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package Data::Pivoter; |
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2785
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use strict; |
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use vars qw($VERSION); |
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$VERSION='0.08'; |
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=head1 NAME |
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Data::Pivoter - Perl extension for pivot / cross tabulation of data |
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=head1 SYNOPSIS |
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$pivoter = Table::Pivoter->new(col=> , row=> , |
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data=> , |
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group=> , |
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function=> , |
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numeric => , |
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donotvalidate=> , |
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test=>); |
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$pivotedtableref = $pivoter->pivot(\@rawtable) |
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if $pivoter->ok; |
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=head1 DESCRIPTION |
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A pivot object is created using new. Various parameters may be specified to |
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alter how the table is pivoted. The actual pivot of a table is perfomed using the method pivot. |
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=cut |
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5
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use vars '$AUTOLOAD'; |
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use Data::Dumper; |
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68949
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378
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use Carp; |
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6937
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my $debug = $ENV{PIVOTER_DEBUG} || 0; |
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=head1 Methods |
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=head2 new |
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45
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46
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Table::Pivoter->new(col=>, row=>, data=>, |
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group=>, function=>, numeric=>, |
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donotvalidate=>, |
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test=>boolean); |
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51
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Creates a new pivoter object where is the column containing data going |
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to be the column headings, is the column going to row headings and |
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is the data column. is a column used for higher level grouping, |
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i.e. splitting the data into different tables. |
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55
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56
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{numerical} is used to flag that the data are numerical so that the correct |
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sorting function is being used. |
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58
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{function} is a function to |
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59
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compile the data set for each row/col combination (Still not implemented) If |
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no function is given, the last value for each data point is returned. |
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62
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The |
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inputdata to new are validated to check that row,col, and data are defined and |
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64
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that row and col differs. If this behaviour for some reason not is wanted, |
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65
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donotvalidate can be set to a true value. The property test may be set to avoid |
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66
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output from the validation (esp for the internal testing). To check for a well- |
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67
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defined pivoter object, call the method ok. |
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68
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69
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70
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Planned features (except for implementing the compilation function) includes to |
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71
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add customizable sorting functions for rows and columns. |
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72
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73
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=cut |
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75
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76
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77
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sub _validate{ |
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# Checks if a pivoter object is well-defined |
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79
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10
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10
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20
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my $self=shift; |
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80
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# col, row and data must be defined |
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81
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10
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100
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96
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my $validated = |
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82
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defined $self->{_colhead} && |
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83
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defined $self->{_rowhead} && |
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84
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defined $self->{_data}; |
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85
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# If all are defined, must check that row and column are different rows |
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86
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10
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100
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32
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$validated = not($self->{_colhead} == $self->{_rowhead}) |
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87
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if $validated; |
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88
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10
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32
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local $^W=0; |
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10
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66
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47
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carp ("Definition error: |
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Col = $self->{_colhead} |
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Row = $self->{_rowhead} |
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92
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Data= $self->{_data}\n") unless $validated || $self->{_testing}; |
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10
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54
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return $validated; |
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95
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} |
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97
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98
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99
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sub _keysort{ |
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100
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14
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14
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18
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my $self = shift; |
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101
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14
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18
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my $href = shift; |
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102
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14
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25
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my $i = shift; |
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103
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14
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100
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35
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my $sortfunc=$i eq 'C'?$self->{_sortfunccol}:$self->{_sortfuncrow}; |
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104
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14
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18
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$i=0; |
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105
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14
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57
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foreach my $key (sort {&$sortfunc} keys %$href){ |
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45
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106
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94
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$href->{$key}=++$i if defined $key; |
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107
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106
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print "Key: $key [$i]\n" if $debug > 2; |
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108
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} |
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109
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} |
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110
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111
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112
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sub new{ |
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113
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13
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13
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1
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1044
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my $class = shift; |
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114
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13
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54
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my %para=@_; |
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115
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13
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50
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37
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print "[C,R,D,G]:$para{col},$para{row},$para{data},$para{group}\n" if $debug; |
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116
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13
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50
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33
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63
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print "Don't validate\n" if $debug and $para{donotvalidate}; |
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13
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50
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33
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40
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print "Function: $para{function}\n" if $debug and $para{function}; |
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118
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13
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203
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my $self = { |
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119
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_colhead => $para{col}, |
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120
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_rowhead => $para{row}, |
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121
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_data => $para{data}, |
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122
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_function=> $para{function}, |
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123
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_group => $para{group}, |
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124
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_donotvalidate =>$para{donotvalidate}, |
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125
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_numeric => $para{numeric}, |
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126
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_testing => $para{test} |
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127
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}; |
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128
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13
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50
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41
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print Dumper(\$self) if $debug>9; |
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129
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13
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50
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31
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print "New[R,C] : $self->{_rowhead},$self->{_colhead}\n" if $debug >3; |
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130
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13
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50
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43
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carp("Sorry, functions are still not working in Data::Pivoter...\n") |
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131
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if $self->{_function}; |
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132
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{ |
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133
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13
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19
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local $^W=0; # Turns of warnings to avoid lots of |
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42
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134
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# "Use of uninitialized value in pattern match" |
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135
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13
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100
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41
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if ($self->{_numeric}=~/C/i){ |
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136
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1
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18
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4
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$self->{_sortfunccol}= sub {$a <=> $b} } |
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18
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34
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137
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else{ |
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138
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12
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66
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58
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$self->{_sortfunccol}= sub {$a cmp $b} }; |
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66
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111
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139
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13
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100
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38
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if ($self->{_numeric}=~/R/i){ |
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140
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1
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6
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5
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$self->{_sortfuncrow}= sub {$a <=> $b} } |
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6
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13
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141
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else{ |
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142
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12
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28
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84
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$self->{_sortfuncrow}= sub {$a cmp $b} }; |
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28
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56
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143
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} |
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144
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13
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31
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bless $self,$class; |
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145
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13
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100
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88
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$self->{_OK}=$self->{_donotvalidate} || $self->_validate ; |
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146
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13
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47
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return $self; |
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147
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} |
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148
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149
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=head2 pivot |
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150
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151
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@pivotedtable = $pivoter->pivot (@rawtable); |
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152
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153
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The pivoter method actually performs the pivot with the parameters given in new |
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154
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and returns the pivoted table. |
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155
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156
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=cut |
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157
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158
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159
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sub pivot{ |
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160
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7
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7
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1
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62
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my $self = shift; |
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161
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7
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11
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my($table,$rows,$r,$c,$g,%rkeys,%ckeys,%gkeys,%hashtable,@pivot, @table); |
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162
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7
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9
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@table = @{ shift() }; # Throws in a ref, needs the table |
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7
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20
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163
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7
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50
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26
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print "Pivot[R,C]: $self->{_rowhead},$self->{_colhead}\n" if $debug > 3; |
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164
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7
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20
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for ($rows = 0;$rows < @table;$rows++){ |
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165
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54
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50
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108
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print "[\$rows: $rows]Pivot[R,C]: $self->{_rowhead},$self->{_colhead}\n" |
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166
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if $debug > 3; |
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167
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54
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50
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97
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print "row :>$table[$rows][$self->{_rowhead}]<\n" if $debug > 3; |
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168
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54
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50
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109
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print "col :>$table[$rows][$self->{_colhead}]<\n" if $debug > 3; |
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169
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54
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84
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my $row = $table[$rows][$self->{_rowhead}]; |
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170
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54
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67
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my $col = $table[$rows][$self->{_colhead}]; |
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171
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54
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55
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my $group; |
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172
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# Collects the unique row, col and group values |
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173
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54
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100
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114
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$rkeys{$row}=++$r unless $rkeys{$row}; |
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174
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54
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100
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108
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$ckeys{$col}=++$c unless $ckeys{$col}; |
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175
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54
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50
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96
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if ($self->{_group}){ |
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176
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0
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0
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$group = $table[$rows][$self->{_group}]; |
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177
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0
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0
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0
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$gkeys{$group}=++$g unless $gkeys{$group}; |
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178
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} |
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179
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54
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48
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my $ref; # Referres to the element in the pivot hash |
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180
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54
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50
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133
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if (defined $group){ |
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181
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0
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0
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$ref=\$hashtable{$row}{$col}{$group} |
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182
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}else{ |
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183
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54
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103
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$ref=\$hashtable{$row}{$col} |
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184
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} |
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185
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54
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94
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unless ($self->{_function}){ |
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186
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# No function is defined, just picks up the value |
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187
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54
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166
|
$$ref=$table[$rows][$self->{_data}]; |
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188
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}else{ |
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189
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0
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0
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push @$ref, \$table[$rows][$self->{_data}]; |
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190
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# Treats the $ref as an array reference and |
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191
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# collects the data into that array to use the given function on them |
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192
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# after all the data have been collected. |
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193
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} |
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194
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} |
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195
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# Preparing the correct sorting of the data |
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196
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7
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23
|
$self->_keysort(\%rkeys,'R'); |
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197
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7
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21
|
$self->_keysort(\%ckeys,'C'); |
|
198
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199
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# [0][0] is always undef |
|
200
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7
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14
|
$c=1; # Puts in the row headers in the pivottable: |
|
201
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7
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17
|
foreach my $colkey (sort {&{$self->{_sortfunccol}}} keys %ckeys){ |
|
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17
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17
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17
|
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|
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26
|
|
|
202
|
20
|
|
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|
|
41
|
$pivot[0][$c++] = $colkey; |
|
203
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} |
|
204
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|
|
# The row and col headers are in the first column and row |
|
205
|
7
|
|
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|
|
22
|
foreach my $rowkey (sort {&{$self->{_sortfuncrow}}} keys %rkeys){ |
|
|
17
|
|
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|
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19
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17
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31
|
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|
206
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|
|
# Puts in the col headers: |
|
207
|
19
|
|
|
|
|
38
|
$pivot[$rkeys{$rowkey}][0] = $rowkey; |
|
208
|
19
|
|
|
|
|
42
|
foreach my $colkey (sort {&{$self->{_sortfunccol}}} keys %ckeys){ |
|
|
50
|
|
|
|
|
50
|
|
|
|
50
|
|
|
|
|
74
|
|
|
209
|
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|
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|
|
# foreach my $colkey (sort {&{$self->{_sortfunccol}}} keys %ckeys){ |
|
210
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|
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|
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|
|
# Puts in the values in the finished table: |
|
211
|
56
|
|
|
|
|
142
|
$pivot[$rkeys{$rowkey}][$ckeys{$colkey}] = $hashtable{$rowkey}{$colkey}; |
|
212
|
|
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|
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|
|
} |
|
213
|
|
|
|
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|
|
} |
|
214
|
7
|
50
|
|
|
|
21
|
print '@pivot : ',Dumper(\@pivot) if $debug > 5; |
|
215
|
7
|
50
|
|
|
|
16
|
if ($self->{_function}){ |
|
216
|
0
|
|
|
|
|
0
|
for ($r=1,@pivot,$r++){ |
|
217
|
0
|
|
|
|
|
0
|
my $warn = $^W; |
|
218
|
0
|
|
|
|
|
0
|
$^W=undef; |
|
219
|
0
|
|
|
|
|
0
|
my $row=$pivot[$r]; |
|
220
|
0
|
|
|
|
|
0
|
for ($c=1,@{$row},$c++){ |
|
|
0
|
|
|
|
|
0
|
|
|
221
|
0
|
0
|
|
|
|
0
|
print "[$r,$c] @{$pivot[$r][$c]}" if $debug > 2; |
|
|
0
|
|
|
|
|
0
|
|
|
222
|
|
|
|
|
|
|
# eval{$pivot[$r][$c]= eval{$self->{_function}(@{$pivot[$r][$c]})}}; |
|
223
|
0
|
|
|
|
|
0
|
eval{${$pivot[$r][$c]}=$self->{_function}}; |
|
|
0
|
|
|
|
|
0
|
|
|
|
0
|
|
|
|
|
0
|
|
|
224
|
|
|
|
|
|
|
} |
|
225
|
0
|
|
|
|
|
0
|
$^W=$warn; |
|
226
|
|
|
|
|
|
|
} |
|
227
|
0
|
0
|
|
|
|
0
|
print "\n" if $debug >2; |
|
228
|
|
|
|
|
|
|
} |
|
229
|
|
|
|
|
|
|
|
|
230
|
7
|
|
|
|
|
61
|
return \@pivot; |
|
231
|
|
|
|
|
|
|
} |
|
232
|
|
|
|
|
|
|
|
|
233
|
|
|
|
|
|
|
|
|
234
|
|
|
|
|
|
|
=head2 ok |
|
235
|
|
|
|
|
|
|
|
|
236
|
|
|
|
|
|
|
The method may be called to see if the pivoter object is well-defined. If donotvalidate is set, then this method will always return true. |
|
237
|
|
|
|
|
|
|
|
|
238
|
|
|
|
|
|
|
=cut |
|
239
|
|
|
|
|
|
|
|
|
240
|
|
|
|
|
|
|
sub ok{ |
|
241
|
6
|
|
|
6
|
1
|
65
|
my $self=shift; |
|
242
|
6
|
|
|
|
|
20
|
return $self->{_OK} |
|
243
|
|
|
|
|
|
|
} |
|
244
|
|
|
|
|
|
|
|
|
245
|
|
|
|
|
|
|
=head3 New algorithms |
|
246
|
|
|
|
|
|
|
|
|
247
|
|
|
|
|
|
|
A possible enhancement is to use two different types of functions for |
|
248
|
|
|
|
|
|
|
compilation, one which needs all the data avaliable to perform the calculation, |
|
249
|
|
|
|
|
|
|
another that can can be applied to the data before all the datapoints are |
|
250
|
|
|
|
|
|
|
known, (e.g. to return the max value from the data set) to avoid going through |
|
251
|
|
|
|
|
|
|
the data set twice when possible |
|
252
|
|
|
|
|
|
|
|
|
253
|
|
|
|
|
|
|
=cut |
|
254
|
|
|
|
|
|
|
|
|
255
|
|
|
|
|
|
|
=head1 System variables |
|
256
|
|
|
|
|
|
|
|
|
257
|
|
|
|
|
|
|
The variable PIVOTER_DEBUG may be set to get debugging output. A higher numerical |
|
258
|
|
|
|
|
|
|
value gives more output. |
|
259
|
|
|
|
|
|
|
|
|
260
|
|
|
|
|
|
|
=cut |
|
261
|
|
|
|
|
|
|
|
|
262
|
|
|
|
|
|
|
|
|
263
|
|
|
|
|
|
|
=head1 Licencing |
|
264
|
|
|
|
|
|
|
|
|
265
|
|
|
|
|
|
|
This module is distributed under the artistic licence, i.e. the same licence at Perl itself. |
|
266
|
|
|
|
|
|
|
|
|
267
|
|
|
|
|
|
|
=cut |
|
268
|
|
|
|
|
|
|
|
|
269
|
|
|
|
|
|
|
=head1 AUTHOR |
|
270
|
|
|
|
|
|
|
|
|
271
|
|
|
|
|
|
|
Morten A.K. Sickel, Morten.Sickel@newmedia.no |
|
272
|
|
|
|
|
|
|
|
|
273
|
|
|
|
|
|
|
=head1 SEE ALSO |
|
274
|
|
|
|
|
|
|
|
|
275
|
|
|
|
|
|
|
perl(1). |
|
276
|
|
|
|
|
|
|
|
|
277
|
|
|
|
|
|
|
=cut |
|
278
|
|
|
|
|
|
|
|
|
279
|
|
|
|
|
|
|
|
|
280
|
|
|
|
|
|
|
1; |
|
281
|
|
|
|
|
|
|
|