--- loncom/interface/statistics/lonproblemanalysis.pm 2003/10/10 21:49:20 1.32 +++ loncom/interface/statistics/lonproblemanalysis.pm 2003/10/14 20:20:40 1.36 @@ -1,6 +1,7 @@ # The LearningOnline Network with CAPA # -# $Id: lonproblemanalysis.pm,v 1.32 2003/10/10 21:49:20 matthew Exp $ + +# $Id: lonproblemanalysis.pm,v 1.36 2003/10/14 20:20:40 matthew Exp $ # # Copyright Michigan State University Board of Trustees # @@ -42,13 +43,27 @@ sub BuildProblemAnalysisPage { # my @Students = @Apache::lonstatistics::Students; # - if (exists($ENV{'form.problemchoice'}) && !exists($ENV{'SelectAnother'})) { + if (exists($ENV{'form.updatecaches'}) || + (exists($ENV{'form.firstanalysis'}) && + $ENV{'form.firstanalysis'} ne 'no')) { + &Apache::lonstatistics::Gather_Full_Student_Data($r); + } + if (! exists($ENV{'form.firstanalysis'})) { + $r->print(''); + } else { + $r->print(''); + } + if (exists($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(''."\n"; - $table .= ''.&mt('Foil Number').''. - ''.&mt('Foil Text')."\n"; - my $index = 1; - foreach my $foilid (@Foils) { - $table .= ''.$index.''. - ''.$Row_Label{$foilid}."\n"; + $table .= ''. + ''.&mt('Concept Number').''. + ''.&mt('Concept').''. + ''.&mt('Foil Number').''. + ''.&mt('Foil Name').''. + ''.&mt('Foil Text').''. + ''.&mt('Correct Value').''. + "\n"; + my $conceptindex = 1; + my $foilindex = 1; + foreach my $concept (@Concepts) { + my @FoilsInConcept = @{$concept->{'foils'}}; + my $firstfoil = shift(@FoilsInConcept); + $table .= ''. + ''.$conceptindex.''. + ''.$concept->{'name'}.''. + ''.$foilindex++.''. + ''.$Foildata{$firstfoil}->{'name'}.''. + ''.$Foildata{$firstfoil}->{'text'}.''. + ''.$Foildata{$firstfoil}->{'value'}.''. + "\n"; + foreach my $foilid (@FoilsInConcept) { + $table .= ''. + ''. + ''. + ''.$foilindex.''. + ''.$Foildata{$foilid}->{'name'}.''. + ''.$Foildata{$foilid}->{'text'}.''. + ''.$Foildata{$foilid}->{'value'}.''. + "\n"; + } continue { + $foilindex++; + } } continue { - $index++; + $conceptindex++; } $table .= "\n"; + return ($table,\@Foils,\@Concepts); +} + +######################################################### +######################################################### +## +## Tries Analysis +## +######################################################### +######################################################### +sub tries_analysis { + my ($PerformanceData,$ORdata) = @_; + my $mintries = 1; + my $maxtries = $ENV{'form.NumPlots'}; + my %ResponseData = &analyze_option_data_by_tries($PerformanceData, + $mintries,$maxtries); + my ($table,$Foils,$Concepts) = &build_foil_index($ORdata); # # Compute the data neccessary to make the plots my @PlotData; - my @CumulativePlotData; - foreach my $foilid (@Foils) { - for (my $i=$mintries;$i<=$maxtries;$i++) { - # - # Gather the per-attempt data - push (@{$PlotData[$i]->{'good'}}, - $ResponseData{$foilid}->[$i]->{'percent_corr'}); - push (@{$PlotData[$i]->{'bad'}}, - 100-$ResponseData{$foilid}->[$i]->{'percent_corr'}); - # - # Someday we may need the cumulative data and I think - # this is a neat way of computing it as we go along. - push (@{$CumulativePlotData[$i]->{'good'}}, - $CumulativePlotData[-1]->{'good'}+ - $ResponseData{$foilid}->[$i]->{'correct'}); - push (@{$CumulativePlotData[$i]->{'bad'}}, - $CumulativePlotData[-1]->{'bad'}+ - $ResponseData{$foilid}->[$i]->{'incorrect'}); + my $xlabel; + if ($ENV{'form.AnalyzeAs'} eq 'Foils') { + $xlabel = 'Foil Number'; + foreach my $foilid (@$Foils) { + for (my $i=$mintries;$i<=$maxtries;$i++) { + # + # Gather the per-attempt data + my $percent; + if ($ResponseData{$foilid}->[$i]->{'total'} == 0) { + $percent = 0; + } else { + $percent = $ResponseData{$foilid}->[$i]->{'correct'} / + $ResponseData{$foilid}->[$i]->{'total'}; + } + push (@{$PlotData[$i]->{'total'}}, + $ResponseData{$foilid}->[$i]->{'total'}); + push (@{$PlotData[$i]->{'good'}},100 * $percent); + push (@{$PlotData[$i]->{'bad'}}, 100 *(1-$percent)); + } + } + } else { + # Concept analysis + $xlabel = 'Concept Number'; + foreach my $concept (@$Concepts) { + for (my $i=$mintries;$i<=$maxtries;$i++) { + # + # Gather the per-attempt data + my ($correct,$incorrect,$total); + foreach my $foil (@{$concept->{'foils'}}) { + $correct += $ResponseData{$foil}->[$i]->{'correct'}; + $incorrect += $ResponseData{$foil}->[$i]->{'incorrect'}; + $total += $ResponseData{$foil}->[$i]->{'total'}; + } + push (@{$PlotData[$i]->{'correct'}}, $correct); + push (@{$PlotData[$i]->{'incorrect'}},$incorrect); + push (@{$PlotData[$i]->{'total'}}, $total); + my $percent; + if ($total == 0) { + $percent = 0; + } else { + $percent = $correct/$total; + } + push (@{$PlotData[$i]->{'good'}},100*$percent); + push (@{$PlotData[$i]->{'bad'}},100*(1-$percent)); + } } } # @@ -172,37 +292,30 @@ sub DoTriesAnalysis { $table .= "\n"; my @Plots; for (my $i=$mintries;$i<=$maxtries;$i++) { - my $minstu = $ResponseData{$Foils[0]}->[$i]->{'total'}; - my $maxstu = $ResponseData{$Foils[0]}->[$i]->{'total'}; - foreach my $foilid (@Foils) { - if ($minstu > $ResponseData{$foilid}->[$i]->{'total'}) { - $minstu = $ResponseData{$foilid}->[$i]->{'total'}; + 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 < $ResponseData{$foilid}->[$i]->{'total'}) { - $maxstu = $ResponseData{$foilid}->[$i]->{'total'}; + if ($maxstu < $count) { + $maxstu = $count; } } $maxstu = 0 if (! $maxstu); $minstu = 0 if (! $minstu); - my $graphlink; + my $title; if ($maxstu == $minstu) { - $graphlink = &Apache::loncommon::DrawGraph - ('Attempt '.$i.', '.$maxstu.' students', - 'Foil Number', - 'Percent Correct', - 100, - $PlotData[$i]->{'good'}, - $PlotData[$i]->{'bad'}); + $title = 'Attempt '.$i.', '.$maxstu.' students'; } else { - $graphlink = &Apache::loncommon::DrawGraph - ('Attempt '.$i.', '.$minstu.'-'.$maxstu. - ' students', - 'Foil Number', - 'Percent Correct', - 100, - $PlotData[$i]->{'good'}, - $PlotData[$i]->{'bad'}); + $title = 'Attempt '.$i.', '.$minstu.'-'.$maxstu.' students'; } + my $graphlink = &Apache::loncommon::DrawGraph($title, + $xlabel, + 'Percent Correct', + 100, + $PlotData[$i]->{'good'}, + $PlotData[$i]->{'bad'}); push(@Plots,$graphlink); } # @@ -253,27 +366,135 @@ sub analyze_option_data_by_tries { ($tryhash->{'correct'} < 1 && $tryhash->{'incorrect'} < 1)); $tryhash->{'total'} = $tryhash->{'correct'} + - $tryhash->{'incorrect'}; - $tryhash->{'percent_corr'} = 100 * - ($tryhash->{'correct'} / - ($tryhash->{'correct'} + $tryhash->{'incorrect'}) - ); + $tryhash->{'incorrect'}; } } return %Trydata; } -sub get_problem_symb { - my $problemstring = shift(); - my ($symb,$partid,$resid) = ($problemstring=~ /^(.*):([^:]*):([^:]*)$/); - return ($symb,$partid,$resid); +######################################################### +######################################################### +## +## Time Analysis +## +######################################################### +######################################################### +sub time_analysis { + my ($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); + 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; + $plottitle = 'Tries plot '.($i+1); + } + ($plothtml,$starttime,$endtime,$data) = + &analyze_option_data_by_time($PerformanceData, + $begin_index,$end_index, + $plottitle, + @$Foils); + my $startdateform = &Apache::lonhtmlcommon::date_setter + ('Statistics','startdate_'.$i,$starttime); + my $enddateform = &Apache::lonhtmlcommon::date_setter + ('Statistics','enddate_'.$i,$endtime); + $plothtml.= "
\n". + "Start Time: "." ".$startdateform."
\n". + "End Time  : "." ".$enddateform."
\n"; + $table.=$plothtml; + } + return $table; +} + +sub analyze_option_data_by_time { + my ($PerformanceData,$begin_index,$end_index,$description,@Foils) = @_; + 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; + my @Foilgrades = split('&',$grading); + my @Foilsubs = split('&',$submission); + foreach my $foilgrade (@Foilgrades) { + my ($foilid,$correct) = split('=',$foilgrade); + if ($correct) { + $TimeData{$foilid}->{'correct'}++; + } else { + $TimeData{$foilid}->{'incorrect'}++; + } + } + } + # + # Compute the total and percent correct + my @Plotdata1; + my @Plotdata2; + foreach my $foilid (@Foils) { + if (! exists($TimeData{$foilid}->{'correct'})) { + $TimeData{$foilid}->{'correct'} = 0; + } + if (! exists($TimeData{$foilid}->{'incorrect'})) { + $TimeData{$foilid}->{'incorrect'} = 0; + } + $TimeData{$foilid}->{'total'} = $TimeData{$foilid}->{'correct'} + + $TimeData{$foilid}->{'incorrect'}; + $TimeData{$foilid}->{'percent_corr'} = 100 * + $TimeData{$foilid}->{'correct'} / + $TimeData{$foilid}->{'total'}; + push (@Plotdata1, $TimeData{$foilid}->{'percent_corr'}); + push (@Plotdata2,100-$TimeData{$foilid}->{'percent_corr'}); + } + # + # Create the plot + my $graphlink = &Apache::loncommon::DrawGraph + ($description,#'Time Interval Analysis', + 'Foil Number', + 'Percent Correct / Incorrect', + 100, + \@Plotdata1,\@Plotdata2); + # + return ($graphlink,$starttime,$endtime,\%TimeData); } +######################################################### +######################################################### +## +## Interface +## +######################################################### +######################################################### sub CreateInterface { ## ## Environment variable initialization - if (! exists$ENV{'form.AnalyzeBy'}) { - $ENV{'form.AnalyzeBy'} = 'Tries'; + if (! exists$ENV{'form.AnalyzeOver'}) { + $ENV{'form.AnalyzeOver'} = 'Tries'; } ## ## Build the menu @@ -306,39 +527,59 @@ sub CreateInterface { }; &Apache::lonstatistics::MapSelect('Maps','multiple,all',5, $only_seq_with_assessments); -# $Str .= ''; - # + ## + ## $Str .= ''; - # + ## + ## $Str .= ''."\n"; $Str .= '
'; - $Str .= ''.&mt('Analyze By '); - $Str .='
'; - # - $Str .= '
'.&mt('Number of Plots:'); - $Str .= ''; + $Str .= '
'; + } + { + $Str .= ''.&mt('Analyze as '); + $Str .='
'; + } + { + $Str .= '
'.&mt('Number of Plots:'); + $Str .= ''; + } } - $Str .= ''; $Str .= '
'."\n"; return ($Str); @@ -389,6 +630,19 @@ sub OptionResponseProblemSelector { return $Str; } +######################################################### +######################################################### +## +## Misc functions +## +######################################################### +######################################################### +sub get_problem_symb { + my $problemstring = shift(); + my ($symb,$partid,$resid) = ($problemstring=~ /^(.*):([^:]*):([^:]*)$/); + return ($symb,$partid,$resid); +} + sub get_resource_from_symb { my ($symb) = @_; foreach my $seq (&Apache::lonstatistics::Sequences_with_Assess()) { @@ -423,12 +677,14 @@ sub get_problem_data { if (ref($value) eq 'ARRAY') { if ($key eq 'options') { $Partdata{$part}->{'Options'}=$value; + &Apache::lonnet::logthis('Options = '.join(', ',@$value)); } elsif ($key eq 'concepts') { $Partdata{$part}->{'Concepts'}=$value; } elsif ($key =~ /^concept\.(.*)$/) { my $concept = $1; foreach my $foil (@$value) { - $Partdata{$part}->{$foil}->{'Concept'}=$concept; + $Partdata{$part}->{'Foils'}->{$foil}->{'Concept'}= + $concept; } } # &Apache::lonnet::logthis($part.' '.$key.' (array) = '. @@ -438,12 +694,13 @@ sub get_problem_data { $value =~ s/\s*$//g; if ($key=~ /^foil\.text\.(.*)$/) { my $foil = $1; - $Partdata{$part}->{'Foiltext'}->{$foil}=$value; + $Partdata{$part}->{'Foils'}->{$foil}->{'name'}=$foil; + $Partdata{$part}->{'Foils'}->{$foil}->{'text'}=$value; } elsif ($key =~ /^foil\.value\.(.*)$/) { my $foil = $1; - $Partdata{$part}->{'FoilValues'}->{$foil}=$value; + $Partdata{$part}->{'Foils'}->{$foil}->{'value'}=$value; } -# &Apache::lonnet::logthis($part.' '.$key.' = '.$value); + # &Apache::lonnet::logthis($part.' '.$key.' = '.$value); } } }