');
- $r->print(&OptionResponseProblemSelector());
+ $r->print(&Apache::lonstathelpers::problem_selector($problem_types));
}
}
#########################################################
#########################################################
##
-## Misc interface routines use by analysis code
+## Numerical Response Routines
##
#########################################################
#########################################################
-sub build_foil_index {
- my ($ORdata) = @_;
- return if (! exists($ORdata->{'Foils'}));
- 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 $a1 = lc($a);
- my $b1 = lc($b);
- if (exists($Numbers{$a})) {
- $a1 = $Numbers{$a};
+sub numerical_response_analysis {
+ my ($r,$problem,$problem_analysis,$students) = @_;
+ my $c = $r->connection();
+ #
+ if ($ENV{'form.AnalyzeOver'} !~ /^(tries|time)$/) {
+ $r->print('Bad request');
+ }
+ #
+ my ($resource,$partid,$respid) = ($problem->{'resource'},
+ $problem->{'part'},
+ $problem->{'respid'});
+ # Gather student data
+ my $response_data = &Apache::loncoursedata::get_response_data
+ (\@Apache::lonstatistics::SelectedSections,
+ $Apache::lonstatistics::enrollment_status,
+ $resource->symb,$respid);
+ #
+ $problem_analysis->{'answercomputed'} = 1;
+ if ($problem_analysis->{'answercomputed'}) {
+ my $answers =
+ &Apache::lonstathelpers::GetStudentAnswers($r,$problem,$students,
+ 'Statistics',
+ 'stats_status');
+ $r->print(&numerical_one_dimensional_plot($r,600,150,$answers));
+ }
+ #
+ if (ref($response_data) ne 'ARRAY') {
+ $r->print('
'.
+ &mt('There is no submission data for this resource').
+ '
');
+ return;
+ }
+ my $analysis_html = '
';
+ for (my $plot_num = 1;$plot_num<=$ENV{'form.NumPlots'};$plot_num++) {
+ my $restriction_function;
+ my $header_message;
+ my $stats_message;
+ my $post_message; # passed through &mt sooner rather than later
+ my $no_data_message;
+ my @extra_data;
+ if ($ENV{'form.AnalyzeOver'} eq 'tries') {
+ $restriction_function = sub {($_[0]->{'tries'} == $plot_num?1:0)};
+ $header_message = 'Attempt [_1]';
+ $stats_message =
+ '[_1] submissions, [_2] correct, [_3] incorrect';
+ $post_message = '';
+ $no_data_message = 'No data exists for attempt [_1]';
+ } else {
+ my $starttime = &Apache::lonhtmlcommon::get_date_from_form
+ ('startdate_'.$plot_num);
+ my $endtime = &Apache::lonhtmlcommon::get_date_from_form
+ ('enddate_'.$plot_num);
+ ($starttime,$endtime) = &ensure_start_end_times
+ ($starttime,$endtime,
+ &get_time_from_row($response_data->[0]),
+ &get_time_from_row($response_data->[-1]),
+ $plot_num);
+ $header_message = 'Data from [_2] to [_3]';
+ $extra_data[0] = &Apache::lonlocal::locallocaltime($starttime);
+ $extra_data[1] = &Apache::lonlocal::locallocaltime($endtime);
+ #
+ $stats_message =
+ '[_1] submissions from [_4] students, [_2] correct, [_3] incorrect';
+ #
+ $post_message =
+ &mt('Start time: [_1]',
+ &Apache::lonhtmlcommon::date_setter
+ ('Statistics','startdate_'.$plot_num,$starttime)).
+ ' '.
+ &mt('End time: [_1]',
+ &Apache::lonhtmlcommon::date_setter
+ ('Statistics','enddate_'.$plot_num,$endtime));
+ $restriction_function =
+ sub {
+ my $t = $_[0]->{'timestamp'};
+ if ($t >= $starttime && $t < $endtime) {
+ return 1;
+ } else {
+ return 0;
+ }
+ };
+ $no_data_message = 'No data for [_2] to [_3]';
}
- if (exists($Numbers{$b})) {
- $b1 = $Numbers{$b};
+ #
+ my ($correct,$answers) =
+ &numerical_determine_answers($r,$resource,$partid,
+ $respid,$students);
+ if ($c->aborted()) { return; };
+ #
+ my ($responses,$stats) =
+ &numerical_classify_responses($response_data,$correct,
+ $restriction_function);
+ if ($stats->{'submission_count'} == 0) {
+ $analysis_html.=
+ '
'."\n";
- return $result;
+ # Be sure we include the last one if we are asked for it.
+ # That we have to correct here (and not when $end_index is
+ # given a value) should probably be considered a bug.
+ if ($end_index == scalar(@$performance_data)-1) {
+ $end_index++;
+ }
+ my $count;
+ for (my $i=$begin_index;$i<$end_index;$i++) {
+ my $attempt = $performance_data->[$i];
+ $count++;
+ next if (! defined($attempt));
+ my %attempt = &Process_OR_Row($attempt);
+ $data_count++;
+ $correct += $attempt{'_correct'};
+ $distinct_students{$attempt->[&Apache::loncoursedata::RD_student_id()]}++;
+ while (my ($foilid,$href) = each(%attempt)) {
+ if (! ref($href)) {
+ $processed_time_data{$foilid} += $href;
+ next;
+ }
+ while (my ($option,$value) = each(%$href)) {
+ $processed_time_data{$foilid}->{$option}+=$value;
+ }
+ }
+ }
+ return (\%processed_time_data,$correct,$data_count,
+ scalar(keys(%distinct_students)));
}
-sub build_problem_data_worksheet {
- my ($worksheet,$format,$Concepts,$ORdata) = @_;
- my $rows_output = 3;
- my $cols_output = 0;
- $worksheet->write($rows_output++,0,'Problem Structure',$format->{'h3'});
- ##
- ##
- my @Headers;
- if (@$Concepts > 1) {
- @Headers = ("Concept\nNumber",'Concept',"Foil\nNumber",
- 'Foil Name','Foil Text','Correct value');
- } else {
- @Headers = ('Foil Number','FoilName','Foil Text','Correct value');
+sub build_foil_index {
+ my ($ORdata) = @_;
+ return if (! exists($ORdata->{'_Foils'}));
+ 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 $a1 = lc($a);
+ my $b1 = lc($b);
+ if (exists($Numbers{$a1})) {
+ $a1 = $Numbers{$a1};
+ }
+ if (exists($Numbers{$b1})) {
+ $b1 = $Numbers{$b1};
+ }
+ if (($a1 =~/^\d+$/) && ($b1 =~/^\d+$/)) {
+ return $a1 <=> $b1;
+ } else {
+ return $a1 cmp $b1;
+ }
+ };
+ my @Concepts;
+ foreach my $concept (sort $sortfunction (keys(%Concepts))) {
+ if (! defined($Concepts{$concept})) {
+ $Concepts{$concept}=[];
+# next;
+ }
+ push(@Concepts,{ name => $concept,
+ foils => [@{$Concepts{$concept}}]});
+ push(@Foils,(@{$Concepts{$concept}}));
}
- $worksheet->write_row($rows_output++,0,\@Headers,$format->{'header'});
- my %Foildata = %{$ORdata->{'Foils'}};
+ #
+ # Build up the table of row labels.
+ my $table = '
'."\n";
+ if (@Concepts > 1) {
+ $table .= '
'.
+ '
'.&mt('Concept Number').'
'.
+ '
'.&mt('Concept').'
'.
+ '
'.&mt('Foil Number').'
'.
+ '
'.&mt('Foil Name').'
'.
+ '
'.&mt('Foil Text').'
'.
+ '
'.&mt('Correct Value').'
'.
+ "
\n";
+ } else {
+ $table .= '
'.
+ '
'.&mt('Foil Number').'
'.
+ '
'.&mt('Foil Name').'
'.
+ '
'.&mt('Foil Text').'
'.
+ '
'.&mt('Correct Value').'
'.
+ "
\n";
+ }
my $conceptindex = 1;
my $foilindex = 1;
- foreach my $concept (@$Concepts) {
+ foreach my $concept (@Concepts) {
my @FoilsInConcept = @{$concept->{'foils'}};
my $firstfoil = shift(@FoilsInConcept);
- if (@$Concepts > 1) {
- $worksheet->write_row($rows_output++,0,
- [$conceptindex,
- $concept->{'name'},
- $foilindex++,
- $Foildata{$firstfoil}->{'name'},
- $Foildata{$firstfoil}->{'text'},
- $Foildata{$firstfoil}->{'value'},]);
+ if (@Concepts > 1) {
+ $table .= '
\n";
}
-
-##
-## The following is copied from datecalc1.pl, part of the
-## Spreadsheet::WriteExcel CPAN module.
-##
-##
-######################################################################
-#
-# Demonstration of writing date/time cells to Excel spreadsheets,
-# using UNIX/Perl time as source of date/time.
-#
-# Copyright 2000, Andrew Benham, adsb@bigfoot.com
-#
-######################################################################
-#
-# UNIX/Perl time is the time since the Epoch (00:00:00 GMT, 1 Jan 1970)
-# measured in seconds.
-#
-# An Excel file can use exactly one of two different date/time systems.
-# In these systems, a floating point number represents the number of days
-# (and fractional parts of the day) since a start point. The floating point
-# number is referred to as a 'serial'.
-# The two systems ('1900' and '1904') use different starting points:
-# '1900'; '1.00' is 1 Jan 1900 BUT 1900 is erroneously regarded as
-# a leap year - see:
-# http://support.microsoft.com/support/kb/articles/Q181/3/70.asp
-# for the excuse^H^H^H^H^H^Hreason.
-# '1904'; '1.00' is 2 Jan 1904.
-#
-# The '1904' system is the default for Apple Macs. Windows versions of
-# Excel have the option to use the '1904' system.
-#
-# Note that Visual Basic's "DateSerial" function does NOT erroneously
-# regard 1900 as a leap year, and thus its serials do not agree with
-# the 1900 serials of Excel for dates before 1 Mar 1900.
-#
-# Note that StarOffice (at least at version 5.2) does NOT erroneously
-# regard 1900 as a leap year, and thus its serials do not agree with
-# the 1900 serials of Excel for dates before 1 Mar 1900.
-#
-######################################################################
-#
-# Calculation description
-# =======================
-#
-# 1900 system
-# -----------
-# Unix time is '0' at 00:00:00 GMT 1 Jan 1970, i.e. 70 years after 1 Jan 1900.
-# Of those 70 years, 17 (1904,08,12,16,20,24,28,32,36,40,44,48,52,56,60,64,68)
-# were leap years with an extra day.
-# Thus there were 17 + 70*365 days = 25567 days between 1 Jan 1900 and
-# 1 Jan 1970.
-# In the 1900 system, '1' is 1 Jan 1900, but as 1900 was not a leap year
-# 1 Jan 1900 should really be '2', so 1 Jan 1970 is '25569'.
-#
-# 1904 system
-# -----------
-# Unix time is '0' at 00:00:00 GMT 1 Jan 1970, i.e. 66 years after 1 Jan 1904.
-# Of those 66 years, 17 (1904,08,12,16,20,24,28,32,36,40,44,48,52,56,60,64,68)
-# were leap years with an extra day.
-# Thus there were 17 + 66*365 days = 24107 days between 1 Jan 1904 and
-# 1 Jan 1970.
-# In the 1904 system, 2 Jan 1904 being '1', 1 Jan 1970 is '24107'.
-#
-######################################################################
-#
-# Copyright (c) 2000, Andrew Benham.
-# This program is free software. It may be used, redistributed and/or
-# modified under the same terms as Perl itself.
-#
-# Andrew Benham, adsb@bigfoot.com
-# London, United Kingdom
-# 11 Nov 2000
-#
-######################################################################
-
-# Use 1900 date system on all platforms other than Apple Mac (for which
-# use 1904 date system).
-my $DATE_SYSTEM = ($^O eq 'MacOS') ? 1 : 0;
-
-#-----------------------------------------------------------
-# calc_serial()
-#
-# Called with (up to) 2 parameters.
-# 1. Unix timestamp. If omitted, uses current time.
-# 2. GMT flag. Set to '1' to return serial in GMT.
-# If omitted, returns serial in appropriate timezone.
-#
-# Returns date/time serial according to $DATE_SYSTEM selected
-#-----------------------------------------------------------
-sub calc_serial {
- my $time = (defined $_[0]) ? $_[0] : time();
- my $gmtflag = (defined $_[1]) ? $_[1] : 0;
-
- # Divide timestamp by number of seconds in a day.
- # This gives a date serial with '0' on 1 Jan 1970.
- my $serial = $time / 86400;
-
- # Adjust the date serial by the offset appropriate to the
- # currently selected system (1900/1904).
- if ($DATE_SYSTEM == 0) { # use 1900 system
- $serial += 25569;
- } else { # use 1904 system
- $serial += 24107;
- }
-
- unless ($gmtflag) {
- # Now have a 'raw' serial with the right offset. But this
- # gives a serial in GMT, which is false unless the timezone
- # is GMT. We need to adjust the serial by the appropriate
- # timezone offset.
- # Calculate the appropriate timezone offset by seeing what
- # the differences between localtime and gmtime for the given
- # time are.
-
- my @gmtime = gmtime($time);
- my @ltime = localtime($time);
-
- # For the first 7 elements of the two arrays, adjust the
- # date serial where the elements differ.
- for (0 .. 6) {
- my $diff = $ltime[$_] - $gmtime[$_];
- if ($diff) {
- $serial += _adjustment($diff,$_);
- }
- }
- }
-
- # Perpetuate the error that 1900 was a leap year by decrementing
- # the serial if we're using the 1900 system and the date is prior to
- # 1 Mar 1900. This has the effect of making serial value '60'
- # 29 Feb 1900.
-
- # This fix only has any effect if UNIX/Perl time on the platform
- # can represent 1900. Many can't.
-
- unless ($DATE_SYSTEM) {
- $serial-- if ($serial < 61); # '61' is 1 Mar 1900
- }
- return $serial;
-}
-
-sub _adjustment {
- # Based on the difference in the localtime/gmtime array elements
- # number, return the adjustment required to the serial.
-
- # We only look at some elements of the localtime/gmtime arrays:
- # seconds unlikely to be different as all known timezones
- # have an offset of integral multiples of 15 minutes,
- # but it's easy to do.
- # minutes will be different for timezone offsets which are
- # not an exact number of hours.
- # hours very likely to be different.
- # weekday will differ when localtime/gmtime difference
- # straddles midnight.
- #
- # Assume that difference between localtime and gmtime is less than
- # 5 days, then don't have to do maths for day of month, month number,
- # year number, etc...
-
- my ($delta,$element) = @_;
- my $adjust = 0;
-
- if ($element == 0) { # Seconds
- $adjust = $delta/86400; # 60 * 60 * 24
- } elsif ($element == 1) { # Minutes
- $adjust = $delta/1440; # 60 * 24
- } elsif ($element == 2) { # Hours
- $adjust = $delta/24; # 24
- } elsif ($element == 6) { # Day of week number
- # Catch difference straddling Sat/Sun in either direction
- $delta += 7 if ($delta < -4);
- $delta -= 7 if ($delta > 4);
-
- $adjust = $delta;
- }
- return $adjust;
+sub build_foil_key {
+ my ($foils,$extra_data)= @_;
+ if (! defined($extra_data)) { $extra_data = {}; }
+ my $table = "
\n";
+ my $foil_index = 0;
+ my @rows;
+ foreach my $foil (&mt('correct foil chosen'),@{$foils}) {
+ my $color = $plotcolors->[$foil_index++];
+ push (@rows,
+ '