Annotation of loncom/interface/statistics/lonproblemanalysis.pm, revision 1.84
1.1 stredwic 1: # The LearningOnline Network with CAPA
2: #
1.84 ! albertel 3: # $Id: lonproblemanalysis.pm,v 1.83 2004/03/31 05:24:00 albertel Exp $
1.1 stredwic 4: #
5: # Copyright Michigan State University Board of Trustees
6: #
7: # This file is part of the LearningOnline Network with CAPA (LON-CAPA).
8: #
9: # LON-CAPA is free software; you can redistribute it and/or modify
10: # it under the terms of the GNU General Public License as published by
11: # the Free Software Foundation; either version 2 of the License, or
12: # (at your option) any later version.
13: #
14: # LON-CAPA is distributed in the hope that it will be useful,
15: # but WITHOUT ANY WARRANTY; without even the implied warranty of
16: # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
17: # GNU General Public License for more details.
18: #
19: # You should have received a copy of the GNU General Public License
20: # along with LON-CAPA; if not, write to the Free Software
21: # Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
22: #
23: # /home/httpd/html/adm/gpl.txt
24: #
25: # http://www.lon-capa.org/
26: #
1.11 minaeibi 27: package Apache::lonproblemanalysis;
1.1 stredwic 28:
29: use strict;
30: use Apache::lonnet();
1.25 matthew 31: use Apache::loncommon();
1.7 stredwic 32: use Apache::lonhtmlcommon();
1.23 matthew 33: use Apache::loncoursedata();
34: use Apache::lonstatistics;
35: use Apache::lonlocal;
1.71 matthew 36: use Apache::lonstathelpers();
37: use Apache::lonstudentsubmissions();
1.37 matthew 38: use HTML::Entities();
1.42 matthew 39: use Time::Local();
1.43 matthew 40: use Spreadsheet::WriteExcel();
1.2 stredwic 41:
1.40 matthew 42: my $plotcolors = ['#33ff00',
43: '#0033cc', '#990000', '#aaaa66', '#663399', '#ff9933',
44: '#66ccff', '#ff9999', '#cccc33', '#660000', '#33cc66',
45: ];
1.39 matthew 46:
1.54 matthew 47: my @SubmitButtons = ({ name => 'PrevProblemAnalysis',
48: text => 'Previous Problem' },
49: { name => 'ProblemAnalysis',
1.46 matthew 50: text => 'Analyze Problem Again' },
1.54 matthew 51: { name => 'NextProblemAnalysis',
52: text => 'Next Problem' },
53: { name => 'break'},
1.46 matthew 54: { name => 'ClearCache',
55: text => 'Clear Caches' },
56: { name => 'updatecaches',
57: text => 'Update Student Data' },
58: { name => 'SelectAnother',
1.53 matthew 59: text => 'Choose a different Problem' },
1.46 matthew 60: { name => 'ExcelOutput',
61: text => 'Produce Excel Output' });
62:
63:
1.1 stredwic 64: sub BuildProblemAnalysisPage {
1.23 matthew 65: my ($r,$c)=@_;
1.49 matthew 66: #
67: my %Saveable_Parameters = ('Status' => 'scalar',
68: 'Section' => 'array',
69: 'NumPlots' => 'scalar',
70: 'AnalyzeAs' => 'scalar',
71: 'AnalyzeOver' => 'scalar',
72: );
73: &Apache::loncommon::store_course_settings('problem_analysis',
74: \%Saveable_Parameters);
75: &Apache::loncommon::restore_course_settings('problem_analysis',
76: \%Saveable_Parameters);
77: #
78: &Apache::lonstatistics::PrepareClasslist();
1.48 matthew 79: #
1.25 matthew 80: $r->print(&CreateInterface());
1.28 matthew 81: #
82: my @Students = @Apache::lonstatistics::Students;
83: #
1.46 matthew 84: if (@Students < 1) {
85: $r->print('<h2>There are no students in the sections selected</h2>');
86: }
87: #
88: &Apache::loncoursedata::clear_internal_caches();
1.41 matthew 89: if (exists($ENV{'form.ClearCache'}) ||
90: exists($ENV{'form.updatecaches'}) ||
1.33 matthew 91: (exists($ENV{'form.firstanalysis'}) &&
92: $ENV{'form.firstanalysis'} ne 'no')) {
93: &Apache::lonstatistics::Gather_Full_Student_Data($r);
94: }
95: if (! exists($ENV{'form.firstanalysis'})) {
96: $r->print('<input type="hidden" name="firstanalysis" value="yes" />');
97: } else {
98: $r->print('<input type="hidden" name="firstanalysis" value="no" />');
99: }
1.39 matthew 100: $r->rflush();
1.46 matthew 101: #
1.78 matthew 102: my $problem_types = '(option|radiobutton|numerical)';
1.33 matthew 103: if (exists($ENV{'form.problemchoice'}) &&
104: ! exists($ENV{'form.SelectAnother'})) {
1.46 matthew 105: foreach my $button (@SubmitButtons) {
1.54 matthew 106: if ($button->{'name'} eq 'break') {
107: $r->print("<br />\n");
108: } else {
109: $r->print('<input type="submit" name="'.$button->{'name'}.'" '.
110: 'value="'.&mt($button->{'text'}).'" />');
111: $r->print(' 'x5);
112: }
1.46 matthew 113: }
1.31 matthew 114: #
1.25 matthew 115: $r->print('<hr />');
1.54 matthew 116: $r->rflush();
117: #
118: # Determine which problem we are to analyze
1.61 matthew 119: my $current_problem = &Apache::lonstathelpers::get_target_from_id
120: ($ENV{'form.problemchoice'});
1.54 matthew 121: #
1.61 matthew 122: my ($prev,$curr,$next) =
123: &Apache::lonstathelpers::get_prev_curr_next($current_problem,
1.66 matthew 124: $problem_types,
125: 'response',
1.61 matthew 126: );
1.54 matthew 127: if (exists($ENV{'form.PrevProblemAnalysis'}) && defined($prev)) {
128: $current_problem = $prev;
129: } elsif (exists($ENV{'form.NextProblemAnalysis'}) && defined($next)) {
130: $current_problem = $next;
131: } else {
132: $current_problem = $curr;
133: }
1.23 matthew 134: #
1.54 matthew 135: # Store the current problem choice and send it out in the form
1.61 matthew 136: $ENV{'form.problemchoice'} =
137: &Apache::lonstathelpers::make_target_id($current_problem);
1.54 matthew 138: $r->print('<input type="hidden" name="problemchoice" value="'.
139: $ENV{'form.problemchoice'}.'" />');
1.28 matthew 140: #
1.54 matthew 141: if (! defined($current_problem->{'resource'})) {
1.46 matthew 142: $r->print('resource is undefined');
143: } else {
1.54 matthew 144: my $resource = $current_problem->{'resource'};
1.44 matthew 145: $r->print('<h1>'.$resource->{'title'}.'</h1>');
1.41 matthew 146: $r->print('<h3>'.$resource->{'src'}.'</h3>');
1.60 matthew 147: $r->print(&Apache::lonstathelpers::render_resource($resource));
1.44 matthew 148: $r->rflush();
1.71 matthew 149: my %Data = &Apache::lonstathelpers::get_problem_data
150: ($resource->{'src'});
1.54 matthew 151: my $ProblemData = $Data{$current_problem->{'part'}.
152: '.'.
153: $current_problem->{'respid'}};
154: if ($current_problem->{'resptype'} eq 'option') {
1.56 matthew 155: &OptionResponseAnalysis($r,$current_problem,
1.54 matthew 156: $ProblemData,
1.47 matthew 157: \@Students);
1.54 matthew 158: } elsif ($current_problem->{'resptype'} eq 'radiobutton') {
1.56 matthew 159: &RadioResponseAnalysis($r,$current_problem,
1.54 matthew 160: $ProblemData,
1.47 matthew 161: \@Students);
1.66 matthew 162: } elsif ($current_problem->{'resptype'} eq 'numerical') {
1.82 matthew 163: ##
164: ## analyze all responses of a problem at once
165: my $res = $current_problem->{'resource'};
166: foreach my $partid (@{$res->{'parts'}}) {
167: $current_problem->{'part'} = $partid;
168: foreach my $respid (@{$res->{'partdata'}->{$partid}->{'ResponseIds'}}) {
169: $current_problem->{'respid'}=$respid;
170: &NumericalResponseAnalysis($r,$current_problem,
171: $ProblemData,\@Students);
172: }
173: }
1.47 matthew 174: } else {
175: $r->print('<h2>This analysis is not supported</h2>');
176: }
1.7 stredwic 177: }
1.23 matthew 178: $r->print('<hr />');
1.25 matthew 179: } else {
1.31 matthew 180: $r->print('<input type="submit" name="ProblemAnalysis" value="'.
181: &mt('Analyze Problem').'" />');
182: $r->print(' 'x5);
1.27 matthew 183: $r->print('<h3>'.&mt('Please select a problem to analyze').'</h3>');
1.61 matthew 184: $r->print(&Apache::lonstathelpers::ProblemSelector
1.66 matthew 185: ($problem_types));
1.1 stredwic 186: }
187: }
188:
1.69 matthew 189:
190: #########################################################
191: #########################################################
192: ##
1.66 matthew 193: ## Numerical Response Routines
194: ##
195: #########################################################
196: #########################################################
197: sub NumericalResponseAnalysis {
198: my ($r,$problem,$ProblemData,$Students) = @_;
1.79 matthew 199: my $c = $r->connection();
1.82 matthew 200: my ($resource,$partid,$respid) = ($problem->{'resource'},
201: $problem->{'part'},
202: $problem->{'respid'});
203: #
204: if (scalar(@{$resource->{'parts'}})>1) {
205: if (@{$resource->{'partdata'}->{$partid}->{'ResponseIds'}}>1) {
206: $r->print('<h3>'.
207: &mt('Part [_1], response [_2].',$partid,$respid).
208: '</h3>');
209: } else {
210: $r->print('<h3>'.
211: &mt('Part [_1]',$partid,$respid).
212: '</h3>');
213: }
214: } elsif (@{$resource->{'partdata'}->{$partid}->{'ResponseIds'}}>1) {
215: $r->print('<h3>'.&mt('Response [_1]',$respid).'</h3>');
216: }
217: #
1.66 matthew 218: my $analysis_html;
1.82 matthew 219: my $PerformanceData = &Apache::loncoursedata::get_response_data
220: (\@Apache::lonstatistics::SelectedSections,
221: $Apache::lonstatistics::enrollment_status,
222: $resource->{'symb'},$respid);
1.66 matthew 223: if (! defined($PerformanceData) ||
224: ref($PerformanceData) ne 'ARRAY' ) {
225: $analysis_html = '<h2>'.
226: &mt('There is no submission data for this resource').
227: '</h2>';
228: $r->print($analysis_html);
229: return;
230: }
1.78 matthew 231: #
232: # This next call causes all the waiting around that people complain about
1.81 matthew 233: my ($max,$min) = &Apache::lonstathelpers::GetStudentAnswers($r,$problem,
234: $Students);
1.79 matthew 235: return if ($c->aborted());
1.78 matthew 236: #
237: # Collate the data
1.68 matthew 238: my %Data;
239: foreach my $student (@$Students) {
240: my $answer = $student->{'answer'};
241: $Data{$answer}++;
242: }
243: my @Labels = sort {$a <=> $b } keys(%Data);
244: my @PlotData = @Data{@Labels};
1.78 matthew 245: #
246: my $width = 500;
247: my $height = 100;
248: my $plot = &one_dimensional_plot($r,500,100,scalar(@$Students),
249: \@Labels,\@PlotData);
250: $r->print($plot);
1.68 matthew 251: return;
1.66 matthew 252: }
253:
1.78 matthew 254: sub one_dimensional_plot {
255: my ($r,$width,$height,$N,$Labels,$Data)=@_;
256: #
257: # Compute data -> image scaling factors
258: my $min = $Labels->[0];
259: my $max = $Labels->[-1];
1.82 matthew 260: if ($max == $min) {
261: $max =$min+1;
262: }
1.78 matthew 263: my $h_scale = ($width-10)/($max-$min);
264: #
265: my $max_y = 0;
266: foreach (@$Data) {
267: $max_y = $_ if ($max_y < $_);
268: }
269: my $ticscale = 5;
270: if ($max_y * $ticscale > $height/2) {
271: $ticscale = int($height/2/$max_y);
272: $ticscale = 1 if ($ticscale < 1);
273: }
274: #
275: # Create the plot
276: my $plot =
277: qq{<drawimage width="$width" height="$height" bgcolor="transparent" >};
278: for (my $idx=0;$idx<scalar(@$Labels);$idx++) {
279: my $xloc = 5+$h_scale*($Labels->[$idx] - $min);
280: my $top = $height/2-$Data->[$idx]*$ticscale;
281: my $bottom = $height/2+$Data->[$idx]*$ticscale;
282: $plot .=
283: &line($xloc,$top,$xloc,$bottom,'888888',1);
284: }
285: #
286: # Put the scale on last to ensure it is on top of the data.
287: if ($min < 0 && $max > 0) {
288: my $circle_x = 5+$h_scale*abs($min); # '0' in data coordinates
289: my $r = 4;
290: $plot .= &line(5,$height/2,$circle_x-$r,$height/2,'000000',1);
291: $plot .= &circle($circle_x,$height/2,$r+1,'000000');
292: $plot .= &line($circle_x+$r,$height/2,$width-5,$height/2,'000000',1);
293: } else {
294: $plot .= &line(5,$height/2,$width-5,$height/2,'000000',1);
295: }
296: $plot .= '</drawimage>';
297: my $plotresult = &Apache::lonxml::xmlparse($r,'web',$plot);
298:
299: my $title = 'Distribution of correct answers';
300: my $result = '<table>'.
301: '<tr><td colspan="3" align="center">'.
302: '<font size="+2">'.$title.' (N='.$N.')'.
303: '</font>'.
304: '</td></tr>'.
305: '<tr>'.
306: '<td valign="center">'.$min.'</td>'.
307: '<td>'.$plotresult.'</td>'.
308: '<td valign="center">'.$max.'</td>'.
309: '</tr>'.
310: '<tr><td colspan="3" align="center">'.
311: 'Maximum Number of Coinciding Values: '.$max_y.
312: '</td></tr>'.
313: '</table>';
314: return $result;
315: }
316:
317: ##
318: ## Helper subroutines for <drawimage>.
319: ## These should probably go somewhere more suitable soon.
320: sub line {
321: my ($x1,$y1,$x2,$y2,$color,$thickness) = @_;
322: return qq{<line x1="$x1" y1="$y1" x2="$x2" y2="$y2" color="$color" thickness="$thickness" />$/};
323: }
324:
1.82 matthew 325: sub text {
326: my ($x,$y,$color,$text,$font,$direction) = @_;
327: if (! defined($font) || $font !~ /^(tiny|small|medium|large|giant)$/) {
328: $font = 'medium';
329: }
330: if (! defined($direction) || $direction ne 'vertical') {
331: $direction = '';
332: }
333: return qq{<text x="$x" y="$y" color="$color" font="$font" direction="$direction" >$text</text>};
334: }
335:
1.78 matthew 336: sub rectangle {
337: my ($x1,$y1,$x2,$y2,$color,$thickness,$filled) = @_;
338: return qq{<rectangle x1="$x1" y1="$y1" x2="$x2" y2="$y2" color="$color" thickness="$thickness" filled="$filled" />};
339: }
340:
341: sub arc {
342: my ($x,$y,$width,$height,$start,$end,$color,$thickness,$filled)=@_;
343: return qq{<arc x="$x" y="$y" width="$width" height="$height" start="$start" end="$end" color="$color" thickness="$thickness" filled="$filled" />};
344: }
345:
346: sub circle {
347: my ($x,$y,$radius,$color,$thickness,$filled)=@_;
348: return &arc($x,$y,$radius,$radius,0,360,$color,$thickness,$filled);
1.68 matthew 349: }
350:
351: sub build_student_data_worksheet {
352: my ($workbook,$format) = @_;
353: my $rows_output = 3;
354: my $cols_output = 0;
355: my $worksheet = $workbook->addworksheet('Student Data');
356: $worksheet->write($rows_output++,0,'Student Data',$format->{'h3'});
357: my @Headers = ('full name','username','domain','section',
358: "student\nnumber",'identifier');
359: $worksheet->write_row($rows_output++,0,\@Headers,$format->{'header'});
360: my @Students = @Apache::lonstatistics::Students;
361: my $studentrows = &Apache::loncoursedata::get_student_data(\@Students);
362: my %ids;
363: foreach my $row (@$studentrows) {
364: my ($mysqlid,$student) = @$row;
365: $ids{$student}=$mysqlid;
366: }
367: foreach my $student (@Students) {
368: my $name_domain = $student->{'username'}.':'.$student->{'domain'};
369: $worksheet->write_row($rows_output++,0,
370: [$student->{'fullname'},
371: $student->{'username'},$student->{'domain'},
372: $student->{'section'},$student->{'id'},
373: $ids{$name_domain}]);
374: }
375: return $worksheet;
1.66 matthew 376: }
1.47 matthew 377:
378: #########################################################
379: #########################################################
380: ##
381: ## Radio Response Routines
382: ##
383: #########################################################
384: #########################################################
385: sub RadioResponseAnalysis {
1.56 matthew 386: my ($r,$problem,$ProblemData,$Students) = @_;
387: my ($resource,$respid) = ($problem->{'resource'},
1.66 matthew 388: $problem->{'respid'});
1.48 matthew 389: my $analysis_html;
1.82 matthew 390: my $PerformanceData = &Apache::loncoursedata::get_response_data
391: (\@Apache::lonstatistics::SelectedSections,
392: $Apache::lonstatistics::enrollment_status,
393: $resource->{'symb'},$respid);
1.48 matthew 394: if (! defined($PerformanceData) ||
395: ref($PerformanceData) ne 'ARRAY' ) {
396: $analysis_html = '<h2>'.
397: &mt('There is no submission data for this resource').
398: '</h2>';
399: $r->print($analysis_html);
1.47 matthew 400: return;
401: }
1.48 matthew 402: if (exists($ENV{'form.ExcelOutput'})) {
1.56 matthew 403: $analysis_html .= &RR_Excel_output($r,$problem->{'resource'},
404: $PerformanceData,$ProblemData);
1.48 matthew 405: } elsif ($ENV{'form.AnalyzeOver'} eq 'Tries') {
1.56 matthew 406: $analysis_html .= &RR_Tries_Analysis($r,$problem->{'resource'},
407: $PerformanceData,$ProblemData);
1.48 matthew 408: } elsif ($ENV{'form.AnalyzeOver'} eq 'Time') {
1.56 matthew 409: $analysis_html .= &RR_Time_Analysis($r,$problem->{'resource'},
410: $PerformanceData,$ProblemData);
1.48 matthew 411: } else {
412: $analysis_html .= '<h2>'.
413: &mt('The analysis you have selected is not supported at this time').
414: '</h2>';
415: }
416: $r->print($analysis_html);
417: }
418:
419: sub RR_Excel_output {
420: my ($r,$PerformanceData,$ProblemData) = @_;
421: return '<h1>No!</h1>';
422: }
423:
424: sub RR_Tries_Analysis {
425: my ($r,$resource,$PerformanceData,$ProblemData) = @_;
426: my $analysis_html;
427: my $mintries = 1;
428: my $maxtries = $ENV{'form.NumPlots'};
429: my ($table,$Foils,$Concepts) = &build_foil_index($ProblemData);
1.57 matthew 430: if ((! defined($Concepts)) || ((@$Concepts < 2) &&
431: ($ENV{'form.AnalyzeAs'} ne 'Foils'))) {
1.48 matthew 432: $table = '<h3>'.
433: &mt('Not enough data for concept analysis. '.
434: 'Performing Foil Analysis').
435: '</h3>'.$table;
436: $ENV{'form.AnalyzeAs'} = 'Foils';
437: }
438: $analysis_html .= $table;
439: my @TryData = &RR_tries_data_analysis($r,$PerformanceData);
1.56 matthew 440: # if ($ENV{'form.AnalyzeAs'} eq 'Foils') {
441: $analysis_html .= &RR_Tries_Foil_Analysis($mintries,$maxtries,$Foils,
1.48 matthew 442: \@TryData,$ProblemData);
1.56 matthew 443: # } else {
444: # $analysis_html = &RR_Tries_Concept_Analysis($mintries,$maxtries,
445: # $Concepts,
446: # \@TryData,
447: # $ProblemData);
448: # }
1.48 matthew 449: return $analysis_html;
450: }
451:
452: sub RR_tries_data_analysis {
453: my ($r,$Attempt_data) = @_;
454: my @TryData;
455: foreach my $attempt (@$Attempt_data) {
456: my %Attempt = &hashify_attempt($attempt);
457: my ($answer,undef) = split('=',$Attempt{'submission'});
458: $TryData[$Attempt{'tries'}]->{$answer}++;
459: }
460: return @TryData;
461: }
462:
463: sub RR_Time_Analysis {
464: my ($r,$PerformanceData,$ProblemData) = @_;
465: my $html;
466: return $html;
467: }
468:
469: sub RR_Tries_Foil_Analysis {
470: my ($min,$max,$Foils,$TryData,$ProblemData) = @_;
471: my $html;
472: #
473: # Compute the data neccessary to make the plots
474: for (my $try=$min;$try<=$max;$try++) {
475: my @PlotData_Correct;
476: my @PlotData_Incorrect;
477: next if ($try > scalar(@{$TryData}));
1.56 matthew 478: next if (! defined($TryData->[$try]));
479: my %DataSet = %{$TryData->[$try]};
1.48 matthew 480: my $total = 0;
481: foreach my $foilid (@$Foils) {
482: $total += $DataSet{$foilid};
483: }
484: foreach my $foilid (@$Foils) {
485: if ($total == 0) {
486: push (@PlotData_Correct,0);
487: push (@PlotData_Incorrect,0);
488: } else {
489: if ($ProblemData->{'_Foils'}->{$foilid}->{'value'} eq 'true') {
490: push (@PlotData_Correct,
491: int(100*$DataSet{$foilid}/$total));
492: push (@PlotData_Incorrect,0);
493: } else {
494: push (@PlotData_Correct,0);
495: push (@PlotData_Incorrect,
496: int(100*$DataSet{$foilid}/$total));
497: }
498: }
499: }
500: my $title='Attempt '.$try;
501: my $xlabel = $total.' Submissions';
502: $html.= &Apache::loncommon::DrawBarGraph($title,
503: $xlabel,
504: 'Percent Choosing',
505: 100,
506: ['#33ff00','#ff3300'],
1.64 matthew 507: undef,
1.48 matthew 508: \@PlotData_Correct,
509: \@PlotData_Incorrect);
510: }
511: return $html;
512: }
513:
514: sub RR_Tries_Concept_Analysis {
515: my ($min,$max,$Concepts,$ResponseData,$ProblemData) = @_;
516: my $html;
517: return $html;
518: }
519:
520: sub RR_Time_Foil_Analysis {
521: my ($min,$max,$Foils,$ResponseData,$ProblemData) = @_;
522: my $html;
523: return $html;
524: }
525:
526: sub RR_Time_Concept_Analysis {
527: my ($min,$max,$Concepts,$ResponseData,$ProblemData) = @_;
528: my $html;
529: return $html;
530: }
531:
532:
533: sub get_Radio_problem_data {
534: my ($url) = @_;
535: my $Answ=&Apache::lonnet::ssi($url,('grade_target' => 'analyze'));
536: (my $garbage,$Answ)=split('_HASH_REF__',$Answ,2);
537: my %Answer = &Apache::lonnet::str2hash($Answ);
538: my %Partdata;
539: foreach my $part (@{$Answer{'parts'}}) {
540: while (my($key,$value) = each(%Answer)) {
541: # if (ref($value) eq 'ARRAY') {
542: # &Apache::lonnet::logthis('is ref part:'.$part.' '.$key.'='.join(',',@$value));
543: # } else {
544: # &Apache::lonnet::logthis('notref part:'.$part.' '.$key.'='.$value);
545: # }
546: next if ($key !~ /^$part/);
547: $key =~ s/^$part\.//;
548: if ($key eq 'foils') {
549: $Partdata{$part}->{'_Foils'}=$value;
550: } elsif ($key eq 'options') {
551: $Partdata{$part}->{'_Options'}=$value;
552: } elsif ($key eq 'shown') {
553: $Partdata{$part}->{'_Shown'}=$value;
554: } elsif ($key =~ /^foil.value.(.*)$/) {
555: $Partdata{$part}->{$1}->{'value'}=$value;
556: } elsif ($key =~ /^foil.text.(.*)$/) {
557: $Partdata{$part}->{$1}->{'text'}=$value;
558: }
559: }
560: }
561: return %Partdata;
1.47 matthew 562: }
1.48 matthew 563:
1.33 matthew 564: #########################################################
565: #########################################################
566: ##
1.46 matthew 567: ## Option Response Routines
1.33 matthew 568: ##
569: #########################################################
570: #########################################################
1.46 matthew 571: sub OptionResponseAnalysis {
1.56 matthew 572: my ($r,$problem,$ProblemData,$Students) = @_;
573: my ($resource,$respid) = ($problem->{'resource'},
574: $problem->{'respid'});
575: # Note: part data is not needed.
1.82 matthew 576: my $PerformanceData = &Apache::loncoursedata::get_response_data
577: (\@Apache::lonstatistics::SelectedSections,
578: $Apache::lonstatistics::enrollment_status,
579: $resource->{'symb'},$respid);
1.46 matthew 580: if (! defined($PerformanceData) ||
581: ref($PerformanceData) ne 'ARRAY' ) {
582: $r->print('<h2>'.
583: &mt('There is no student data for this problem.').
584: '</h2>');
585: } else {
586: $r->rflush();
587: if (exists($ENV{'form.ExcelOutput'})) {
1.57 matthew 588: my $result = &OR_excel_sheet($r,$resource,
589: $PerformanceData,
590: $ProblemData);
1.46 matthew 591: $r->print($result);
592: $r->rflush();
1.39 matthew 593: } else {
1.46 matthew 594: if ($ENV{'form.AnalyzeOver'} eq 'Tries') {
1.57 matthew 595: my $analysis_html = &OR_tries_analysis($r,
1.46 matthew 596: $PerformanceData,
597: $ProblemData);
598: $r->print($analysis_html);
599: $r->rflush();
600: } elsif ($ENV{'form.AnalyzeOver'} eq 'Time') {
1.57 matthew 601: my $analysis_html = &OR_time_analysis($PerformanceData,
1.46 matthew 602: $ProblemData);
603: $r->print($analysis_html);
604: $r->rflush();
1.39 matthew 605: } else {
1.46 matthew 606: $r->print('<h2>'.
607: &mt('The analysis you have selected is '.
608: 'not supported at this time').
609: '</h2>');
610: }
1.36 matthew 611: }
1.39 matthew 612: }
613: }
614:
1.33 matthew 615: #########################################################
1.46 matthew 616: #
617: # Option Response: Tries Analysis
618: #
1.33 matthew 619: #########################################################
1.57 matthew 620: sub OR_tries_analysis {
1.43 matthew 621: my ($r,$PerformanceData,$ORdata) = @_;
1.33 matthew 622: my $mintries = 1;
623: my $maxtries = $ENV{'form.NumPlots'};
1.39 matthew 624: my ($table,$Foils,$Concepts) = &build_foil_index($ORdata);
1.78 matthew 625: if (! defined($Concepts) ||
626: ((@$Concepts < 2) && ($ENV{'form.AnalyzeAs'} ne 'Foils'))) {
1.39 matthew 627: $table = '<h3>'.
628: &mt('Not enough data for concept analysis. '.
629: 'Performing Foil Analysis').
630: '</h3>'.$table;
631: $ENV{'form.AnalyzeAs'} = 'Foils';
632: }
1.57 matthew 633: my %ResponseData = &OR_analyze_by_tries($r,$PerformanceData,
1.36 matthew 634: $mintries,$maxtries);
1.42 matthew 635: my $analysis = '';
636: if ($ENV{'form.AnalyzeAs'} eq 'Foils') {
1.75 matthew 637: $analysis = &OR_Tries_Foil_Analysis($mintries,$maxtries,$Concepts,
1.42 matthew 638: \%ResponseData,$ORdata);
639: } else {
1.57 matthew 640: $analysis = &OR_Tries_Concept_Analysis($mintries,$maxtries,
1.42 matthew 641: $Concepts,\%ResponseData,$ORdata);
642: }
643: $table .= $analysis;
644: return $table;
645: }
646:
1.57 matthew 647: sub OR_Tries_Foil_Analysis {
1.75 matthew 648: my ($mintries,$maxtries,$Concepts,$respdat,$ORdata) = @_;
1.42 matthew 649: my %ResponseData = %$respdat;
1.31 matthew 650: #
651: # Compute the data neccessary to make the plots
1.42 matthew 652: my @PlotData;
1.75 matthew 653: foreach my $concept (@$Concepts) {
654: foreach my $foilid (@{$concept->{'foils'}}) {
1.76 matthew 655: for (my $try=$mintries;$try<=$maxtries;$try++) {
656: if ($ResponseData{$foilid}->[$try]->{'_total'} == 0) {
657: push(@{$PlotData[$try]->{'_correct'}},0);
1.42 matthew 658: } else {
1.76 matthew 659: push(@{$PlotData[$try]->{'_correct'}},
660: 100*$ResponseData{$foilid}->[$try]->{'_correct'}/
661: $ResponseData{$foilid}->[$try]->{'_total'});
1.75 matthew 662: }
663: foreach my $option (@{$ORdata->{'_Options'}}) {
1.76 matthew 664: push(@{$PlotData[$try]->{'_total'}},
665: $ResponseData{$foilid}->[$try]->{'_total'});
666: if ($ResponseData{$foilid}->[$try]->{'_total'} == 0) {
667: push (@{$PlotData[$try]->{$option}},0);
1.39 matthew 668: } else {
1.76 matthew 669: if ($ResponseData{$foilid}->[$try]->{'_total'} ==
670: $ResponseData{$foilid}->[$try]->{'_correct'}) {
671: push(@{$PlotData[$try]->{$option}},0);
1.75 matthew 672: } else {
1.76 matthew 673: push (@{$PlotData[$try]->{$option}},
674: 100 *
675: $ResponseData{$foilid}->[$try]->{$option} /
676: ($ResponseData{$foilid}->[$try]->{'_total'}
677: -
678: $ResponseData{$foilid}->[$try]->{'_correct'}
679: ));
1.75 matthew 680: }
1.39 matthew 681: }
1.76 matthew 682: } # End of foreach my $option
1.36 matthew 683: }
1.76 matthew 684: } # End of foreach my $foilid
685: } # End of foreach my $concept
1.42 matthew 686: #
687: # Build a table for the plots
688: my $analysis_html = "<table>\n";
1.75 matthew 689: my $optionkey = &build_option_index($ORdata);
690: for (my $try=$mintries;$try<=$maxtries;$try++) {
691: my $count = $ResponseData{'_total'}->[$try];
1.77 matthew 692: my $title = 'Submission '.$try.' (N='.$count.')';
1.42 matthew 693: my @Datasets;
1.48 matthew 694: foreach my $option ('_correct',@{$ORdata->{'_Options'}}) {
1.75 matthew 695: next if (! exists($PlotData[$try]->{$option}));
696: push(@Datasets,$PlotData[$try]->{$option});
1.42 matthew 697: }
1.76 matthew 698: #
699: # Put a blank in the data set between concepts
700: for (my $set =0;$set<=$#Datasets;$set++) {
701: my @Data = @{$Datasets[$set]};
702: my $idx = 0;
703: foreach my $concept (@{$Concepts}) {
704: foreach my $foilid (@{$concept->{'foils'}}) {
705: $Datasets[$set]->[$idx++]=shift(@Data);
706: }
707: if ($concept->{'name'} ne $Concepts->[-1]->{'name'}) {
708: $Datasets[$set]->[$idx++] = 0;
709: }
710: }
711: }
712: #
713: # Set up the labels needed for the bar graph
714: my @Labels;
715: my $idx = 1;
716: foreach my $concept (@{$Concepts}) {
717: foreach my $foilid (@{$concept->{'foils'}}) {
718: push(@Labels,$idx++);
719: }
720: push(@Labels,'');
721: }
722: #
1.46 matthew 723: my $correctgraph = &Apache::loncommon::DrawBarGraph
1.42 matthew 724: ($title,'Foil Number','Percent Correct',
1.76 matthew 725: 100,$plotcolors,\@Labels,$Datasets[0]);
1.42 matthew 726: $analysis_html.= '<tr><td>'.$correctgraph.'</td>';
1.75 matthew 727:
728: #
729: #
1.57 matthew 730: next if (! defined($Datasets[0]));
1.42 matthew 731: for (my $i=0; $i< scalar(@{$Datasets[0]});$i++) {
732: $Datasets[0]->[$i]=0;
733: }
1.75 matthew 734: $count = $ResponseData{'_total'}->[$try] -
735: $ResponseData{'_correct'}->[$try];
1.77 matthew 736: $title = 'Submission '.$try.' (N='.$count.')';
1.46 matthew 737: my $incorrectgraph = &Apache::loncommon::DrawBarGraph
1.42 matthew 738: ($title,'Foil Number','% Option Chosen Incorrectly',
1.76 matthew 739: 100,$plotcolors,\@Labels,@Datasets);
1.42 matthew 740: $analysis_html.= '<td>'.$incorrectgraph.'</td>';
1.75 matthew 741: $analysis_html.= '<td>'.$optionkey."<td></tr>\n";
1.42 matthew 742: }
743: $analysis_html .= "</table>\n";
744: return $analysis_html;
745: }
746:
1.57 matthew 747: sub OR_Tries_Concept_Analysis {
1.42 matthew 748: my ($mintries,$maxtries,$Concepts,$respdat,$ORdata) = @_;
749: my %ResponseData = %$respdat;
750: my $analysis_html = "<table>\n";
751: #
752: # Compute the data neccessary to make the plots
753: my @PlotData;
754: # Concept analysis
755: #
756: # Note: we do not bother with characterizing the students incorrect
757: # answers at the concept level because an incorrect answer for one foil
758: # may be a correct answer for another foil.
759: my %ConceptData;
760: foreach my $concept (@{$Concepts}) {
761: for (my $i=$mintries;$i<=$maxtries;$i++) {
762: #
763: # Gather the per-attempt data
764: my $cdata = $ConceptData{$concept}->[$i];
765: foreach my $foilid (@{$concept->{'foils'}}) {
766: $cdata->{'_correct'} +=
767: $ResponseData{$foilid}->[$i]->{'_correct'};
768: $cdata->{'_total'} +=
769: $ResponseData{$foilid}->[$i]->{'_total'};
770: }
771: push (@{$PlotData[$i]->{'_total'}},$cdata->{'_total'});
772: if ($cdata->{'_total'} == 0) {
773: push (@{$PlotData[$i]->{'_correct'}},0);
774: } else {
775: push (@{$PlotData[$i]->{'_correct'}},
776: 100*$cdata->{'_correct'}/$cdata->{'_total'});
1.36 matthew 777: }
1.25 matthew 778: }
1.42 matthew 779: }
1.31 matthew 780: # Build a table for the plots
1.25 matthew 781: for (my $i=$mintries;$i<=$maxtries;$i++) {
1.39 matthew 782: my $minstu = $PlotData[$i]->{'_total'}->[0];
783: my $maxstu = $PlotData[$i]->{'_total'}->[0];
784: foreach my $count (@{$PlotData[$i]->{'_total'}}) {
1.36 matthew 785: if ($minstu > $count) {
786: $minstu = $count;
1.27 matthew 787: }
1.36 matthew 788: if ($maxstu < $count) {
789: $maxstu = $count;
1.27 matthew 790: }
791: }
1.39 matthew 792: $maxstu = 0 if (! defined($maxstu));
793: $minstu = 0 if (! defined($minstu));
1.35 matthew 794: my $title;
1.42 matthew 795: my $count = $ResponseData{'_total'}->[$i];
796: if ($count == 0) {
797: $count = 'no submissions';
798: } elsif ($count == 1) {
799: $count = '1 submission';
1.27 matthew 800: } else {
1.42 matthew 801: $count = $count.' submissions';
1.39 matthew 802: }
1.42 matthew 803: $title = 'Attempt '.$i.', '.$count;
1.46 matthew 804: my $graphlink = &Apache::loncommon::DrawBarGraph
1.42 matthew 805: ($title,'Concept Number','Percent Correct',
1.64 matthew 806: 100,$plotcolors,undef,$PlotData[$i]->{'_correct'});
1.42 matthew 807: $analysis_html.= '<tr><td>'.$graphlink."</td></tr>\n";
1.25 matthew 808: }
1.42 matthew 809: $analysis_html .= "</table>\n";
810: return $analysis_html;
1.25 matthew 811: }
812:
1.57 matthew 813: sub OR_analyze_by_tries {
1.43 matthew 814: my ($r,$PerformanceData,$mintries,$maxtries) = @_;
1.25 matthew 815: my %Trydata;
816: $mintries = 1 if (! defined($mintries) || $mintries < 1);
817: $maxtries = $mintries if (! defined($maxtries) || $maxtries < $mintries);
1.26 matthew 818: foreach my $row (@$PerformanceData) {
819: next if (! defined($row));
1.47 matthew 820: my $tries = &get_tries_from_row($row);
1.46 matthew 821: my %Row = &Process_OR_Row($row);
1.43 matthew 822: next if (! %Row);
1.42 matthew 823: while (my ($foilid,$href) = each(%Row)) {
824: if (! ref($href)) {
825: $Trydata{$foilid}->[$tries] += $href;
826: next;
827: }
828: while (my ($option,$value) = each(%$href)) {
829: $Trydata{$foilid}->[$tries]->{$option}+=$value;
1.25 matthew 830: }
831: }
832: }
833: return %Trydata;
834: }
835:
1.33 matthew 836: #########################################################
1.46 matthew 837: #
838: # Option Response: Time Analysis
839: #
1.33 matthew 840: #########################################################
1.57 matthew 841: sub OR_time_analysis {
1.33 matthew 842: my ($PerformanceData,$ORdata) = @_;
1.42 matthew 843: my ($table,$Foils,$Concepts) = &build_foil_index($ORdata);
844: if ((@$Concepts < 2) && ($ENV{'form.AnalyzeAs'} ne 'Foils')) {
845: $table = '<h3>'.
846: &mt('Not enough data for concept analysis. '.
847: 'Performing Foil Analysis').
848: '</h3>'.$table;
849: $ENV{'form.AnalyzeAs'} = 'Foils';
850: }
1.33 matthew 851: my $num_plots = $ENV{'form.NumPlots'};
852: my $num_data = scalar(@$PerformanceData)-1;
853: my $percent = sprintf('%2f',100/$num_plots);
1.42 matthew 854: #
1.37 matthew 855: $table .= "<table>\n";
1.33 matthew 856: for (my $i=0;$i<$num_plots;$i++) {
1.42 matthew 857: ##
1.34 matthew 858: my $starttime = &Apache::lonhtmlcommon::get_date_from_form
859: ('startdate_'.$i);
860: my $endtime = &Apache::lonhtmlcommon::get_date_from_form
861: ('enddate_'.$i);
862: if (! defined($starttime) || ! defined($endtime)) {
1.42 matthew 863: my $sec_in_day = 86400;
1.47 matthew 864: my $last_sub_time = &get_time_from_row($PerformanceData->[-1]);
1.42 matthew 865: my ($sday,$smon,$syear);
866: (undef,undef,undef,$sday,$smon,$syear) =
867: localtime($last_sub_time - $sec_in_day*$i);
868: $starttime = &Time::Local::timelocal(0,0,0,$sday,$smon,$syear);
869: $endtime = $starttime + $sec_in_day;
870: if ($i == ($num_plots -1 )) {
1.47 matthew 871: $starttime = &get_time_from_row($PerformanceData->[0]);
1.42 matthew 872: }
873: }
1.34 matthew 874: my $startdateform = &Apache::lonhtmlcommon::date_setter
875: ('Statistics','startdate_'.$i,$starttime);
876: my $enddateform = &Apache::lonhtmlcommon::date_setter
877: ('Statistics','enddate_'.$i,$endtime);
1.42 matthew 878: #
879: my $begin_index;
880: my $end_index;
881: my $j;
882: while (++$j < scalar(@$PerformanceData)) {
1.47 matthew 883: last if (&get_time_from_row($PerformanceData->[$j])
1.46 matthew 884: > $starttime);
1.42 matthew 885: }
886: $begin_index = $j;
887: while (++$j < scalar(@$PerformanceData)) {
1.47 matthew 888: last if (&get_time_from_row($PerformanceData->[$j]) > $endtime);
1.42 matthew 889: }
890: $end_index = $j;
891: ##
892: my $interval = {
893: begin_index => $begin_index,
894: end_index => $end_index,
895: startdateform => $startdateform,
896: enddateform => $enddateform,
897: };
898: if ($ENV{'form.AnalyzeAs'} eq 'Foils') {
1.57 matthew 899: $table .= &OR_Foil_Time_Analysis($PerformanceData,$ORdata,$Foils,
1.42 matthew 900: $interval);
901: } else {
1.57 matthew 902: $table .= &OR_Concept_Time_Analysis($PerformanceData,$ORdata,
1.42 matthew 903: $Concepts,$interval);
904: }
1.33 matthew 905: }
1.42 matthew 906: #
1.33 matthew 907: return $table;
908: }
909:
1.57 matthew 910: sub OR_Foil_Time_Analysis {
1.42 matthew 911: my ($PerformanceData,$ORdata,$Foils,$interval) = @_;
912: my $analysis_html;
913: my $foilkey = &build_option_index($ORdata);
914: my ($begin_index,$end_index) = ($interval->{'begin_index'},
915: $interval->{'end_index'});
1.33 matthew 916: my %TimeData;
917: #
918: # Compute the number getting the foils correct or incorrects
1.42 matthew 919: for (my $j=$begin_index;$j<=$end_index;$j++) {
920: my $row = $PerformanceData->[$j];
1.33 matthew 921: next if (! defined($row));
1.46 matthew 922: my %Row = &Process_OR_Row($row);
1.42 matthew 923: while (my ($foilid,$href) = each(%Row)) {
924: if (! ref($href)) {
925: $TimeData{$foilid} += $href;
926: next;
927: }
928: while (my ($option,$value) = each(%$href)) {
929: $TimeData{$foilid}->{$option}+=$value;
1.33 matthew 930: }
931: }
932: }
1.39 matthew 933: my @Plotdata;
1.42 matthew 934: foreach my $foil (@$Foils) {
935: my $total = $TimeData{$foil}->{'_total'};
936: if ($total == 0) {
937: push(@{$Plotdata[0]},0);
938: } else {
939: push(@{$Plotdata[0]},
940: 100 * $TimeData{$foil}->{'_correct'} / $total);
941: }
942: my $total_incorrect = $total - $TimeData{$foil}->{'_correct'};
943: my $optionidx = 1;
1.48 matthew 944: foreach my $option (@{$ORdata->{'_Options'}}) {
1.42 matthew 945: if ($total_incorrect == 0) {
946: push(@{$Plotdata[$optionidx]},0);
947: } else {
948: push(@{$Plotdata[$optionidx]},
949: 100 * $TimeData{$foil}->{$option} / $total_incorrect);
1.37 matthew 950: }
1.42 matthew 951: } continue {
952: $optionidx++;
1.39 matthew 953: }
1.42 matthew 954: }
955: #
956: # Create the plot
957: my $count = $end_index-$begin_index;
958: my $title;
959: if ($count == 0) {
960: $title = 'no submissions';
961: } elsif ($count == 1) {
962: $title = 'one submission';
1.39 matthew 963: } else {
1.42 matthew 964: $title = $count.' submissions';
965: }
1.46 matthew 966: my $correctplot = &Apache::loncommon::DrawBarGraph($title,
967: 'Foil Number',
968: 'Percent Correct',
969: 100,
970: $plotcolors,
1.64 matthew 971: undef,
1.46 matthew 972: $Plotdata[0]);
1.42 matthew 973: for (my $j=0; $j< scalar(@{$Plotdata[0]});$j++) {
974: $Plotdata[0]->[$j]=0;
975: }
976: $count = $end_index-$begin_index-$TimeData{'_correct'};
977: if ($count == 0) {
978: $title = 'no submissions';
979: } elsif ($count == 1) {
980: $title = 'one submission';
981: } else {
982: $title = $count.' submissions';
983: }
1.46 matthew 984: my $incorrectplot = &Apache::loncommon::DrawBarGraph($title,
1.42 matthew 985: 'Foil Number',
986: 'Incorrect Option Choice',
987: 100,
988: $plotcolors,
1.64 matthew 989: undef,
1.42 matthew 990: @Plotdata);
991: $analysis_html.='<tr>'.
992: '<td>'.$correctplot.'</td>'.
993: '<td>'.$incorrectplot.'</td>'.
994: '<td align="left" valign="top">'.$foilkey.'</td>'."</tr>\n";
995: $analysis_html.= '<tr>'.'<td colspan="3">'.
996: '<b>Start Time</b>:'.
997: ' '.$interval->{'startdateform'}.'<br />'.
998: '<b>End Time</b> : '.
999: ' '.$interval->{'enddateform'}.'<br />'.
1000: # '<b>Plot Title</b> :'.
1001: # (" "x3).$interval->{'titleform'}.
1002: '</td>'.
1003: "</tr>\n";
1004: return $analysis_html;
1005: }
1006:
1.57 matthew 1007: sub OR_Concept_Time_Analysis {
1.42 matthew 1008: my ($PerformanceData,$ORdata,$Concepts,$interval) = @_;
1009: my $analysis_html;
1010: ##
1011: ## Determine starttime, endtime, startindex, endindex
1012: my ($begin_index,$end_index) = ($interval->{'begin_index'},
1013: $interval->{'end_index'});
1014: my %TimeData;
1015: #
1016: # Compute the number getting the foils correct or incorrects
1017: for (my $j=$begin_index;$j<=$end_index;$j++) {
1018: my $row = $PerformanceData->[$j];
1019: next if (! defined($row));
1.46 matthew 1020: my %Row = &Process_OR_Row($row);
1.42 matthew 1021: while (my ($foilid,$href) = each(%Row)) {
1022: if (! ref($href)) {
1023: $TimeData{$foilid} += $href;
1024: next;
1.37 matthew 1025: }
1.42 matthew 1026: while (my ($option,$value) = each(%$href)) {
1027: $TimeData{$foilid}->{$option}+=$value;
1.37 matthew 1028: }
1.33 matthew 1029: }
1030: }
1031: #
1.42 matthew 1032: # Put the data in plottable form
1033: my @Plotdata;
1034: foreach my $concept (@$Concepts) {
1035: my ($total,$correct);
1036: foreach my $foil (@{$concept->{'foils'}}) {
1037: $total += $TimeData{$foil}->{'_total'};
1038: $correct += $TimeData{$foil}->{'_correct'};
1039: }
1040: if ($total == 0) {
1041: push(@Plotdata,0);
1042: } else {
1043: push(@Plotdata,100 * $correct / $total);
1044: }
1045: }
1046: #
1.33 matthew 1047: # Create the plot
1.42 matthew 1048: my $title = ($end_index - $begin_index).' submissions';
1.46 matthew 1049: my $correctplot = &Apache::loncommon::DrawBarGraph($title,
1.42 matthew 1050: 'Concept Number',
1051: 'Percent Correct',
1052: 100,
1053: $plotcolors,
1.64 matthew 1054: undef,
1.42 matthew 1055: \@Plotdata);
1056: $analysis_html.='<tr>'.
1057: '<td>'.$correctplot.'</td>'.
1058: '<td align="left" valign="top">'.
1059: '<b>Start Time</b>: '.$interval->{'startdateform'}.'<br />'.
1060: '<b>End Time</b> : '.
1061: ' '.$interval->{'enddateform'}.'<br />'.
1062: # '<b>Plot Title</b> :'.(" "x3).
1063: # $interval->{'titleform'}.
1064: '</td>'.
1065: "</tr>\n";
1066: return $analysis_html;
1067: }
1068:
1069: #########################################################
1070: #########################################################
1071: ##
1072: ## Excel output
1073: ##
1074: #########################################################
1075: #########################################################
1.57 matthew 1076: sub OR_excel_sheet {
1.43 matthew 1077: my ($r,$resource,$PerformanceData,$ORdata) = @_;
1.44 matthew 1078: my $response = '';
1.42 matthew 1079: my (undef,$Foils,$Concepts) = &build_foil_index($ORdata);
1.43 matthew 1080: #
1081: # Create excel worksheet
1082: my $filename = '/prtspool/'.
1083: $ENV{'user.name'}.'_'.$ENV{'user.domain'}.'_'.
1084: time.'_'.rand(1000000000).'.xls';
1085: my $workbook = Spreadsheet::WriteExcel->new('/home/httpd'.$filename);
1086: if (! defined($workbook)) {
1087: $r->log_error("Error creating excel spreadsheet $filename: $!");
1088: $r->print('<p>'.&mt("Unable to create new Excel file. ".
1089: "This error has been logged. ".
1090: "Please alert your LON-CAPA administrator").
1091: '</p>');
1092: return undef;
1093: }
1094: #
1095: $workbook->set_tempdir('/home/httpd/perl/tmp');
1.69 matthew 1096: my $format = &Apache::loncommon::define_excel_formats($workbook);
1.43 matthew 1097: #
1098: # Create and populate main worksheets
1099: my $problem_data_sheet = $workbook->addworksheet('Problem Data');
1.69 matthew 1100: my $student_data_sheet = &build_student_data_worksheet($workbook,$format);
1.43 matthew 1101: my $response_data_sheet = $workbook->addworksheet('Response Data');
1102: foreach my $sheet ($problem_data_sheet,$student_data_sheet,
1103: $response_data_sheet) {
1104: $sheet->write(0,0,$resource->{'title'},$format->{'h2'});
1105: $sheet->write(1,0,$resource->{'src'},$format->{'h3'});
1106: }
1107: #
1108: my $result;
1.59 matthew 1109: $result = &OR_build_problem_data_worksheet($problem_data_sheet,$format,
1.43 matthew 1110: $Concepts,$ORdata);
1111: if ($result ne 'okay') {
1112: # Do something useful
1113: }
1.59 matthew 1114: $result = &OR_build_response_data_worksheet($response_data_sheet,$format,
1.43 matthew 1115: $PerformanceData,$Foils,
1116: $ORdata);
1117: if ($result ne 'okay') {
1118: # Do something useful
1119: }
1.44 matthew 1120: $response_data_sheet->activate();
1.43 matthew 1121: #
1122: # Close the excel file
1123: $workbook->close();
1124: #
1125: # Write a link to allow them to download it
1.44 matthew 1126: $result .= '<h2>'.&mt('Excel Raw Data Output').'</h2>'.
1127: '<p><a href="'.$filename.'">'.
1128: &mt('Your Excel spreadsheet.').
1129: '</a></p>'."\n";
1.43 matthew 1130: return $result;
1131: }
1132:
1.57 matthew 1133: sub OR_build_problem_data_worksheet {
1.43 matthew 1134: my ($worksheet,$format,$Concepts,$ORdata) = @_;
1135: my $rows_output = 3;
1136: my $cols_output = 0;
1137: $worksheet->write($rows_output++,0,'Problem Structure',$format->{'h3'});
1138: ##
1139: ##
1140: my @Headers;
1141: if (@$Concepts > 1) {
1142: @Headers = ("Concept\nNumber",'Concept',"Foil\nNumber",
1143: 'Foil Name','Foil Text','Correct value');
1144: } else {
1145: @Headers = ('Foil Number','FoilName','Foil Text','Correct value');
1146: }
1147: $worksheet->write_row($rows_output++,0,\@Headers,$format->{'header'});
1.48 matthew 1148: my %Foildata = %{$ORdata->{'_Foils'}};
1.43 matthew 1149: my $conceptindex = 1;
1150: my $foilindex = 1;
1151: foreach my $concept (@$Concepts) {
1152: my @FoilsInConcept = @{$concept->{'foils'}};
1153: my $firstfoil = shift(@FoilsInConcept);
1154: if (@$Concepts > 1) {
1155: $worksheet->write_row($rows_output++,0,
1156: [$conceptindex,
1157: $concept->{'name'},
1158: $foilindex++,
1159: $Foildata{$firstfoil}->{'name'},
1160: $Foildata{$firstfoil}->{'text'},
1161: $Foildata{$firstfoil}->{'value'},]);
1162: } else {
1163: $worksheet->write_row($rows_output++,0,
1164: [ $foilindex++,
1165: $Foildata{$firstfoil}->{'name'},
1166: $Foildata{$firstfoil}->{'text'},
1167: $Foildata{$firstfoil}->{'value'},]);
1168: }
1169: foreach my $foilid (@FoilsInConcept) {
1170: if (@$Concepts > 1) {
1171: $worksheet->write_row($rows_output++,0,
1172: ['',
1173: '',
1174: $foilindex,
1175: $Foildata{$foilid}->{'name'},
1176: $Foildata{$foilid}->{'text'},
1177: $Foildata{$foilid}->{'value'},]);
1178: } else {
1179: $worksheet->write_row($rows_output++,0,
1180: [$foilindex,
1181: $Foildata{$foilid}->{'name'},
1182: $Foildata{$foilid}->{'text'},
1183: $Foildata{$foilid}->{'value'},]);
1184: }
1185: } continue {
1186: $foilindex++;
1187: }
1188: } continue {
1189: $conceptindex++;
1190: }
1191: $rows_output++;
1192: $rows_output++;
1193: ##
1194: ## Option data output
1195: $worksheet->write($rows_output++,0,'Options',$format->{'header'});
1.48 matthew 1196: foreach my $string (@{$ORdata->{'_Options'}}) {
1.43 matthew 1197: $worksheet->write($rows_output++,0,$string);
1198: }
1199: return 'okay';
1200: }
1201:
1.57 matthew 1202: sub OR_build_response_data_worksheet {
1.43 matthew 1203: my ($worksheet,$format,$PerformanceData,$Foils,$ORdata)=@_;
1204: my $rows_output = 3;
1205: my $cols_output = 0;
1206: $worksheet->write($rows_output++,0,'Response Data',$format->{'h3'});
1207: $worksheet->set_column(1,1,20);
1208: $worksheet->set_column(2,2,13);
1209: my @Headers = ('identifier','time','award detail','attempt');
1210: foreach my $foil (@$Foils) {
1211: push (@Headers,$foil.' submission');
1212: push (@Headers,$foil.' grading');
1213: }
1214: $worksheet->write_row($rows_output++,0,\@Headers,$format->{'header'});
1215: #
1216: foreach my $row (@$PerformanceData) {
1217: next if (! defined($row));
1218: my ($student,$award,$grading,$submission,$time,$tries) = @$row;
1219: my @Foilgrades = split('&',$grading);
1220: my @Foilsubs = split('&',$submission);
1221: my %ResponseData;
1222: for (my $j=0;$j<=$#Foilgrades;$j++) {
1223: my ($foilid,$correct) = split('=',$Foilgrades[$j]);
1224: my (undef,$submission) = split('=',$Foilsubs[$j]);
1225: $submission = &Apache::lonnet::unescape($submission);
1226: $ResponseData{$foilid.' submission'}=$submission;
1227: $ResponseData{$foilid.' award'}=$correct;
1228: }
1229: $worksheet->write($rows_output,$cols_output++,$student);
1230: $worksheet->write($rows_output,$cols_output++,
1.71 matthew 1231: &Apache::lonstathelpers::calc_serial($time),$format->{'date'});
1.43 matthew 1232: $worksheet->write($rows_output,$cols_output++,$award);
1233: $worksheet->write($rows_output,$cols_output++,$tries);
1234: foreach my $foilid (@$Foils) {
1235: $worksheet->write($rows_output,$cols_output++,
1236: $ResponseData{$foilid.' submission'});
1237: $worksheet->write($rows_output,$cols_output++,
1238: $ResponseData{$foilid.' award'});
1239: }
1240: $rows_output++;
1241: $cols_output = 0;
1242: }
1243: return;
1.42 matthew 1244: }
1245:
1.46 matthew 1246: sub build_foil_index {
1247: my ($ORdata) = @_;
1.48 matthew 1248: return if (! exists($ORdata->{'_Foils'}));
1249: my %Foildata = %{$ORdata->{'_Foils'}};
1.46 matthew 1250: my @Foils = sort(keys(%Foildata));
1251: my %Concepts;
1252: foreach my $foilid (@Foils) {
1.48 matthew 1253: push(@{$Concepts{$Foildata{$foilid}->{'_Concept'}}},
1.46 matthew 1254: $foilid);
1255: }
1256: undef(@Foils);
1257: # Having gathered the concept information in a hash, we now translate it
1258: # into an array because we need to be consistent about order.
1259: # Also put the foils in order, too.
1260: my $sortfunction = sub {
1261: my %Numbers = (one => 1,
1262: two => 2,
1263: three => 3,
1264: four => 4,
1265: five => 5,
1266: six => 6,
1267: seven => 7,
1268: eight => 8,
1269: nine => 9,
1270: ten => 10,);
1271: my $a1 = lc($a);
1272: my $b1 = lc($b);
1.57 matthew 1273: if (exists($Numbers{$a1})) {
1.67 matthew 1274: $a1 = $Numbers{$a1};
1.57 matthew 1275: }
1276: if (exists($Numbers{$b1})) {
1.67 matthew 1277: $b1 = $Numbers{$b1};
1.46 matthew 1278: }
1.67 matthew 1279: if (($a1 =~/^\d+$/) && ($b1 =~/^\d+$/)) {
1280: return $a1 <=> $b1;
1.57 matthew 1281: } else {
1.67 matthew 1282: return $a1 cmp $b1;
1.46 matthew 1283: }
1284: };
1285: my @Concepts;
1286: foreach my $concept (sort $sortfunction (keys(%Concepts))) {
1.57 matthew 1287: if (! defined($Concepts{$concept})) {
1288: $Concepts{$concept}=[];
1289: # next;
1290: }
1.46 matthew 1291: push(@Concepts,{ name => $concept,
1292: foils => [@{$Concepts{$concept}}]});
1293: push(@Foils,(@{$Concepts{$concept}}));
1294: }
1295: #
1296: # Build up the table of row labels.
1297: my $table = '<table border="1" >'."\n";
1298: if (@Concepts > 1) {
1299: $table .= '<tr>'.
1300: '<th>'.&mt('Concept Number').'</th>'.
1301: '<th>'.&mt('Concept').'</th>'.
1302: '<th>'.&mt('Foil Number').'</th>'.
1303: '<th>'.&mt('Foil Name').'</th>'.
1304: '<th>'.&mt('Foil Text').'</th>'.
1305: '<th>'.&mt('Correct Value').'</th>'.
1306: "</tr>\n";
1307: } else {
1308: $table .= '<tr>'.
1309: '<th>'.&mt('Foil Number').'</th>'.
1310: '<th>'.&mt('Foil Name').'</th>'.
1311: '<th>'.&mt('Foil Text').'</th>'.
1312: '<th>'.&mt('Correct Value').'</th>'.
1313: "</tr>\n";
1314: }
1315: my $conceptindex = 1;
1316: my $foilindex = 1;
1317: foreach my $concept (@Concepts) {
1318: my @FoilsInConcept = @{$concept->{'foils'}};
1319: my $firstfoil = shift(@FoilsInConcept);
1320: if (@Concepts > 1) {
1321: $table .= '<tr>'.
1322: '<td>'.$conceptindex.'</td>'.
1.83 albertel 1323: '<td>'.&HTML::Entities::encode($concept->{'name'},'<>&"').'</td>'.
1.46 matthew 1324: '<td>'.$foilindex++.'</td>'.
1.83 albertel 1325: '<td>'.&HTML::Entities::encode($Foildata{$firstfoil}->{'name'},'<>&"').'</td>'.
1.65 matthew 1326: '<td>'.$Foildata{$firstfoil}->{'text'}.'</td>'.
1.83 albertel 1327: '<td>'.&HTML::Entities::encode($Foildata{$firstfoil}->{'value'},'<>&"').'</td>'.
1.46 matthew 1328: "</tr>\n";
1329: } else {
1330: $table .= '<tr>'.
1331: '<td>'.$foilindex++.'</td>'.
1.83 albertel 1332: '<td>'.&HTML::Entities::encode($Foildata{$firstfoil}->{'name'},'<>&"').'</td>'.
1.65 matthew 1333: '<td>'.$Foildata{$firstfoil}->{'text'}.'</td>'.
1.83 albertel 1334: '<td>'.&HTML::Entities::encode($Foildata{$firstfoil}->{'value'},'<>&"').'</td>'.
1.46 matthew 1335: "</tr>\n";
1336: }
1337: foreach my $foilid (@FoilsInConcept) {
1338: if (@Concepts > 1) {
1339: $table .= '<tr>'.
1340: '<td></td>'.
1341: '<td></td>'.
1342: '<td>'.$foilindex.'</td>'.
1.83 albertel 1343: '<td>'.&HTML::Entities::encode($Foildata{$foilid}->{'name'},'<>&"').'</td>'.
1.65 matthew 1344: '<td>'.$Foildata{$foilid}->{'text'}.'</td>'.
1.84 ! albertel 1345: '<td>'.&HTML::Entities::encode($Foildata{$foilid}->{'value'},'<>&"').'</td>'.
1.46 matthew 1346: "</tr>\n";
1347: } else {
1348: $table .= '<tr>'.
1349: '<td>'.$foilindex.'</td>'.
1.83 albertel 1350: '<td>'.&HTML::Entities::encode($Foildata{$foilid}->{'name'},'<>&"').'</td>'.
1.65 matthew 1351: '<td>'.$Foildata{$foilid}->{'text'}.'</td>'.
1.83 albertel 1352: '<td>'.&HTML::Entities::encode($Foildata{$foilid}->{'value'},'<>&"').'</td>'.
1.46 matthew 1353: "</tr>\n";
1354: }
1355: } continue {
1356: $foilindex++;
1357: }
1358: } continue {
1359: $conceptindex++;
1360: }
1361: $table .= "</table>\n";
1362: #
1363: # Build option index with color stuff
1364: return ($table,\@Foils,\@Concepts);
1365: }
1366:
1367: sub build_option_index {
1368: my ($ORdata)= @_;
1369: my $table = "<table>\n";
1370: my $optionindex = 0;
1371: my @Rows;
1.48 matthew 1372: foreach my $option (&mt('correct option chosen'),@{$ORdata->{'_Options'}}) {
1.46 matthew 1373: push (@Rows,
1374: '<tr>'.
1375: '<td bgcolor="'.$plotcolors->[$optionindex++].'">'.
1376: (' 'x4).'</td>'.
1.83 albertel 1377: '<td>'.&HTML::Entities::encode($option,'<>&"').'</td>'.
1.46 matthew 1378: "</tr>\n");
1379: }
1380: shift(@Rows); # Throw away 'correct option chosen' color
1381: $table .= join('',reverse(@Rows));
1382: $table .= "</table>\n";
1383: }
1384:
1.33 matthew 1385: #########################################################
1386: #########################################################
1387: ##
1.46 matthew 1388: ## Generic Interface Routines
1.33 matthew 1389: ##
1390: #########################################################
1391: #########################################################
1.23 matthew 1392: sub CreateInterface {
1.28 matthew 1393: ##
1394: ## Environment variable initialization
1.36 matthew 1395: if (! exists$ENV{'form.AnalyzeOver'}) {
1396: $ENV{'form.AnalyzeOver'} = 'Tries';
1.28 matthew 1397: }
1398: ##
1399: ## Build the menu
1.7 stredwic 1400: my $Str = '';
1.72 matthew 1401: $Str .= &Apache::lonhtmlcommon::breadcrumbs
1.74 matthew 1402: (undef,'Detailed Problem Analysis');
1.23 matthew 1403: $Str .= '<table cellspacing="5">'."\n";
1404: $Str .= '<tr>';
1405: $Str .= '<td align="center"><b>'.&mt('Sections').'</b></td>';
1406: $Str .= '<td align="center"><b>'.&mt('Enrollment Status').'</b></td>';
1.31 matthew 1407: # $Str .= '<td align="center"><b>'.&mt('Sequences and Folders').'</b></td>';
1408: $Str .= '<td align="center"> </td>';
1.23 matthew 1409: $Str .= '</tr>'."\n";
1.31 matthew 1410: ##
1411: ##
1.23 matthew 1412: $Str .= '<tr><td align="center">'."\n";
1413: $Str .= &Apache::lonstatistics::SectionSelect('Section','multiple',5);
1.28 matthew 1414: $Str .= '</td>';
1415: #
1416: $Str .= '<td align="center">';
1.23 matthew 1417: $Str .= &Apache::lonhtmlcommon::StatusOptions(undef,undef,5);
1.28 matthew 1418: $Str .= '</td>';
1419: #
1.31 matthew 1420: # $Str .= '<td align="center">';
1.23 matthew 1421: my $only_seq_with_assessments = sub {
1422: my $s=shift;
1423: if ($s->{'num_assess'} < 1) {
1424: return 0;
1425: } else {
1426: return 1;
1427: }
1428: };
1.31 matthew 1429: &Apache::lonstatistics::MapSelect('Maps','multiple,all',5,
1.23 matthew 1430: $only_seq_with_assessments);
1.36 matthew 1431: ##
1432: ##
1.28 matthew 1433: $Str .= '<td>';
1.36 matthew 1434: { # These braces are here to organize the code, not scope it.
1435: {
1436: $Str .= '<nobr>'.&mt('Analyze Over ');
1.51 matthew 1437: $Str .= &Apache::loncommon::help_open_topic
1438: ('Analysis_Analyze_Over');
1.36 matthew 1439: $Str .='<select name="AnalyzeOver" >';
1440: $Str .= '<option value="Tries" ';
1441: if (! exists($ENV{'form.AnalyzeOver'}) ||
1442: $ENV{'form.AnalyzeOver'} eq 'Tries'){
1443: # Default to Tries
1444: $Str .= ' selected ';
1445: }
1446: $Str .= '>'.&mt('Tries').'</option>';
1447: $Str .= '<option value="Time" ';
1448: $Str .= ' selected ' if ($ENV{'form.AnalyzeOver'} eq 'Time');
1449: $Str .= '>'.&mt('Time').'</option>';
1.51 matthew 1450: $Str .= '</select>';
1451: $Str .= '</nobr><br />';
1.36 matthew 1452: }
1453: {
1454: $Str .= '<nobr>'.&mt('Analyze as ');
1.51 matthew 1455: $Str .= &Apache::loncommon::help_open_topic
1456: ('Analysis_Analyze_as');
1.36 matthew 1457: $Str .='<select name="AnalyzeAs" >';
1458: $Str .= '<option value="Concepts" ';
1459: if (! exists($ENV{'form.AnalyzeAs'}) ||
1460: $ENV{'form.AnalyzeAs'} eq 'Concepts'){
1461: # Default to Concepts
1462: $Str .= ' selected ';
1463: }
1464: $Str .= '>'.&mt('Concepts').'</option>';
1465: $Str .= '<option value="Foils" ';
1466: $Str .= ' selected ' if ($ENV{'form.AnalyzeAs'} eq 'Foils');
1467: $Str .= '>'.&mt('Foils').'</option>';
1468: $Str .= '</select></nobr><br />';
1469: }
1470: {
1471: $Str .= '<br /><nobr>'.&mt('Number of Plots:');
1.52 matthew 1472: $Str .= &Apache::loncommon::help_open_topic
1473: ('Analysis_num_plots');
1.36 matthew 1474: $Str .= '<select name="NumPlots">';
1475: if (! exists($ENV{'form.NumPlots'})
1476: || $ENV{'form.NumPlots'} < 1
1477: || $ENV{'form.NumPlots'} > 20) {
1478: $ENV{'form.NumPlots'} = 5;
1479: }
1480: foreach my $i (1,2,3,4,5,6,7,8,10,15,20) {
1481: $Str .= '<option value="'.$i.'" ';
1482: if ($ENV{'form.NumPlots'} == $i) { $Str.=' selected '; }
1483: $Str .= '>'.$i.'</option>';
1484: }
1485: $Str .= '</select></nobr>';
1486: }
1.28 matthew 1487: }
1488: $Str .= '</td>';
1.36 matthew 1489: ##
1490: ##
1.28 matthew 1491: $Str .= '</tr>'."\n";
1.23 matthew 1492: $Str .= '</table>'."\n";
1.42 matthew 1493: return $Str;
1.54 matthew 1494: }
1.47 matthew 1495:
1496: #########################################################
1497: #########################################################
1498: ##
1499: ## Misc Option Response functions
1500: ##
1501: #########################################################
1502: #########################################################
1503: sub get_time_from_row {
1.42 matthew 1504: my ($row) = @_;
1505: if (ref($row)) {
1.47 matthew 1506: return $row->[&Apache::loncoursedata::RD_timestamp()];
1.42 matthew 1507: }
1508: return undef;
1509: }
1510:
1.47 matthew 1511: sub get_tries_from_row {
1.42 matthew 1512: my ($row) = @_;
1513: if (ref($row)) {
1.47 matthew 1514: return $row->[&Apache::loncoursedata::RD_tries()];
1.42 matthew 1515: }
1516: return undef;
1517: }
1518:
1.48 matthew 1519: sub hashify_attempt {
1520: my ($row) = @_;
1521: my %attempt;
1522: $attempt{'tries'} = $row->[&Apache::loncoursedata::RD_tries()];
1523: $attempt{'submission'} = $row->[&Apache::loncoursedata::RD_submission()];
1524: $attempt{'award'} = $row->[&Apache::loncoursedata::RD_awarddetail()];
1525: $attempt{'timestamp'} = $row->[&Apache::loncoursedata::RD_timestamp()];
1526: return %attempt;
1527: }
1528:
1.46 matthew 1529: sub Process_OR_Row {
1.42 matthew 1530: my ($row) = @_;
1531: my %RowData;
1.47 matthew 1532: my $student_id = $row->[&Apache::loncoursedata::RD_student_id()];
1533: my $award = $row->[&Apache::loncoursedata::RD_awarddetail()];
1534: my $grading = $row->[&Apache::loncoursedata::RD_response_eval()];
1535: my $submission = $row->[&Apache::loncoursedata::RD_submission()];
1536: my $time = $row->[&Apache::loncoursedata::RD_timestamp()];
1537: my $tries = $row->[&Apache::loncoursedata::RD_tries()];
1.43 matthew 1538: return undef if ($award eq 'MISSING_ANSWER');
1.42 matthew 1539: if ($award =~ /(APPROX_ANS|EXACT_ANS)/) {
1540: $RowData{'_correct'} = 1;
1541: }
1542: $RowData{'_total'} = 1;
1543: my @Foilgrades = split('&',$grading);
1544: my @Foilsubs = split('&',$submission);
1545: for (my $j=0;$j<=$#Foilgrades;$j++) {
1546: my ($foilid,$correct) = split('=',$Foilgrades[$j]);
1.58 matthew 1547: $foilid = &Apache::lonnet::unescape($foilid);
1.42 matthew 1548: my (undef,$submission) = split('=',$Foilsubs[$j]);
1549: if ($correct) {
1550: $RowData{$foilid}->{'_correct'}++;
1551: } else {
1552: $submission = &Apache::lonnet::unescape($submission);
1553: $RowData{$foilid}->{$submission}++;
1554: }
1555: $RowData{$foilid}->{'_total'}++;
1556: }
1557: return %RowData;
1.47 matthew 1558: }
1559:
1.23 matthew 1560: 1;
1.1 stredwic 1561:
1562: __END__
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