Annotation of loncom/interface/statistics/lonproblemanalysis.pm, revision 1.65
1.1 stredwic 1: # The LearningOnline Network with CAPA
2: #
1.65 ! matthew 3: # $Id: lonproblemanalysis.pm,v 1.64 2004/02/02 19:32:11 matthew 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;
1.60 matthew 36: use Apache::lonstathelpers;
1.37 matthew 37: use HTML::Entities();
1.42 matthew 38: use Time::Local();
1.43 matthew 39: use Spreadsheet::WriteExcel();
1.2 stredwic 40:
1.40 matthew 41: my $plotcolors = ['#33ff00',
42: '#0033cc', '#990000', '#aaaa66', '#663399', '#ff9933',
43: '#66ccff', '#ff9999', '#cccc33', '#660000', '#33cc66',
44: ];
1.39 matthew 45:
1.54 matthew 46: my @SubmitButtons = ({ name => 'PrevProblemAnalysis',
47: text => 'Previous Problem' },
48: { name => 'ProblemAnalysis',
1.46 matthew 49: text => 'Analyze Problem Again' },
1.54 matthew 50: { name => 'NextProblemAnalysis',
51: text => 'Next Problem' },
52: { name => 'break'},
1.46 matthew 53: { name => 'ClearCache',
54: text => 'Clear Caches' },
55: { name => 'updatecaches',
56: text => 'Update Student Data' },
57: { name => 'SelectAnother',
1.53 matthew 58: text => 'Choose a different Problem' },
1.46 matthew 59: { name => 'ExcelOutput',
60: text => 'Produce Excel Output' });
61:
62:
1.1 stredwic 63: sub BuildProblemAnalysisPage {
1.23 matthew 64: my ($r,$c)=@_;
1.49 matthew 65: #
66: my %Saveable_Parameters = ('Status' => 'scalar',
67: 'Section' => 'array',
68: 'NumPlots' => 'scalar',
69: 'AnalyzeAs' => 'scalar',
70: 'AnalyzeOver' => 'scalar',
71: );
72: &Apache::loncommon::store_course_settings('problem_analysis',
73: \%Saveable_Parameters);
74: &Apache::loncommon::restore_course_settings('problem_analysis',
75: \%Saveable_Parameters);
76: #
77: &Apache::lonstatistics::PrepareClasslist();
1.48 matthew 78: #
1.62 matthew 79: $r->print('<h2>'.&mt('Detailed Problem Analysis').'</h2>');
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: $r->rflush();
1.46 matthew 101: #
1.33 matthew 102: if (exists($ENV{'form.problemchoice'}) &&
103: ! exists($ENV{'form.SelectAnother'})) {
1.46 matthew 104: foreach my $button (@SubmitButtons) {
1.54 matthew 105: if ($button->{'name'} eq 'break') {
106: $r->print("<br />\n");
107: } else {
108: $r->print('<input type="submit" name="'.$button->{'name'}.'" '.
109: 'value="'.&mt($button->{'text'}).'" />');
110: $r->print(' 'x5);
111: }
1.46 matthew 112: }
1.31 matthew 113: #
1.25 matthew 114: $r->print('<hr />');
1.54 matthew 115: $r->rflush();
116: #
117: # Determine which problem we are to analyze
1.61 matthew 118: my $current_problem = &Apache::lonstathelpers::get_target_from_id
119: ($ENV{'form.problemchoice'});
1.54 matthew 120: #
1.61 matthew 121: my ($prev,$curr,$next) =
122: &Apache::lonstathelpers::get_prev_curr_next($current_problem,
123: '(option|radiobutton)',
124: 'response',
125: );
1.54 matthew 126: if (exists($ENV{'form.PrevProblemAnalysis'}) && defined($prev)) {
127: $current_problem = $prev;
128: } elsif (exists($ENV{'form.NextProblemAnalysis'}) && defined($next)) {
129: $current_problem = $next;
130: } else {
131: $current_problem = $curr;
132: }
1.23 matthew 133: #
1.54 matthew 134: # Store the current problem choice and send it out in the form
1.61 matthew 135: $ENV{'form.problemchoice'} =
136: &Apache::lonstathelpers::make_target_id($current_problem);
1.54 matthew 137: $r->print('<input type="hidden" name="problemchoice" value="'.
138: $ENV{'form.problemchoice'}.'" />');
1.28 matthew 139: #
1.54 matthew 140: if (! defined($current_problem->{'resource'})) {
1.46 matthew 141: $r->print('resource is undefined');
142: } else {
1.54 matthew 143: my $resource = $current_problem->{'resource'};
1.44 matthew 144: $r->print('<h1>'.$resource->{'title'}.'</h1>');
1.41 matthew 145: $r->print('<h3>'.$resource->{'src'}.'</h3>');
1.60 matthew 146: $r->print(&Apache::lonstathelpers::render_resource($resource));
1.44 matthew 147: $r->rflush();
1.48 matthew 148: my %Data = &get_problem_data($resource->{'src'});
1.54 matthew 149: my $ProblemData = $Data{$current_problem->{'part'}.
150: '.'.
151: $current_problem->{'respid'}};
152: if ($current_problem->{'resptype'} eq 'option') {
1.56 matthew 153: &OptionResponseAnalysis($r,$current_problem,
1.54 matthew 154: $ProblemData,
1.47 matthew 155: \@Students);
1.54 matthew 156: } elsif ($current_problem->{'resptype'} eq 'radiobutton') {
1.56 matthew 157: &RadioResponseAnalysis($r,$current_problem,
1.54 matthew 158: $ProblemData,
1.47 matthew 159: \@Students);
160: } else {
161: $r->print('<h2>This analysis is not supported</h2>');
162: }
1.7 stredwic 163: }
1.23 matthew 164: $r->print('<hr />');
1.25 matthew 165: } else {
1.31 matthew 166: $r->print('<input type="submit" name="ProblemAnalysis" value="'.
167: &mt('Analyze Problem').'" />');
168: $r->print(' 'x5);
1.27 matthew 169: $r->print('<h3>'.&mt('Please select a problem to analyze').'</h3>');
1.61 matthew 170: $r->print(&Apache::lonstathelpers::ProblemSelector
171: ('(option|radiobutton)'));
1.1 stredwic 172: }
173: }
174:
1.47 matthew 175:
176: #########################################################
177: #########################################################
178: ##
179: ## Radio Response Routines
180: ##
181: #########################################################
182: #########################################################
183: sub RadioResponseAnalysis {
1.56 matthew 184: my ($r,$problem,$ProblemData,$Students) = @_;
185: my ($resource,$respid) = ($problem->{'resource'},
186: $problem->{'respid'});
1.48 matthew 187: my $analysis_html;
1.47 matthew 188: my $PerformanceData =
189: &Apache::loncoursedata::get_response_data
1.48 matthew 190: ($Students,$resource->{'symb'},$respid);
191: if (! defined($PerformanceData) ||
192: ref($PerformanceData) ne 'ARRAY' ) {
193: $analysis_html = '<h2>'.
194: &mt('There is no submission data for this resource').
195: '</h2>';
196: $r->print($analysis_html);
1.47 matthew 197: return;
198: }
1.48 matthew 199: if (exists($ENV{'form.ExcelOutput'})) {
1.56 matthew 200: $analysis_html .= &RR_Excel_output($r,$problem->{'resource'},
201: $PerformanceData,$ProblemData);
1.48 matthew 202: } elsif ($ENV{'form.AnalyzeOver'} eq 'Tries') {
1.56 matthew 203: $analysis_html .= &RR_Tries_Analysis($r,$problem->{'resource'},
204: $PerformanceData,$ProblemData);
1.48 matthew 205: } elsif ($ENV{'form.AnalyzeOver'} eq 'Time') {
1.56 matthew 206: $analysis_html .= &RR_Time_Analysis($r,$problem->{'resource'},
207: $PerformanceData,$ProblemData);
1.48 matthew 208: } else {
209: $analysis_html .= '<h2>'.
210: &mt('The analysis you have selected is not supported at this time').
211: '</h2>';
212: }
213: $r->print($analysis_html);
214: }
215:
216: sub RR_Excel_output {
217: my ($r,$PerformanceData,$ProblemData) = @_;
218: return '<h1>No!</h1>';
219: }
220:
221: sub RR_Tries_Analysis {
222: my ($r,$resource,$PerformanceData,$ProblemData) = @_;
223: my $analysis_html;
224: my $mintries = 1;
225: my $maxtries = $ENV{'form.NumPlots'};
226: my ($table,$Foils,$Concepts) = &build_foil_index($ProblemData);
1.57 matthew 227: if ((! defined($Concepts)) || ((@$Concepts < 2) &&
228: ($ENV{'form.AnalyzeAs'} ne 'Foils'))) {
1.48 matthew 229: $table = '<h3>'.
230: &mt('Not enough data for concept analysis. '.
231: 'Performing Foil Analysis').
232: '</h3>'.$table;
233: $ENV{'form.AnalyzeAs'} = 'Foils';
234: }
235: $analysis_html .= $table;
236: my @TryData = &RR_tries_data_analysis($r,$PerformanceData);
1.56 matthew 237: # if ($ENV{'form.AnalyzeAs'} eq 'Foils') {
238: $analysis_html .= &RR_Tries_Foil_Analysis($mintries,$maxtries,$Foils,
1.48 matthew 239: \@TryData,$ProblemData);
1.56 matthew 240: # } else {
241: # $analysis_html = &RR_Tries_Concept_Analysis($mintries,$maxtries,
242: # $Concepts,
243: # \@TryData,
244: # $ProblemData);
245: # }
1.48 matthew 246: return $analysis_html;
247: }
248:
249: sub RR_tries_data_analysis {
250: my ($r,$Attempt_data) = @_;
251: my @TryData;
252: foreach my $attempt (@$Attempt_data) {
253: my %Attempt = &hashify_attempt($attempt);
254: my ($answer,undef) = split('=',$Attempt{'submission'});
255: $TryData[$Attempt{'tries'}]->{$answer}++;
256: }
257: return @TryData;
258: }
259:
260: sub RR_Time_Analysis {
261: my ($r,$PerformanceData,$ProblemData) = @_;
262: my $html;
263: return $html;
264: }
265:
266: sub RR_Tries_Foil_Analysis {
267: my ($min,$max,$Foils,$TryData,$ProblemData) = @_;
268: my $html;
269: #
270: # Compute the data neccessary to make the plots
271: for (my $try=$min;$try<=$max;$try++) {
272: my @PlotData_Correct;
273: my @PlotData_Incorrect;
274: next if ($try > scalar(@{$TryData}));
1.56 matthew 275: next if (! defined($TryData->[$try]));
276: my %DataSet = %{$TryData->[$try]};
1.48 matthew 277: my $total = 0;
278: foreach my $foilid (@$Foils) {
279: $total += $DataSet{$foilid};
280: }
281: foreach my $foilid (@$Foils) {
282: if ($total == 0) {
283: push (@PlotData_Correct,0);
284: push (@PlotData_Incorrect,0);
285: } else {
286: if ($ProblemData->{'_Foils'}->{$foilid}->{'value'} eq 'true') {
287: push (@PlotData_Correct,
288: int(100*$DataSet{$foilid}/$total));
289: push (@PlotData_Incorrect,0);
290: } else {
291: push (@PlotData_Correct,0);
292: push (@PlotData_Incorrect,
293: int(100*$DataSet{$foilid}/$total));
294: }
295: }
296: }
297: my $title='Attempt '.$try;
298: my $xlabel = $total.' Submissions';
299: $html.= &Apache::loncommon::DrawBarGraph($title,
300: $xlabel,
301: 'Percent Choosing',
302: 100,
303: ['#33ff00','#ff3300'],
1.64 matthew 304: undef,
1.48 matthew 305: \@PlotData_Correct,
306: \@PlotData_Incorrect);
307: }
308: return $html;
309: }
310:
311: sub RR_Tries_Concept_Analysis {
312: my ($min,$max,$Concepts,$ResponseData,$ProblemData) = @_;
313: my $html;
314: return $html;
315: }
316:
317: sub RR_Time_Foil_Analysis {
318: my ($min,$max,$Foils,$ResponseData,$ProblemData) = @_;
319: my $html;
320: return $html;
321: }
322:
323: sub RR_Time_Concept_Analysis {
324: my ($min,$max,$Concepts,$ResponseData,$ProblemData) = @_;
325: my $html;
326: return $html;
327: }
328:
329:
330: sub get_Radio_problem_data {
331: my ($url) = @_;
332: my $Answ=&Apache::lonnet::ssi($url,('grade_target' => 'analyze'));
333: (my $garbage,$Answ)=split('_HASH_REF__',$Answ,2);
334: my %Answer = &Apache::lonnet::str2hash($Answ);
335: my %Partdata;
336: foreach my $part (@{$Answer{'parts'}}) {
337: while (my($key,$value) = each(%Answer)) {
338: # if (ref($value) eq 'ARRAY') {
339: # &Apache::lonnet::logthis('is ref part:'.$part.' '.$key.'='.join(',',@$value));
340: # } else {
341: # &Apache::lonnet::logthis('notref part:'.$part.' '.$key.'='.$value);
342: # }
343: next if ($key !~ /^$part/);
344: $key =~ s/^$part\.//;
345: if ($key eq 'foils') {
346: $Partdata{$part}->{'_Foils'}=$value;
347: } elsif ($key eq 'options') {
348: $Partdata{$part}->{'_Options'}=$value;
349: } elsif ($key eq 'shown') {
350: $Partdata{$part}->{'_Shown'}=$value;
351: } elsif ($key =~ /^foil.value.(.*)$/) {
352: $Partdata{$part}->{$1}->{'value'}=$value;
353: } elsif ($key =~ /^foil.text.(.*)$/) {
354: $Partdata{$part}->{$1}->{'text'}=$value;
355: }
356: }
357: }
358: return %Partdata;
1.47 matthew 359: }
1.48 matthew 360:
1.33 matthew 361: #########################################################
362: #########################################################
363: ##
1.46 matthew 364: ## Option Response Routines
1.33 matthew 365: ##
366: #########################################################
367: #########################################################
1.46 matthew 368: sub OptionResponseAnalysis {
1.56 matthew 369: my ($r,$problem,$ProblemData,$Students) = @_;
370: my ($resource,$respid) = ($problem->{'resource'},
371: $problem->{'respid'});
372: # Note: part data is not needed.
1.46 matthew 373: my $PerformanceData =
1.47 matthew 374: &Apache::loncoursedata::get_response_data
1.54 matthew 375: ($Students,$resource->{'symb'},$respid);
1.46 matthew 376: if (! defined($PerformanceData) ||
377: ref($PerformanceData) ne 'ARRAY' ) {
378: $r->print('<h2>'.
379: &mt('There is no student data for this problem.').
380: '</h2>');
381: } else {
382: $r->rflush();
383: if (exists($ENV{'form.ExcelOutput'})) {
1.57 matthew 384: my $result = &OR_excel_sheet($r,$resource,
385: $PerformanceData,
386: $ProblemData);
1.46 matthew 387: $r->print($result);
388: $r->rflush();
1.39 matthew 389: } else {
1.46 matthew 390: if ($ENV{'form.AnalyzeOver'} eq 'Tries') {
1.57 matthew 391: my $analysis_html = &OR_tries_analysis($r,
1.46 matthew 392: $PerformanceData,
393: $ProblemData);
394: $r->print($analysis_html);
395: $r->rflush();
396: } elsif ($ENV{'form.AnalyzeOver'} eq 'Time') {
1.57 matthew 397: my $analysis_html = &OR_time_analysis($PerformanceData,
1.46 matthew 398: $ProblemData);
399: $r->print($analysis_html);
400: $r->rflush();
1.39 matthew 401: } else {
1.46 matthew 402: $r->print('<h2>'.
403: &mt('The analysis you have selected is '.
404: 'not supported at this time').
405: '</h2>');
406: }
1.36 matthew 407: }
1.39 matthew 408: }
409: }
410:
1.33 matthew 411: #########################################################
1.46 matthew 412: #
413: # Option Response: Tries Analysis
414: #
1.33 matthew 415: #########################################################
1.57 matthew 416: sub OR_tries_analysis {
1.43 matthew 417: my ($r,$PerformanceData,$ORdata) = @_;
1.33 matthew 418: my $mintries = 1;
419: my $maxtries = $ENV{'form.NumPlots'};
1.39 matthew 420: my ($table,$Foils,$Concepts) = &build_foil_index($ORdata);
421: if ((@$Concepts < 2) && ($ENV{'form.AnalyzeAs'} ne 'Foils')) {
422: $table = '<h3>'.
423: &mt('Not enough data for concept analysis. '.
424: 'Performing Foil Analysis').
425: '</h3>'.$table;
426: $ENV{'form.AnalyzeAs'} = 'Foils';
427: }
1.57 matthew 428: my %ResponseData = &OR_analyze_by_tries($r,$PerformanceData,
1.36 matthew 429: $mintries,$maxtries);
1.42 matthew 430: my $analysis = '';
431: if ($ENV{'form.AnalyzeAs'} eq 'Foils') {
1.57 matthew 432: $analysis = &OR_Tries_Foil_Analysis($mintries,$maxtries,$Foils,
1.42 matthew 433: \%ResponseData,$ORdata);
434: } else {
1.57 matthew 435: $analysis = &OR_Tries_Concept_Analysis($mintries,$maxtries,
1.42 matthew 436: $Concepts,\%ResponseData,$ORdata);
437: }
438: $table .= $analysis;
439: return $table;
440: }
441:
1.57 matthew 442: sub OR_Tries_Foil_Analysis {
1.42 matthew 443: my ($mintries,$maxtries,$Foils,$respdat,$ORdata) = @_;
444: my %ResponseData = %$respdat;
1.31 matthew 445: #
446: # Compute the data neccessary to make the plots
1.42 matthew 447: my @PlotData;
448: foreach my $foilid (@$Foils) {
449: for (my $i=$mintries;$i<=$maxtries;$i++) {
450: if ($ResponseData{$foilid}->[$i]->{'_total'} == 0) {
451: push(@{$PlotData[$i]->{'_correct'}},0);
452: } else {
453: push(@{$PlotData[$i]->{'_correct'}},
454: 100*$ResponseData{$foilid}->[$i]->{'_correct'}/
455: $ResponseData{$foilid}->[$i]->{'_total'});
456: }
1.48 matthew 457: foreach my $option (@{$ORdata->{'_Options'}}) {
1.42 matthew 458: push(@{$PlotData[$i]->{'_total'}},
459: $ResponseData{$foilid}->[$i]->{'_total'});
460: if ($ResponseData{$foilid}->[$i]->{'_total'} == 0) {
461: push (@{$PlotData[$i]->{$option}},0);
462: } else {
463: if ($ResponseData{$foilid}->[$i]->{'_total'} ==
464: $ResponseData{$foilid}->[$i]->{'_correct'}) {
465: push(@{$PlotData[$i]->{$option}},0);
1.39 matthew 466: } else {
467: push (@{$PlotData[$i]->{$option}},
468: 100 * $ResponseData{$foilid}->[$i]->{$option} /
1.42 matthew 469: ($ResponseData{$foilid}->[$i]->{'_total'} -
470: $ResponseData{$foilid}->[$i]->{'_correct'}));
1.39 matthew 471: }
1.36 matthew 472: }
473: }
474: }
1.42 matthew 475: }
476: #
477: # Build a table for the plots
478: my $analysis_html = "<table>\n";
479: my $foilkey = &build_option_index($ORdata);
480: for (my $i=$mintries;$i<=$maxtries;$i++) {
481: my $count = $ResponseData{'_total'}->[$i];
482: if ($count == 0) {
483: $count = 'no submissions';
484: } elsif ($count == 1) {
485: $count = '1 submission';
486: } else {
487: $count = $count.' submissions';
488: }
489: my $title = 'Attempt '.$i.', '.$count;
490: my @Datasets;
1.48 matthew 491: foreach my $option ('_correct',@{$ORdata->{'_Options'}}) {
1.42 matthew 492: next if (! exists($PlotData[$i]->{$option}));
493: push(@Datasets,$PlotData[$i]->{$option});
494: }
1.46 matthew 495: my $correctgraph = &Apache::loncommon::DrawBarGraph
1.42 matthew 496: ($title,'Foil Number','Percent Correct',
1.64 matthew 497: 100,$plotcolors,undef,$Datasets[0]);
1.42 matthew 498: $analysis_html.= '<tr><td>'.$correctgraph.'</td>';
499: ##
500: ##
1.57 matthew 501: next if (! defined($Datasets[0]));
1.42 matthew 502: for (my $i=0; $i< scalar(@{$Datasets[0]});$i++) {
503: $Datasets[0]->[$i]=0;
504: }
505: $count = $ResponseData{'_total'}->[$i]-$ResponseData{'_correct'}->[$i];
506: if ($count == 0) {
507: $count = 'no submissions';
508: } elsif ($count == 1) {
509: $count = '1 submission';
510: } else {
511: $count = $count.' submissions';
512: }
513: $title = 'Attempt '.$i.', '.$count;
1.46 matthew 514: my $incorrectgraph = &Apache::loncommon::DrawBarGraph
1.42 matthew 515: ($title,'Foil Number','% Option Chosen Incorrectly',
1.64 matthew 516: 100,$plotcolors,undef,@Datasets);
1.42 matthew 517: $analysis_html.= '<td>'.$incorrectgraph.'</td>';
518: $analysis_html.= '<td>'.$foilkey."<td></tr>\n";
519: }
520: $analysis_html .= "</table>\n";
521: return $analysis_html;
522: }
523:
1.57 matthew 524: sub OR_Tries_Concept_Analysis {
1.42 matthew 525: my ($mintries,$maxtries,$Concepts,$respdat,$ORdata) = @_;
526: my %ResponseData = %$respdat;
527: my $analysis_html = "<table>\n";
528: #
529: # Compute the data neccessary to make the plots
530: my @PlotData;
531: # Concept analysis
532: #
533: # Note: we do not bother with characterizing the students incorrect
534: # answers at the concept level because an incorrect answer for one foil
535: # may be a correct answer for another foil.
536: my %ConceptData;
537: foreach my $concept (@{$Concepts}) {
538: for (my $i=$mintries;$i<=$maxtries;$i++) {
539: #
540: # Gather the per-attempt data
541: my $cdata = $ConceptData{$concept}->[$i];
542: foreach my $foilid (@{$concept->{'foils'}}) {
543: $cdata->{'_correct'} +=
544: $ResponseData{$foilid}->[$i]->{'_correct'};
545: $cdata->{'_total'} +=
546: $ResponseData{$foilid}->[$i]->{'_total'};
547: }
548: push (@{$PlotData[$i]->{'_total'}},$cdata->{'_total'});
549: if ($cdata->{'_total'} == 0) {
550: push (@{$PlotData[$i]->{'_correct'}},0);
551: } else {
552: push (@{$PlotData[$i]->{'_correct'}},
553: 100*$cdata->{'_correct'}/$cdata->{'_total'});
1.36 matthew 554: }
1.25 matthew 555: }
1.42 matthew 556: }
1.31 matthew 557: # Build a table for the plots
1.25 matthew 558: for (my $i=$mintries;$i<=$maxtries;$i++) {
1.39 matthew 559: my $minstu = $PlotData[$i]->{'_total'}->[0];
560: my $maxstu = $PlotData[$i]->{'_total'}->[0];
561: foreach my $count (@{$PlotData[$i]->{'_total'}}) {
1.36 matthew 562: if ($minstu > $count) {
563: $minstu = $count;
1.27 matthew 564: }
1.36 matthew 565: if ($maxstu < $count) {
566: $maxstu = $count;
1.27 matthew 567: }
568: }
1.39 matthew 569: $maxstu = 0 if (! defined($maxstu));
570: $minstu = 0 if (! defined($minstu));
1.35 matthew 571: my $title;
1.42 matthew 572: my $count = $ResponseData{'_total'}->[$i];
573: if ($count == 0) {
574: $count = 'no submissions';
575: } elsif ($count == 1) {
576: $count = '1 submission';
1.27 matthew 577: } else {
1.42 matthew 578: $count = $count.' submissions';
1.39 matthew 579: }
1.42 matthew 580: $title = 'Attempt '.$i.', '.$count;
1.46 matthew 581: my $graphlink = &Apache::loncommon::DrawBarGraph
1.42 matthew 582: ($title,'Concept Number','Percent Correct',
1.64 matthew 583: 100,$plotcolors,undef,$PlotData[$i]->{'_correct'});
1.42 matthew 584: $analysis_html.= '<tr><td>'.$graphlink."</td></tr>\n";
1.25 matthew 585: }
1.42 matthew 586: $analysis_html .= "</table>\n";
587: return $analysis_html;
1.25 matthew 588: }
589:
1.57 matthew 590: sub OR_analyze_by_tries {
1.43 matthew 591: my ($r,$PerformanceData,$mintries,$maxtries) = @_;
1.25 matthew 592: my %Trydata;
593: $mintries = 1 if (! defined($mintries) || $mintries < 1);
594: $maxtries = $mintries if (! defined($maxtries) || $maxtries < $mintries);
1.26 matthew 595: foreach my $row (@$PerformanceData) {
596: next if (! defined($row));
1.47 matthew 597: my $tries = &get_tries_from_row($row);
1.46 matthew 598: my %Row = &Process_OR_Row($row);
1.43 matthew 599: next if (! %Row);
1.42 matthew 600: while (my ($foilid,$href) = each(%Row)) {
601: if (! ref($href)) {
602: $Trydata{$foilid}->[$tries] += $href;
603: next;
604: }
605: while (my ($option,$value) = each(%$href)) {
606: $Trydata{$foilid}->[$tries]->{$option}+=$value;
1.25 matthew 607: }
608: }
609: }
610: return %Trydata;
611: }
612:
1.33 matthew 613: #########################################################
1.46 matthew 614: #
615: # Option Response: Time Analysis
616: #
1.33 matthew 617: #########################################################
1.57 matthew 618: sub OR_time_analysis {
1.33 matthew 619: my ($PerformanceData,$ORdata) = @_;
1.42 matthew 620: my ($table,$Foils,$Concepts) = &build_foil_index($ORdata);
621: if ((@$Concepts < 2) && ($ENV{'form.AnalyzeAs'} ne 'Foils')) {
622: $table = '<h3>'.
623: &mt('Not enough data for concept analysis. '.
624: 'Performing Foil Analysis').
625: '</h3>'.$table;
626: $ENV{'form.AnalyzeAs'} = 'Foils';
627: }
1.33 matthew 628: my $num_plots = $ENV{'form.NumPlots'};
629: my $num_data = scalar(@$PerformanceData)-1;
630: my $percent = sprintf('%2f',100/$num_plots);
1.42 matthew 631: #
1.37 matthew 632: $table .= "<table>\n";
1.33 matthew 633: for (my $i=0;$i<$num_plots;$i++) {
1.42 matthew 634: ##
1.34 matthew 635: my $starttime = &Apache::lonhtmlcommon::get_date_from_form
636: ('startdate_'.$i);
637: my $endtime = &Apache::lonhtmlcommon::get_date_from_form
638: ('enddate_'.$i);
639: if (! defined($starttime) || ! defined($endtime)) {
1.42 matthew 640: my $sec_in_day = 86400;
1.47 matthew 641: my $last_sub_time = &get_time_from_row($PerformanceData->[-1]);
1.42 matthew 642: my ($sday,$smon,$syear);
643: (undef,undef,undef,$sday,$smon,$syear) =
644: localtime($last_sub_time - $sec_in_day*$i);
645: $starttime = &Time::Local::timelocal(0,0,0,$sday,$smon,$syear);
646: $endtime = $starttime + $sec_in_day;
647: if ($i == ($num_plots -1 )) {
1.47 matthew 648: $starttime = &get_time_from_row($PerformanceData->[0]);
1.42 matthew 649: }
650: }
1.34 matthew 651: my $startdateform = &Apache::lonhtmlcommon::date_setter
652: ('Statistics','startdate_'.$i,$starttime);
653: my $enddateform = &Apache::lonhtmlcommon::date_setter
654: ('Statistics','enddate_'.$i,$endtime);
1.42 matthew 655: #
656: my $begin_index;
657: my $end_index;
658: my $j;
659: while (++$j < scalar(@$PerformanceData)) {
1.47 matthew 660: last if (&get_time_from_row($PerformanceData->[$j])
1.46 matthew 661: > $starttime);
1.42 matthew 662: }
663: $begin_index = $j;
664: while (++$j < scalar(@$PerformanceData)) {
1.47 matthew 665: last if (&get_time_from_row($PerformanceData->[$j]) > $endtime);
1.42 matthew 666: }
667: $end_index = $j;
668: ##
669: my $interval = {
670: begin_index => $begin_index,
671: end_index => $end_index,
672: startdateform => $startdateform,
673: enddateform => $enddateform,
674: };
675: if ($ENV{'form.AnalyzeAs'} eq 'Foils') {
1.57 matthew 676: $table .= &OR_Foil_Time_Analysis($PerformanceData,$ORdata,$Foils,
1.42 matthew 677: $interval);
678: } else {
1.57 matthew 679: $table .= &OR_Concept_Time_Analysis($PerformanceData,$ORdata,
1.42 matthew 680: $Concepts,$interval);
681: }
1.33 matthew 682: }
1.42 matthew 683: #
1.33 matthew 684: return $table;
685: }
686:
1.57 matthew 687: sub OR_Foil_Time_Analysis {
1.42 matthew 688: my ($PerformanceData,$ORdata,$Foils,$interval) = @_;
689: my $analysis_html;
690: my $foilkey = &build_option_index($ORdata);
691: my ($begin_index,$end_index) = ($interval->{'begin_index'},
692: $interval->{'end_index'});
1.33 matthew 693: my %TimeData;
694: #
695: # Compute the number getting the foils correct or incorrects
1.42 matthew 696: for (my $j=$begin_index;$j<=$end_index;$j++) {
697: my $row = $PerformanceData->[$j];
1.33 matthew 698: next if (! defined($row));
1.46 matthew 699: my %Row = &Process_OR_Row($row);
1.42 matthew 700: while (my ($foilid,$href) = each(%Row)) {
701: if (! ref($href)) {
702: $TimeData{$foilid} += $href;
703: next;
704: }
705: while (my ($option,$value) = each(%$href)) {
706: $TimeData{$foilid}->{$option}+=$value;
1.33 matthew 707: }
708: }
709: }
1.39 matthew 710: my @Plotdata;
1.42 matthew 711: foreach my $foil (@$Foils) {
712: my $total = $TimeData{$foil}->{'_total'};
713: if ($total == 0) {
714: push(@{$Plotdata[0]},0);
715: } else {
716: push(@{$Plotdata[0]},
717: 100 * $TimeData{$foil}->{'_correct'} / $total);
718: }
719: my $total_incorrect = $total - $TimeData{$foil}->{'_correct'};
720: my $optionidx = 1;
1.48 matthew 721: foreach my $option (@{$ORdata->{'_Options'}}) {
1.42 matthew 722: if ($total_incorrect == 0) {
723: push(@{$Plotdata[$optionidx]},0);
724: } else {
725: push(@{$Plotdata[$optionidx]},
726: 100 * $TimeData{$foil}->{$option} / $total_incorrect);
1.37 matthew 727: }
1.42 matthew 728: } continue {
729: $optionidx++;
1.39 matthew 730: }
1.42 matthew 731: }
732: #
733: # Create the plot
734: my $count = $end_index-$begin_index;
735: my $title;
736: if ($count == 0) {
737: $title = 'no submissions';
738: } elsif ($count == 1) {
739: $title = 'one submission';
1.39 matthew 740: } else {
1.42 matthew 741: $title = $count.' submissions';
742: }
1.46 matthew 743: my $correctplot = &Apache::loncommon::DrawBarGraph($title,
744: 'Foil Number',
745: 'Percent Correct',
746: 100,
747: $plotcolors,
1.64 matthew 748: undef,
1.46 matthew 749: $Plotdata[0]);
1.42 matthew 750: for (my $j=0; $j< scalar(@{$Plotdata[0]});$j++) {
751: $Plotdata[0]->[$j]=0;
752: }
753: $count = $end_index-$begin_index-$TimeData{'_correct'};
754: if ($count == 0) {
755: $title = 'no submissions';
756: } elsif ($count == 1) {
757: $title = 'one submission';
758: } else {
759: $title = $count.' submissions';
760: }
1.46 matthew 761: my $incorrectplot = &Apache::loncommon::DrawBarGraph($title,
1.42 matthew 762: 'Foil Number',
763: 'Incorrect Option Choice',
764: 100,
765: $plotcolors,
1.64 matthew 766: undef,
1.42 matthew 767: @Plotdata);
768: $analysis_html.='<tr>'.
769: '<td>'.$correctplot.'</td>'.
770: '<td>'.$incorrectplot.'</td>'.
771: '<td align="left" valign="top">'.$foilkey.'</td>'."</tr>\n";
772: $analysis_html.= '<tr>'.'<td colspan="3">'.
773: '<b>Start Time</b>:'.
774: ' '.$interval->{'startdateform'}.'<br />'.
775: '<b>End Time</b> : '.
776: ' '.$interval->{'enddateform'}.'<br />'.
777: # '<b>Plot Title</b> :'.
778: # (" "x3).$interval->{'titleform'}.
779: '</td>'.
780: "</tr>\n";
781: return $analysis_html;
782: }
783:
1.57 matthew 784: sub OR_Concept_Time_Analysis {
1.42 matthew 785: my ($PerformanceData,$ORdata,$Concepts,$interval) = @_;
786: my $analysis_html;
787: ##
788: ## Determine starttime, endtime, startindex, endindex
789: my ($begin_index,$end_index) = ($interval->{'begin_index'},
790: $interval->{'end_index'});
791: my %TimeData;
792: #
793: # Compute the number getting the foils correct or incorrects
794: for (my $j=$begin_index;$j<=$end_index;$j++) {
795: my $row = $PerformanceData->[$j];
796: next if (! defined($row));
1.46 matthew 797: my %Row = &Process_OR_Row($row);
1.42 matthew 798: while (my ($foilid,$href) = each(%Row)) {
799: if (! ref($href)) {
800: $TimeData{$foilid} += $href;
801: next;
1.37 matthew 802: }
1.42 matthew 803: while (my ($option,$value) = each(%$href)) {
804: $TimeData{$foilid}->{$option}+=$value;
1.37 matthew 805: }
1.33 matthew 806: }
807: }
808: #
1.42 matthew 809: # Put the data in plottable form
810: my @Plotdata;
811: foreach my $concept (@$Concepts) {
812: my ($total,$correct);
813: foreach my $foil (@{$concept->{'foils'}}) {
814: $total += $TimeData{$foil}->{'_total'};
815: $correct += $TimeData{$foil}->{'_correct'};
816: }
817: if ($total == 0) {
818: push(@Plotdata,0);
819: } else {
820: push(@Plotdata,100 * $correct / $total);
821: }
822: }
823: #
1.33 matthew 824: # Create the plot
1.42 matthew 825: my $title = ($end_index - $begin_index).' submissions';
1.46 matthew 826: my $correctplot = &Apache::loncommon::DrawBarGraph($title,
1.42 matthew 827: 'Concept Number',
828: 'Percent Correct',
829: 100,
830: $plotcolors,
1.64 matthew 831: undef,
1.42 matthew 832: \@Plotdata);
833: $analysis_html.='<tr>'.
834: '<td>'.$correctplot.'</td>'.
835: '<td align="left" valign="top">'.
836: '<b>Start Time</b>: '.$interval->{'startdateform'}.'<br />'.
837: '<b>End Time</b> : '.
838: ' '.$interval->{'enddateform'}.'<br />'.
839: # '<b>Plot Title</b> :'.(" "x3).
840: # $interval->{'titleform'}.
841: '</td>'.
842: "</tr>\n";
843: return $analysis_html;
844: }
845:
846: #########################################################
847: #########################################################
848: ##
849: ## Excel output
850: ##
851: #########################################################
852: #########################################################
1.57 matthew 853: sub OR_excel_sheet {
1.43 matthew 854: my ($r,$resource,$PerformanceData,$ORdata) = @_;
1.44 matthew 855: my $response = '';
1.42 matthew 856: my (undef,$Foils,$Concepts) = &build_foil_index($ORdata);
1.43 matthew 857: #
858: # Create excel worksheet
859: my $filename = '/prtspool/'.
860: $ENV{'user.name'}.'_'.$ENV{'user.domain'}.'_'.
861: time.'_'.rand(1000000000).'.xls';
862: my $workbook = Spreadsheet::WriteExcel->new('/home/httpd'.$filename);
863: if (! defined($workbook)) {
864: $r->log_error("Error creating excel spreadsheet $filename: $!");
865: $r->print('<p>'.&mt("Unable to create new Excel file. ".
866: "This error has been logged. ".
867: "Please alert your LON-CAPA administrator").
868: '</p>');
869: return undef;
870: }
871: #
872: $workbook->set_tempdir('/home/httpd/perl/tmp');
873: #
874: # Define some potentially useful formats
875: my $format;
876: $format->{'header'} = $workbook->add_format(bold => 1,
877: bottom => 1,
878: align => 'center');
879: $format->{'bold'} = $workbook->add_format(bold=>1);
880: $format->{'h1'} = $workbook->add_format(bold=>1, size=>18);
881: $format->{'h2'} = $workbook->add_format(bold=>1, size=>16);
882: $format->{'h3'} = $workbook->add_format(bold=>1, size=>14);
883: $format->{'date'} = $workbook->add_format(num_format=>
884: 'mmm d yyyy hh:mm AM/PM');
885: #
886: # Create and populate main worksheets
887: my $problem_data_sheet = $workbook->addworksheet('Problem Data');
888: my $student_data_sheet = $workbook->addworksheet('Student Data');
889: my $response_data_sheet = $workbook->addworksheet('Response Data');
890: foreach my $sheet ($problem_data_sheet,$student_data_sheet,
891: $response_data_sheet) {
892: $sheet->write(0,0,$resource->{'title'},$format->{'h2'});
893: $sheet->write(1,0,$resource->{'src'},$format->{'h3'});
894: }
895: #
896: my $result;
1.59 matthew 897: $result = &OR_build_problem_data_worksheet($problem_data_sheet,$format,
1.43 matthew 898: $Concepts,$ORdata);
899: if ($result ne 'okay') {
900: # Do something useful
901: }
1.59 matthew 902: $result = &OR_build_student_data_worksheet($student_data_sheet,$format);
1.43 matthew 903: if ($result ne 'okay') {
904: # Do something useful
905: }
1.59 matthew 906: $result = &OR_build_response_data_worksheet($response_data_sheet,$format,
1.43 matthew 907: $PerformanceData,$Foils,
908: $ORdata);
909: if ($result ne 'okay') {
910: # Do something useful
911: }
1.44 matthew 912: $response_data_sheet->activate();
1.43 matthew 913: #
914: # Close the excel file
915: $workbook->close();
916: #
917: # Write a link to allow them to download it
1.44 matthew 918: $result .= '<h2>'.&mt('Excel Raw Data Output').'</h2>'.
919: '<p><a href="'.$filename.'">'.
920: &mt('Your Excel spreadsheet.').
921: '</a></p>'."\n";
1.43 matthew 922: return $result;
923: }
924:
1.57 matthew 925: sub OR_build_problem_data_worksheet {
1.43 matthew 926: my ($worksheet,$format,$Concepts,$ORdata) = @_;
927: my $rows_output = 3;
928: my $cols_output = 0;
929: $worksheet->write($rows_output++,0,'Problem Structure',$format->{'h3'});
930: ##
931: ##
932: my @Headers;
933: if (@$Concepts > 1) {
934: @Headers = ("Concept\nNumber",'Concept',"Foil\nNumber",
935: 'Foil Name','Foil Text','Correct value');
936: } else {
937: @Headers = ('Foil Number','FoilName','Foil Text','Correct value');
938: }
939: $worksheet->write_row($rows_output++,0,\@Headers,$format->{'header'});
1.48 matthew 940: my %Foildata = %{$ORdata->{'_Foils'}};
1.43 matthew 941: my $conceptindex = 1;
942: my $foilindex = 1;
943: foreach my $concept (@$Concepts) {
944: my @FoilsInConcept = @{$concept->{'foils'}};
945: my $firstfoil = shift(@FoilsInConcept);
946: if (@$Concepts > 1) {
947: $worksheet->write_row($rows_output++,0,
948: [$conceptindex,
949: $concept->{'name'},
950: $foilindex++,
951: $Foildata{$firstfoil}->{'name'},
952: $Foildata{$firstfoil}->{'text'},
953: $Foildata{$firstfoil}->{'value'},]);
954: } else {
955: $worksheet->write_row($rows_output++,0,
956: [ $foilindex++,
957: $Foildata{$firstfoil}->{'name'},
958: $Foildata{$firstfoil}->{'text'},
959: $Foildata{$firstfoil}->{'value'},]);
960: }
961: foreach my $foilid (@FoilsInConcept) {
962: if (@$Concepts > 1) {
963: $worksheet->write_row($rows_output++,0,
964: ['',
965: '',
966: $foilindex,
967: $Foildata{$foilid}->{'name'},
968: $Foildata{$foilid}->{'text'},
969: $Foildata{$foilid}->{'value'},]);
970: } else {
971: $worksheet->write_row($rows_output++,0,
972: [$foilindex,
973: $Foildata{$foilid}->{'name'},
974: $Foildata{$foilid}->{'text'},
975: $Foildata{$foilid}->{'value'},]);
976: }
977: } continue {
978: $foilindex++;
979: }
980: } continue {
981: $conceptindex++;
982: }
983: $rows_output++;
984: $rows_output++;
985: ##
986: ## Option data output
987: $worksheet->write($rows_output++,0,'Options',$format->{'header'});
1.48 matthew 988: foreach my $string (@{$ORdata->{'_Options'}}) {
1.43 matthew 989: $worksheet->write($rows_output++,0,$string);
990: }
991: return 'okay';
992: }
993:
1.57 matthew 994: sub OR_build_student_data_worksheet {
1.43 matthew 995: my ($worksheet,$format) = @_;
996: my $rows_output = 3;
997: my $cols_output = 0;
998: $worksheet->write($rows_output++,0,'Student Data',$format->{'h3'});
999: my @Headers = ('full name','username','domain','section',
1000: "student\nnumber",'identifier');
1001: $worksheet->write_row($rows_output++,0,\@Headers,$format->{'header'});
1002: my @Students = @Apache::lonstatistics::Students;
1003: my $studentrows = &Apache::loncoursedata::get_student_data(\@Students);
1004: my %ids;
1005: foreach my $row (@$studentrows) {
1006: my ($mysqlid,$student) = @$row;
1007: $ids{$student}=$mysqlid;
1008: }
1009: foreach my $student (@Students) {
1010: my $name_domain = $student->{'username'}.':'.$student->{'domain'};
1011: $worksheet->write_row($rows_output++,0,
1012: [$student->{'fullname'},
1013: $student->{'username'},$student->{'domain'},
1014: $student->{'section'},$student->{'id'},
1015: $ids{$name_domain}]);
1016: }
1017: return;
1018: }
1019:
1.57 matthew 1020: sub OR_build_response_data_worksheet {
1.43 matthew 1021: my ($worksheet,$format,$PerformanceData,$Foils,$ORdata)=@_;
1022: my $rows_output = 3;
1023: my $cols_output = 0;
1024: $worksheet->write($rows_output++,0,'Response Data',$format->{'h3'});
1025: $worksheet->set_column(1,1,20);
1026: $worksheet->set_column(2,2,13);
1027: my @Headers = ('identifier','time','award detail','attempt');
1028: foreach my $foil (@$Foils) {
1029: push (@Headers,$foil.' submission');
1030: push (@Headers,$foil.' grading');
1031: }
1032: $worksheet->write_row($rows_output++,0,\@Headers,$format->{'header'});
1033: #
1034: foreach my $row (@$PerformanceData) {
1035: next if (! defined($row));
1036: my ($student,$award,$grading,$submission,$time,$tries) = @$row;
1037: my @Foilgrades = split('&',$grading);
1038: my @Foilsubs = split('&',$submission);
1039: my %ResponseData;
1040: for (my $j=0;$j<=$#Foilgrades;$j++) {
1041: my ($foilid,$correct) = split('=',$Foilgrades[$j]);
1042: my (undef,$submission) = split('=',$Foilsubs[$j]);
1043: $submission = &Apache::lonnet::unescape($submission);
1044: $ResponseData{$foilid.' submission'}=$submission;
1045: $ResponseData{$foilid.' award'}=$correct;
1046: }
1047: $worksheet->write($rows_output,$cols_output++,$student);
1048: $worksheet->write($rows_output,$cols_output++,
1049: &calc_serial($time),$format->{'date'});
1050: $worksheet->write($rows_output,$cols_output++,$award);
1051: $worksheet->write($rows_output,$cols_output++,$tries);
1052: foreach my $foilid (@$Foils) {
1053: $worksheet->write($rows_output,$cols_output++,
1054: $ResponseData{$foilid.' submission'});
1055: $worksheet->write($rows_output,$cols_output++,
1056: $ResponseData{$foilid.' award'});
1057: }
1058: $rows_output++;
1059: $cols_output = 0;
1060: }
1061: return;
1.42 matthew 1062: }
1063:
1.43 matthew 1064:
1065: ##
1066: ## The following is copied from datecalc1.pl, part of the
1067: ## Spreadsheet::WriteExcel CPAN module.
1068: ##
1069: ##
1070: ######################################################################
1071: #
1072: # Demonstration of writing date/time cells to Excel spreadsheets,
1073: # using UNIX/Perl time as source of date/time.
1074: #
1075: # Copyright 2000, Andrew Benham, adsb@bigfoot.com
1076: #
1077: ######################################################################
1078: #
1079: # UNIX/Perl time is the time since the Epoch (00:00:00 GMT, 1 Jan 1970)
1080: # measured in seconds.
1081: #
1082: # An Excel file can use exactly one of two different date/time systems.
1083: # In these systems, a floating point number represents the number of days
1084: # (and fractional parts of the day) since a start point. The floating point
1085: # number is referred to as a 'serial'.
1086: # The two systems ('1900' and '1904') use different starting points:
1087: # '1900'; '1.00' is 1 Jan 1900 BUT 1900 is erroneously regarded as
1088: # a leap year - see:
1089: # http://support.microsoft.com/support/kb/articles/Q181/3/70.asp
1090: # for the excuse^H^H^H^H^H^Hreason.
1091: # '1904'; '1.00' is 2 Jan 1904.
1092: #
1093: # The '1904' system is the default for Apple Macs. Windows versions of
1094: # Excel have the option to use the '1904' system.
1095: #
1096: # Note that Visual Basic's "DateSerial" function does NOT erroneously
1097: # regard 1900 as a leap year, and thus its serials do not agree with
1098: # the 1900 serials of Excel for dates before 1 Mar 1900.
1099: #
1100: # Note that StarOffice (at least at version 5.2) does NOT erroneously
1101: # regard 1900 as a leap year, and thus its serials do not agree with
1102: # the 1900 serials of Excel for dates before 1 Mar 1900.
1103: #
1104: ######################################################################
1105: #
1106: # Calculation description
1107: # =======================
1108: #
1109: # 1900 system
1110: # -----------
1111: # Unix time is '0' at 00:00:00 GMT 1 Jan 1970, i.e. 70 years after 1 Jan 1900.
1112: # Of those 70 years, 17 (1904,08,12,16,20,24,28,32,36,40,44,48,52,56,60,64,68)
1113: # were leap years with an extra day.
1114: # Thus there were 17 + 70*365 days = 25567 days between 1 Jan 1900 and
1115: # 1 Jan 1970.
1116: # In the 1900 system, '1' is 1 Jan 1900, but as 1900 was not a leap year
1117: # 1 Jan 1900 should really be '2', so 1 Jan 1970 is '25569'.
1118: #
1119: # 1904 system
1120: # -----------
1121: # Unix time is '0' at 00:00:00 GMT 1 Jan 1970, i.e. 66 years after 1 Jan 1904.
1122: # Of those 66 years, 17 (1904,08,12,16,20,24,28,32,36,40,44,48,52,56,60,64,68)
1123: # were leap years with an extra day.
1124: # Thus there were 17 + 66*365 days = 24107 days between 1 Jan 1904 and
1125: # 1 Jan 1970.
1126: # In the 1904 system, 2 Jan 1904 being '1', 1 Jan 1970 is '24107'.
1127: #
1128: ######################################################################
1129: #
1130: # Copyright (c) 2000, Andrew Benham.
1131: # This program is free software. It may be used, redistributed and/or
1132: # modified under the same terms as Perl itself.
1133: #
1134: # Andrew Benham, adsb@bigfoot.com
1135: # London, United Kingdom
1136: # 11 Nov 2000
1137: #
1138: ######################################################################
1139:
1140: # Use 1900 date system on all platforms other than Apple Mac (for which
1141: # use 1904 date system).
1142: my $DATE_SYSTEM = ($^O eq 'MacOS') ? 1 : 0;
1143:
1144: #-----------------------------------------------------------
1145: # calc_serial()
1146: #
1147: # Called with (up to) 2 parameters.
1148: # 1. Unix timestamp. If omitted, uses current time.
1149: # 2. GMT flag. Set to '1' to return serial in GMT.
1150: # If omitted, returns serial in appropriate timezone.
1151: #
1152: # Returns date/time serial according to $DATE_SYSTEM selected
1153: #-----------------------------------------------------------
1154: sub calc_serial {
1155: my $time = (defined $_[0]) ? $_[0] : time();
1156: my $gmtflag = (defined $_[1]) ? $_[1] : 0;
1157:
1158: # Divide timestamp by number of seconds in a day.
1159: # This gives a date serial with '0' on 1 Jan 1970.
1160: my $serial = $time / 86400;
1161:
1162: # Adjust the date serial by the offset appropriate to the
1163: # currently selected system (1900/1904).
1164: if ($DATE_SYSTEM == 0) { # use 1900 system
1165: $serial += 25569;
1166: } else { # use 1904 system
1167: $serial += 24107;
1168: }
1169:
1170: unless ($gmtflag) {
1171: # Now have a 'raw' serial with the right offset. But this
1172: # gives a serial in GMT, which is false unless the timezone
1173: # is GMT. We need to adjust the serial by the appropriate
1174: # timezone offset.
1175: # Calculate the appropriate timezone offset by seeing what
1176: # the differences between localtime and gmtime for the given
1177: # time are.
1178:
1179: my @gmtime = gmtime($time);
1180: my @ltime = localtime($time);
1181:
1182: # For the first 7 elements of the two arrays, adjust the
1183: # date serial where the elements differ.
1184: for (0 .. 6) {
1185: my $diff = $ltime[$_] - $gmtime[$_];
1186: if ($diff) {
1187: $serial += _adjustment($diff,$_);
1188: }
1189: }
1190: }
1191:
1192: # Perpetuate the error that 1900 was a leap year by decrementing
1193: # the serial if we're using the 1900 system and the date is prior to
1194: # 1 Mar 1900. This has the effect of making serial value '60'
1195: # 29 Feb 1900.
1196:
1197: # This fix only has any effect if UNIX/Perl time on the platform
1198: # can represent 1900. Many can't.
1199:
1200: unless ($DATE_SYSTEM) {
1201: $serial-- if ($serial < 61); # '61' is 1 Mar 1900
1202: }
1203: return $serial;
1204: }
1205:
1206: sub _adjustment {
1207: # Based on the difference in the localtime/gmtime array elements
1208: # number, return the adjustment required to the serial.
1209:
1210: # We only look at some elements of the localtime/gmtime arrays:
1211: # seconds unlikely to be different as all known timezones
1212: # have an offset of integral multiples of 15 minutes,
1213: # but it's easy to do.
1214: # minutes will be different for timezone offsets which are
1215: # not an exact number of hours.
1216: # hours very likely to be different.
1217: # weekday will differ when localtime/gmtime difference
1218: # straddles midnight.
1219: #
1220: # Assume that difference between localtime and gmtime is less than
1221: # 5 days, then don't have to do maths for day of month, month number,
1222: # year number, etc...
1223:
1224: my ($delta,$element) = @_;
1225: my $adjust = 0;
1226:
1227: if ($element == 0) { # Seconds
1228: $adjust = $delta/86400; # 60 * 60 * 24
1229: } elsif ($element == 1) { # Minutes
1230: $adjust = $delta/1440; # 60 * 24
1231: } elsif ($element == 2) { # Hours
1232: $adjust = $delta/24; # 24
1233: } elsif ($element == 6) { # Day of week number
1234: # Catch difference straddling Sat/Sun in either direction
1235: $delta += 7 if ($delta < -4);
1236: $delta -= 7 if ($delta > 4);
1237:
1238: $adjust = $delta;
1239: }
1240: return $adjust;
1.1 stredwic 1241: }
1242:
1.46 matthew 1243: sub build_foil_index {
1244: my ($ORdata) = @_;
1.48 matthew 1245: return if (! exists($ORdata->{'_Foils'}));
1246: my %Foildata = %{$ORdata->{'_Foils'}};
1.46 matthew 1247: my @Foils = sort(keys(%Foildata));
1248: my %Concepts;
1249: foreach my $foilid (@Foils) {
1.48 matthew 1250: push(@{$Concepts{$Foildata{$foilid}->{'_Concept'}}},
1.46 matthew 1251: $foilid);
1252: }
1253: undef(@Foils);
1254: # Having gathered the concept information in a hash, we now translate it
1255: # into an array because we need to be consistent about order.
1256: # Also put the foils in order, too.
1257: my $sortfunction = sub {
1258: my %Numbers = (one => 1,
1259: two => 2,
1260: three => 3,
1261: four => 4,
1262: five => 5,
1263: six => 6,
1264: seven => 7,
1265: eight => 8,
1266: nine => 9,
1267: ten => 10,);
1268: my $a1 = lc($a);
1269: my $b1 = lc($b);
1.57 matthew 1270: if (exists($Numbers{$a1})) {
1271: $a = $Numbers{$a1};
1272: }
1273: if (exists($Numbers{$b1})) {
1274: $b = $Numbers{$b1};
1.46 matthew 1275: }
1.57 matthew 1276: if (($a =~/^\d+$/) && ($b =~/^\d+$/)) {
1277: return $a <=> $b;
1278: } else {
1279: return $a cmp $b;
1.46 matthew 1280: }
1281: };
1282: my @Concepts;
1283: foreach my $concept (sort $sortfunction (keys(%Concepts))) {
1.57 matthew 1284: if (! defined($Concepts{$concept})) {
1285: $Concepts{$concept}=[];
1286: # next;
1287: }
1.46 matthew 1288: push(@Concepts,{ name => $concept,
1289: foils => [@{$Concepts{$concept}}]});
1290: push(@Foils,(@{$Concepts{$concept}}));
1291: }
1292: #
1293: # Build up the table of row labels.
1294: my $table = '<table border="1" >'."\n";
1295: if (@Concepts > 1) {
1296: $table .= '<tr>'.
1297: '<th>'.&mt('Concept Number').'</th>'.
1298: '<th>'.&mt('Concept').'</th>'.
1299: '<th>'.&mt('Foil Number').'</th>'.
1300: '<th>'.&mt('Foil Name').'</th>'.
1301: '<th>'.&mt('Foil Text').'</th>'.
1302: '<th>'.&mt('Correct Value').'</th>'.
1303: "</tr>\n";
1304: } else {
1305: $table .= '<tr>'.
1306: '<th>'.&mt('Foil Number').'</th>'.
1307: '<th>'.&mt('Foil Name').'</th>'.
1308: '<th>'.&mt('Foil Text').'</th>'.
1309: '<th>'.&mt('Correct Value').'</th>'.
1310: "</tr>\n";
1311: }
1312: my $conceptindex = 1;
1313: my $foilindex = 1;
1314: foreach my $concept (@Concepts) {
1315: my @FoilsInConcept = @{$concept->{'foils'}};
1316: my $firstfoil = shift(@FoilsInConcept);
1317: if (@Concepts > 1) {
1318: $table .= '<tr>'.
1319: '<td>'.$conceptindex.'</td>'.
1.63 matthew 1320: '<td>'.&HTML::Entities::encode($concept->{'name'}).'</td>'.
1.46 matthew 1321: '<td>'.$foilindex++.'</td>'.
1.63 matthew 1322: '<td>'.&HTML::Entities::encode($Foildata{$firstfoil}->{'name'}).'</td>'.
1.65 ! matthew 1323: '<td>'.$Foildata{$firstfoil}->{'text'}.'</td>'.
1.63 matthew 1324: '<td>'.&HTML::Entities::encode($Foildata{$firstfoil}->{'value'}).'</td>'.
1.46 matthew 1325: "</tr>\n";
1326: } else {
1327: $table .= '<tr>'.
1328: '<td>'.$foilindex++.'</td>'.
1.63 matthew 1329: '<td>'.&HTML::Entities::encode($Foildata{$firstfoil}->{'name'}).'</td>'.
1.65 ! matthew 1330: '<td>'.$Foildata{$firstfoil}->{'text'}.'</td>'.
1.63 matthew 1331: '<td>'.&HTML::Entities::encode($Foildata{$firstfoil}->{'value'}).'</td>'.
1.46 matthew 1332: "</tr>\n";
1333: }
1334: foreach my $foilid (@FoilsInConcept) {
1335: if (@Concepts > 1) {
1336: $table .= '<tr>'.
1337: '<td></td>'.
1338: '<td></td>'.
1339: '<td>'.$foilindex.'</td>'.
1.63 matthew 1340: '<td>'.&HTML::Entities::encode($Foildata{$foilid}->{'name'}).'</td>'.
1.65 ! matthew 1341: '<td>'.$Foildata{$foilid}->{'text'}.'</td>'.
1.63 matthew 1342: '<td>'.&HTML::Entities::encode($Foildata{$foilid}->{'value'}).'</td>'.
1.46 matthew 1343: "</tr>\n";
1344: } else {
1345: $table .= '<tr>'.
1346: '<td>'.$foilindex.'</td>'.
1.63 matthew 1347: '<td>'.&HTML::Entities::encode($Foildata{$foilid}->{'name'}).'</td>'.
1.65 ! matthew 1348: '<td>'.$Foildata{$foilid}->{'text'}.'</td>'.
1.63 matthew 1349: '<td>'.&HTML::Entities::encode($Foildata{$foilid}->{'value'}).'</td>'.
1.46 matthew 1350: "</tr>\n";
1351: }
1352: } continue {
1353: $foilindex++;
1354: }
1355: } continue {
1356: $conceptindex++;
1357: }
1358: $table .= "</table>\n";
1359: #
1360: # Build option index with color stuff
1361: return ($table,\@Foils,\@Concepts);
1362: }
1363:
1364: sub build_option_index {
1365: my ($ORdata)= @_;
1366: my $table = "<table>\n";
1367: my $optionindex = 0;
1368: my @Rows;
1.48 matthew 1369: foreach my $option (&mt('correct option chosen'),@{$ORdata->{'_Options'}}) {
1.46 matthew 1370: push (@Rows,
1371: '<tr>'.
1372: '<td bgcolor="'.$plotcolors->[$optionindex++].'">'.
1373: (' 'x4).'</td>'.
1.63 matthew 1374: '<td>'.&HTML::Entities::encode($option).'</td>'.
1.46 matthew 1375: "</tr>\n");
1376: }
1377: shift(@Rows); # Throw away 'correct option chosen' color
1378: $table .= join('',reverse(@Rows));
1379: $table .= "</table>\n";
1380: }
1381:
1.33 matthew 1382: #########################################################
1383: #########################################################
1384: ##
1.46 matthew 1385: ## Generic Interface Routines
1.33 matthew 1386: ##
1387: #########################################################
1388: #########################################################
1.23 matthew 1389: sub CreateInterface {
1.28 matthew 1390: ##
1391: ## Environment variable initialization
1.36 matthew 1392: if (! exists$ENV{'form.AnalyzeOver'}) {
1393: $ENV{'form.AnalyzeOver'} = 'Tries';
1.28 matthew 1394: }
1395: ##
1396: ## Build the menu
1.7 stredwic 1397: my $Str = '';
1.23 matthew 1398: $Str .= '<table cellspacing="5">'."\n";
1399: $Str .= '<tr>';
1400: $Str .= '<td align="center"><b>'.&mt('Sections').'</b></td>';
1401: $Str .= '<td align="center"><b>'.&mt('Enrollment Status').'</b></td>';
1.31 matthew 1402: # $Str .= '<td align="center"><b>'.&mt('Sequences and Folders').'</b></td>';
1403: $Str .= '<td align="center"> </td>';
1.23 matthew 1404: $Str .= '</tr>'."\n";
1.31 matthew 1405: ##
1406: ##
1.23 matthew 1407: $Str .= '<tr><td align="center">'."\n";
1408: $Str .= &Apache::lonstatistics::SectionSelect('Section','multiple',5);
1.28 matthew 1409: $Str .= '</td>';
1410: #
1411: $Str .= '<td align="center">';
1.23 matthew 1412: $Str .= &Apache::lonhtmlcommon::StatusOptions(undef,undef,5);
1.28 matthew 1413: $Str .= '</td>';
1414: #
1.31 matthew 1415: # $Str .= '<td align="center">';
1.23 matthew 1416: my $only_seq_with_assessments = sub {
1417: my $s=shift;
1418: if ($s->{'num_assess'} < 1) {
1419: return 0;
1420: } else {
1421: return 1;
1422: }
1423: };
1.31 matthew 1424: &Apache::lonstatistics::MapSelect('Maps','multiple,all',5,
1.23 matthew 1425: $only_seq_with_assessments);
1.36 matthew 1426: ##
1427: ##
1.28 matthew 1428: $Str .= '<td>';
1.36 matthew 1429: { # These braces are here to organize the code, not scope it.
1430: {
1431: $Str .= '<nobr>'.&mt('Analyze Over ');
1.51 matthew 1432: $Str .= &Apache::loncommon::help_open_topic
1433: ('Analysis_Analyze_Over');
1.36 matthew 1434: $Str .='<select name="AnalyzeOver" >';
1435: $Str .= '<option value="Tries" ';
1436: if (! exists($ENV{'form.AnalyzeOver'}) ||
1437: $ENV{'form.AnalyzeOver'} eq 'Tries'){
1438: # Default to Tries
1439: $Str .= ' selected ';
1440: }
1441: $Str .= '>'.&mt('Tries').'</option>';
1442: $Str .= '<option value="Time" ';
1443: $Str .= ' selected ' if ($ENV{'form.AnalyzeOver'} eq 'Time');
1444: $Str .= '>'.&mt('Time').'</option>';
1.51 matthew 1445: $Str .= '</select>';
1446: $Str .= '</nobr><br />';
1.36 matthew 1447: }
1448: {
1449: $Str .= '<nobr>'.&mt('Analyze as ');
1.51 matthew 1450: $Str .= &Apache::loncommon::help_open_topic
1451: ('Analysis_Analyze_as');
1.36 matthew 1452: $Str .='<select name="AnalyzeAs" >';
1453: $Str .= '<option value="Concepts" ';
1454: if (! exists($ENV{'form.AnalyzeAs'}) ||
1455: $ENV{'form.AnalyzeAs'} eq 'Concepts'){
1456: # Default to Concepts
1457: $Str .= ' selected ';
1458: }
1459: $Str .= '>'.&mt('Concepts').'</option>';
1460: $Str .= '<option value="Foils" ';
1461: $Str .= ' selected ' if ($ENV{'form.AnalyzeAs'} eq 'Foils');
1462: $Str .= '>'.&mt('Foils').'</option>';
1463: $Str .= '</select></nobr><br />';
1464: }
1465: {
1466: $Str .= '<br /><nobr>'.&mt('Number of Plots:');
1.52 matthew 1467: $Str .= &Apache::loncommon::help_open_topic
1468: ('Analysis_num_plots');
1.36 matthew 1469: $Str .= '<select name="NumPlots">';
1470: if (! exists($ENV{'form.NumPlots'})
1471: || $ENV{'form.NumPlots'} < 1
1472: || $ENV{'form.NumPlots'} > 20) {
1473: $ENV{'form.NumPlots'} = 5;
1474: }
1475: foreach my $i (1,2,3,4,5,6,7,8,10,15,20) {
1476: $Str .= '<option value="'.$i.'" ';
1477: if ($ENV{'form.NumPlots'} == $i) { $Str.=' selected '; }
1478: $Str .= '>'.$i.'</option>';
1479: }
1480: $Str .= '</select></nobr>';
1481: }
1.28 matthew 1482: }
1483: $Str .= '</td>';
1.36 matthew 1484: ##
1485: ##
1.28 matthew 1486: $Str .= '</tr>'."\n";
1.23 matthew 1487: $Str .= '</table>'."\n";
1.42 matthew 1488: return $Str;
1.54 matthew 1489: }
1.47 matthew 1490:
1491: #########################################################
1492: #########################################################
1493: ##
1494: ## Misc Option Response functions
1495: ##
1496: #########################################################
1497: #########################################################
1498: sub get_time_from_row {
1.42 matthew 1499: my ($row) = @_;
1500: if (ref($row)) {
1.47 matthew 1501: return $row->[&Apache::loncoursedata::RD_timestamp()];
1.42 matthew 1502: }
1503: return undef;
1504: }
1505:
1.47 matthew 1506: sub get_tries_from_row {
1.42 matthew 1507: my ($row) = @_;
1508: if (ref($row)) {
1.47 matthew 1509: return $row->[&Apache::loncoursedata::RD_tries()];
1.42 matthew 1510: }
1511: return undef;
1512: }
1513:
1.48 matthew 1514: sub hashify_attempt {
1515: my ($row) = @_;
1516: my %attempt;
1517: $attempt{'tries'} = $row->[&Apache::loncoursedata::RD_tries()];
1518: $attempt{'submission'} = $row->[&Apache::loncoursedata::RD_submission()];
1519: $attempt{'award'} = $row->[&Apache::loncoursedata::RD_awarddetail()];
1520: $attempt{'timestamp'} = $row->[&Apache::loncoursedata::RD_timestamp()];
1521: return %attempt;
1522: }
1523:
1.46 matthew 1524: sub Process_OR_Row {
1.42 matthew 1525: my ($row) = @_;
1526: my %RowData;
1.47 matthew 1527: my $student_id = $row->[&Apache::loncoursedata::RD_student_id()];
1528: my $award = $row->[&Apache::loncoursedata::RD_awarddetail()];
1529: my $grading = $row->[&Apache::loncoursedata::RD_response_eval()];
1530: my $submission = $row->[&Apache::loncoursedata::RD_submission()];
1531: my $time = $row->[&Apache::loncoursedata::RD_timestamp()];
1532: my $tries = $row->[&Apache::loncoursedata::RD_tries()];
1.43 matthew 1533: return undef if ($award eq 'MISSING_ANSWER');
1.42 matthew 1534: if ($award =~ /(APPROX_ANS|EXACT_ANS)/) {
1535: $RowData{'_correct'} = 1;
1536: }
1537: $RowData{'_total'} = 1;
1538: my @Foilgrades = split('&',$grading);
1539: my @Foilsubs = split('&',$submission);
1540: for (my $j=0;$j<=$#Foilgrades;$j++) {
1541: my ($foilid,$correct) = split('=',$Foilgrades[$j]);
1.58 matthew 1542: $foilid = &Apache::lonnet::unescape($foilid);
1.42 matthew 1543: my (undef,$submission) = split('=',$Foilsubs[$j]);
1544: if ($correct) {
1545: $RowData{$foilid}->{'_correct'}++;
1546: } else {
1547: $submission = &Apache::lonnet::unescape($submission);
1548: $RowData{$foilid}->{$submission}++;
1549: }
1550: $RowData{$foilid}->{'_total'}++;
1551: }
1552: return %RowData;
1.1 stredwic 1553: }
1554:
1.39 matthew 1555: ##
1556: ## get problem data and put it into a useful data structure.
1557: ## note: we must force each foil and option to not begin or end with
1558: ## spaces as they are stored without such data.
1559: ##
1.48 matthew 1560: sub get_problem_data {
1.25 matthew 1561: my ($url) = @_;
1562: my $Answ=&Apache::lonnet::ssi($url,('grade_target' => 'analyze'));
1.23 matthew 1563: (my $garbage,$Answ)=split(/_HASH_REF__/,$Answ,2);
1.25 matthew 1564: my %Answer;
1.23 matthew 1565: %Answer=&Apache::lonnet::str2hash($Answ);
1.25 matthew 1566: my %Partdata;
1567: foreach my $part (@{$Answer{'parts'}}) {
1568: while (my($key,$value) = each(%Answer)) {
1569: next if ($key !~ /^$part/);
1570: $key =~ s/^$part\.//;
1571: if (ref($value) eq 'ARRAY') {
1572: if ($key eq 'options') {
1.48 matthew 1573: $Partdata{$part}->{'_Options'}=$value;
1.25 matthew 1574: } elsif ($key eq 'concepts') {
1.48 matthew 1575: $Partdata{$part}->{'_Concepts'}=$value;
1.25 matthew 1576: } elsif ($key =~ /^concept\.(.*)$/) {
1577: my $concept = $1;
1578: foreach my $foil (@$value) {
1.48 matthew 1579: $Partdata{$part}->{'_Foils'}->{$foil}->{'_Concept'}=
1.36 matthew 1580: $concept;
1.25 matthew 1581: }
1582: }
1583: } else {
1584: if ($key=~ /^foil\.text\.(.*)$/) {
1585: my $foil = $1;
1.48 matthew 1586: $Partdata{$part}->{'_Foils'}->{$foil}->{'name'}=$foil;
1.43 matthew 1587: $value =~ s/(\s*$|^\s*)//g;
1.48 matthew 1588: $Partdata{$part}->{'_Foils'}->{$foil}->{'text'}=$value;
1.25 matthew 1589: } elsif ($key =~ /^foil\.value\.(.*)$/) {
1590: my $foil = $1;
1.48 matthew 1591: $Partdata{$part}->{'_Foils'}->{$foil}->{'value'}=$value;
1.25 matthew 1592: }
1.47 matthew 1593: }
1594: }
1595: }
1596: return %Partdata;
1597: }
1598:
1.23 matthew 1599: 1;
1.1 stredwic 1600:
1601: __END__
1.48 matthew 1602:
1603: #####
1604: # partdata{part}->{_Foils}->{foilid}->{'name'} = $
1605: # ->{'text'} = $
1606: # ->{'value'} = $
1607: # ->{'_Concept'} = $
1608: # partdata{part}->{_Options} = @
1609: # partdata{part}->{_Concepts} = @
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