |
'<th>'.&mt('Foil Name').'</th>'. |
| $found = 1; |
'<th>'.&mt('Foil Text').'</th>'. |
| last; |
'<th>'.&mt('Correct Value').'</th>'. |
| } |
"</tr>\n"; |
| |
} |
| |
my $conceptindex = 1; |
| |
my $foilindex = 1; |
| |
foreach my $concept (@Concepts) { |
| |
my @FoilsInConcept = @{$concept->{'foils'}}; |
| |
my $firstfoil = shift(@FoilsInConcept); |
| |
if (@Concepts > 1) { |
| |
$table .= '<tr>'. |
| |
'<td>'.$conceptindex.'</td>'. |
| |
'<td>'.&HTML::Entities::encode($concept->{'name'},'<>&"').'</td>'. |
| |
'<td>'.$foilindex++.'</td>'. |
| |
'<td>'.&HTML::Entities::encode($Foildata{$firstfoil}->{'name'},'<>&"').'</td>'. |
| |
'<td>'.$Foildata{$firstfoil}->{'text'}.'</td>'. |
| |
'<td>'.&HTML::Entities::encode($Foildata{$firstfoil}->{'value'},'<>&"').'</td>'. |
| |
"</tr>\n"; |
| |
} else { |
| |
$table .= '<tr>'. |
| |
'<td>'.$foilindex++.'</td>'. |
| |
'<td>'.&HTML::Entities::encode($Foildata{$firstfoil}->{'name'},'<>&"').'</td>'. |
| |
'<td>'.$Foildata{$firstfoil}->{'text'}.'</td>'. |
| |
'<td>'.&HTML::Entities::encode($Foildata{$firstfoil}->{'value'},'<>&"').'</td>'. |
| |
"</tr>\n"; |
| } |
} |
| |
foreach my $foilid (@FoilsInConcept) { |
| |
if (@Concepts > 1) { |
| |
$table .= '<tr>'. |
| |
'<td></td>'. |
| |
'<td></td>'. |
| |
'<td>'.$foilindex.'</td>'. |
| |
'<td>'.&HTML::Entities::encode($Foildata{$foilid}->{'name'},'<>&"').'</td>'. |
| |
'<td>'.$Foildata{$foilid}->{'text'}.'</td>'. |
| |
'<td>'.&HTML::Entities::encode($Foildata{$foilid}->{'value'},'<>&"').'</td>'. |
| |
"</tr>\n"; |
| |
} else { |
| |
$table .= '<tr>'. |
| |
'<td>'.$foilindex.'</td>'. |
| |
'<td>'.&HTML::Entities::encode($Foildata{$foilid}->{'name'},'<>&"').'</td>'. |
| |
'<td>'.$Foildata{$foilid}->{'text'}.'</td>'. |
| |
'<td>'.&HTML::Entities::encode($Foildata{$foilid}->{'value'},'<>&"').'</td>'. |
| |
"</tr>\n"; |
| |
} |
| |
} continue { |
| |
$foilindex++; |
| |
} |
| |
} continue { |
| |
$conceptindex++; |
| } |
} |
| |
$table .= "</table>\n"; |
| |
# |
| |
# Build option index with color stuff |
| |
return ($table,\@Foils,\@Concepts); |
| |
} |
| |
|
| if($found == 0) { |
sub build_option_index { |
| $analyzeData{'error'} = 'No parts matching selected values'; |
my ($ORdata)= @_; |
| return \%analyzeData; |
my $table = "<table>\n"; |
| } |
my $optionindex = 0; |
| |
my @Rows; |
| my @Concepts=(); |
foreach my $option (&mt('correct option chosen'),@{$ORdata->{'_Options'}}) { |
| my %foil_to_concept; |
my $color = $plotcolors->[$optionindex++]; |
| foreach my $currentPart (@parts) { |
push (@Rows, |
| if(defined($Answer->{$currentPart.'.concepts'})) { |
'<tr>'. |
| foreach my $concept (@{$Answer->{$currentPart.'.concepts'}}) { |
'<td bgcolor="'.$color.'">'. |
| push(@Concepts, $concept); |
'<font color="'.$color.'">'.('*'x3).'</font>'.'</td>'. |
| foreach my $foil (@{$Answer->{$currentPart.'.concept.'. |
'<td>'.&HTML::Entities::encode($option,'<>&"').'</td>'. |
| $concept}}) { |
"</tr>\n"); |
| $analyzeData{$currentPart.'.foil.value.'.$foil} = |
} |
| $Answer->{$currentPart.'.foil.value.'.$foil}; |
shift(@Rows); # Throw away 'correct option chosen' color |
| $foil_to_concept{$foil} = $concept; |
$table .= join('',reverse(@Rows)); |
| } |
$table .= "</table>\n"; |
| } |
} |
| |
|
| |
sub build_foil_key { |
| |
my ($foils,$extra_data)= @_; |
| |
if (! defined($extra_data)) { $extra_data = {}; } |
| |
my $table = "<table>\n"; |
| |
my $foil_index = 0; |
| |
my @rows; |
| |
foreach my $foil (&mt('correct foil chosen'),@{$foils}) { |
| |
my $color = $plotcolors->[$foil_index++]; |
| |
push (@rows, |
| |
'<tr>'. |
| |
'<td bgcolor="'.$color.'" class="key">'. |
| |
'<font color="'.$color.'">'.('*'x4).'</font></td>'. |
| |
'<td>'.&HTML::Entities::encode($foil,'<>&"'). |
| |
(' 'x2).$extra_data->{$foil}.'</td>'. |
| |
"</tr>\n"); |
| |
} |
| |
shift(@rows); # Throw away 'correct foil chosen' color |
| |
$table .= join('',reverse(@rows)); |
| |
$table .= "</table>\n"; |
| |
} |
| |
|
| |
######################################################### |
| |
######################################################### |
| |
## |
| |
## Generic Interface Routines |
| |
## |
| |
######################################################### |
| |
######################################################### |
| |
sub CreateInterface { |
| |
## |
| |
## Environment variable initialization |
| |
if (! exists$ENV{'form.AnalyzeOver'}) { |
| |
$ENV{'form.AnalyzeOver'} = 'tries'; |
| |
} |
| |
## |
| |
## Build the menu |
| |
my $Str = ''; |
| |
$Str .= &Apache::lonhtmlcommon::breadcrumbs |
| |
(undef,'Detailed Problem Analysis'); |
| |
$Str .= '<table cellspacing="5">'."\n"; |
| |
$Str .= '<tr>'; |
| |
$Str .= '<td align="center"><b>'.&mt('Sections').'</b></td>'; |
| |
$Str .= '<td align="center"><b>'.&mt('Enrollment Status').'</b></td>'; |
| |
# $Str .= '<td align="center"><b>'.&mt('Sequences and Folders').'</b></td>'; |
| |
$Str .= '<td align="center"> </td>'; |
| |
$Str .= '</tr>'."\n"; |
| |
## |
| |
## |
| |
$Str .= '<tr><td align="center">'."\n"; |
| |
$Str .= &Apache::lonstatistics::SectionSelect('Section','multiple',5); |
| |
$Str .= '</td>'; |
| |
# |
| |
$Str .= '<td align="center">'; |
| |
$Str .= &Apache::lonhtmlcommon::StatusOptions(undef,undef,5); |
| |
$Str .= '</td>'; |
| |
# |
| |
# $Str .= '<td align="center">'; |
| |
my $only_seq_with_assessments = sub { |
| |
my $s=shift; |
| |
if ($s->{'num_assess'} < 1) { |
| |
return 0; |
| |
} else { |
| |
return 1; |
| |
} |
| |
}; |
| |
&Apache::lonstatistics::MapSelect('Maps','multiple,all',5, |
| |
$only_seq_with_assessments); |
| |
## |
| |
## |
| |
$Str .= '<td>'; |
| |
## |
| |
my $showprob_checkbox = |
| |
'<input type="checkbox" name="show_prob" value="true" '; |
| |
if ($ENV{'form.show_prob'} eq 'true') { |
| |
$showprob_checkbox .= 'checked '; |
| |
} |
| |
$showprob_checkbox.= ' />'; |
| |
$Str.= '<nobr><label>'. |
| |
&mt('Show problem [_1]',$showprob_checkbox). |
| |
'</label></nobr><br />'; |
| |
## |
| |
my $analyze_selector = '<select name="AnalyzeOver" >'; |
| |
$analyze_selector .= '<option value="tries" '; |
| |
if (! exists($ENV{'form.AnalyzeOver'}) || |
| |
$ENV{'form.AnalyzeOver'} eq 'tries'){ |
| |
# Default to tries |
| |
$analyze_selector .= ' selected '; |
| |
} |
| |
$analyze_selector .= '>'.&mt('Tries').'</option>'; |
| |
$analyze_selector .= '<option value="time" '; |
| |
$analyze_selector .= ' selected ' if ($ENV{'form.AnalyzeOver'} eq 'time'); |
| |
$analyze_selector .= '>'.&mt('Time').'</option>'; |
| |
$analyze_selector .= '</select>'; |
| |
$Str .= '<nobr><label>'. |
| |
&mt('Analyze Over [_1] [_2]', |
| |
$analyze_selector, |
| |
&Apache::loncommon::help_open_topic('Analysis_Analyze_Over')). |
| |
'</label></nobr><br />'.$/; |
| |
## |
| |
my $numplots_selector = '<select name="NumPlots">'; |
| |
if (! exists($ENV{'form.NumPlots'}) |
| |
|| $ENV{'form.NumPlots'} < 1 |
| |
|| $ENV{'form.NumPlots'} > 20) { |
| |
$ENV{'form.NumPlots'} = 5; |
| |
} |
| |
foreach my $i (1,2,3,4,5,6,7,8,10,15,20) { |
| |
$numplots_selector .= '<option value="'.$i.'" '; |
| |
if ($ENV{'form.NumPlots'} == $i) { $numplots_selector.=' selected '; } |
| |
$numplots_selector .= '>'.$i.'</option>'; |
| |
} |
| |
$numplots_selector .= '</select></nobr><br />'; |
| |
$Str .= '<nobr><label>'.&mt('Number of Plots [_1]',$numplots_selector). |
| |
'</label></nobr>'; |
| |
## |
| |
$Str .= '<nobr><label>'.&mt('Status: [_1]', |
| |
'<input type="text" '. |
| |
'name="stats_status" size="60" value="" />' |
| |
). |
| |
'</label></nobr>'; |
| |
$Str .= '</td>'; |
| |
## |
| |
## |
| |
$Str .= '</tr>'."\n"; |
| |
$Str .= '</table>'."\n"; |
| |
return $Str; |
| |
} |
| |
|
| |
######################################################### |
| |
######################################################### |
| |
## |
| |
## Misc Option Response functions |
| |
## |
| |
######################################################### |
| |
######################################################### |
| |
sub get_time_from_row { |
| |
my ($row) = @_; |
| |
if (ref($row)) { |
| |
return $row->[&Apache::loncoursedata::RD_timestamp()]; |
| |
} |
| |
return undef; |
| |
} |
| |
|
| |
sub get_tries_from_row { |
| |
my ($row) = @_; |
| |
if (ref($row)) { |
| |
return $row->[&Apache::loncoursedata::RD_tries()]; |
| |
} |
| |
return undef; |
| |
} |
| |
|
| |
sub hashify_attempt { |
| |
my ($row) = @_; |
| |
my %attempt; |
| |
$attempt{'student'} = $row->[&Apache::loncoursedata::RD_sname()]; |
| |
$attempt{'tries'} = $row->[&Apache::loncoursedata::RD_tries()]; |
| |
$attempt{'submission'} = &Apache::lonnet::unescape($row->[&Apache::loncoursedata::RD_submission()]); |
| |
$attempt{'award'} = $row->[&Apache::loncoursedata::RD_awarddetail()]; |
| |
$attempt{'timestamp'} = $row->[&Apache::loncoursedata::RD_timestamp()]; |
| |
return %attempt; |
| |
} |
| |
|
| |
sub Process_OR_Row { |
| |
my ($row) = @_; |
| |
my %RowData; |
| |
# my $student_id = $row->[&Apache::loncoursedata::RD_student_id()]; |
| |
my $award = $row->[&Apache::loncoursedata::RD_awarddetail()]; |
| |
my $grading = $row->[&Apache::loncoursedata::RD_response_eval()]; |
| |
my $submission = $row->[&Apache::loncoursedata::RD_submission()]; |
| |
my $time = $row->[&Apache::loncoursedata::RD_timestamp()]; |
| |
# my $tries = $row->[&Apache::loncoursedata::RD_tries()]; |
| |
return undef if ($award eq 'MISSING_ANSWER'); |
| |
if (&submission_is_correct($award)) { |
| |
$RowData{'_correct'} = 1; |
| |
} |
| |
$RowData{'_total'} = 1; |
| |
my @Foilgrades = split('&',$grading); |
| |
my @Foilsubs = split('&',$submission); |
| |
for (my $j=0;$j<=$#Foilgrades;$j++) { |
| |
my ($foilid,$correct) = split('=',$Foilgrades[$j]); |
| |
$foilid = &Apache::lonnet::unescape($foilid); |
| |
my (undef,$submission) = split('=',$Foilsubs[$j]); |
| |
if ($correct) { |
| |
$RowData{$foilid}->{'_correct'}++; |
| } else { |
} else { |
| foreach (keys(%$Answer)) { |
$submission = &Apache::lonnet::unescape($submission); |
| if(/$currentPart.foil\.value\.(.*)$/) { |
$RowData{$foilid}->{$submission}++; |
| push(@Concepts, $1); |
|
| $foil_to_concept{$1} = $1; |
|
| $analyzeData{$currentPart.'.foil.value.'.$1} = |
|
| $Answer->{$currentPart.'.foil.value.'.$1}; |
|
| } |
|
| } |
|
| } |
} |
| |
$RowData{$foilid}->{'_total'}++; |
| } |
} |
| |
return %RowData; |
| |
} |
| |
|
| $analyzeData{'parts'} = \@parts; |
sub submission_is_correct { |
| $analyzeData{'concepts'} = \@Concepts; |
my ($award) = @_; |
| $analyzeData{'foil_to_concept'} = \%foil_to_concept; |
if ($award =~ /(APPROX_ANS|EXACT_ANS)/) { |
| |
return 1; |
| return \%analyzeData; |
} else { |
| } |
return 0; |
| |
|
| sub Interval { |
|
| my ($part,$symb,$interval,$Concepts,$ConceptData)=@_; |
|
| my $Int=$interval; |
|
| my $due = &Apache::lonnet::EXT('resource.'.$part.'.duedate',$symb); |
|
| 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; $n<(scalar @$Concepts); $n++ ) { |
|
| my $tmp=$Concepts->[$n]; |
|
| $ConceptData->{$tmp.'.'.$i.'.true'}=0; |
|
| $ConceptData->{$tmp.'.'.$i.'.false'}=0; |
|
| } |
|
| } |
} |
| } |
} |
| |
|
| 1; |
1; |
| |
|
| __END__ |
__END__ |
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