--- loncom/interface/statistics/lonproblemanalysis.pm	2004/02/16 19:59:49	1.67
+++ loncom/interface/statistics/lonproblemanalysis.pm	2004/02/20 16:24:20	1.72
@@ -1,6 +1,6 @@
 # The LearningOnline Network with CAPA
 #
-# $Id: lonproblemanalysis.pm,v 1.67 2004/02/16 19:59:49 matthew Exp $
+# $Id: lonproblemanalysis.pm,v 1.72 2004/02/20 16:24:20 matthew Exp $
 #
 # Copyright Michigan State University Board of Trustees
 #
@@ -33,7 +33,8 @@ use Apache::lonhtmlcommon();
 use Apache::loncoursedata();
 use Apache::lonstatistics;
 use Apache::lonlocal;
-use Apache::lonstathelpers;
+use Apache::lonstathelpers();
+use Apache::lonstudentsubmissions();
 use HTML::Entities();
 use Time::Local();
 use Spreadsheet::WriteExcel();
@@ -76,7 +77,6 @@ sub BuildProblemAnalysisPage {
     #
     &Apache::lonstatistics::PrepareClasslist();
     #
-    $r->print('<h2>'.&mt('Detailed Problem Analysis').'</h2>');
     $r->print(&CreateInterface());
     #
     my @Students = @Apache::lonstatistics::Students;
@@ -146,7 +146,8 @@ sub BuildProblemAnalysisPage {
             $r->print('<h3>'.$resource->{'src'}.'</h3>');
             $r->print(&Apache::lonstathelpers::render_resource($resource));
             $r->rflush();
-            my %Data = &get_problem_data($resource->{'src'});
+            my %Data = &Apache::lonstathelpers::get_problem_data
+                ($resource->{'src'});
             my $ProblemData = $Data{$current_problem->{'part'}.
                                     '.'.
                                     $current_problem->{'respid'}};
@@ -159,8 +160,13 @@ sub BuildProblemAnalysisPage {
                                        $ProblemData,
                                        \@Students);
             } elsif ($current_problem->{'resptype'} eq 'numerical') {
-                &NumericalResponseAnalysis($r,$current_problem,
-                                           $ProblemData,\@Students);
+#                if (exists($ENV{'form.ExcelOutput'})) {
+                    &Apache::lonstudentsubmissions::prepare_excel_output
+                        ($r,$current_problem,$ProblemData,\@Students);
+#                } else {
+#                    &NumericalResponseAnalysis($r,$current_problem,
+#                                               $ProblemData,\@Students);
+#                }
             } else {
                 $r->print('<h2>This analysis is not supported</h2>');
             }
@@ -176,6 +182,7 @@ sub BuildProblemAnalysisPage {
     }
 }
 
+
 #########################################################
 #########################################################
 ##
@@ -185,6 +192,7 @@ sub BuildProblemAnalysisPage {
 #########################################################
 sub NumericalResponseAnalysis {
     my ($r,$problem,$ProblemData,$Students) = @_;
+    $r->print('<h2>This analysis is not yet supported</h2>');
     my ($resource,$respid) = ($problem->{'resource'},
                               $problem->{'respid'});
     my $analysis_html;
@@ -199,9 +207,38 @@ sub NumericalResponseAnalysis {
         $r->print($analysis_html);
         return;
     }
-    my $Answers = &GetStudentAnswers($r,$problem,$Students);
-    
-    $r->print('<h2>This analysis is not yet supported</h2>');
+    my ($max,$min) = &GetStudentAnswers($r,$problem,$Students);
+    $r->print('Maximum = '.$max.' Minimum = '.$min);
+    my $max_students = 0;
+    my %Data;
+    foreach my $student (@$Students) {
+        my $answer = $student->{'answer'};
+        $Data{$answer}++;
+        if ($max_students < $Data{$answer}) {
+            $max_students = $Data{$answer};
+        }
+    }
+    foreach (5,10,20,25,50,75,100,150,200,250,500,1000,1500,2000,2500,5000) {
+        if ($max_students < $_) {
+            $max_students = $_;
+            last;
+        }
+    }
+    my @Labels = sort {$a <=> $b } keys(%Data);
+    $r->print('number of labels = '.scalar(@Labels));
+    my @PlotData = @Data{@Labels};
+    $r->print('number of PlotData = '.scalar(@PlotData));
+    my $graph = 
+        &Apache::loncommon::DrawXYGraph('Correct Answer Distribution',
+                                        'Correct Answer',
+                                        'Number of students',
+                                        $max_students,
+                                        undef,
+                                        \@Labels,
+                                        [\@PlotData],
+                                        (xskip=>10));
+    $r->print($graph);
+    return;
 }
 
 sub GetStudentAnswers {
@@ -219,23 +256,44 @@ sub GetStudentAnswers {
     foreach my $student (@$Students) {
         my $sname = $student->{'username'};
         my $sdom = $student->{'domain'};
-        my $answer = analyze_problem_as_student($resource,
-                                                $sname,$sdom,
-                                                $partid,$respid);
-        $r->print('<tr>'.
-                  '<td>'.$sname.'</td>'.
-                  '<td>'.$sdom.'</td>'.
-                  '<td>'.$answer.'</td>'.
-                  '</tr>'."\n");
+        my $answer = &Apache::lonstathelpers::analyze_problem_as_student
+            ($resource,$sname,$sdom,$partid,$respid);
         &Apache::lonhtmlcommon::Increment_PrgWin($r,\%prog_state,
                                                  &mt('last student'));
-        $Answers{$sname.':'.$sdom}=$answer;
+        $student->{'answer'} = $answer;
     }
     $r->print("</table>\n");
     $r->rflush();
-    &Apache::lonhtmlcommon::Close_PrgWin($r,\%prog_state);
     # close progress window
-    return \%Answers;
+    &Apache::lonhtmlcommon::Close_PrgWin($r,\%prog_state);
+    return;
+}
+
+sub build_student_data_worksheet {
+    my ($workbook,$format) = @_;
+    my $rows_output = 3;
+    my $cols_output = 0;
+    my $worksheet  = $workbook->addworksheet('Student Data');
+    $worksheet->write($rows_output++,0,'Student Data',$format->{'h3'});
+    my @Headers = ('full name','username','domain','section',
+                   "student\nnumber",'identifier');
+    $worksheet->write_row($rows_output++,0,\@Headers,$format->{'header'});
+    my @Students = @Apache::lonstatistics::Students;
+    my $studentrows = &Apache::loncoursedata::get_student_data(\@Students);
+    my %ids;
+    foreach my $row (@$studentrows) {
+        my ($mysqlid,$student) = @$row;
+        $ids{$student}=$mysqlid;
+    }
+    foreach my $student (@Students) {
+        my $name_domain = $student->{'username'}.':'.$student->{'domain'};
+        $worksheet->write_row($rows_output++,0,
+                          [$student->{'fullname'},
+                           $student->{'username'},$student->{'domain'},
+                           $student->{'section'},$student->{'id'},
+                           $ids{$name_domain}]);
+    }
+    return $worksheet;
 }
 
 #########################################################
@@ -935,22 +993,11 @@ sub OR_excel_sheet {
     }
     #
     $workbook->set_tempdir('/home/httpd/perl/tmp');
-    #
-    # Define some potentially useful formats
-    my $format;
-    $format->{'header'} = $workbook->add_format(bold      => 1, 
-                                                bottom    => 1,
-                                                align     => 'center');
-    $format->{'bold'} = $workbook->add_format(bold=>1);
-    $format->{'h1'}   = $workbook->add_format(bold=>1, size=>18);
-    $format->{'h2'}   = $workbook->add_format(bold=>1, size=>16);
-    $format->{'h3'}   = $workbook->add_format(bold=>1, size=>14);
-    $format->{'date'} = $workbook->add_format(num_format=>
-                                              'mmm d yyyy hh:mm AM/PM');
+    my $format = &Apache::loncommon::define_excel_formats($workbook);
     #
     # Create and populate main worksheets
     my $problem_data_sheet  = $workbook->addworksheet('Problem Data');
-    my $student_data_sheet  = $workbook->addworksheet('Student Data');
+    my $student_data_sheet = &build_student_data_worksheet($workbook,$format);
     my $response_data_sheet = $workbook->addworksheet('Response Data');
     foreach my $sheet ($problem_data_sheet,$student_data_sheet,
                        $response_data_sheet) {
@@ -964,10 +1011,6 @@ sub OR_excel_sheet {
     if ($result ne 'okay') {
         # Do something useful
     }
-    $result = &OR_build_student_data_worksheet($student_data_sheet,$format);
-    if ($result ne 'okay') {
-        # Do something useful
-    }
     $result = &OR_build_response_data_worksheet($response_data_sheet,$format,
                                              $PerformanceData,$Foils,
                                              $ORdata);
@@ -1056,32 +1099,6 @@ sub OR_build_problem_data_worksheet {
     return 'okay';
 }
 
-sub OR_build_student_data_worksheet {
-    my ($worksheet,$format) = @_;
-    my $rows_output = 3;
-    my $cols_output = 0;
-    $worksheet->write($rows_output++,0,'Student Data',$format->{'h3'});
-    my @Headers = ('full name','username','domain','section',
-                   "student\nnumber",'identifier');
-    $worksheet->write_row($rows_output++,0,\@Headers,$format->{'header'});
-    my @Students = @Apache::lonstatistics::Students;
-    my $studentrows = &Apache::loncoursedata::get_student_data(\@Students);
-    my %ids;
-    foreach my $row (@$studentrows) {
-        my ($mysqlid,$student) = @$row;
-        $ids{$student}=$mysqlid;
-    }
-    foreach my $student (@Students) {
-        my $name_domain = $student->{'username'}.':'.$student->{'domain'};
-        $worksheet->write_row($rows_output++,0,
-                          [$student->{'fullname'},
-                           $student->{'username'},$student->{'domain'},
-                           $student->{'section'},$student->{'id'},
-                           $ids{$name_domain}]);
-    }
-    return;
-}
-
 sub OR_build_response_data_worksheet {
     my ($worksheet,$format,$PerformanceData,$Foils,$ORdata)=@_;
     my $rows_output = 3;
@@ -1111,7 +1128,7 @@ sub OR_build_response_data_worksheet {
         }
         $worksheet->write($rows_output,$cols_output++,$student);
         $worksheet->write($rows_output,$cols_output++,
-                          &calc_serial($time),$format->{'date'});
+             &Apache::lonstathelpers::calc_serial($time),$format->{'date'});
         $worksheet->write($rows_output,$cols_output++,$award);
         $worksheet->write($rows_output,$cols_output++,$tries);
         foreach my $foilid (@$Foils) {
@@ -1126,185 +1143,6 @@ sub OR_build_response_data_worksheet {
     return;
 }
 
-
-##
-## 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 $adjust;
-}
-
 sub build_foil_index {
     my ($ORdata) = @_;
     return if (! exists($ORdata->{'_Foils'}));
@@ -1460,6 +1298,8 @@ sub CreateInterface {
     ##
     ## Build the menu
     my $Str = '';
+    $Str .= &Apache::lonhtmlcommon::breadcrumbs
+        (undef,'Detailed Problem Analysis');
     $Str .= '<table cellspacing="5">'."\n";
     $Str .= '<tr>';
     $Str .= '<td align="center"><b>'.&mt('Sections').'</b></td>';
@@ -1617,84 +1457,6 @@ sub Process_OR_Row {
     return %RowData;
 }
 
-
-sub analyze_problem_as_student {
-    my ($resource,$sname,$sdom,$partid,$respid) = @_;
-    my $url = $resource->{'src'};
-    my $symb = $resource->{'symb'};
-    my $courseid = $ENV{'request.course.id'};
-    my $Answ=&Apache::lonnet::ssi($url,('grade_target' => 'analyze',
-                                        'grade_domain' => $sdom,
-                                        'grade_username' => $sname,
-                                        'grade_symb' => $symb,
-                                        'grade_courseid' => $courseid));
-    (my $garbage,$Answ)=split(/_HASH_REF__/,$Answ,2);
-    my %Answer=&Apache::lonnet::str2hash($Answ);
-    my $key = $partid.'.'.$respid.'.answer';
-    my $student_answer = $Answer{$key}->[0];
-    if (! defined($student_answer)) {
-        $student_answer = $Answer{$key}->[1];
-    }
-    return ($student_answer);
-}
-
-##
-## get problem data and put it into a useful data structure.
-## note: we must force each foil and option to not begin or end with
-##       spaces as they are stored without such data.
-##
-sub get_problem_data {
-    my ($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)) {
-            #
-            # Logging code:
-            if (0) {
-                &Apache::lonnet::logthis($part.' got key "'.$key.'"');
-                if (ref($value) eq 'ARRAY') {
-                    &Apache::lonnet::logthis('    '.join(',',@$value));
-                } else {
-                    &Apache::lonnet::logthis('    '.$value);
-                }
-            }
-            # End of logging code
-            next if ($key !~ /^$part/);
-            $key =~ s/^$part\.//;
-            if (ref($value) eq 'ARRAY') {
-                if ($key eq 'options') {
-                    $Partdata{$part}->{'_Options'}=$value;
-                } elsif ($key eq 'concepts') {
-                    $Partdata{$part}->{'_Concepts'}=$value;
-                } elsif ($key =~ /^concept\.(.*)$/) {
-                    my $concept = $1;
-                    foreach my $foil (@$value) {
-                        $Partdata{$part}->{'_Foils'}->{$foil}->{'_Concept'}=
-                                                                      $concept;
-                    }
-                } elsif ($key =~ /^(incorrect|answer|ans_low|ans_high)$/) {
-                    $Partdata{$part}->{$key}=$value;
-                }
-            } else {
-                if ($key=~ /^foil\.text\.(.*)$/) {
-                    my $foil = $1;
-                    $Partdata{$part}->{'_Foils'}->{$foil}->{'name'}=$foil;
-                    $value =~ s/(\s*$|^\s*)//g;
-                    $Partdata{$part}->{'_Foils'}->{$foil}->{'text'}=$value;
-                } elsif ($key =~ /^foil\.value\.(.*)$/) {
-                    my $foil = $1;
-                    $Partdata{$part}->{'_Foils'}->{$foil}->{'value'}=$value;
-                }
-            }
-        }
-    }
-    return %Partdata;
-}
-
 1;
 
 __END__