File:
[LON-CAPA] /
loncom /
interface /
statistics /
lonproblemanalysis.pm
Revision
1.33:
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Mon Oct 13 19:17:42 2003 UTC (20 years, 8 months ago) by
matthew
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MAIN
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First attempt at 'time' based analysis - actually, just taking a fixed
percent of the responses and graphing them.
Added 'Update Student Data' button because, when viewing a 2100 student
course it takes a while to even check the status of the students data.
The data is checked the first time a problem is analyzed but only on
request after that.
Added &build_foil_index as every analysis will have to have an index
of the foils.
Some comments and code reorganization.
1: # The LearningOnline Network with CAPA
2: #
3:
4: # $Id: lonproblemanalysis.pm,v 1.33 2003/10/13 19:17:42 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:
39: sub BuildProblemAnalysisPage {
40: my ($r,$c)=@_;
41: $r->print('<h2>'.&mt('Option Response Problem Analysis').'</h2>');
42: $r->print(&CreateInterface());
43: #
44: my @Students = @Apache::lonstatistics::Students;
45: #
46: if (exists($ENV{'form.updatecaches'}) ||
47: (exists($ENV{'form.firstanalysis'}) &&
48: $ENV{'form.firstanalysis'} ne 'no')) {
49: &Apache::lonstatistics::Gather_Full_Student_Data($r);
50: }
51: if (! exists($ENV{'form.firstanalysis'})) {
52: $r->print('<input type="hidden" name="firstanalysis" value="yes" />');
53: } else {
54: $r->print('<input type="hidden" name="firstanalysis" value="no" />');
55: }
56: if (exists($ENV{'form.problemchoice'}) &&
57: ! exists($ENV{'form.SelectAnother'})) {
58: $r->print('<input type="submit" name="ProblemAnalysis" value="'.
59: &mt('Analyze Problem Again').'" />');
60: $r->print(' 'x5);
61: $r->print('<input type="submit" name="ClearCache" value="'.
62: &mt('Clear Caches').'" />');
63: $r->print(' 'x5);
64: $r->print('<input type="submit" name="updatecaches" value="'.
65: &mt('Update Student Data').'" />');
66: $r->print(' 'x5);
67: $r->print('<input type="hidden" name="problemchoice" value="'.
68: $ENV{'form.problemchoice'}.'" />');
69: $r->print('<input type="submit" name="SelectAnother" value="'.
70: &mt('Choose a different resource').'" />');
71: $r->print(' 'x5);
72: #
73: $r->print('<hr />');
74: #
75: my ($symb,$part,$resid) = &get_problem_symb(
76: &Apache::lonnet::unescape($ENV{'form.problemchoice'})
77: );
78: #
79: my $resource = &get_resource_from_symb($symb);
80: if (defined($resource)) {
81: my %Data = &get_problem_data($resource->{'src'});
82: my $ORdata = $Data{$part.'.'.$resid};
83: ##
84: ## Render the problem
85: my $base;
86: ($base,undef) = ($resource->{'src'} =~ m|(.*/)[^/]*$|);
87: $base = "http://".$ENV{'SERVER_NAME'}.$base;
88: my $rendered_problem =
89: &Apache::lonnet::ssi_body($resource->{'src'});
90: $rendered_problem =~ s/<\s*form\s*/<nop /g;
91: $rendered_problem =~ s|(<\s*/form\s*>)|<\/nop>|g;
92: $r->print('<table bgcolor="ffffff"><tr><td>'.
93: '<base href="'.$base.'" />'.
94: $rendered_problem.
95: '</td></tr></table>');
96: ##
97: ## Analyze the problem
98: my $PerformanceData =
99: &Apache::loncoursedata::get_optionresponse_data
100: (\@Students,$symb,$resid);
101: if (defined($PerformanceData) &&
102: ref($PerformanceData) eq 'ARRAY') {
103: if ($ENV{'form.AnalyzeBy'} eq 'Tries') {
104: my $analysis_html = &tries_analysis($PerformanceData,
105: $ORdata);
106: $r->print($analysis_html);
107: } elsif ($ENV{'form.AnalyzeBy'} eq 'Time') {
108: my $analysis_html = &time_analysis($PerformanceData,
109: $ORdata);
110: $r->print($analysis_html);
111: } else {
112: $r->print('<h2>'.
113: &mt('The analysis you have selected is '.
114: 'not supported at this time').
115: '</h2>');
116: }
117: } else {
118: $r->print('<h2>'.
119: &mt('There is no student data for this problem.').
120: '</h2>');
121: }
122: } else {
123: $r->print('resource is undefined');
124: }
125: $r->print('<hr />');
126: } else {
127: $r->print('<input type="submit" name="ProblemAnalysis" value="'.
128: &mt('Analyze Problem').'" />');
129: $r->print(' 'x5);
130: $r->print('<h3>'.&mt('Please select a problem to analyze').'</h3>');
131: $r->print(&OptionResponseProblemSelector());
132: }
133: }
134:
135:
136: #########################################################
137: #########################################################
138: ##
139: ## Misc interface routines use by analysis code
140: ##
141: #########################################################
142: #########################################################
143: sub build_foil_index {
144: my ($ORdata) = @_;
145: my @Foils = sort(keys(%{$ORdata->{'Foiltext'}}));
146: my %Row_Label;
147: foreach my $foilid (@Foils) {
148: my $value = $ORdata->{'Foiltext'}->{$foilid};
149: $Row_Label{$foilid} = $ORdata->{'Foiltext'}->{$foilid};
150: }
151: #
152: # Build up the table of row labels.
153: my $table = '<table border="1" >'."\n";
154: $table .= '<tr><th>'.&mt('Foil Number').'</th>'.
155: '<th>'.&mt('Foil Text')."</th></tr>\n";
156: my $index = 1;
157: foreach my $foilid (@Foils) {
158: $table .= '<tr><td>'.$index.'</td>'.
159: '<td>'.$Row_Label{$foilid}."</td></tr>\n";
160: } continue {
161: $index++;
162: }
163: $table .= "</table>\n";
164: return ($table,@Foils);
165: }
166:
167: #########################################################
168: #########################################################
169: ##
170: ## Tries Analysis
171: ##
172: #########################################################
173: #########################################################
174: sub tries_analysis {
175: my ($PerformanceData,$ORdata) = @_;
176: my $mintries = 1;
177: my $maxtries = $ENV{'form.NumPlots'};
178: my %ResponseData = &analyze_option_data_by_tries($PerformanceData,
179: $mintries,$maxtries);
180: my ($table,@Foils) = &build_foil_index($ORdata);
181: #
182: # Compute the data neccessary to make the plots
183: my @PlotData;
184: my @CumulativePlotData;
185: foreach my $foilid (@Foils) {
186: for (my $i=$mintries;$i<=$maxtries;$i++) {
187: #
188: # Gather the per-attempt data
189: push (@{$PlotData[$i]->{'good'}},
190: $ResponseData{$foilid}->[$i]->{'percent_corr'});
191: push (@{$PlotData[$i]->{'bad'}},
192: 100-$ResponseData{$foilid}->[$i]->{'percent_corr'});
193: #
194: # Someday we may need the cumulative data and I think
195: # this is a neat way of computing it as we go along.
196: push (@{$CumulativePlotData[$i]->{'good'}},
197: $CumulativePlotData[-1]->{'good'}+
198: $ResponseData{$foilid}->[$i]->{'correct'});
199: push (@{$CumulativePlotData[$i]->{'bad'}},
200: $CumulativePlotData[-1]->{'bad'}+
201: $ResponseData{$foilid}->[$i]->{'incorrect'});
202: }
203: }
204: #
205: # Build a table for the plots
206: $table .= "<table>\n";
207: my @Plots;
208: for (my $i=$mintries;$i<=$maxtries;$i++) {
209: my $minstu = $ResponseData{$Foils[0]}->[$i]->{'total'};
210: my $maxstu = $ResponseData{$Foils[0]}->[$i]->{'total'};
211: foreach my $foilid (@Foils) {
212: if ($minstu > $ResponseData{$foilid}->[$i]->{'total'}) {
213: $minstu = $ResponseData{$foilid}->[$i]->{'total'};
214: }
215: if ($maxstu < $ResponseData{$foilid}->[$i]->{'total'}) {
216: $maxstu = $ResponseData{$foilid}->[$i]->{'total'};
217: }
218: }
219: $maxstu = 0 if (! $maxstu);
220: $minstu = 0 if (! $minstu);
221: my $graphlink;
222: if ($maxstu == $minstu) {
223: $graphlink = &Apache::loncommon::DrawGraph
224: ('Attempt '.$i.', '.$maxstu.' students',
225: 'Foil Number',
226: 'Percent Correct',
227: 100,
228: $PlotData[$i]->{'good'},
229: $PlotData[$i]->{'bad'});
230: } else {
231: $graphlink = &Apache::loncommon::DrawGraph
232: ('Attempt '.$i.', '.$minstu.'-'.$maxstu.
233: ' students',
234: 'Foil Number',
235: 'Percent Correct',
236: 100,
237: $PlotData[$i]->{'good'},
238: $PlotData[$i]->{'bad'});
239: }
240: push(@Plots,$graphlink);
241: }
242: #
243: # Should this be something the user can set? Too many dialogs!
244: my $plots_per_row = 2;
245: while (my $plotlink = shift(@Plots)) {
246: $table .= '<tr><td>'.$plotlink.'</td>';
247: for (my $i=1;$i<$plots_per_row;$i++) {
248: if ($plotlink = shift(@Plots)) {
249: $table .= '<td>'.$plotlink.'</td>';
250: } else {
251: $table .= '<td></td>';
252: }
253: }
254: $table .= "</tr>\n";
255: }
256: $table .= "</table>\n";
257: return ($table);
258: }
259:
260: sub analyze_option_data_by_tries {
261: my ($PerformanceData,$mintries,$maxtries) = @_;
262: my %Trydata;
263: $mintries = 1 if (! defined($mintries) || $mintries < 1);
264: $maxtries = $mintries if (! defined($maxtries) || $maxtries < $mintries);
265: foreach my $row (@$PerformanceData) {
266: next if (! defined($row));
267: my ($grading,$submission,$time,$tries) = @$row;
268: my @Foilgrades = split('&',$grading);
269: my @Foilsubs = split('&',$submission);
270: for (my $numtries = 1; $numtries <= $maxtries; $numtries++) {
271: if ($tries == $numtries) {
272: foreach my $foilgrade (@Foilgrades) {
273: my ($foilid,$correct) = split('=',$foilgrade);
274: if ($correct) {
275: $Trydata{$foilid}->[$numtries]->{'correct'}++;
276: } else {
277: $Trydata{$foilid}->[$numtries]->{'incorrect'}++;
278: }
279: }
280: }
281: }
282: }
283: foreach my $foilid (keys(%Trydata)) {
284: foreach my $tryhash (@{$Trydata{$foilid}}) {
285: next if ((! exists($tryhash->{'correct'}) &&
286: ! exists($tryhash->{'incorrect'})) ||
287: ($tryhash->{'correct'} < 1 &&
288: $tryhash->{'incorrect'} < 1));
289: $tryhash->{'total'} = $tryhash->{'correct'} +
290: $tryhash->{'incorrect'};
291: $tryhash->{'percent_corr'} = 100 *
292: ($tryhash->{'correct'} /
293: ($tryhash->{'correct'} + $tryhash->{'incorrect'})
294: );
295: }
296: }
297: return %Trydata;
298: }
299:
300: #########################################################
301: #########################################################
302: ##
303: ## Time Analysis
304: ##
305: #########################################################
306: #########################################################
307: sub time_analysis {
308: my ($PerformanceData,$ORdata) = @_;
309: my $num_plots = $ENV{'form.NumPlots'};
310: my ($table,@Foils) = &build_foil_index($ORdata);
311: my ($begin_index,$end_index);
312: my $num_data = scalar(@$PerformanceData)-1;
313: my $percent = sprintf('%2f',100/$num_plots);
314: for (my $i=0;$i<$num_plots;$i++) {
315: $begin_index = $i*int($num_data/$num_plots);
316: $end_index = ($i+1)*int($num_data/$num_plots);
317: my $lownum = sprintf('%2.1f',$i*$percent);
318: $lownum =~ s/(\.0)$//;
319: my $highnum = sprintf('%2.1f',($i+1)*$percent);
320: $highnum =~ s/(\.0)$//;
321: my ($plothtml,$starttime,$endtime,$data) =
322: &analyze_option_data_by_time($PerformanceData,
323: $begin_index,$end_index,
324: $lownum.'% to '.$highnum.'% of submissions',
325: @Foils);
326: $table.=$plothtml;
327: }
328: return $table;
329: }
330:
331: sub analyze_option_data_by_time {
332: my ($PerformanceData,$begin_index,$end_index,$description,@Foils) = @_;
333: my %TimeData;
334: #
335: # Get the start and end times for this segment of the plot
336: my $starttime = $PerformanceData->[$begin_index]->[2];
337: my $endtime = $PerformanceData->[$end_index ]->[2];
338: #
339: # Compute the number getting the foils correct or incorrects
340: for (my $i=$begin_index;$i<=$end_index;$i++) {
341: my $row = $PerformanceData->[$i];
342: next if (! defined($row));
343: my ($grading,$submission,$time,$tries) = @$row;
344: my @Foilgrades = split('&',$grading);
345: my @Foilsubs = split('&',$submission);
346: foreach my $foilgrade (@Foilgrades) {
347: my ($foilid,$correct) = split('=',$foilgrade);
348: if ($correct) {
349: $TimeData{$foilid}->{'correct'}++;
350: } else {
351: $TimeData{$foilid}->{'incorrect'}++;
352: }
353: }
354: }
355: #
356: # Compute the total and percent correct
357: my @Plotdata1;
358: my @Plotdata2;
359: foreach my $foilid (@Foils) {
360: if (! exists($TimeData{$foilid}->{'correct'})) {
361: $TimeData{$foilid}->{'correct'} = 0;
362: }
363: if (! exists($TimeData{$foilid}->{'incorrect'})) {
364: $TimeData{$foilid}->{'incorrect'} = 0;
365: }
366: $TimeData{$foilid}->{'total'} = $TimeData{$foilid}->{'correct'} +
367: $TimeData{$foilid}->{'incorrect'};
368: $TimeData{$foilid}->{'percent_corr'} = 100 *
369: $TimeData{$foilid}->{'correct'} /
370: $TimeData{$foilid}->{'total'};
371: push (@Plotdata1, $TimeData{$foilid}->{'percent_corr'});
372: push (@Plotdata2,100-$TimeData{$foilid}->{'percent_corr'});
373: }
374: #
375: # Create the plot
376: my $graphlink = &Apache::loncommon::DrawGraph
377: ($description,#'Time Interval Analysis',
378: 'Foil Number',
379: 'Percent Correct / Incorrect',
380: 100,
381: \@Plotdata1,\@Plotdata2);
382: $graphlink .= "<br />\n".
383: "<b>Start Time</b>: ".localtime($starttime)."<br />\n".
384: "<b>End Time</b>: ".localtime($endtime)."<br />\n";
385: #
386: return ($graphlink,$starttime,$endtime,\%TimeData);
387: }
388:
389:
390:
391:
392: #########################################################
393: #########################################################
394: ##
395: ## Interface
396: ##
397: #########################################################
398: #########################################################
399: sub CreateInterface {
400: ##
401: ## Environment variable initialization
402: if (! exists$ENV{'form.AnalyzeBy'}) {
403: $ENV{'form.AnalyzeBy'} = 'Tries';
404: }
405: ##
406: ## Build the menu
407: my $Str = '';
408: $Str .= '<table cellspacing="5">'."\n";
409: $Str .= '<tr>';
410: $Str .= '<td align="center"><b>'.&mt('Sections').'</b></td>';
411: $Str .= '<td align="center"><b>'.&mt('Enrollment Status').'</b></td>';
412: # $Str .= '<td align="center"><b>'.&mt('Sequences and Folders').'</b></td>';
413: $Str .= '<td align="center"> </td>';
414: $Str .= '</tr>'."\n";
415: ##
416: ##
417: $Str .= '<tr><td align="center">'."\n";
418: $Str .= &Apache::lonstatistics::SectionSelect('Section','multiple',5);
419: $Str .= '</td>';
420: #
421: $Str .= '<td align="center">';
422: $Str .= &Apache::lonhtmlcommon::StatusOptions(undef,undef,5);
423: $Str .= '</td>';
424: #
425: # $Str .= '<td align="center">';
426: my $only_seq_with_assessments = sub {
427: my $s=shift;
428: if ($s->{'num_assess'} < 1) {
429: return 0;
430: } else {
431: return 1;
432: }
433: };
434: &Apache::lonstatistics::MapSelect('Maps','multiple,all',5,
435: $only_seq_with_assessments);
436: # $Str .= '</td>';
437: #
438: $Str .= '<td>';
439: $Str .= '<nobr>'.&mt('Analyze By ');
440: $Str .='<select name="AnalyzeBy" >';
441: #
442: $Str .= '<option value="Tries" ';
443: if (! exists($ENV{'form.AnalyzeBy'}) || $ENV{'form.AnalyzeBy'} eq 'Tries'){
444: # Default to Tries
445: $Str .= ' selected ';
446: }
447: $Str .= '>'.&mt('Tries').'</option>';
448: #
449: $Str .= '<option value="Time" ';
450: $Str .= ' selected ' if ($ENV{'form.AnalyzeBy'} eq 'Time');
451: $Str .= '>'.&mt('Time').'</option>';
452: $Str .= '</select></nobr><br />';
453: #
454: $Str .= '<br /><nobr>'.&mt('Number of Plots:');
455: $Str .= '<select name="NumPlots">';
456: if (! exists($ENV{'form.NumPlots'})
457: || $ENV{'form.NumPlots'} < 1
458: || $ENV{'form.NumPlots'} > 20) {
459: $ENV{'form.NumPlots'} = 5;
460: }
461: foreach my $i (1,2,3,4,5,6,7,8,10,15,20) {
462: $Str .= '<option value="'.$i.'" ';
463: if ($ENV{'form.NumPlots'} == $i) { $Str.=' selected '; }
464: $Str .= '>'.$i.'</option>';
465: }
466: $Str .= '</select></nobr>';
467: $Str .= '</td>';
468: #
469: $Str .= '</tr>'."\n";
470: $Str .= '</table>'."\n";
471: return ($Str);
472: }
473:
474: sub OptionResponseProblemSelector {
475: my $Str;
476: $Str = "\n<table>\n";
477: foreach my $seq (&Apache::lonstatistics::Sequences_with_Assess()) {
478: next if ($seq->{'num_assess'}<1);
479: my $seq_str = '';
480: foreach my $res (@{$seq->{'contents'}}) {
481: # &Apache::lonnet::logthis('checking '.$res->{'title'});
482: next if ($res->{'type'} ne 'assessment');
483: foreach my $part (@{$res->{'parts'}}) {
484: my $partdata = $res->{'partdata'}->{$part};
485: if (! exists($partdata->{'option'}) ||
486: $partdata->{'option'} == 0) {
487: next;
488: }
489: for (my $i=0;$i<scalar(@{$partdata->{'ResponseTypes'}});$i++){
490: my $respid = $partdata->{'ResponseIds'}->[$i];
491: my $resptype = $partdata->{'ResponseTypes'}->[$i];
492: if ($resptype eq 'option') {
493: my $value = &Apache::lonnet::escape($res->{'symb'}.':'.$part.':'.$respid);
494: my $checked = '';
495: if ($ENV{'form.problemchoice'} eq $value) {
496: $checked = 'checked ';
497: }
498: $seq_str .= '<tr><td>'.
499: '<input type="radio" name="problemchoice" value="'.$value.'" '.$checked.'/>'.
500: '</td><td>'.
501: '<a href="'.$res->{'src'}.'">'.$res->{'title'}.'</a> ';
502: if ($partdata->{'option'} > 1) {
503: $seq_str .= &mt('response').' '.$respid;
504: }
505: $seq_str .= "</td></tr>\n";
506: }
507: }
508: }
509: }
510: if ($seq_str ne '') {
511: $Str .= '<tr><td> </td><td><b>'.$seq->{'title'}.'</b></td>'.
512: "</tr>\n".$seq_str;
513: }
514: }
515: $Str .= "</table>\n";
516: return $Str;
517: }
518:
519: #########################################################
520: #########################################################
521: ##
522: ## Misc functions
523: ##
524: #########################################################
525: #########################################################
526: sub get_problem_symb {
527: my $problemstring = shift();
528: my ($symb,$partid,$resid) = ($problemstring=~ /^(.*):([^:]*):([^:]*)$/);
529: return ($symb,$partid,$resid);
530: }
531:
532: sub get_resource_from_symb {
533: my ($symb) = @_;
534: foreach my $seq (&Apache::lonstatistics::Sequences_with_Assess()) {
535: foreach my $res (@{$seq->{'contents'}}) {
536: if ($res->{'symb'} eq $symb) {
537: return $res;
538: }
539: }
540: }
541: return undef;
542: }
543:
544: sub get_problem_data {
545: my ($url) = @_;
546: # my $Answ=&Apache::lonnet::ssi($URI,('grade_target' => 'analyze',
547: # 'grade_username' => $sname,
548: # 'grade_domain' => $sdom,
549: # 'grade_courseid' => $cid,
550: # 'grade_symb' => $symb));
551: my $Answ=&Apache::lonnet::ssi($url,('grade_target' => 'analyze'));
552: (my $garbage,$Answ)=split(/_HASH_REF__/,$Answ,2);
553: my %Answer;
554: %Answer=&Apache::lonnet::str2hash($Answ);
555: # &Apache::lonnet::logthis('keys of %Answer = '.join(', ',(keys(%Answer))));
556: # &Apache::lonnet::logthis('$Answer{parts} = '.
557: # join(', ',@{$Answer{'parts'}}));
558: my %Partdata;
559: foreach my $part (@{$Answer{'parts'}}) {
560: while (my($key,$value) = each(%Answer)) {
561: next if ($key !~ /^$part/);
562: $key =~ s/^$part\.//;
563: if (ref($value) eq 'ARRAY') {
564: if ($key eq 'options') {
565: $Partdata{$part}->{'Options'}=$value;
566: } elsif ($key eq 'concepts') {
567: $Partdata{$part}->{'Concepts'}=$value;
568: } elsif ($key =~ /^concept\.(.*)$/) {
569: my $concept = $1;
570: foreach my $foil (@$value) {
571: $Partdata{$part}->{$foil}->{'Concept'}=$concept;
572: }
573: }
574: # &Apache::lonnet::logthis($part.' '.$key.' (array) = '.
575: # join(', ',@$value));
576: } else {
577: $value =~ s/^\s*//g;
578: $value =~ s/\s*$//g;
579: if ($key=~ /^foil\.text\.(.*)$/) {
580: my $foil = $1;
581: $Partdata{$part}->{'Foiltext'}->{$foil}=$value;
582: } elsif ($key =~ /^foil\.value\.(.*)$/) {
583: my $foil = $1;
584: $Partdata{$part}->{'FoilValues'}->{$foil}=$value;
585: }
586: # &Apache::lonnet::logthis($part.' '.$key.' = '.$value);
587: }
588: }
589: }
590:
591: # my $parts='';
592: # foreach my $elm (@{$Answer{"parts"}}) {
593: # $parts.="$elm,";
594: # }
595: # chop($parts);
596: # my $conc='';
597: # foreach my $elm (@{$Answer{"$parts.concepts"}}) {
598: # $conc.="$elm@";
599: # }
600: # chop($conc);
601: #
602: # @Concepts=split(/\@/,$conc);
603: # foreach my $concept (@{$Answer{"$parts.concepts"}}) {
604: # foreach my $foil (@{$Answer{"$parts.concept.$concept"}}) {
605: # $foil_to_concept{$foil} = $concept;
606: # #$ConceptData{$foil} = $Answer{"$parts.foil.value.$foil"};
607: # }
608: # }
609: # return $symb;
610: return %Partdata;
611: }
612:
613: 1;
614:
615: __END__
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