--- loncom/interface/statistics/lonproblemanalysis.pm 2002/08/01 20:49:06 1.3 +++ loncom/interface/statistics/lonproblemanalysis.pm 2003/10/15 21:30:51 1.39 @@ -1,7 +1,7 @@ # The LearningOnline Network with CAPA -# (Publication Handler # -# $Id: lonproblemanalysis.pm,v 1.3 2002/08/01 20:49:06 stredwic Exp $ + +# $Id: lonproblemanalysis.pm,v 1.39 2003/10/15 21:30:51 matthew Exp $ # # Copyright Michigan State University Board of Trustees # @@ -25,461 +25,780 @@ # # http://www.lon-capa.org/ # -# (Navigate problems for statistical reports -# YEAR=2001 -# 5/5,7/9,7/25/1,8/11,9/13,9/26,10/5,10/9,10/22,10/26 Behrouz Minaei -# 11/1,11/4,11/16,12/14,12/16,12/18,12/20,12/31 Behrouz Minaei -# YEAR=2002 -# 1/22,2/1,2/6,2/25,3/2,3/6,3/17,3/21,3/22,3/26,4/7,5/6 Behrouz Minaei -# 5/12,5/14,5/15,5/19,5/26,7/16 Behrouz Minaei -# -### -package Apache::lonproblemanalysis; +package Apache::lonproblemanalysis; use strict; use Apache::lonnet(); -use GDBM_File; - -my $jr; +use Apache::loncommon(); +use Apache::lonhtmlcommon(); +use Apache::loncoursedata(); +use Apache::lonstatistics; +use Apache::lonlocal; +use HTML::Entities(); + +my $plotcolors = [qw/ + #33ff00 + #0033cc #990000 #aaaa66 #663399 #ff9933 + #66ccff #ff9999 #cccc33 #660000 #33cc66 + /]; + #[qw/lgreen dgreen dred/]; sub BuildProblemAnalysisPage { - my ($cacheDB)=@_; - - my %cache; - my $Str = ''; - unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) { - $Str .= 'Unable to tie database.'; - return $Str; + my ($r,$c)=@_; + $r->print('

'.&mt('Option Response Problem Analysis').'

'); + $r->print(&CreateInterface()); + # + my @Students = @Apache::lonstatistics::Students; + # + if (exists($ENV{'form.updatecaches'}) || + (exists($ENV{'form.firstanalysis'}) && + $ENV{'form.firstanalysis'} ne 'no')) { + &Apache::lonstatistics::Gather_Full_Student_Data($r); } - - $Str .= &IntervalOptions($cache{'Interval'}); - $Str .= &OptionResponseTable($cache{'OptionResponses'}, \%cache); - - untie(%cache); - - return $Str; -} - -sub BuildAnalyzePage { - my ($cacheDB, $students, $courseID,$r)=@_; - - $jr = $r; - my $c = $r->connection; - - my $Str = ''; - my %cache; - foreach (@$students) { - if($c->aborted) { - return $Str; - } - my $downloadTime=''; - if(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) { - $downloadTime = $cache{$_.':lastDownloadTime'}; - untie(%cache); - } - if($downloadTime eq 'Not downloaded') { - my $courseData = - &Apache::loncoursedata::DownloadCourseInformation($_, - $courseID); - if(tie(%cache,'GDBM_File',$cacheDB,&GDBM_WRCREAT(),0640)) { - &Apache::loncoursedata::ProcessStudentData(\%cache, - $courseData, $_); - untie(%cache); + if (! exists($ENV{'form.firstanalysis'})) { + $r->print(''); + } else { + $r->print(''); + } + $r->rflush(); + if (exists($ENV{'form.problemchoice'}) && + ! exists($ENV{'form.SelectAnother'})) { + $r->print(''); + $r->print(' 'x5); + $r->print(''); + $r->print(' 'x5); + $r->print(''); + $r->print(' 'x5); + $r->print(''); + $r->print(''); + $r->print(' 'x5); + # + $r->print('
'); + # + my ($symb,$part,$resid) = &get_problem_symb( + &Apache::lonnet::unescape($ENV{'form.problemchoice'}) + ); + # + my $resource = &get_resource_from_symb($symb); + if (defined($resource)) { + my %Data = &get_problem_data($resource->{'src'}); + my $ORdata = $Data{$part.'.'.$resid}; + ## + ## Render the problem + my $base; + ($base,undef) = ($resource->{'src'} =~ m|(.*/)[^/]*$|); + $base = "http://".$ENV{'SERVER_NAME'}.$base; + my $rendered_problem = + &Apache::lonnet::ssi_body($resource->{'src'}); + $rendered_problem =~ s/<\s*form\s*/)|<\/nop>|g; + $r->print('
'. + ''. + $rendered_problem. + '
'); + ## + ## Analyze the problem + my $PerformanceData = + &Apache::loncoursedata::get_optionresponse_data + (\@Students,$symb,$resid); + if (defined($PerformanceData) && + ref($PerformanceData) eq 'ARRAY') { + if ($ENV{'form.AnalyzeOver'} eq 'Tries') { + my $analysis_html = &tries_analysis($PerformanceData, + $ORdata); + $r->print($analysis_html); + } elsif ($ENV{'form.AnalyzeOver'} eq 'Time') { + my $analysis_html = &time_analysis($PerformanceData, + $ORdata); + $r->print($analysis_html); + } else { + $r->print('

'. + &mt('The analysis you have selected is '. + 'not supported at this time'). + '

'); + } } else { - next; + $r->print('

'. + &mt('There is no student data for this problem.'). + '

'); } + } else { + $r->print('resource is undefined'); } + $r->print('
'); + } else { + $r->print(''); + $r->print(' 'x5); + $r->print('

'.&mt('Please select a problem to analyze').'

'); + $r->print(&OptionResponseProblemSelector()); } +} - unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) { - $Str .= 'Unable to tie database.'; - return $Str; - } - - my ($problemId, $part, $responseId)=split(':',$cache{'AnalyzeInfo'}); - my $uri = $cache{$problemId.':source'}; - my $problem = $cache{$problemId.':problem'}; - my $title = $cache{$problemId.':title'}; - my $interval = $cache{'Interval'}; - - my %ConceptData; - $ConceptData{"Interval"} = $interval; - - #Initialize the option response true answers - my ($analyzeData) = &InitAnalysis($uri, $part, $responseId, $problem, - $students->[0], $courseID); - if(defined($analyzeData->{'error'})) { - $Str .= 'Incorrect part requested.
'; - return $Str; - } - - if($c->aborted()) { untie(%cache); return $Str; } - - #compute the intervals - &Interval($part, $problem, $interval, $analyzeData->{'concepts'}, - \%ConceptData); - - $title =~ s/\ /"_"/eg; - $Str .= '
'.$uri.''; - if($c->aborted()) { untie(%cache); return $Str; } - - #Java script Progress window -# &Create_PrgWin(); -# &Update_PrgWin("Starting-to-analyze-problem"); - for(my $index=0; $index<(scalar @$students); $index++) { - if($c->aborted()) { untie(%cache); return $Str; } -# &Update_PrgWin($index); -# &OpStatus($problem, $students->[$index], $courseID, \%ConceptData, -# $analyzeData->{'foil_to_concept'}, $analyzeData, \%cache); - &OpStatus($problem, $students->[$index], \%ConceptData, - $analyzeData->{'foil_to_concept'}, $analyzeData, \%cache); - } -# &Close_PrgWin(); +######################################################### +######################################################### +## +## Misc interface routines use by analysis code +## +######################################################### +######################################################### +sub build_foil_index { + my ($ORdata) = @_; + my %Foildata = %{$ORdata->{'Foils'}}; + my @Foils = sort(keys(%Foildata)); + my %Concepts; + foreach my $foilid (@Foils) { + push(@{$Concepts{$Foildata{$foilid}->{'Concept'}}}, + $foilid); + } + undef(@Foils); + # Having gathered the concept information in a hash, we now translate it + # into an array because we need to be consistent about order. + # Also put the foils in order, too. + my $sortfunction = sub { + my %Numbers = (one => 1, + two => 2, + three => 3, + four => 4, + five => 5, + six => 6, + seven => 7, + eight => 8, + nine => 9, + ten => 10,); + my $a1 = $a; + my $b1 = $b; + if (exists($Numbers{lc($a)})) { + $a1 = $Numbers{lc($a)}; + } + if (exists($Numbers{lc($b)})) { + $b1 = $Numbers{lc($b)}; + } + $a1 cmp $b1; + }; + my @Concepts; + foreach my $concept (sort $sortfunction (keys(%Concepts))) { + push(@Concepts,{ name => $concept, + foils => [@{$Concepts{$concept}}]}); + push(@Foils,(@{$Concepts{$concept}})); + } + # + # Build up the table of row labels. + my $table = ''."\n"; + if (@Concepts > 1) { + $table .= ''. + ''. + ''. + ''. + ''. + ''. + ''. + "\n"; + } else { + $table .= ''. + ''. + ''. + ''. + ''. + "\n"; + } + my $conceptindex = 1; + my $foilindex = 1; + foreach my $concept (@Concepts) { + my @FoilsInConcept = @{$concept->{'foils'}}; + my $firstfoil = shift(@FoilsInConcept); + if (@Concepts > 1) { + $table .= ''. + ''. + ''. + ''. + ''. + ''. + ''. + "\n"; + } else { + $table .= ''. + ''. + ''. + ''. + ''. + "\n"; + } + foreach my $foilid (@FoilsInConcept) { + if (@Concepts > 1) { + $table .= ''. + ''. + ''. + ''. + ''. + ''. + ''. + "\n"; + } else { + $table .= ''. + ''. + ''. + ''. + ''. + "\n"; + } + } continue { + $foilindex++; + } + } continue { + $conceptindex++; + } + $table .= "
'.&mt('Concept Number').''.&mt('Concept').''.&mt('Foil Number').''.&mt('Foil Name').''.&mt('Foil Text').''.&mt('Correct Value').'
'.&mt('Foil Number').''.&mt('Foil Name').''.&mt('Foil Text').''.&mt('Correct Value').'
'.$conceptindex.''.$concept->{'name'}.''.$foilindex++.''.$Foildata{$firstfoil}->{'name'}.''.$Foildata{$firstfoil}->{'text'}.''.$Foildata{$firstfoil}->{'value'}.'
'.$foilindex++.''.$Foildata{$firstfoil}->{'name'}.''.$Foildata{$firstfoil}->{'text'}.''.$Foildata{$firstfoil}->{'value'}.'
'.$foilindex.''.$Foildata{$foilid}->{'name'}.''.$Foildata{$foilid}->{'text'}.''.$Foildata{$foilid}->{'value'}.'
'.$foilindex.''.$Foildata{$foilid}->{'name'}.''.$Foildata{$foilid}->{'text'}.''.$Foildata{$foilid}->{'value'}.'
\n"; + # + # Build option index with color stuff + return ($table,\@Foils,\@Concepts); +} - $Str .= '
'; - for (my $k=0; $k<$interval; $k++ ) { - if($c->aborted()) { untie(%cache); return $Str; } - $Str .= &DrawGraph($k, $title, $analyzeData->{'concepts'}, - \%ConceptData); - } - for (my $k=0; $k<$interval; $k++ ) { - if($c->aborted()) { untie(%cache); return $Str; } - $Str .= &DrawTable($k, $analyzeData->{'concepts'}, \%ConceptData); +sub build_option_index { + my ($ORdata)= @_; + my $table = "\n"; + my $optionindex = 0; + my @Rows; + foreach my $option ('correct',@{$ORdata->{'Options'}}) { + push (@Rows, + ''. + ''. + ''. + "\n"); } - my $Answ=&Apache::lonnet::ssi($uri); - $Str .= '
Here you can see the Problem:
'.$Answ; - - untie(%cache); - - return $Str.''; + $table .= join('',reverse(@Rows)); + $table .= "
'. + (' 'x4).''.$option.'
\n"; } -#---- Problem Analysis Web Page ---------------------------------------------- - -sub IntervalOptions { - my ($selectedInterval)=@_; - - my $interval = 1; - for(my $n=1; $n<=7; $n++) { - if($selectedInterval == $n) { - $interval = $n; +######################################################### +######################################################### +## +## Tries Analysis +## +######################################################### +######################################################### +sub tries_analysis { + my ($PerformanceData,$ORdata) = @_; + my $mintries = 1; + my $maxtries = $ENV{'form.NumPlots'}; + my ($table,$Foils,$Concepts) = &build_foil_index($ORdata); + if ((@$Concepts < 2) && ($ENV{'form.AnalyzeAs'} ne 'Foils')) { + $table = '

'. + &mt('Not enough data for concept analysis. '. + 'Performing Foil Analysis'). + '

'.$table; + $ENV{'form.AnalyzeAs'} = 'Foils'; + } + my %ResponseData = &analyze_option_data_by_tries($PerformanceData, + $mintries,$maxtries); + # + # Compute the data neccessary to make the plots + my @PlotData; # Array which holds the data for each plot + # @{$PlotData[$try]->{'datasetname'}} holds the data for + # try $try with respect to 'datasetname'. The array is + # filled either with per-foil or per-concept data. + my ($extrakey,$xlabel,$ylabel); + if ($ENV{'form.AnalyzeAs'} eq 'Foils') { + $extrakey = &build_option_index($ORdata); + $xlabel = 'Foil Number'; + $ylabel = 'Option Chosen'; + foreach my $foilid (@$Foils) { + for (my $i=$mintries;$i<=$maxtries;$i++) { + foreach my $option ('_correct',@{$ORdata->{'Options'}}) { + push(@{$PlotData[$i]->{'_total'}}, + $ResponseData{$foilid}->[$i]->{'_total'}); + if ($ResponseData{$foilid}->[$i]->{'_total'} == 0) { + push (@{$PlotData[$i]->{$option}},0); + } else { + push (@{$PlotData[$i]->{$option}}, + 100 * $ResponseData{$foilid}->[$i]->{$option} / + $ResponseData{$foilid}->[$i]->{'_total'}); + } + } + } } - } - - my $Ptr = '
Select number of intervals'."\n". - ''."\n"; - - return $Ptr; -} - -sub OptionResponseTable { - my ($optionResponses,$cache)=@_; - my $Str = ''; - $Str .= '
Option Response Problems in this course:'."\n"; - $Str .= '

'."\n"; - $Str .= ""; - $Str .= ''."\n"; - - my $number=1; - my @optionResponses=split(':::', $optionResponses); - my %partCount; - foreach (@optionResponses) { - my ($problemId, $part, undef)=split(':',$_); - $partCount{$problemId.':'.$part}++; - } - - foreach (@optionResponses) { - my ($problemId, $part, $response)=split(':',$_); - my $uri = $cache->{$problemId.':source'}; - my $title = $cache->{$problemId.':title'}; - - my $Temp = ''.$title.''; - $Str .= ''; - $Str .= ''; - $Str .= ''; - $Str .= ''; - if($partCount{$problemId.':'.$part} < 2) { - $Str .= ''."\n"; + } # End of work to fill @PlotData + # + # Build a table for the plots + $table .= "
\# Problem Title Resource Analysis
'.$number.' '.$Temp.''.$uri.'
\n"; + my @Plots; + for (my $i=$mintries;$i<=$maxtries;$i++) { + my $minstu = $PlotData[$i]->{'_total'}->[0]; + my $maxstu = $PlotData[$i]->{'_total'}->[0]; + foreach my $count (@{$PlotData[$i]->{'_total'}}) { + if ($minstu > $count) { + $minstu = $count; + } + if ($maxstu < $count) { + $maxstu = $count; + } + } + $maxstu = 0 if (! defined($maxstu)); + $minstu = 0 if (! defined($minstu)); + my $title; + if ($maxstu == $minstu) { + $title = 'Attempt '.$i.', '.$maxstu.' students'; } else { - $Str .= ''."\n"; + $title = 'Attempt '.$i.', '.$minstu.'-'.$maxstu.' students'; } - $number++; + my @Datasets; + foreach my $option ('_correct',@{$ORdata->{'Options'}}) { + next if (! exists($PlotData[$i]->{$option})); + push(@Datasets,$PlotData[$i]->{$option}); + } + my $graphlink = &Apache::loncommon::DrawGraph($title, + $xlabel, + $ylabel, + 100, + $plotcolors, + @Datasets); + push(@Plots,$graphlink); + } + # + # Should this be something the user can set? Too many dialogs! + while (my $plotlink = shift(@Plots)) { + $table .= '\n"; } - $Str .= '
'.$plotlink.''.$extrakey."
'."\n"; - - return $Str; + $table .= "\n"; + return ($table); } -#---- END Problem Analysis Web Page ------------------------------------------ - -#---- Analyze Web Page ------------------------------------------------------- - -#restore the student submissions and finding the result -sub OpStatus { - my ($problem, $student, $ConceptData, $foil_to_concept, - $analyzeData, $cache)=@_; - - my $ids = $analyzeData->{'parts'}; - my @True = (); - my @False = (); - my $flag=0; - my $latestVersion = $cache->{$student.':version:'.$problem}; - if(!$latestVersion) { - return; - } - - my $tries=0; - for(my $version=1; $version<=$latestVersion; $version++) { - my $time=$cache->{$student.':'.$version.':'.$problem.':timestamp'}; - - foreach my $id (@$ids) { - my ($currentPart, undef) = split(/\./, $id); - #check if this is a repeat submission, if so skip it - next if($cache->{$student.':'.$version.':'.$problem. - ':resource.'.$currentPart.'.previous'}); - #if no solved this wasn't a real submission, ignore it - if(!defined($cache->{"$student:$version:$problem". - ":resource.$currentPart.solved"})) { - &Apache::lonxml::debug("skipping "); - next; - } - my $Resp = $cache->{$student.':'.$version.':'.$problem. - ':resource.'.$id.'.submission'}; - my %submission=&Apache::lonnet::str2hash($Resp); - foreach (keys(%submission)) { - if($submission{$_}) { - my $answer = $analyzeData->{$id.'.foil.value.'.$_}; - if($submission{$_} eq $answer) { - &Decide("true", $foil_to_concept->{$_}, - $time, $ConceptData); +sub analyze_option_data_by_tries { + my ($PerformanceData,$mintries,$maxtries) = @_; + my %Trydata; + $mintries = 1 if (! defined($mintries) || $mintries < 1); + $maxtries = $mintries if (! defined($maxtries) || $maxtries < $mintries); + foreach my $row (@$PerformanceData) { + next if (! defined($row)); + my ($grading,$submission,$time,$tries) = @$row; + next if ($grading eq 'MISSING_ANSWER'); + my @Foilgrades = split('&',$grading); + my @Foilsubs = split('&',$submission); + for (my $numtries = 1; $numtries <= $maxtries; $numtries++) { + if ($tries == $numtries) { + for (my $i=0;$i<=$#Foilgrades;$i++) { + my ($foilid,$correct) = split('=',$Foilgrades[$i]); + my (undef,$submission) = split('=',$Foilsubs[$i]); + $submission = &HTML::Entities::decode($submission); + $submission =~ s/\%20/ /g; + if ($correct) { + $Trydata{$foilid}->[$numtries]->{'_correct'}++; } else { - &Decide("false", $foil_to_concept->{$_}, - $time, $ConceptData); - } + $Trydata{$foilid}->[$numtries]->{$submission}++; + } + $Trydata{$foilid}->[$numtries]->{'_total'}++; } } } } + return %Trydata; +} - return; +######################################################### +######################################################### +## +## Time Analysis +## +######################################################### +######################################################### +sub time_analysis { + my ($PerformanceData,$ORdata) = @_; + my $num_plots = $ENV{'form.NumPlots'}; + my ($table,$Foils,$Concepts) = &build_foil_index($ORdata); + my $num_data = scalar(@$PerformanceData)-1; + my $percent = sprintf('%2f',100/$num_plots); + my $extratable = ''; + if ($ENV{'form.AnalyzeAs'} eq 'Foils') { + $extratable = &build_option_index($ORdata); + } + $table .= "\n"; + for (my $i=0;$i<$num_plots;$i++) { + my $starttime = &Apache::lonhtmlcommon::get_date_from_form + ('startdate_'.$i); + my $endtime = &Apache::lonhtmlcommon::get_date_from_form + ('enddate_'.$i); + my ($begin_index,$end_index,$plottitle,$plothtml,$data); + if (! defined($starttime) || ! defined($endtime)) { + $begin_index = $i*int($num_data/$num_plots); + $end_index = ($i+1)*int($num_data/$num_plots); + my $lownum = sprintf('%2.1f',$i*$percent); + $lownum =~ s/(\.0)$//; + my $highnum = sprintf('%2.1f',($i+1)*$percent); + $highnum =~ s/(\.0)$//; + $plottitle = $lownum.'% to '.$highnum.'% of submissions'; + } else { + my $j; + while (++$j < scalar(@$PerformanceData)) { + last if ($PerformanceData->[$j]->[2] > $starttime); + } + $begin_index = $j; + while (++$j < scalar(@$PerformanceData)) { + last if ($PerformanceData->[$j]->[2] > $endtime); + } + $end_index = $j; + $plottitle = $ENV{'form.plottitle_'.$i}; + } + ($plothtml,$starttime,$endtime,$data) = + &analyze_option_data_by_time($PerformanceData, + $begin_index,$end_index, + $plottitle,$Foils, + $Concepts,$ORdata); + my $startdateform = &Apache::lonhtmlcommon::date_setter + ('Statistics','startdate_'.$i,$starttime); + my $enddateform = &Apache::lonhtmlcommon::date_setter + ('Statistics','enddate_'.$i,$endtime); + $table.="\n"; + } + $table .="
".$plothtml.''. + "Start Time:  ".$startdateform."
". + "End Time  : "." ".$enddateform."
". + 'Plot Title  :'.(" "x3). + '
'.$extratable. + "
\n"; + return $table; } -sub DrawGraph { - my ($k,$Src,$Concepts,$ConceptData)=@_; - my $Max=0; - my @data1; - my @data2; - - # Adjust Data and find the Max - for (my $n=0; $n<(scalar @$Concepts); $n++ ) { - my $tmp=$Concepts->[$n]; - $data1[$n]=$ConceptData->{$tmp.'.'.$k.'.true'}; - $data2[$n]=$ConceptData->{$tmp.'.'.$k.'.false'}; - my $Sum=$data1[$n]+$data2[$n]; - if($Max < $Sum) { - $Max=$Sum; - } - } - for (my $n=0; $n<(scalar @$Concepts); $n++ ) { - if ($data1[$n]+$data2[$n]<$Max) { - $data2[$n]+=$Max-($data1[$n]+$data2[$n]); - } - } - my $P_No = (scalar @data1); - - if($Max > 1) { - $Max += (10 - $Max % 10); - $Max = int($Max); +sub analyze_option_data_by_time { + my ($PerformanceData,$begin_index, + $end_index,$description,$Foils,$Concepts,$ORdata) = @_; + my %TimeData; + # + # Get the start and end times for this segment of the plot + my $starttime = $PerformanceData->[$begin_index]->[2]; + my $endtime = $PerformanceData->[$end_index ]->[2]; + # + # Compute the number getting the foils correct or incorrects + for (my $i=$begin_index;$i<=$end_index;$i++) { + my $row = $PerformanceData->[$i]; + next if (! defined($row)); + my ($grading,$submission,$time,$tries) = @$row; + next if ($grading eq 'MISSING_ANSWER'); + my @Foilgrades = split('&',$grading); + my @Foilsubs = split('&',$submission); + for (my $j=0;$j<=$#Foilgrades;$j++) { + my ($foilid,$correct) = split('=',$Foilgrades[$j]); + my (undef,$submission) = split('=',$Foilsubs[$j]); + if ($correct) { + $TimeData{$foilid}->{'_correct'}++; + } else { + $submission = &HTML::Entities::decode($submission); + $submission =~ s/\%20/ /g; + $TimeData{$foilid}->{$submission}++; + } + $TimeData{$foilid}->{'_total'}++; + } + } + # + # Compute the total and percent correct + my @Plotdata; + my ($xlabel,$ylabel); + if ($ENV{'form.AnalyzeAs'} eq 'Foils') { + $xlabel = 'Foil Number'; + $ylabel = 'Option Chosen'; + foreach my $foil (@$Foils) { + my $total = $TimeData{$foil}->{'_total'}; + my $optionidx = 0; + foreach my $option ('_correct',@{$ORdata->{'Options'}}) { + if ($total > 0) { + push(@{$Plotdata[$optionidx]}, + 100 * $TimeData{$foil}->{$option} / $total); + } else { + push(@{$Plotdata[$optionidx]},0); + } + } continue { + $optionidx++; + } + } } else { - $Max = 1; + $xlabel = 'Concept Number'; + $ylabel = 'Percent Correct'; + foreach my $concept (@$Concepts) { + my $correct; + my $total; + foreach my $foil (@{$concept->{'foils'}}) { + $correct+=$TimeData{$foil}->{'_correct'}; + $total +=$TimeData{$foil}->{'_total'}; + } + if ($total > 0) { + push(@{$Plotdata[0]},100 * $correct / $total); + } else { + push(@{$Plotdata[0]},0); + } + } } + # + # Create the plot + my $graphlink = &Apache::loncommon::DrawGraph + ($description,#'Time Interval Analysis', + $xlabel, + $ylabel, + 100, + $plotcolors, + @Plotdata); + # + return ($graphlink,$starttime,$endtime,\%TimeData); +} - my $Titr=($ConceptData->{'Interval'}>1) ? $Src.'_interval_'.($k+1) : $Src; -# $GData=$Titr.'&Concepts'.'&'.'Answers'.'&'.$Max.'&'.$P_No.'&'.$data1.'&'.$data2; - my $GData = ''; - $GData = $Titr.'&Concepts&Answers&'.$Max.'&'.$P_No.'&'; - $GData .= (join(',',@data1)).'&'.(join(',',@data2)); - - return ''; -} - -sub DrawTable { - my ($k,$Concepts,$ConceptData)=@_; - my $Max=0; - my @data1; - my @data2; - my $Correct=0; - my $Wrong=0; - for(my $n=0; $n<(scalar @$Concepts); $n++ ) { - my $tmp=$Concepts->[$n]; - $data1[$n]=$ConceptData->{$tmp.'.'.$k.'.true'}; - $Correct+=$data1[$n]; - $data2[$n]=$ConceptData->{$tmp.'.'.$k.'.false'}; - $Wrong+=$data2[$n]; - my $Sum=$data1[$n]+$data2[$n]; - if($Max < $Sum) { - $Max=$Sum; - } - } - for(my $n=0; $n<(scalar @$Concepts); $n++ ) { - if ($data1[$n]+$data2[$n]<$Max) { - $data2[$n]+=$Max-($data1[$n]+$data2[$n]); - } +######################################################### +######################################################### +## +## Interface +## +######################################################### +######################################################### +sub CreateInterface { + ## + ## Environment variable initialization + if (! exists$ENV{'form.AnalyzeOver'}) { + $ENV{'form.AnalyzeOver'} = 'Tries'; } - my $P_No = (scalar @data1); + ## + ## Build the menu my $Str = ''; -# $Str .= '
From: ['.localtime($ConceptData->{'Int.'.($k-1)}); -# $Str .= '] To: ['.localtime($ConceptData->{"Int.$k"}).']'; - $Str .= "\n".''. - "\n".''. - "\n".''. - "\n".''. - "\n".''. - "\n".''. - "\n".''; - - for(my $n=0; $n<(scalar @$Concepts); $n++ ) { - $Str .= ''."\n"; - $Str .= ''."\n"; - my ($currentConcept) = split('::',$Concepts->[$n]); - $Str .= ''."\n"; - $Str .= ''."\n"; - $Str .= ''."\n"; - $Str .= ''."\n"; - } - $Str .= ''; + $Str .= '
# Concept Correct Wrong
'.($n+1).''.$currentConcept; - $Str .= ''.$data1[$n].''.$data2[$n].'
From:['.localtime($ConceptData->{'Int.'.$k}); - $Str .= '] To: ['.localtime($ConceptData->{'Int.'.($k+1)}-1); - $Str .= ']'.$Correct.''.$Wrong.'
'."\n"; + $Str .= ''; + $Str .= ''; + $Str .= ''; +# $Str .= ''; + $Str .= ''; + $Str .= ''."\n"; + ## + ## + $Str .= ''; + # + $Str .= ''; + # +# $Str .= ''; + ## + ## + $Str .= ''."\n"; $Str .= '
'.&mt('Sections').''.&mt('Enrollment Status').''.&mt('Sequences and Folders').' 
'."\n"; + $Str .= &Apache::lonstatistics::SectionSelect('Section','multiple',5); + $Str .= ''; + $Str .= &Apache::lonhtmlcommon::StatusOptions(undef,undef,5); + $Str .= ''; + my $only_seq_with_assessments = sub { + my $s=shift; + if ($s->{'num_assess'} < 1) { + return 0; + } else { + return 1; + } + }; + &Apache::lonstatistics::MapSelect('Maps','multiple,all',5, + $only_seq_with_assessments); + ## + ## + $Str .= ''; + { # These braces are here to organize the code, not scope it. + { + $Str .= ''.&mt('Analyze Over '); + $Str .='
'; + } + { + $Str .= ''.&mt('Analyze as '); + $Str .='
'; + } + { + $Str .= '
'.&mt('Number of Plots:'); + $Str .= ''; + } + } + $Str .= '
'."\n"; - - return $Str; -#$Apache::lonxml::debug=1; -#&Apache::lonhomework::showhash(%ConceptData); -#$Apache::lonxml::debug=0; + return ($Str); } -#---- END Analyze Web Page ---------------------------------------------- - -sub Decide { - #deciding the true or false answer belongs to each interval - my ($type,$concept,$time,$ConceptData)=@_; - my $k=0; - while($time > $ConceptData->{'Int.'.($k+1)} && - $k < $ConceptData->{'Interval'}) { - $k++; +sub OptionResponseProblemSelector { + my $Str; + $Str = "\n\n"; + foreach my $seq (&Apache::lonstatistics::Sequences_with_Assess()) { + next if ($seq->{'num_assess'}<1); + my $seq_str = ''; + foreach my $res (@{$seq->{'contents'}}) { + next if ($res->{'type'} ne 'assessment'); + foreach my $part (@{$res->{'parts'}}) { + my $partdata = $res->{'partdata'}->{$part}; + if (! exists($partdata->{'option'}) || + $partdata->{'option'} == 0) { + next; + } + for (my $i=0;$i{'ResponseTypes'}});$i++){ + my $respid = $partdata->{'ResponseIds'}->[$i]; + my $resptype = $partdata->{'ResponseTypes'}->[$i]; + if ($resptype eq 'option') { + my $value = &Apache::lonnet::escape($res->{'symb'}.':'.$part.':'.$respid); + my $checked = ''; + if ($ENV{'form.problemchoice'} eq $value) { + $checked = 'checked '; + } + $seq_str .= '\n"; + } + } + } + } + if ($seq_str ne '') { + $Str .= ''. + "\n".$seq_str; + } } - $ConceptData->{$concept.'.'.$k.'.'.$type}++; - - return; + $Str .= "
'. + ''. + ''. + ''.$res->{'title'}.' '; + if ($partdata->{'option'} > 1) { + $seq_str .= &mt('response').' '.$respid; + } + $seq_str .= "
 '.$seq->{'title'}.'
\n"; + return $Str; } -sub InitAnalysis { - my ($uri,$part,$responseId,$problem,$student,$courseID)=@_; - my ($name,$domain)=split(/\:/,$student); - - my %analyzeData; - # Render the student's view of the problem. $Answ is the problem - # Stringafied - my $Answ=&Apache::lonnet::ssi($uri,('grade_target' => 'analyze', - 'grade_username' => $name, - 'grade_domain' => $domain, - 'grade_courseid' => $courseID, - 'grade_symb' => $problem)); - - my %Answer=(); - %Answer=&Apache::lonnet::str2hash($Answ); +######################################################### +######################################################### +## +## Misc functions +## +######################################################### +######################################################### +sub get_problem_symb { + my $problemstring = shift(); + my ($symb,$partid,$resid) = ($problemstring=~ /^(.*):([^:]*):([^:]*)$/); + return ($symb,$partid,$resid); +} - my $found = 0; - my @parts=(); - if(defined($responseId)) { - foreach (@{$Answer{'parts'}}) { - if($_ eq $part.'.'.$responseId) { - push(@parts, $_); - $found = 1; - last; - } - } - } else { - foreach (@{$Answer{'parts'}}) { - if($_ =~ /$part/) { - push(@parts, $_); - $found = 1; - last; +sub get_resource_from_symb { + my ($symb) = @_; + foreach my $seq (&Apache::lonstatistics::Sequences_with_Assess()) { + foreach my $res (@{$seq->{'contents'}}) { + if ($res->{'symb'} eq $symb) { + return $res; } } } + return undef; +} - if($found == 0) { - $analyzeData{'error'} = 'No parts matching selected values'; - return \%analyzeData; - } - - my @Concepts=(); - my %foil_to_concept; - foreach my $currentPart (@parts) { - if(defined($Answer{$currentPart.'.concepts'})) { - foreach my $concept (@{$Answer{$currentPart.'.concepts'}}) { - push(@Concepts, $concept); - foreach my $foil (@{$Answer{$currentPart.'.concept.'. - $concept}}) { - $analyzeData{$currentPart.'.foil.value.'.$foil} = - $Answer{$currentPart.'.foil.value.'.$foil}; - $foil_to_concept{$foil} = $concept; +## +## get problem data and put it into a useful data structure. +## note: we must force each foil and option to not begin or end with +## spaces as they are stored without such data. +## +sub get_problem_data { + my ($url) = @_; + my $Answ=&Apache::lonnet::ssi($url,('grade_target' => 'analyze')); + (my $garbage,$Answ)=split(/_HASH_REF__/,$Answ,2); + my %Answer; + %Answer=&Apache::lonnet::str2hash($Answ); + my %Partdata; + foreach my $part (@{$Answer{'parts'}}) { + while (my($key,$value) = each(%Answer)) { + next if ($key !~ /^$part/); + $key =~ s/^$part\.//; + if (ref($value) eq 'ARRAY') { + if ($key eq 'options') { + for(my $i=0;$i[$i]=~ s/(\s*$|^\s*)//g; + } + $Partdata{$part}->{'Options'}=$value; + } elsif ($key eq 'concepts') { + $Partdata{$part}->{'Concepts'}=$value; + } elsif ($key =~ /^concept\.(.*)$/) { + my $concept = $1; + foreach my $foil (@$value) { + $foil =~ s/(\s*$|^\s*)//g; + $Partdata{$part}->{'Foils'}->{$foil}->{'Concept'}= + $concept; + } } - } - } else { - foreach (keys(%Answer)) { - if(/$currentPart.foil\.value\.(.*)$/) { - push(@Concepts, $1); - $foil_to_concept{$1} = $1; - $analyzeData{$currentPart.'.foil.value.'.$1} = - $Answer{$currentPart.'.foil.value.'.$1}; + } else { + $value =~ s/(\s*$|^\s*)//g; + if ($key=~ /^foil\.text\.(.*)$/) { + my $foil = $1; + $foil =~ s/(\s*$|^\s*)//g; + $Partdata{$part}->{'Foils'}->{$foil}->{'name'}=$foil; + $Partdata{$part}->{'Foils'}->{$foil}->{'text'}=$value; + } elsif ($key =~ /^foil\.value\.(.*)$/) { + my $foil = $1; + $foil =~ s/(\s*$|^\s*)//g; + $Partdata{$part}->{'Foils'}->{$foil}->{'value'}=$value; } } } } - - $analyzeData{'parts'} = \@parts; - $analyzeData{'concepts'} = \@Concepts; - $analyzeData{'foil_to_concept'} = \%foil_to_concept; - - return \%analyzeData; -} - -sub Interval { - my ($part,$symb,$interval,$Concepts,$ConceptData)=@_; - my $Int=$interval; - my $due = &Apache::lonnet::EXT('resource.'.$part.'.duedate',$symb); - my $opn = &Apache::lonnet::EXT('resource.'.$part.'.opendate',$symb); - my $add=int(($due-$opn)/$Int); - $ConceptData->{'Int.0'}=$opn; - for(my $i=1; $i<$Int; $i++) { - $ConceptData->{'Int.'.$i}=$opn+$i*$add; - } - $ConceptData->{'Int.'.$Int}=$due; - for(my $i=0; $i<$Int; $i++) { - for(my $n=0; $n<(scalar @$Concepts); $n++ ) { - my $tmp=$Concepts->[$n]; - $ConceptData->{$tmp.'.'.$i.'.true'}=0; - $ConceptData->{$tmp.'.'.$i.'.false'}=0; - } - } + return %Partdata; } + 1; + __END__