File:  [LON-CAPA] / loncom / interface / statistics / lonproblemanalysis.pm
Revision 1.40: download - view: text, annotated - select for diffs
Thu Oct 16 13:23:13 2003 UTC (20 years, 8 months ago) by matthew
Branches: MAIN
CVS tags: HEAD
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    1: # The LearningOnline Network with CAPA
    2: #
    3: 
    4: # $Id: lonproblemanalysis.pm,v 1.40 2003/10/16 13:23:13 matthew Exp $
    5: #
    6: # Copyright Michigan State University Board of Trustees
    7: #
    8: # This file is part of the LearningOnline Network with CAPA (LON-CAPA).
    9: #
   10: # LON-CAPA is free software; you can redistribute it and/or modify
   11: # it under the terms of the GNU General Public License as published by
   12: # the Free Software Foundation; either version 2 of the License, or
   13: # (at your option) any later version.
   14: #
   15: # LON-CAPA is distributed in the hope that it will be useful,
   16: # but WITHOUT ANY WARRANTY; without even the implied warranty of
   17: # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
   18: # GNU General Public License for more details.
   19: #
   20: # You should have received a copy of the GNU General Public License
   21: # along with LON-CAPA; if not, write to the Free Software
   22: # Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307  USA
   23: #
   24: # /home/httpd/html/adm/gpl.txt
   25: #
   26: # http://www.lon-capa.org/
   27: #
   28: 
   29: package Apache::lonproblemanalysis;
   30: 
   31: use strict;
   32: use Apache::lonnet();
   33: use Apache::loncommon();
   34: use Apache::lonhtmlcommon();
   35: use Apache::loncoursedata();
   36: use Apache::lonstatistics;
   37: use Apache::lonlocal;
   38: use HTML::Entities();
   39: 
   40: my $plotcolors = ['#33ff00', 
   41:                   '#0033cc', '#990000', '#aaaa66', '#663399', '#ff9933',
   42:                   '#66ccff', '#ff9999', '#cccc33', '#660000', '#33cc66',
   43:                   ]; 
   44: 
   45: sub BuildProblemAnalysisPage {
   46:     my ($r,$c)=@_;
   47:     $r->print('<h2>'.&mt('Option Response Problem Analysis').'</h2>');
   48:     $r->print(&CreateInterface());
   49:     #
   50:     my @Students = @Apache::lonstatistics::Students;
   51:     #
   52:     if (exists($ENV{'form.updatecaches'}) ||
   53:         (exists($ENV{'form.firstanalysis'}) &&
   54:          $ENV{'form.firstanalysis'} ne 'no')) {
   55:         &Apache::lonstatistics::Gather_Full_Student_Data($r);
   56:     }
   57:     if (! exists($ENV{'form.firstanalysis'})) {
   58:         $r->print('<input type="hidden" name="firstanalysis" value="yes" />');
   59:     } else {
   60:         $r->print('<input type="hidden" name="firstanalysis" value="no" />');
   61:     }
   62:     $r->rflush();
   63:     if (exists($ENV{'form.problemchoice'}) && 
   64:         ! exists($ENV{'form.SelectAnother'})) {
   65:         $r->print('<input type="submit" name="ProblemAnalysis" value="'.
   66:                   &mt('Analyze Problem Again').'" />');
   67:         $r->print('&nbsp;'x5);
   68:         $r->print('<input type="submit" name="ClearCache" value="'.
   69:                   &mt('Clear Caches').'" />');
   70:         $r->print('&nbsp;'x5);
   71:         $r->print('<input type="submit" name="updatecaches" value="'.
   72:                   &mt('Update Student Data').'" />');
   73:         $r->print('&nbsp;'x5);
   74:         $r->print('<input type="hidden" name="problemchoice" value="'.
   75:                   $ENV{'form.problemchoice'}.'" />');
   76:         $r->print('<input type="submit" name="SelectAnother" value="'.
   77:                   &mt('Choose a different resource').'" />');
   78:         $r->print('&nbsp;'x5);
   79:         #
   80:         $r->print('<hr />');
   81:         #
   82:         my ($symb,$part,$resid) = &get_problem_symb(
   83:                      &Apache::lonnet::unescape($ENV{'form.problemchoice'})
   84:                                            );
   85:         #
   86:         my $resource = &get_resource_from_symb($symb);
   87:         if (defined($resource)) {
   88:             my %Data = &get_problem_data($resource->{'src'});
   89:             my $ORdata = $Data{$part.'.'.$resid};
   90:             ##
   91:             ## Render the problem
   92:             my $base;
   93:             ($base,undef) = ($resource->{'src'} =~ m|(.*/)[^/]*$|);
   94:             $base = "http://".$ENV{'SERVER_NAME'}.$base;
   95:             my $rendered_problem = 
   96:                 &Apache::lonnet::ssi_body($resource->{'src'});
   97:             $rendered_problem =~ s/<\s*form\s*/<nop /g;
   98:             $rendered_problem =~ s|(<\s*/form\s*>)|<\/nop>|g;
   99:             $r->print('<table bgcolor="ffffff"><tr><td>'.
  100:                       '<base href="'.$base.'" />'.
  101:                       $rendered_problem.
  102:                       '</td></tr></table>');
  103:             ##
  104:             ## Analyze the problem
  105:             my $PerformanceData = 
  106:                 &Apache::loncoursedata::get_optionresponse_data
  107:                                            (\@Students,$symb,$resid);
  108:             if (defined($PerformanceData) && 
  109:                 ref($PerformanceData) eq 'ARRAY') {
  110:                 if ($ENV{'form.AnalyzeOver'} eq 'Tries') {
  111:                     my $analysis_html = &tries_analysis($PerformanceData,
  112:                                                          $ORdata);
  113:                     $r->print($analysis_html);
  114:                 } elsif ($ENV{'form.AnalyzeOver'} eq 'Time') {
  115:                     my $analysis_html = &time_analysis($PerformanceData,
  116:                                                          $ORdata);
  117:                 $r->print($analysis_html);
  118:                 } else {
  119:                     $r->print('<h2>'.
  120:                               &mt('The analysis you have selected is '.
  121:                                          'not supported at this time').
  122:                               '</h2>');
  123:                 }
  124:             } else {
  125:                 $r->print('<h2>'.
  126:                           &mt('There is no student data for this problem.').
  127:                           '</h2>');
  128:             }
  129:         } else {
  130:             $r->print('resource is undefined');
  131:         }
  132:         $r->print('<hr />');
  133:     } else {
  134:         $r->print('<input type="submit" name="ProblemAnalysis" value="'.
  135:                   &mt('Analyze Problem').'" />');
  136:         $r->print('&nbsp;'x5);
  137:         $r->print('<h3>'.&mt('Please select a problem to analyze').'</h3>');
  138:         $r->print(&OptionResponseProblemSelector());
  139:     }
  140: }
  141: 
  142: 
  143: #########################################################
  144: #########################################################
  145: ##
  146: ##      Misc interface routines use by analysis code
  147: ##
  148: #########################################################
  149: #########################################################
  150: sub build_foil_index {
  151:     my ($ORdata) = @_;
  152:     my %Foildata = %{$ORdata->{'Foils'}};
  153:     my @Foils = sort(keys(%Foildata));
  154:     my %Concepts;
  155:     foreach my $foilid (@Foils) {
  156:         push(@{$Concepts{$Foildata{$foilid}->{'Concept'}}},
  157:              $foilid);
  158:     }
  159:     undef(@Foils);
  160:     # Having gathered the concept information in a hash, we now translate it
  161:     # into an array because we need to be consistent about order.
  162:     # Also put the foils in order, too.
  163:     my $sortfunction = sub {
  164:         my %Numbers = (one   => 1,
  165:                        two   => 2,
  166:                        three => 3,
  167:                        four  => 4,
  168:                        five  => 5,
  169:                        six   => 6,
  170:                        seven => 7,
  171:                        eight => 8,
  172:                        nine  => 9,
  173:                        ten   => 10,);
  174:         my $a1 = $a; 
  175:         my $b1 = $b;
  176:         if (exists($Numbers{lc($a)})) {
  177:             $a1 = $Numbers{lc($a)};
  178:         }
  179:         if (exists($Numbers{lc($b)})) {
  180:             $b1 = $Numbers{lc($b)};
  181:         }
  182:         $a1 cmp $b1;
  183:     };
  184:     my @Concepts;
  185:     foreach my $concept (sort $sortfunction (keys(%Concepts))) {
  186:         push(@Concepts,{ name => $concept,
  187:                         foils => [@{$Concepts{$concept}}]});
  188:         push(@Foils,(@{$Concepts{$concept}}));
  189:     }
  190:     #
  191:     # Build up the table of row labels.
  192:     my $table = '<table border="1" >'."\n";
  193:     if (@Concepts > 1) {
  194:         $table .= '<tr>'.
  195:             '<th>'.&mt('Concept Number').'</th>'.
  196:             '<th>'.&mt('Concept').'</th>'.
  197:             '<th>'.&mt('Foil Number').'</th>'.
  198:             '<th>'.&mt('Foil Name').'</th>'.
  199:             '<th>'.&mt('Foil Text').'</th>'.
  200:             '<th>'.&mt('Correct Value').'</th>'.
  201:             "</tr>\n";
  202:     } else {
  203:         $table .= '<tr>'.
  204:             '<th>'.&mt('Foil Number').'</th>'.
  205:             '<th>'.&mt('Foil Name').'</th>'.
  206:             '<th>'.&mt('Foil Text').'</th>'.
  207:             '<th>'.&mt('Correct Value').'</th>'.
  208:             "</tr>\n";
  209:     }        
  210:     my $conceptindex = 1;
  211:     my $foilindex = 1;
  212:     foreach my $concept (@Concepts) {
  213:         my @FoilsInConcept = @{$concept->{'foils'}};
  214:         my $firstfoil = shift(@FoilsInConcept);
  215:         if (@Concepts > 1) {
  216:             $table .= '<tr>'.
  217:                 '<td>'.$conceptindex.'</td>'.
  218:                 '<td>'.$concept->{'name'}.'</td>'.
  219:                 '<td>'.$foilindex++.'</td>'.
  220:                 '<td>'.$Foildata{$firstfoil}->{'name'}.'</td>'.
  221:                 '<td>'.$Foildata{$firstfoil}->{'text'}.'</td>'.
  222:                 '<td>'.$Foildata{$firstfoil}->{'value'}.'</td>'.
  223:                 "</tr>\n";
  224:         } else {
  225:             $table .= '<tr>'.
  226:                 '<td>'.$foilindex++.'</td>'.
  227:                 '<td>'.$Foildata{$firstfoil}->{'name'}.'</td>'.
  228:                 '<td>'.$Foildata{$firstfoil}->{'text'}.'</td>'.
  229:                 '<td>'.$Foildata{$firstfoil}->{'value'}.'</td>'.
  230:                 "</tr>\n";
  231:         }
  232:         foreach my $foilid (@FoilsInConcept) {
  233:             if (@Concepts > 1) {
  234:                 $table .= '<tr>'.
  235:                     '<td></td>'.
  236:                     '<td></td>'.
  237:                     '<td>'.$foilindex.'</td>'.
  238:                     '<td>'.$Foildata{$foilid}->{'name'}.'</td>'.
  239:                     '<td>'.$Foildata{$foilid}->{'text'}.'</td>'.
  240:                     '<td>'.$Foildata{$foilid}->{'value'}.'</td>'.
  241:                     "</tr>\n";
  242:             } else {
  243:                 $table .= '<tr>'.
  244:                     '<td>'.$foilindex.'</td>'.
  245:                     '<td>'.$Foildata{$foilid}->{'name'}.'</td>'.
  246:                     '<td>'.$Foildata{$foilid}->{'text'}.'</td>'.
  247:                     '<td>'.$Foildata{$foilid}->{'value'}.'</td>'.
  248:                     "</tr>\n";
  249:             }                
  250:         } continue {
  251:             $foilindex++;
  252:         }
  253:     } continue {
  254:         $conceptindex++;
  255:     }
  256:     $table .= "</table>\n";
  257:     #
  258:     # Build option index with color stuff
  259:     return ($table,\@Foils,\@Concepts);
  260: }
  261: 
  262: sub build_option_index {
  263:     my ($ORdata)= @_;
  264:     my $table = "<table>\n";
  265:     my $optionindex = 0;
  266:     my @Rows;
  267:     foreach my $option ('correct',@{$ORdata->{'Options'}}) {
  268:         push (@Rows,
  269:               '<tr>'.
  270:               '<td bgcolor="'.$plotcolors->[$optionindex++].'">'.
  271:               ('&nbsp;'x4).'</td>'.
  272:               '<td>'.$option.'</td>'.
  273:               "</tr>\n");
  274:     }
  275:     $table .= join('',reverse(@Rows));
  276:     $table .= "</table>\n";
  277: }
  278: 
  279: #########################################################
  280: #########################################################
  281: ##
  282: ##         Tries Analysis
  283: ##
  284: #########################################################
  285: #########################################################
  286: sub tries_analysis {
  287:     my ($PerformanceData,$ORdata) = @_;
  288:     my $mintries = 1;
  289:     my $maxtries = $ENV{'form.NumPlots'};
  290:     my ($table,$Foils,$Concepts) = &build_foil_index($ORdata);
  291:     if ((@$Concepts < 2) && ($ENV{'form.AnalyzeAs'} ne 'Foils')) {
  292:         $table = '<h3>'.
  293:             &mt('Not enough data for concept analysis.  '.
  294:                 'Performing Foil Analysis').
  295:             '</h3>'.$table;
  296:         $ENV{'form.AnalyzeAs'} = 'Foils';
  297:     }
  298:     my %ResponseData = &analyze_option_data_by_tries($PerformanceData,
  299:                                                      $mintries,$maxtries);
  300:     #
  301:     # Compute the data neccessary to make the plots
  302:     my @PlotData;   # Array which holds the data for each plot
  303:                     # @{$PlotData[$try]->{'datasetname'}} holds the data for
  304:                     # try $try with respect to 'datasetname'.  The array is
  305:                     # filled either with per-foil or per-concept data.
  306:     my ($extrakey,$xlabel,$ylabel);
  307:     if ($ENV{'form.AnalyzeAs'} eq 'Foils') {
  308:         $extrakey = &build_option_index($ORdata);
  309:         $xlabel = 'Foil Number';
  310:         $ylabel = 'Option Chosen';
  311:         foreach my $foilid (@$Foils) {
  312:             for (my $i=$mintries;$i<=$maxtries;$i++) {
  313:                 foreach my $option ('_correct',@{$ORdata->{'Options'}}) {
  314:                     push(@{$PlotData[$i]->{'_total'}},
  315:                          $ResponseData{$foilid}->[$i]->{'_total'});
  316:                     if ($ResponseData{$foilid}->[$i]->{'_total'} == 0) {
  317:                         push (@{$PlotData[$i]->{$option}},0);
  318:                     } else {
  319:                         push (@{$PlotData[$i]->{$option}},
  320:                               100 * $ResponseData{$foilid}->[$i]->{$option} / 
  321:                                     $ResponseData{$foilid}->[$i]->{'_total'});
  322:                     }
  323:                 }
  324:             }
  325:         }
  326:     } else {
  327:         # Concept analysis
  328:         #
  329:         # Note: we do not bother with characterizing the students incorrect
  330:         # answers at the concept level because an incorrect answer for one foil
  331:         # may be a correct answer for another foil.
  332:         $extrakey = '';
  333:         $xlabel = 'Concept Number';
  334:         $ylabel = 'Percent Correct';
  335:         my %ConceptData;
  336:         foreach my $concept (@{$Concepts}) {
  337:             for (my $i=$mintries;$i<=$maxtries;$i++) {
  338:                 #
  339:                 # Gather the per-attempt data
  340:                 my $cdata = $ConceptData{$concept}->[$i];
  341:                 foreach my $foilid (@{$concept->{'foils'}}) {
  342:                     $cdata->{'_correct'} += 
  343:                         $ResponseData{$foilid}->[$i]->{'_correct'};
  344:                     $cdata->{'_total'}   += 
  345:                         $ResponseData{$foilid}->[$i]->{'_total'};
  346:                 }
  347:                 push (@{$PlotData[$i]->{'_total'}},$cdata->{'_total'});
  348:                 if ($cdata->{'_total'} == 0) {
  349:                     push (@{$PlotData[$i]->{'_correct'}},0);
  350:                 } else {
  351:                     push (@{$PlotData[$i]->{'_correct'}},
  352:                           100*$cdata->{'_correct'}/$cdata->{'_total'});
  353:                 }
  354:             }
  355:         }
  356:     } # End of work to fill @PlotData
  357:     # 
  358:     # Build a table for the plots
  359:     $table .= "<table>\n";
  360:     my @Plots;
  361:     for (my $i=$mintries;$i<=$maxtries;$i++) {
  362:         my $minstu = $PlotData[$i]->{'_total'}->[0];
  363:         my $maxstu = $PlotData[$i]->{'_total'}->[0];
  364:         foreach my $count (@{$PlotData[$i]->{'_total'}}) {
  365:             if ($minstu > $count) {
  366:                 $minstu = $count;
  367:             }
  368:             if ($maxstu < $count) {
  369:                 $maxstu = $count;
  370:             }
  371:         }
  372:         $maxstu = 0 if (! defined($maxstu));
  373:         $minstu = 0 if (! defined($minstu));
  374:         my $title;
  375:         if ($maxstu == $minstu) {
  376:             $title = 'Attempt '.$i.', '.$maxstu.' students';
  377:         } else {
  378:             $title = 'Attempt '.$i.', '.$minstu.'-'.$maxstu.' students';
  379:         }
  380:         my @Datasets;
  381:         foreach my $option ('_correct',@{$ORdata->{'Options'}}) {
  382:             next if (! exists($PlotData[$i]->{$option}));
  383:             push(@Datasets,$PlotData[$i]->{$option});
  384:         }
  385:         my $graphlink = &Apache::loncommon::DrawGraph($title,
  386:                                                       $xlabel,
  387:                                                       $ylabel,
  388:                                                       100,
  389:                                                       $plotcolors,
  390:                                                       @Datasets);
  391:         push(@Plots,$graphlink);
  392:     }
  393:     #
  394:     # Should this be something the user can set?  Too many dialogs!
  395:     while (my $plotlink = shift(@Plots)) {
  396:         $table .= '<tr><td>'.$plotlink.'</td><td>'.$extrakey."</td></tr>\n";
  397:     }
  398:     $table .= "</table>\n";
  399:     return ($table);
  400: }
  401: 
  402: sub analyze_option_data_by_tries {
  403:     my ($PerformanceData,$mintries,$maxtries) = @_;
  404:     my %Trydata;
  405:     $mintries = 1         if (! defined($mintries) || $mintries < 1);
  406:     $maxtries = $mintries if (! defined($maxtries) || $maxtries < $mintries);
  407:     foreach my $row (@$PerformanceData) {
  408:         next if (! defined($row));
  409:         my ($grading,$submission,$time,$tries) = @$row;
  410:         next if ($grading eq 'MISSING_ANSWER');
  411:         my @Foilgrades = split('&',$grading);
  412:         my @Foilsubs   = split('&',$submission);
  413:         for (my $numtries = 1; $numtries <= $maxtries; $numtries++) {
  414:             if ($tries == $numtries) {
  415:                 for (my $i=0;$i<=$#Foilgrades;$i++) {
  416:                     my ($foilid,$correct)  = split('=',$Foilgrades[$i]);
  417:                     my (undef,$submission) = split('=',$Foilsubs[$i]);
  418:                     $submission = &HTML::Entities::decode($submission);
  419:                     $submission =~ s/\%20/ /g;
  420:                     if ($correct) {
  421:                         $Trydata{$foilid}->[$numtries]->{'_correct'}++;
  422:                     } else {
  423:                         $Trydata{$foilid}->[$numtries]->{$submission}++;
  424:                     }                        
  425:                     $Trydata{$foilid}->[$numtries]->{'_total'}++;
  426:                 }
  427:             }
  428:         }
  429:     }
  430:     return %Trydata;
  431: }
  432: 
  433: #########################################################
  434: #########################################################
  435: ##
  436: ##                 Time Analysis
  437: ##
  438: #########################################################
  439: #########################################################
  440: sub time_analysis {
  441:     my ($PerformanceData,$ORdata) = @_;
  442:     my $num_plots = $ENV{'form.NumPlots'};
  443:     my ($table,$Foils,$Concepts) = &build_foil_index($ORdata);
  444:     my $num_data = scalar(@$PerformanceData)-1;
  445:     my $percent = sprintf('%2f',100/$num_plots);
  446:     my $extratable = '';
  447:     if ($ENV{'form.AnalyzeAs'} eq 'Foils') {
  448:         $extratable = &build_option_index($ORdata);
  449:     }
  450:     $table .= "<table>\n";
  451:     for (my $i=0;$i<$num_plots;$i++) {
  452:         my $starttime = &Apache::lonhtmlcommon::get_date_from_form
  453:             ('startdate_'.$i);
  454:         my $endtime = &Apache::lonhtmlcommon::get_date_from_form
  455:             ('enddate_'.$i);
  456:         my ($begin_index,$end_index,$plottitle,$plothtml,$data);
  457:         if (! defined($starttime) || ! defined($endtime)) {
  458:             $begin_index = $i*int($num_data/$num_plots);
  459:             $end_index = ($i+1)*int($num_data/$num_plots);
  460:             my $lownum  = sprintf('%2.1f',$i*$percent);
  461:             $lownum =~ s/(\.0)$//;
  462:             my $highnum = sprintf('%2.1f',($i+1)*$percent);
  463:             $highnum =~ s/(\.0)$//;
  464:             $plottitle = $lownum.'% to '.$highnum.'% of submissions';
  465:         } else {
  466:             my $j;
  467:             while (++$j < scalar(@$PerformanceData)) {
  468:                 last if ($PerformanceData->[$j]->[2] > $starttime);
  469:             }
  470:             $begin_index = $j;
  471:             while (++$j < scalar(@$PerformanceData)) {
  472:                 last if ($PerformanceData->[$j]->[2] > $endtime);
  473:             }
  474:             $end_index = $j;
  475:             $plottitle = $ENV{'form.plottitle_'.$i};
  476:         }
  477:         ($plothtml,$starttime,$endtime,$data) = 
  478:             &analyze_option_data_by_time($PerformanceData,
  479:                                          $begin_index,$end_index,
  480:                                          $plottitle,$Foils,
  481:                                          $Concepts,$ORdata);
  482:         my $startdateform = &Apache::lonhtmlcommon::date_setter
  483:             ('Statistics','startdate_'.$i,$starttime);
  484:         my $enddateform = &Apache::lonhtmlcommon::date_setter
  485:             ('Statistics','enddate_'.$i,$endtime);
  486:         $table.="<tr><td>".$plothtml.'</td><td align="left" valign="top">'.
  487:             "<b>Start Time</b>: &nbsp;".$startdateform."<br />".
  488:             "<b>End Time</b>&nbsp;&nbsp;: "."&nbsp;".$enddateform."<br />".
  489:             '<b>Plot Title</b>&nbsp;&nbsp;:'.("&nbsp;"x3).
  490:             '<input type="text" size="30" name="plottitle_'.$i.'" value="'.
  491:                   &HTML::Entities::encode($plottitle).'" /><br />'.$extratable.
  492:             "</td></tr>\n";
  493:     }
  494:     $table .="</table>\n";
  495:     return $table;
  496: }
  497: 
  498: sub analyze_option_data_by_time {
  499:     my ($PerformanceData,$begin_index,
  500:         $end_index,$description,$Foils,$Concepts,$ORdata) = @_;
  501:     my %TimeData;
  502:     #
  503:     # Get the start and end times for this segment of the plot
  504:     my $starttime = $PerformanceData->[$begin_index]->[2];
  505:     my $endtime   = $PerformanceData->[$end_index  ]->[2];
  506:     #
  507:     # Compute the number getting the foils correct or incorrects
  508:     for (my $i=$begin_index;$i<=$end_index;$i++) {
  509:         my $row = $PerformanceData->[$i];
  510:         next if (! defined($row));
  511:         my ($grading,$submission,$time,$tries) = @$row;
  512:         next if ($grading eq 'MISSING_ANSWER');
  513:         my @Foilgrades = split('&',$grading);
  514:         my @Foilsubs   = split('&',$submission);
  515:         for (my $j=0;$j<=$#Foilgrades;$j++) {
  516:             my ($foilid,$correct)  = split('=',$Foilgrades[$j]);
  517:             my (undef,$submission) = split('=',$Foilsubs[$j]);
  518:             if ($correct) {
  519:                 $TimeData{$foilid}->{'_correct'}++;
  520:             } else {
  521:                 $submission = &HTML::Entities::decode($submission);
  522:                 $submission =~ s/\%20/ /g;
  523:                 $TimeData{$foilid}->{$submission}++;
  524:             }
  525:             $TimeData{$foilid}->{'_total'}++;
  526:         }
  527:     }
  528:     #
  529:     # Compute the total and percent correct
  530:     my @Plotdata;
  531:     my ($xlabel,$ylabel);
  532:     if ($ENV{'form.AnalyzeAs'} eq 'Foils') {
  533:         $xlabel = 'Foil Number';
  534:         $ylabel = 'Option Chosen';
  535:         foreach my $foil (@$Foils) {
  536:             my $total = $TimeData{$foil}->{'_total'};
  537:             my $optionidx = 0;
  538:             foreach my $option ('_correct',@{$ORdata->{'Options'}}) {
  539:                 if ($total > 0) {
  540:                     push(@{$Plotdata[$optionidx]},
  541:                          100 * $TimeData{$foil}->{$option} / $total);
  542:                 } else {
  543:                     push(@{$Plotdata[$optionidx]},0);
  544:                 }
  545:             } continue {
  546:                 $optionidx++;
  547:             }
  548:         }
  549:     } else {
  550:         $xlabel = 'Concept Number';
  551:         $ylabel = 'Percent Correct';
  552:         foreach my $concept (@$Concepts) {
  553:             my $correct;
  554:             my $total;
  555:             foreach my $foil (@{$concept->{'foils'}}) {
  556:                 $correct+=$TimeData{$foil}->{'_correct'};
  557:                 $total  +=$TimeData{$foil}->{'_total'};
  558:             }
  559:             if ($total > 0) {
  560:                 push(@{$Plotdata[0]},100 * $correct / $total);
  561:             } else {
  562:                 push(@{$Plotdata[0]},0);
  563:             }
  564:         }
  565:     }
  566:     #
  567:     # Create the plot
  568:     my $graphlink = &Apache::loncommon::DrawGraph
  569:         ($description,#'Time Interval Analysis',
  570:          $xlabel,
  571:          $ylabel,
  572:          100,
  573:          $plotcolors,
  574:          @Plotdata);
  575:     #
  576:     return ($graphlink,$starttime,$endtime,\%TimeData);
  577: }
  578: 
  579: #########################################################
  580: #########################################################
  581: ##
  582: ##             Interface 
  583: ##
  584: #########################################################
  585: #########################################################
  586: sub CreateInterface {
  587:     ##
  588:     ## Environment variable initialization
  589:     if (! exists$ENV{'form.AnalyzeOver'}) {
  590:         $ENV{'form.AnalyzeOver'} = 'Tries';
  591:     }
  592:     ##
  593:     ## Build the menu
  594:     my $Str = '';
  595:     $Str .= '<table cellspacing="5">'."\n";
  596:     $Str .= '<tr>';
  597:     $Str .= '<td align="center"><b>'.&mt('Sections').'</b></td>';
  598:     $Str .= '<td align="center"><b>'.&mt('Enrollment Status').'</b></td>';
  599: #    $Str .= '<td align="center"><b>'.&mt('Sequences and Folders').'</b></td>';
  600:     $Str .= '<td align="center">&nbsp;</td>';
  601:     $Str .= '</tr>'."\n";
  602:     ##
  603:     ## 
  604:     $Str .= '<tr><td align="center">'."\n";
  605:     $Str .= &Apache::lonstatistics::SectionSelect('Section','multiple',5);
  606:     $Str .= '</td>';
  607:     #
  608:     $Str .= '<td align="center">';
  609:     $Str .= &Apache::lonhtmlcommon::StatusOptions(undef,undef,5);
  610:     $Str .= '</td>';
  611:     #
  612: #    $Str .= '<td align="center">';
  613:     my $only_seq_with_assessments = sub { 
  614:         my $s=shift;
  615:         if ($s->{'num_assess'} < 1) { 
  616:             return 0;
  617:         } else { 
  618:             return 1;
  619:         }
  620:     };
  621:     &Apache::lonstatistics::MapSelect('Maps','multiple,all',5,
  622:                                               $only_seq_with_assessments);
  623:     ##
  624:     ##
  625:     $Str .= '<td>';
  626:     { # These braces are here to organize the code, not scope it.
  627:         {
  628:             $Str .= '<nobr>'.&mt('Analyze Over ');
  629:             $Str .='<select name="AnalyzeOver" >';
  630:             $Str .= '<option value="Tries" ';
  631:             if (! exists($ENV{'form.AnalyzeOver'}) || 
  632:                 $ENV{'form.AnalyzeOver'} eq 'Tries'){
  633:                 # Default to Tries
  634:                 $Str .= ' selected ';
  635:             }
  636:             $Str .= '>'.&mt('Tries').'</option>';
  637:             $Str .= '<option value="Time" ';
  638:             $Str .= ' selected ' if ($ENV{'form.AnalyzeOver'} eq 'Time');
  639:             $Str .= '>'.&mt('Time').'</option>';
  640:             $Str .= '</select></nobr><br />';
  641:         }
  642:         {
  643:             $Str .= '<nobr>'.&mt('Analyze as ');
  644:             $Str .='<select name="AnalyzeAs" >';
  645:             $Str .= '<option value="Concepts" ';
  646:             if (! exists($ENV{'form.AnalyzeAs'}) || 
  647:                 $ENV{'form.AnalyzeAs'} eq 'Concepts'){
  648:                 # Default to Concepts
  649:                 $Str .= ' selected ';
  650:             }
  651:             $Str .= '>'.&mt('Concepts').'</option>';
  652:             $Str .= '<option value="Foils" ';
  653:             $Str .= ' selected ' if ($ENV{'form.AnalyzeAs'} eq 'Foils');
  654:             $Str .= '>'.&mt('Foils').'</option>';
  655:             $Str .= '</select></nobr><br />';
  656:         }
  657:         {
  658:             $Str .= '<br /><nobr>'.&mt('Number of Plots:');
  659:             $Str .= '<select name="NumPlots">';
  660:             if (! exists($ENV{'form.NumPlots'}) 
  661:                 || $ENV{'form.NumPlots'} < 1 
  662:                 || $ENV{'form.NumPlots'} > 20) {
  663:                 $ENV{'form.NumPlots'} = 5;
  664:             }
  665:             foreach my $i (1,2,3,4,5,6,7,8,10,15,20) {
  666:                 $Str .= '<option value="'.$i.'" ';
  667:                 if ($ENV{'form.NumPlots'} == $i) { $Str.=' selected '; }
  668:                 $Str .= '>'.$i.'</option>';
  669:             }
  670:             $Str .= '</select></nobr>';
  671:         }
  672:     }
  673:     $Str .= '</td>';
  674:     ##
  675:     ##
  676:     $Str .= '</tr>'."\n";
  677:     $Str .= '</table>'."\n";
  678:     return ($Str);
  679: }
  680: 
  681: sub OptionResponseProblemSelector {
  682:     my $Str;
  683:     $Str = "\n<table>\n";
  684:     foreach my $seq (&Apache::lonstatistics::Sequences_with_Assess()) {
  685:         next if ($seq->{'num_assess'}<1);
  686:         my $seq_str = '';
  687:         foreach my $res (@{$seq->{'contents'}}) {
  688:             next if ($res->{'type'} ne 'assessment');
  689:             foreach my $part (@{$res->{'parts'}}) {
  690:                 my $partdata = $res->{'partdata'}->{$part};
  691:                 if (! exists($partdata->{'option'}) || 
  692:                     $partdata->{'option'} == 0) {
  693:                     next;
  694:                 }
  695:                 for (my $i=0;$i<scalar(@{$partdata->{'ResponseTypes'}});$i++){
  696:                     my $respid = $partdata->{'ResponseIds'}->[$i];
  697:                     my $resptype = $partdata->{'ResponseTypes'}->[$i];
  698:                     if ($resptype eq 'option') {
  699:                         my $value = &Apache::lonnet::escape($res->{'symb'}.':'.$part.':'.$respid);
  700:                         my $checked = '';
  701:                         if ($ENV{'form.problemchoice'} eq $value) {
  702:                             $checked = 'checked ';
  703:                         }
  704:                         $seq_str .= '<tr><td>'.
  705:   '<input type="radio" name="problemchoice" value="'.$value.'" '.$checked.'/>'.
  706:   '</td><td>'.
  707:   '<a href="'.$res->{'src'}.'">'.$res->{'title'}.'</a> ';
  708:                         if ($partdata->{'option'} > 1) {
  709:                             $seq_str .= &mt('response').' '.$respid;
  710:                         }
  711:                         $seq_str .= "</td></tr>\n";
  712:                     }
  713:                 }
  714:             }
  715:         }
  716:         if ($seq_str ne '') {
  717:             $Str .= '<tr><td>&nbsp</td><td><b>'.$seq->{'title'}.'</b></td>'.
  718:                 "</tr>\n".$seq_str;
  719:         }
  720:     }
  721:     $Str .= "</table>\n";
  722:     return $Str;
  723: }
  724: 
  725: #########################################################
  726: #########################################################
  727: ##
  728: ##              Misc functions
  729: ##
  730: #########################################################
  731: #########################################################
  732: sub get_problem_symb {
  733:     my $problemstring = shift();
  734:     my ($symb,$partid,$resid) = ($problemstring=~ /^(.*):([^:]*):([^:]*)$/);
  735:     return ($symb,$partid,$resid);
  736: }
  737: 
  738: sub get_resource_from_symb {
  739:     my ($symb) = @_;
  740:     foreach my $seq (&Apache::lonstatistics::Sequences_with_Assess()) {
  741:         foreach my $res (@{$seq->{'contents'}}) {
  742:             if ($res->{'symb'} eq $symb) {
  743:                 return $res;
  744:             }
  745:         }
  746:     }
  747:     return undef;
  748: }
  749: 
  750: ##
  751: ## get problem data and put it into a useful data structure.
  752: ## note: we must force each foil and option to not begin or end with
  753: ##       spaces as they are stored without such data.
  754: ##
  755: sub get_problem_data {
  756:     my ($url) = @_;
  757:     my $Answ=&Apache::lonnet::ssi($url,('grade_target' => 'analyze'));
  758:     (my $garbage,$Answ)=split(/_HASH_REF__/,$Answ,2);
  759:     my %Answer;
  760:     %Answer=&Apache::lonnet::str2hash($Answ);
  761:     my %Partdata;
  762:     foreach my $part (@{$Answer{'parts'}}) {
  763:         while (my($key,$value) = each(%Answer)) {
  764:             next if ($key !~ /^$part/);
  765:             $key =~ s/^$part\.//;
  766:             if (ref($value) eq 'ARRAY') {
  767:                 if ($key eq 'options') {
  768:                     for(my $i=0;$i<scalar(@$value);$i++) {
  769:                         $value->[$i]=~ s/(\s*$|^\s*)//g;
  770:                     }
  771:                     $Partdata{$part}->{'Options'}=$value;
  772:                 } elsif ($key eq 'concepts') {
  773:                     $Partdata{$part}->{'Concepts'}=$value;
  774:                 } elsif ($key =~ /^concept\.(.*)$/) {
  775:                     my $concept = $1;
  776:                     foreach my $foil (@$value) {
  777:                         $foil =~ s/(\s*$|^\s*)//g;
  778:                         $Partdata{$part}->{'Foils'}->{$foil}->{'Concept'}=
  779:                                                                       $concept;
  780:                     }
  781:                 }
  782:             } else {
  783:                 $value =~ s/(\s*$|^\s*)//g;
  784:                 if ($key=~ /^foil\.text\.(.*)$/) {
  785:                     my $foil = $1;
  786:                     $foil =~ s/(\s*$|^\s*)//g;
  787:                     $Partdata{$part}->{'Foils'}->{$foil}->{'name'}=$foil;
  788:                     $Partdata{$part}->{'Foils'}->{$foil}->{'text'}=$value;
  789:                 } elsif ($key =~ /^foil\.value\.(.*)$/) {
  790:                     my $foil = $1;
  791:                     $foil =~ s/(\s*$|^\s*)//g;
  792:                     $Partdata{$part}->{'Foils'}->{$foil}->{'value'}=$value;
  793:                 }
  794:             }
  795:         }
  796:     }
  797:     return %Partdata;
  798: }
  799: 
  800: 1;
  801: 
  802: __END__

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