version 1.74, 2004/03/29 15:58:33
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version 1.82, 2004/04/01 22:13:39
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Line 61 use Apache::lonstathelpers();
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Line 61 use Apache::lonstathelpers();
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use Time::HiRes; |
use Time::HiRes; |
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my @StatsArray; |
my @StatsArray; |
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my %SeqStat; # keys are symbs, values are hash refs |
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## |
## |
## Localization notes: |
## Localization notes: |
Line 69 my @StatsArray;
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Line 70 my @StatsArray;
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## header for plots created with Graph.pm, both of which more than likely do |
## header for plots created with Graph.pm, both of which more than likely do |
## not support localization. |
## not support localization. |
## |
## |
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# |
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# |
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## |
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## Description of Field attributes |
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## |
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## Attribute Required Value Meaning or Use |
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## |
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## name yes any scalar Used to uniquely identify field |
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## title yes any scalar This is what the user sees to identify |
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## the field. Passed through &mt(). |
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## long_title yes any scalar Used as graph heading and in excel |
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## output. NOT translated |
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## align no (left|right|center) HTML cell contents alignment |
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## color yes html color HTML cell background color |
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## used to visually group statistics |
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## special no (link) Indicates a link, target is name.link |
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## Currently set in &get_statistics() |
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## graphable no (yes|no) Can a bar graph of the field be |
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## produced? |
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## sortable no (yes|no) Should a sort link be put in the |
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## column header? |
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## selectable yes (yes|no) Can the column be removed from the |
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## statistics display? |
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## selected yes (yes|no) Is the column selected by default? |
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## |
my @Fields = ( |
my @Fields = ( |
{ name => 'problem_num', |
{ name => 'problem_num', |
title => 'P#', |
title => 'P#', |
align => 'right', |
align => 'right', |
color => '#FFFFE6' }, |
color => '#FFFFE6', |
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selectable => 'no', |
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defaultselected => 'yes', |
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}, |
{ name => 'container', |
{ name => 'container', |
title => 'Sequence or Folder', |
title => 'Sequence or Folder', |
align => 'left', |
align => 'left', |
color => '#FFFFE6', |
color => '#FFFFE6', |
sortable => 'yes' }, |
sortable => 'yes', |
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selectable => 'no', |
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defaultselected => 'yes', |
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}, |
{ name => 'title', |
{ name => 'title', |
title => 'Title', |
title => 'Title', |
align => 'left', |
align => 'left', |
color => '#FFFFE6', |
color => '#FFFFE6', |
special => 'link', |
special => 'link', |
sortable => 'yes', }, |
sortable => 'yes', |
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selectable => 'no', |
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defaultselected => 'yes', |
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}, |
{ name => 'part', |
{ name => 'part', |
title => 'Part', |
title => 'Part', |
align => 'left', |
align => 'left', |
color => '#FFFFE6', |
color => '#FFFFE6', |
}, |
selectable => 'no', |
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defaultselected => 'yes', |
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}, |
{ name => 'num_students', |
{ name => 'num_students', |
title => '#Stdnts', |
title => '#Stdnts', |
align => 'right', |
align => 'right', |
Line 97 my @Fields = (
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Line 134 my @Fields = (
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format => '%d', |
format => '%d', |
sortable => 'yes', |
sortable => 'yes', |
graphable => 'yes', |
graphable => 'yes', |
long_title => 'Number of Students Attempting Problem' }, |
long_title => 'Number of Students Attempting Problem', |
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selectable => 'yes', |
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defaultselected => 'yes', |
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}, |
{ name => 'tries', |
{ name => 'tries', |
title => 'Tries', |
title => 'Tries', |
align => 'right', |
align => 'right', |
Line 105 my @Fields = (
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Line 145 my @Fields = (
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format => '%d', |
format => '%d', |
sortable => 'yes', |
sortable => 'yes', |
graphable => 'yes', |
graphable => 'yes', |
long_title => 'Total Number of Tries' }, |
long_title => 'Total Number of Tries', |
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selectable => 'yes', |
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defaultselected => 'yes', |
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}, |
{ name => 'max_tries', |
{ name => 'max_tries', |
title => 'Max Tries', |
title => 'Max Tries', |
align => 'right', |
align => 'right', |
Line 113 my @Fields = (
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Line 156 my @Fields = (
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format => '%d', |
format => '%d', |
sortable => 'yes', |
sortable => 'yes', |
graphable => 'yes', |
graphable => 'yes', |
long_title => 'Maximum Number of Tries' }, |
long_title => 'Maximum Number of Tries', |
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selectable => 'yes', |
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defaultselected => 'yes', |
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}, |
{ name => 'min_tries', |
{ name => 'min_tries', |
title => 'Min Tries', |
title => 'Min Tries', |
align => 'right', |
align => 'right', |
Line 121 my @Fields = (
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Line 167 my @Fields = (
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format => '%d', |
format => '%d', |
sortable => 'yes', |
sortable => 'yes', |
graphable => 'yes', |
graphable => 'yes', |
long_title => 'Minumum Number of Tries' }, |
long_title => 'Minumum Number of Tries', |
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selectable => 'yes', |
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defaultselected => 'yes', |
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}, |
{ name => 'mean_tries', |
{ name => 'mean_tries', |
title => 'Mean Tries', |
title => 'Mean Tries', |
align => 'right', |
align => 'right', |
Line 129 my @Fields = (
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Line 178 my @Fields = (
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format => '%5.2f', |
format => '%5.2f', |
sortable => 'yes', |
sortable => 'yes', |
graphable => 'yes', |
graphable => 'yes', |
long_title => 'Average Number of Tries' }, |
long_title => 'Average Number of Tries', |
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selectable => 'yes', |
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defaultselected => 'yes', |
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}, |
{ name => 'std_tries', |
{ name => 'std_tries', |
title => 'S.D. tries', |
title => 'S.D. tries', |
align => 'right', |
align => 'right', |
Line 137 my @Fields = (
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Line 189 my @Fields = (
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format => '%5.2f', |
format => '%5.2f', |
sortable => 'yes', |
sortable => 'yes', |
graphable => 'yes', |
graphable => 'yes', |
long_title => 'Standard Deviation of Number of Tries' }, |
long_title => 'Standard Deviation of Number of Tries', |
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selectable => 'yes', |
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defaultselected => 'yes', |
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}, |
{ name => 'skew_tries', |
{ name => 'skew_tries', |
title => 'Skew Tries', |
title => 'Skew Tries', |
align => 'right', |
align => 'right', |
Line 145 my @Fields = (
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Line 200 my @Fields = (
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format => '%5.2f', |
format => '%5.2f', |
sortable => 'yes', |
sortable => 'yes', |
graphable => 'yes', |
graphable => 'yes', |
long_title => 'Skew of Number of Tries' }, |
long_title => 'Skew of Number of Tries', |
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selectable => 'yes', |
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defaultselected => 'no', |
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}, |
{ name => 'num_solved', |
{ name => 'num_solved', |
title => '#YES', |
title => '#YES', |
align => 'right', |
align => 'right', |
Line 153 my @Fields = (
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Line 211 my @Fields = (
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format => '%4.1f',# format => '%d', |
format => '%4.1f',# format => '%d', |
sortable => 'yes', |
sortable => 'yes', |
graphable => 'yes', |
graphable => 'yes', |
long_title => 'Number of Students able to Solve' }, |
long_title => 'Number of Students able to Solve', |
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selectable => 'yes', |
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defaultselected => 'yes', |
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}, |
{ name => 'num_override', |
{ name => 'num_override', |
title => '#yes', |
title => '#yes', |
align => 'right', |
align => 'right', |
Line 161 my @Fields = (
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Line 222 my @Fields = (
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format => '%4.1f',# format => '%d', |
format => '%4.1f',# format => '%d', |
sortable => 'yes', |
sortable => 'yes', |
graphable => 'yes', |
graphable => 'yes', |
long_title => 'Number of Students given Override' }, |
long_title => 'Number of Students given Override', |
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selectable => 'yes', |
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defaultselected => 'yes', |
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}, |
{ name => 'num_wrong', |
{ name => 'num_wrong', |
title => '#Wrng', |
title => '#Wrng', |
align => 'right', |
align => 'right', |
Line 169 my @Fields = (
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Line 233 my @Fields = (
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format => '%4.1f', |
format => '%4.1f', |
sortable => 'yes', |
sortable => 'yes', |
graphable => 'yes', |
graphable => 'yes', |
long_title => 'Percent of students whose final answer is wrong' }, |
long_title => 'Percent of students whose final answer is wrong', |
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selectable => 'yes', |
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defaultselected => 'yes', |
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}, |
{ name => 'deg_of_diff', |
{ name => 'deg_of_diff', |
title => 'DoDiff', |
title => 'DoDiff', |
align => 'right', |
align => 'right', |
Line 178 my @Fields = (
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Line 245 my @Fields = (
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sortable => 'yes', |
sortable => 'yes', |
graphable => 'yes', |
graphable => 'yes', |
long_title => 'Degree of Difficulty'. |
long_title => 'Degree of Difficulty'. |
'[ 1 - ((#YES+#yes) / Tries) ]'}, |
'[ 1 - ((#YES+#yes) / Tries) ]', |
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selectable => 'yes', |
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defaultselected => 'yes', |
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}, |
{ name => 'deg_of_disc', |
{ name => 'deg_of_disc', |
title => 'DoDisc', |
title => 'DoDisc', |
align => 'right', |
align => 'right', |
Line 186 my @Fields = (
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Line 256 my @Fields = (
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format => '%4.2f', |
format => '%4.2f', |
sortable => 'yes', |
sortable => 'yes', |
graphable => 'yes', |
graphable => 'yes', |
long_title => 'Degree of Discrimination' }, |
long_title => 'Degree of Discrimination', |
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selectable => 'yes', |
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defaultselected => 'no', |
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}, |
); |
); |
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my @SeqFields = ( |
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{ name => 'title', |
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title => 'Sequence', |
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align => 'left', |
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color => '#FFFFE6', |
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special => 'no', |
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sortable => 'no', |
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selectable => 'yes', |
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defaultselected => 'no', |
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}, |
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{ name => 'items', |
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title => '#Items', |
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align => 'right', |
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color => '#FFFFE6', |
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format => '%4d', |
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sortable => 'no', |
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graphable => 'no', |
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long_title => 'Number of Items in Sequence', |
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selectable => 'yes', |
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defaultselected => 'no', |
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}, |
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{ name => 'scoremean', |
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title => 'Score Mean', |
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align => 'right', |
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color => '#FFFFE6', |
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format => '%4.2f', |
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sortable => 'no', |
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graphable => 'no', |
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long_title => 'Mean Sequence Score', |
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selectable => 'yes', |
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defaultselected => 'no', |
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}, |
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{ name => 'scorestd', |
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title => 'Score STD', |
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align => 'right', |
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color => '#FFFFE6', |
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format => '%4.2f', |
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sortable => 'no', |
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graphable => 'no', |
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long_title => 'Standard Deviation of Sequence Scores', |
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selectable => 'yes', |
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defaultselected => 'no', |
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}, |
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{ name => 'scoremax', |
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title => 'Score Max', |
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align => 'right', |
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color => '#FFFFE6', |
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format => '%4.2f', |
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sortable => 'no', |
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graphable => 'no', |
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long_title => 'Maximum Sequence Score', |
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selectable => 'yes', |
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defaultselected => 'no', |
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}, |
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{ name => 'scoremin', |
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title => 'Score Min', |
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align => 'right', |
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color => '#FFFFE6', |
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format => '%4.2f', |
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sortable => 'no', |
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graphable => 'no', |
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long_title => 'Minumum Sequence Score', |
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selectable => 'yes', |
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defaultselected => 'no', |
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}, |
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{ name => 'scorecount', |
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title => 'Score N', |
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align => 'right', |
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color => '#FFFFE6', |
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format => '%4d', |
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sortable => 'no', |
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graphable => 'no', |
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long_title => 'Number of Students in score computations', |
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selectable => 'yes', |
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defaultselected => 'no', |
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}, |
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{ name => 'countmean', |
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title => 'Count Mean', |
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align => 'right', |
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color => '#FFFFFF', |
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format => '%4.2f', |
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sortable => 'no', |
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graphable => 'no', |
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long_title => 'Mean Sequence Score', |
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selectable => 'yes', |
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defaultselected => 'no', |
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}, |
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{ name => 'countstd', |
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title => 'Count STD', |
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align => 'right', |
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color => '#FFFFFF', |
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format => '%4.2f', |
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sortable => 'no', |
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graphable => 'no', |
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long_title => 'Standard Deviation of Sequence Scores', |
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selectable => 'yes', |
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defaultselected => 'no', |
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}, |
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{ name => 'countmax', |
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title => 'Count Max', |
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align => 'right', |
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color => '#FFFFFF', |
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format => '%4.2f', |
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sortable => 'no', |
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graphable => 'no', |
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long_title => 'Maximum Number of Correct Problems', |
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selectable => 'yes', |
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defaultselected => 'no', |
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}, |
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{ name => 'countmin', |
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title => 'Count Min', |
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align => 'right', |
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color => '#FFFFFF', |
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format => '%4.2f', |
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sortable => 'no', |
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graphable => 'no', |
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long_title => 'Minumum Number of Correct Problems', |
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selectable => 'yes', |
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defaultselected => 'no', |
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}, |
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{ name => 'count', |
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title => 'Count N', |
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align => 'right', |
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color => '#FFFFFF', |
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format => '%4d', |
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sortable => 'no', |
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graphable => 'no', |
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long_title => 'Number of Students in score computations', |
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selectable => 'yes', |
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defaultselected => 'no', |
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}, |
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{ name => 'KR-21', |
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title => 'KR-21', |
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align => 'right', |
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color => '#FFAAAA', |
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format => '%4.2f', |
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sortable => 'no', |
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graphable => 'no', |
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long_title => 'KR-21 reliability statistic', |
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selectable => 'yes', |
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defaultselected => 'no', |
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}, |
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); |
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my %SelectedFields; |
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sub parse_field_selection { |
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# |
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# Pull out the defaults |
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if (! defined($ENV{'form.fieldselections'})) { |
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$ENV{'form.fieldselections'} = []; |
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foreach my $field (@Fields) { |
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next if ($field->{'selectable'} ne 'yes'); |
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if ($field->{'defaultselected'} eq 'yes') { |
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push(@{$ENV{'form.fieldselections'}},$field->{'name'}); |
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} |
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} |
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} |
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# |
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# Make sure the data we are plotting is there |
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my %NeededFields; |
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if (exists($ENV{'form.plot'}) && $ENV{'form.plot'} ne '' && |
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$ENV{'form.plot'} ne 'none') { |
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if ($ENV{'form.plot'} eq 'degrees') { |
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$NeededFields{'deg_of_diff'}++; |
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$NeededFields{'deg_of_disc'}++; |
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} elsif ($ENV{'form.plot'} eq 'tries statistics') { |
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$NeededFields{'mean_tries'}++; |
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$NeededFields{'std_tries'}++; |
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$NeededFields{'problem_num'}++; |
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} else { |
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$NeededFields{$ENV{'form.plot'}}++; |
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} |
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} |
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# |
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# This should not happen, but in case it does... |
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if (ref($ENV{'form.fieldselections'}) ne 'ARRAY') { |
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$ENV{'form.fieldselections'} = [$ENV{'form.fieldselections'}]; |
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} |
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# |
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# Set the field data and the selected fields (for easier checking) |
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undef(%SelectedFields); |
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foreach my $field (@Fields) { |
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if ($field->{'selectable'} ne 'yes') { |
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$field->{'selected'} = 'yes'; |
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} else { |
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$field->{'selected'} = 'no'; |
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} |
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if (exists($NeededFields{$field->{'name'}})) { |
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$field->{'selected'} = 'yes'; |
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$SelectedFields{$field->{'name'}}++; |
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} |
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foreach my $selection (@{$ENV{'form.fieldselections'}}) { |
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if ($selection eq $field->{'name'} || $selection eq 'all') { |
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$field->{'selected'} = 'yes'; |
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$SelectedFields{$field->{'name'}}++; |
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} |
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} |
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} |
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# |
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# Always show all the sequence statistics (for now) |
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foreach my $field (@SeqFields) { |
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$field->{'selected'} = 'yes'; |
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} |
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return; |
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} |
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sub field_selection_input { |
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my $Str = '<select name="fieldselections" multiple size="5">'."\n"; |
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$Str .= '<option value="all">all</option>'."\n"; |
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foreach my $field (@Fields) { |
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next if ($field->{'selectable'} ne 'yes'); |
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$Str .= ' <option value="'.$field->{'name'}.'" '; |
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if ($field->{'selected'} eq 'yes') { |
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$Str .= 'selected '; |
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} |
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$Str .= '>'.$field->{'title'}.'</option>'."\n"; |
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} |
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$Str .= "</select>\n"; |
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} |
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############################################### |
############################################### |
############################################### |
############################################### |
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Line 204 select sections, maps, and output.
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Line 498 select sections, maps, and output.
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############################################### |
############################################### |
############################################### |
############################################### |
sub CreateInterface { |
sub CreateInterface { |
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# |
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&parse_field_selection(); |
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# |
my $Str = ''; |
my $Str = ''; |
$Str .= &Apache::lonhtmlcommon::breadcrumbs |
$Str .= &Apache::lonhtmlcommon::breadcrumbs |
(undef,'Overall Problem Statistics','Statistics_Overall_Key'); |
(undef,'Overall Problem Statistics','Statistics_Overall_Key'); |
Line 212 sub CreateInterface {
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Line 509 sub CreateInterface {
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$Str .= '<td align="center"><b>'.&mt('Sections').'</b></td>'; |
$Str .= '<td align="center"><b>'.&mt('Sections').'</b></td>'; |
$Str .= '<td align="center"><b>'.&mt('Enrollment Status').'</b></td>'; |
$Str .= '<td align="center"><b>'.&mt('Enrollment Status').'</b></td>'; |
$Str .= '<td align="center"><b>'.&mt('Sequences and Folders').'</b></td>'; |
$Str .= '<td align="center"><b>'.&mt('Sequences and Folders').'</b></td>'; |
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$Str .= '<td align="center"><b>'.&mt('Statistics').'</b></td>'; |
$Str .= '<td rowspan="2">'. |
$Str .= '<td rowspan="2">'. |
&Apache::lonstathelpers::limit_by_time_form().'</td>'; |
&Apache::lonstathelpers::limit_by_time_form().'</td>'; |
$Str .= '</tr>'."\n"; |
$Str .= '</tr>'."\n"; |
Line 232 sub CreateInterface {
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Line 530 sub CreateInterface {
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}; |
}; |
$Str .= &Apache::lonstatistics::MapSelect('Maps','multiple,all',5, |
$Str .= &Apache::lonstatistics::MapSelect('Maps','multiple,all',5, |
$only_seq_with_assessments); |
$only_seq_with_assessments); |
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$Str .= '</td><td>'.&field_selection_input(); |
$Str .= '</td></tr>'."\n"; |
$Str .= '</td></tr>'."\n"; |
$Str .= '</table>'."\n"; |
$Str .= '</table>'."\n"; |
$Str .= '<input type="submit" name="GenerateStatistics" value="'. |
$Str .= '<input type="submit" name="GenerateStatistics" value="'. |
Line 270 sub BuildProblemStatisticsPage {
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Line 569 sub BuildProblemStatisticsPage {
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'statsoutputmode' => 'scalar', |
'statsoutputmode' => 'scalar', |
'Section' => 'array', |
'Section' => 'array', |
'StudentData' => 'array', |
'StudentData' => 'array', |
'Maps' => 'array'); |
'Maps' => 'array', |
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'fieldselections'=> 'array'); |
&Apache::loncommon::store_course_settings('statistics', |
&Apache::loncommon::store_course_settings('statistics', |
\%Saveable_Parameters); |
\%Saveable_Parameters); |
&Apache::loncommon::restore_course_settings('statistics', |
&Apache::loncommon::restore_course_settings('statistics', |
Line 280 sub BuildProblemStatisticsPage {
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Line 580 sub BuildProblemStatisticsPage {
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# |
# |
# Clear the package variables |
# Clear the package variables |
undef(@StatsArray); |
undef(@StatsArray); |
|
undef(%SeqStat); |
# |
# |
# Finally let the user know we are here |
# Finally let the user know we are here |
my $interface = &CreateInterface(); |
my $interface = &CreateInterface(); |
Line 310 sub BuildProblemStatisticsPage {
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Line 611 sub BuildProblemStatisticsPage {
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# This probably does not need to be done each time we are called, but |
# This probably does not need to be done each time we are called, but |
# it does not slow things down noticably. |
# it does not slow things down noticably. |
&Apache::loncoursedata::populate_weight_table(); |
&Apache::loncoursedata::populate_weight_table(); |
|
# |
if (exists($ENV{'form.Excel'})) { |
if (exists($ENV{'form.Excel'})) { |
&Excel_output($r); |
&Excel_output($r); |
} else { |
} else { |
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my $count = 0; |
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foreach my $seq (&Apache::lonstatistics::Sequences_with_Assess()) { |
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$count += $seq->{'num_assess_parts'}; |
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} |
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if ($count > 10) { |
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$r->print('<h2>'. |
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&mt('Compiling statistics for [_1] problems',$count). |
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'</h2>'); |
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if ($count > 30) { |
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$r->print('<h3>'.&mt('This will take some time.').'</h3>'); |
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} |
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$r->rflush(); |
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} |
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# |
my $sortby = $ENV{'form.sortby'}; |
my $sortby = $ENV{'form.sortby'}; |
$sortby = 'container' if (! defined($sortby) || $sortby =~ /^\s*$/); |
$sortby = 'container' if (! defined($sortby) || $sortby =~ /^\s*$/); |
my $plot = $ENV{'form.plot'}; |
my $plot = $ENV{'form.plot'}; |
&Apache::lonnet::logthis('form.plot = '.$plot); |
if ($plot eq '' || $plot eq 'none') { |
|
undef($plot); |
|
} |
if ($sortby eq 'container' && ! defined($plot)) { |
if ($sortby eq 'container' && ! defined($plot)) { |
|
&output_sequence_statistics($r); |
&output_html_by_sequence($r); |
&output_html_by_sequence($r); |
} else { |
} else { |
if (defined($plot)) { |
if (defined($plot)) { |
&Apache::lonnet::logthis('calling plot routine'); |
|
&make_plot($r,$plot); |
&make_plot($r,$plot); |
} |
} |
&output_html_stats($r); |
&output_html_stats($r); |
|
&output_sequence_statistics($r); |
} |
} |
} |
} |
return; |
return; |
} |
} |
|
|
|
sub output_sequence_statistics { |
|
my ($r) = @_; |
|
my $c=$r->connection(); |
|
$r->print('<h2>'.&mt('Sequence Statistics').'</h2>'); |
|
$r->print('<table border="0"><tr><td bgcolor="#777777">'."\n". |
|
'<table border="0" cellpadding="3">'."\n". |
|
'<tr bgcolor="#FFFFE6">'); |
|
$r->print(&sequence_html_header()); |
|
foreach my $seq (&Apache::lonstatistics::Sequences_with_Assess()) { |
|
last if ($c->aborted); |
|
next if ($seq->{'num_assess'} < 1); |
|
&compute_sequence_statistics($seq); |
|
$r->print(&sequence_html_output($seq)); |
|
} |
|
$r->print('</table>'); |
|
$r->print('</table>'); |
|
$r->rflush(); |
|
return; |
|
} |
|
|
|
|
########################################################## |
########################################################## |
########################################################## |
########################################################## |
## |
## |
Line 385 sub output_html_stats {
|
Line 725 sub output_html_stats {
|
return; |
return; |
} |
} |
|
|
|
|
sub html_preamble { |
sub html_preamble { |
my $Str=''; |
my $Str=''; |
$Str .= "<h2>". |
$Str .= "<h2>". |
Line 417 sub statistics_html_table_data {
|
Line 756 sub statistics_html_table_data {
|
my $row = ''; |
my $row = ''; |
foreach my $field (@Fields) { |
foreach my $field (@Fields) { |
next if ($options =~ /no $field->{'name'}/); |
next if ($options =~ /no $field->{'name'}/); |
|
next if ($field->{'selected'} ne 'yes'); |
$row .= '<td bgcolor="'.$field->{'color'}.'"'; |
$row .= '<td bgcolor="'.$field->{'color'}.'"'; |
if (exists($field->{'align'})) { |
if (exists($field->{'align'})) { |
$row .= ' align="'.$field->{'align'}.'"'; |
$row .= ' align="'.$field->{'align'}.'"'; |
Line 443 sub statistics_table_header {
|
Line 783 sub statistics_table_header {
|
my $header_row; |
my $header_row; |
foreach my $field (@Fields) { |
foreach my $field (@Fields) { |
next if ($options =~ /no $field->{'name'}/); |
next if ($options =~ /no $field->{'name'}/); |
|
next if ($field->{'selected'} ne 'yes'); |
$header_row .= '<th>'; |
$header_row .= '<th>'; |
if (exists($field->{'sortable'}) && $field->{'sortable'} eq 'yes') { |
if (exists($field->{'sortable'}) && $field->{'sortable'} eq 'yes') { |
$header_row .= '<a href="javascript:'. |
$header_row .= '<a href="javascript:'. |
Line 467 sub statistics_table_header {
|
Line 808 sub statistics_table_header {
|
return $header_row; |
return $header_row; |
} |
} |
|
|
|
sub sequence_html_header { |
|
my $Str .= '<tr>'; |
|
foreach my $field (@SeqFields) { |
|
# next if ($field->{'selected'} ne 'yes'); |
|
$Str .= '<th bgcolor="'.$field->{'color'}.'"'; |
|
$Str .= '>'.$field->{'title'}.'</th>'; |
|
} |
|
$Str .= '</tr>'; |
|
return $Str; |
|
} |
|
|
|
|
|
sub sequence_html_output { |
|
my ($seq) = @_; |
|
my $data = $SeqStat{$seq->{'symb'}}; |
|
my $row = '<tr>'; |
|
foreach my $field (@SeqFields) { |
|
next if ($field->{'selected'} ne 'yes'); |
|
$row .= '<td bgcolor="'.$field->{'color'}.'"'; |
|
if (exists($field->{'align'})) { |
|
$row .= ' align="'.$field->{'align'}.'"'; |
|
} |
|
$row .= '>'; |
|
if (exists($field->{'format'})) { |
|
$row .= sprintf($field->{'format'},$data->{$field->{'name'}}); |
|
} else { |
|
$row .= $data->{$field->{'name'}}; |
|
} |
|
$row .= '</td>'; |
|
} |
|
$row .= '</tr>'."\n"; |
|
return $row; |
|
} |
|
|
#################################################### |
#################################################### |
#################################################### |
#################################################### |
## |
## |
Line 594 sub degrees_plot {
|
Line 969 sub degrees_plot {
|
my $diffdata .= '<data>'.join(',',@Labels).'</data>'.$/. |
my $diffdata .= '<data>'.join(',',@Labels).'</data>'.$/. |
'<data>'.join(',',@Diff).'</data>'.$/; |
'<data>'.join(',',@Diff).'</data>'.$/; |
# |
# |
|
my $title = 'Degree of Discrimination\nand Degree of Difficulty'; |
|
if ($xmax > 50) { |
|
$title = 'Degree of Discrimination and Degree of Difficulty'; |
|
} |
|
# |
$plot=<<"END"; |
$plot=<<"END"; |
<gnuplot |
<gnuplot |
texfont="10" |
texfont="10" |
Line 604 sub degrees_plot {
|
Line 984 sub degrees_plot {
|
align="center" |
align="center" |
border="on" |
border="on" |
transparent="on" |
transparent="on" |
alttag="Sample Plot" |
alttag="Degree of Discrimination and Degree of Difficulty Plot" |
samples="100" |
samples="100" |
bgcolor="xffffff" |
bgcolor="xffffff" |
height="$height" |
height="$height" |
Line 613 sub degrees_plot {
|
Line 993 sub degrees_plot {
|
pos="top right" |
pos="top right" |
title="" |
title="" |
box="off" /> |
box="off" /> |
<title>Degree of Discrmination and Degree of Difficulty</title> |
<title>$title</title> |
<axis xmin="0" ymin="$ymin" xmax="$xmax" ymax="$ymax" color="x000000" /> |
<axis xmin="0" ymin="$ymin" xmax="$xmax" ymax="$ymax" color="x000000" /> |
<xlabel>Problem Number</xlabel> |
<xlabel>Problem Number</xlabel> |
<curve |
<curve |
Line 677 sub tries_data_plot {
|
Line 1057 sub tries_data_plot {
|
'<data>'.join(',',@Mean).'</data>'.$/. |
'<data>'.join(',',@Mean).'</data>'.$/. |
'<data>'.join(',',@STD).'</data>'.$/; |
'<data>'.join(',',@STD).'</data>'.$/; |
# |
# |
|
my $title = 'Mean and S.D. of Tries'; |
|
if ($xmax > 25) { |
|
$title = 'Mean and Standard Deviation of Tries'; |
|
} |
|
# |
$plot=<<"END"; |
$plot=<<"END"; |
<gnuplot |
<gnuplot |
texfont="10" |
texfont="10" |
Line 687 sub tries_data_plot {
|
Line 1072 sub tries_data_plot {
|
align="center" |
align="center" |
border="on" |
border="on" |
transparent="on" |
transparent="on" |
alttag="Sample Plot" |
alttag="Mean and S.D of Tries Plot" |
samples="100" |
samples="100" |
bgcolor="xffffff" |
bgcolor="xffffff" |
height="$height" |
height="$height" |
width="$width"> |
width="$width"> |
<title>Mean and S.D. of Tries</title> |
<title>$title</title> |
<axis xmin="0" ymin="0" xmax="$xmax" ymax="$ymax" color="x000000" /> |
<axis xmin="0" ymin="0" xmax="$xmax" ymax="$ymax" color="x000000" /> |
<xlabel>Problem Number</xlabel> |
<xlabel>Problem Number</xlabel> |
|
<ylabel>Number of Tries</ylabel> |
<curve |
<curve |
linestyle="yerrorbars" |
linestyle="yerrorbars" |
name="S.D. Tries" |
name="S.D. Tries" |
Line 727 sub plot_dropdown {
|
Line 1113 sub plot_dropdown {
|
my @Additional_Plots = ( |
my @Additional_Plots = ( |
{ graphable=>'yes', |
{ graphable=>'yes', |
name => 'degrees', |
name => 'degrees', |
title => 'DoDisc and DoDiff' }, |
title => 'Difficulty Indexes' }, |
{ graphable=>'yes', |
{ graphable=>'yes', |
name => 'tries statistics', |
name => 'tries statistics', |
title => 'Mean and S.D. of Tries' }); |
title => 'Tries Statistics' }); |
# |
# |
my $Str= "\n".'<select name="plot" size="1">'; |
my $Str= "\n".'<select name="plot" size="1">'; |
$Str .= '<option name="none"></option>'."\n"; |
$Str .= '<option name="none"></option>'."\n"; |
$Str .= '<option name="none2">none</option>'."\n"; |
$Str .= '<option name="none2">none</option>'."\n"; |
foreach my $field (@Fields,@Additional_Plots) { |
foreach my $field (@Additional_Plots,@Fields) { |
if (! exists($field->{'graphable'}) || |
if (! exists($field->{'graphable'}) || |
$field->{'graphable'} ne 'yes') { |
$field->{'graphable'} ne 'yes') { |
next; |
next; |
Line 797 sub Excel_output {
|
Line 1183 sub Excel_output {
|
} |
} |
my $excel_sheet = $excel_workbook->addworksheet( |
my $excel_sheet = $excel_workbook->addworksheet( |
&Apache::loncommon::clean_excel_name($sheetname)); |
&Apache::loncommon::clean_excel_name($sheetname)); |
|
# |
|
my $format = &Apache::loncommon::define_excel_formats($excel_workbook); |
## |
## |
## Begin creating excel sheet |
## Begin creating excel sheet |
## |
## |
Line 804 sub Excel_output {
|
Line 1192 sub Excel_output {
|
# |
# |
# Put the course description in the header |
# Put the course description in the header |
$excel_sheet->write($rows_output,$cols_output++, |
$excel_sheet->write($rows_output,$cols_output++, |
$ENV{'course.'.$ENV{'request.course.id'}.'.description'}); |
$ENV{'course.'.$ENV{'request.course.id'}.'.description'}, |
|
$format->{'h1'}); |
$cols_output += 3; |
$cols_output += 3; |
# |
# |
# Put a description of the sections listed |
# Put a description of the sections listed |
my $sectionstring = ''; |
my $sectionstring = ''; |
my @Sections = @Apache::lonstatistics::SelectedSections; |
$excel_sheet->write($rows_output,$cols_output++, |
if (scalar(@Sections) > 1) { |
&Apache::lonstathelpers::sections_description |
if (scalar(@Sections) > 2) { |
(@Apache::lonstatistics::SelectedSections), |
my $last = pop(@Sections); |
$format->{'h3'}); |
$sectionstring = "Sections ".join(', ',@Sections).', and '.$last; |
$cols_output += scalar(@Apache::lonstatistics::SelectedSections); |
} else { |
|
$sectionstring = "Sections ".join(' and ',@Sections); |
|
} |
|
} else { |
|
if ($Sections[0] eq 'all') { |
|
$sectionstring = "All sections"; |
|
} else { |
|
$sectionstring = "Section ".$Sections[0]; |
|
} |
|
} |
|
$excel_sheet->write($rows_output,$cols_output++,$sectionstring); |
|
$cols_output += scalar(@Sections); |
|
# |
# |
# Time restrictions |
# Time restrictions |
my $time_string; |
my $time_string; |
Line 841 sub Excel_output {
|
Line 1218 sub Excel_output {
|
# See note above about lonlocal:locallocaltime |
# See note above about lonlocal:locallocaltime |
$time_string .= 'Data collected before '.localtime($endtime).'.'; |
$time_string .= 'Data collected before '.localtime($endtime).'.'; |
} |
} |
|
if (defined($time_string)) { |
|
$excel_sheet->write($rows_output,$cols_output++,$time_string); |
|
$cols_output+= 5; |
|
} |
# |
# |
# Put the date in there too |
# Put the date in there too |
$excel_sheet->write($rows_output,$cols_output++, |
$excel_sheet->write($rows_output,$cols_output++, |
Line 848 sub Excel_output {
|
Line 1229 sub Excel_output {
|
# |
# |
$rows_output++; |
$rows_output++; |
$cols_output=0; |
$cols_output=0; |
# |
## |
# Long Headers |
## Sequence Statistics |
foreach my $field (@Fields) { |
## |
next if ($field->{'name'} eq 'problem_num'); |
&write_headers($excel_sheet,$format,\$rows_output,\$cols_output, |
if (exists($field->{'long_title'})) { |
\@SeqFields); |
|
foreach my $seq (&Apache::lonstatistics::Sequences_with_Assess()) { |
|
next if ($seq->{'num_assess'} < 1); |
|
my $data = $SeqStat{$seq->{'symb'}}; |
|
$cols_output=0; |
|
foreach my $field (@SeqFields) { |
|
next if ($field->{'selected'} ne 'yes'); |
$excel_sheet->write($rows_output,$cols_output++, |
$excel_sheet->write($rows_output,$cols_output++, |
$field->{'long_title'}); |
$data->{$field->{'name'}}); |
} else { |
|
$excel_sheet->write($rows_output,$cols_output++,''); |
|
} |
} |
|
$rows_output++; |
|
$cols_output=0; |
} |
} |
|
## |
|
## Resource Statistics |
|
## |
$rows_output++; |
$rows_output++; |
$cols_output=0; |
$cols_output=0; |
# Brief headers |
&write_headers($excel_sheet,$format,\$rows_output,\$cols_output, |
foreach my $field (@Fields) { |
\@Fields); |
next if ($field->{'name'} eq 'problem_num'); |
# |
# Use english for excel as I am not sure how well excel handles |
|
# other character sets.... |
|
$excel_sheet->write($rows_output,$cols_output++,$field->{'title'}); |
|
} |
|
$rows_output++; |
|
foreach my $data (@StatsArray) { |
foreach my $data (@StatsArray) { |
$cols_output=0; |
$cols_output=0; |
foreach my $field (@Fields) { |
foreach my $field (@Fields) { |
|
next if ($field->{'selected'} ne 'yes'); |
next if ($field->{'name'} eq 'problem_num'); |
next if ($field->{'name'} eq 'problem_num'); |
$excel_sheet->write($rows_output,$cols_output++, |
$excel_sheet->write($rows_output,$cols_output++, |
$data->{$field->{'name'}}); |
$data->{$field->{'name'}}); |
} |
} |
$rows_output++; |
$rows_output++; |
|
$cols_output=0; |
} |
} |
# |
# |
$excel_workbook->close(); |
$excel_workbook->close(); |
Line 889 sub Excel_output {
|
Line 1276 sub Excel_output {
|
return; |
return; |
} |
} |
|
|
|
## |
|
## &write_headers |
|
## |
|
sub write_headers { |
|
my ($excel_sheet,$format,$rows_output,$cols_output,$Fields) = @_; |
|
## |
|
## First the long titles |
|
foreach my $field (@{$Fields}) { |
|
next if ($field->{'name'} eq 'problem_num'); |
|
next if ($field->{'selected'} ne 'yes'); |
|
if (exists($field->{'long_title'})) { |
|
$excel_sheet->write($$rows_output,${$cols_output}, |
|
$field->{'long_title'}, |
|
$format->{'bold'}); |
|
} else { |
|
$excel_sheet->write($$rows_output,${$cols_output},''); |
|
} |
|
${$cols_output}+= 1; |
|
} |
|
${$cols_output} =0; |
|
${$rows_output}+=1; |
|
## |
|
## Then the short titles |
|
foreach my $field (@{$Fields}) { |
|
next if ($field->{'selected'} ne 'yes'); |
|
next if ($field->{'name'} eq 'problem_num'); |
|
# Use english for excel as I am not sure how well excel handles |
|
# other character sets.... |
|
$excel_sheet->write($$rows_output,$$cols_output, |
|
$field->{'title'}, |
|
$format->{'bold'}); |
|
$$cols_output+=1; |
|
} |
|
${$cols_output} =0; |
|
${$rows_output}+=1; |
|
return; |
|
} |
|
|
################################################## |
################################################## |
################################################## |
################################################## |
## |
## |
Line 922 sub compute_all_statistics {
|
Line 1347 sub compute_all_statistics {
|
foreach my $seq (&Apache::lonstatistics::Sequences_with_Assess()) { |
foreach my $seq (&Apache::lonstatistics::Sequences_with_Assess()) { |
last if ($c->aborted); |
last if ($c->aborted); |
next if ($seq->{'num_assess'} < 1); |
next if ($seq->{'num_assess'} < 1); |
|
&compute_sequence_statistics($seq); |
&compute_statistics_on_sequence($seq); |
&compute_statistics_on_sequence($seq); |
} |
} |
} |
} |
Line 1021 sub get_statistics {
|
Line 1447 sub get_statistics {
|
$data->{'title.link'} = $resource->{'src'}.'?symb='. |
$data->{'title.link'} = $resource->{'src'}.'?symb='. |
&Apache::lonnet::escape($resource->{'symb'}); |
&Apache::lonnet::escape($resource->{'symb'}); |
# |
# |
$data->{'deg_of_disc'} = &compute_discrimination_factor($resource,$part,$sequence); |
if ($SelectedFields{'deg_of_disc'}) { |
|
$data->{'deg_of_disc'} = |
|
&compute_discrimination_factor($resource,$part,$sequence); |
|
} |
return $data; |
return $data; |
} |
} |
|
|
|
|
############################################### |
############################################### |
############################################### |
############################################### |
|
|
Line 1082 sub compute_discrimination_factor {
|
Line 1510 sub compute_discrimination_factor {
|
|
|
############################################### |
############################################### |
############################################### |
############################################### |
|
## |
|
## Compute KR-21 |
|
## |
|
## To compute KR-21, you need the following information: |
|
## |
|
## K=the number of items in your test |
|
## M=the mean score on the test |
|
## s=the standard deviation of the scores on your test |
|
## |
|
## then: |
|
## |
|
## KR-21 rk= [K/(K-1)] * [1- (M*(K-M))/(K*s^2))] |
|
## |
|
############################################### |
|
############################################### |
|
sub compute_sequence_statistics { |
|
my ($seq) = @_; |
|
my $symb = $seq->{'symb'}; |
|
my @Resources; |
|
foreach my $res (@{$seq->{'contents'}}) { |
|
next if ($res->{'type'} ne 'assessment'); |
|
push (@Resources,$res->{'symb'}); |
|
} |
|
my ($starttime,$endtime) = &Apache::lonstathelpers::get_time_limits(); |
|
# |
|
# First compute statistics based on student scores |
|
my ($smin,$smax,$sMean,$sSTD,$scount,$sMAX) = |
|
&Apache::loncoursedata::score_stats |
|
(\@Apache::lonstatistics::SelectedSections, |
|
$Apache::lonstatistics::enrollment_status, |
|
\@Resources,$starttime,$endtime,undef); |
|
$SeqStat{$symb}->{'title'} = $seq->{'title'}; |
|
$SeqStat{$symb}->{'scoremax'} = $smax; |
|
$SeqStat{$symb}->{'scoremin'} = $smin; |
|
$SeqStat{$symb}->{'scoremean'} = $sMean; |
|
$SeqStat{$symb}->{'scorestd'} = $sSTD; |
|
$SeqStat{$symb}->{'scorecount'} = $scount; |
|
$SeqStat{$symb}->{'max_possible'} = $sMAX; |
|
# |
|
# Compute statistics based on the number of correct problems |
|
# 'correct' is taken to mean |
|
my ($cmin,$cmax,$cMean,$cSTD,$ccount)= |
|
&Apache::loncoursedata::count_stats |
|
(\@Apache::lonstatistics::SelectedSections, |
|
$Apache::lonstatistics::enrollment_status, |
|
\@Resources,$starttime,$endtime,undef); |
|
my $K = $seq->{'num_assess_parts'}; |
|
my $kr_21; |
|
if ($K > 1 && $cSTD > 0) { |
|
$kr_21 = ($K/($K-1)) * (1 - $cMean*($K-$cMean)/($K*$cSTD**2)); |
|
} else { |
|
$kr_21 = 'nan'; |
|
} |
|
$SeqStat{$symb}->{'countmax'} = $cmax; |
|
$SeqStat{$symb}->{'countmin'} = $cmin; |
|
$SeqStat{$symb}->{'countstd'} = $cSTD; |
|
$SeqStat{$symb}->{'countmean'} = $cMean; |
|
$SeqStat{$symb}->{'count'} = $ccount; |
|
$SeqStat{$symb}->{'items'} = $K; |
|
$SeqStat{$symb}->{'KR-21'}=$kr_21; |
|
return; |
|
} |
|
|
|
|
|
|
=pod |
=pod |
|
|
Line 1142 Number of Students had at least one disc
|
Line 1634 Number of Students had at least one disc
|
|
|
=cut |
=cut |
|
|
|
|
############################################################ |
|
############################################################ |
|
## |
|
## How this all works: |
|
## Statistics are computed by calling &get_statistics with the sequence, |
|
## resource, and part id to run statistics on. At various places within |
|
## the loops which compute the statistics, as well as before and after |
|
## the entire process, subroutines can be called. The subroutines are |
|
## registered to the following hooks: |
|
## |
|
## hook subroutine inputs |
|
## ---------------------------------------------------------- |
|
## pre $r,$count |
|
## pre_seq $r,$count,$seq |
|
## pre_res $r,$count,$seq,$res |
|
## calc $r,$count,$seq,$res,$data |
|
## post_res $r,$count,$seq,$res |
|
## post_seq $r,$count,$seq |
|
## post $r,$count |
|
## |
|
## abort $r |
|
## |
|
## subroutines will be called in the order in which they are registered. |
|
## |
|
############################################################ |
|
############################################################ |
|
{ |
|
|
|
my %hooks; |
|
my $aborted = 0; |
|
|
|
sub abort_computation { |
|
$aborted = 1; |
|
} |
|
|
|
sub clear_hooks { |
|
$aborted = 0; |
|
undef(%hooks); |
|
} |
|
|
|
sub register_hook { |
|
my ($hookname,$subref)=@_; |
|
if ($hookname !~ /^(pre|pre_seq|pre_res|post|post_seq|post_res|calc)$/){ |
|
return; |
|
} |
|
if (ref($subref) ne 'CODE') { |
|
&Apache::lonnet::logthis('attempt to register hook to non-code: '. |
|
$hookname,' = '.$subref); |
|
} else { |
|
if (exists($hooks{$hookname})) { |
|
push(@{$hooks{$hookname}},$subref); |
|
} else { |
|
$hooks{$hookname} = [$subref]; |
|
} |
|
} |
|
return; |
|
} |
|
|
|
sub run_hooks { |
|
my $context = shift(); |
|
foreach my $hook (@{$hooks{$context}}) { |
|
if ($aborted && $context ne 'abort') { |
|
last; |
|
} |
|
my $retvalue = $hook->(@_); |
|
if (defined($retvalue) && $retvalue eq '0') { |
|
$aborted = 1 if (! $aborted); |
|
} |
|
} |
|
} |
|
|
|
sub run_statistics { |
|
my ($r) = @_; |
|
my $count = 0; |
|
&run_hooks('pre',$r,$count); |
|
foreach my $seq (&Apache::lonstatistics::Sequences_with_Assess()) { |
|
last if ($aborted); |
|
next if ($seq->{'num_assess'}<1); |
|
&run_hooks('pre_seq',$r,$count,$seq); |
|
foreach my $res (@{$seq->{'contents'}}) { |
|
last if ($aborted); |
|
next if ($res->{'type'} ne 'assessment'); |
|
&run_hooks('pre_res',$r,$count,$seq,$res); |
|
foreach my $part (@{$res->{'parts'}}) { |
|
last if ($aborted); |
|
# |
|
# This is where all the work happens |
|
my $data = &get_statistics($seq,$res,$part,++$count); |
|
&run_hooks('calc',$r,$count,$seq,$res,$part,$data); |
|
} |
|
&run_hooks('post_res',$r,$count,$seq,$res); |
|
} |
|
&run_hooks('post_seq',$r,$count,$seq); |
|
} |
|
if ($aborted) { |
|
&run_hooks('abort',$r); |
|
} else { |
|
&run_hooks('post',$r,$count); |
|
} |
|
return; |
|
} |
|
|
|
} # End of %hooks scope |
|
|
|
############################################################ |
############################################################ |
############################################################ |
############################################################ |
|
|