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package Data::Math; |
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use Moo; |
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use MooX::Types::MooseLike::Base qw(:all); |
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=head1 NAME |
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Data::Math - arithmetic operations on complex data structures |
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=head1 SYNOPSIS |
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use Data::Math; |
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my $db = Data::Math->new(); |
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# add values in two parallel structures |
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my $data_sum = $dm->calc( '+', $data_structure_1, $data_structure_2 ); |
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# subtracting data structures |
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%gross = ( de => 2345.37, |
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es => 1238.99, |
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us => 1.98, |
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); |
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%costs = ( de => 35.00, |
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es => 259.11, |
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us => 666.66, |
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); |
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my $net = $dm->calc( '-', \%gross, \%costs ); |
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# $net: |
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# { 'de' => '2310.37', |
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# 'es' => '979.88', |
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# 'us' => '-664.68' }; |
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=head1 DESCRIPTION |
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Data::Math is for doing arithmetic operations on roughly |
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parallel data structures. |
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It's pretty clear what a line like this would be meant to do, |
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though Perl does nothing useful with it: |
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%net = %gross - %costs; |
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Instead, Data::Math's calc method can be used: |
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my $net = $dm->calc( '-', \%gross, \%costs ); |
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The code here is customizeable in many ways, but has |
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defaults that should make it easy to use in simple |
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cases. The arithmetic operator is applied to numbers, |
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strings are just passed through if both sides are the same, |
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or concatenated (with '|' separator) if they differ. |
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54
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If there's a numeric field you don't want to do numeric |
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operations on (e.g. 'tax_rate') you can define a pattern |
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in the object's skip_key_patterns array to skip it. |
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58
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=head2 METHODS |
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=over |
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=item new |
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Creates a new Data::Math object. |
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Takes a hash as an argument (i.e. a list of key/value pairs), |
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to provide named fields that become object attributes. |
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These attributes are: |
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=over |
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72
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=item string_policy |
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If the values aren't numbers, instead of the numeric |
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operation, they'll be handled according to the string_policy. |
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The default is concat_if_differ. If there are two different |
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strings, they will be joined together using the L |
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(if not, the string is just passed through). |
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Other allowed settings for string_policy: |
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"pick_one" if there are two different values, use the first one. |
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"pick_2nd" if there are two different values, use the second. |
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85
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=item join_char |
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Defaults to "|". |
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89
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=item skip_key_patterns |
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Skip numeric operation on keys that match any of this list of patterns. |
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=item skip_policy |
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Default: "pick_one", meaning that when we skip applying the |
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numeric operation, by default we'll just pass through the |
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value unchanged, picking the first if they differ. |
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The set of allowed skip policies is a superset of the string_policies. |
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In addition to a string_policy, there's also the 'remove_key' |
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policy, which will remove the matching keys from the result set. |
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103
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=back |
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105
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=cut |
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107
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use 5.008; |
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108
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use Carp; |
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542
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109
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use Data::Dumper; |
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481
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111
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523
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use List::MoreUtils qw( uniq any ); |
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6572
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124
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112
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4692
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use Scalar::Util qw( reftype looks_like_number ); |
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use List::Util qw( max ); |
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458
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115
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4603
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use Scalar::Classify qw( classify classify_pair ); |
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9459
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117
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has string_policy => |
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(is => 'rw', isa => Str, default => 'concat_if_differ' ); |
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120
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has join_char => |
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(is => 'rw', isa => Str, default => '|' ); |
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# array of qr{}s |
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has skip_key_patterns => |
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(is => 'rw', isa => ArrayRef ); |
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has skip_policy => |
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(is => 'rw', isa => Str, default => 'pick_one' ); |
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130
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our $VERSION = '0.01'; |
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my $DEBUG = 0; # unused, at present |
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133
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=item calc |
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135
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Takes an arithmetic operator given as a quoted string as the |
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first argument and applies it to the following references to data |
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structures. |
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139
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Allowed operators: '+', '-', '*', '/' and '%' |
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141
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=cut |
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143
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sub calc { |
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1
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49907
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my $self = shift; |
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51
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my $op = shift; |
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147
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my ($ds1, $ds2, $new); |
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$ds1 = shift; |
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while( @_ ) { |
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$ds2 = shift; |
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152
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# hack to cover two undefs. For perl: undef + undef = 0 |
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if ( not ( defined( $ds1 ) ) && not ( defined( $ds2 ) ) ) { |
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$ds1 = 0; |
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$ds2 = 0; |
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} |
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$new = classify_pair( $ds1, $ds2, { mismatch_policy => 'error' } ); |
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159
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1545
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my $ref = \( $new ); |
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108
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$self->do_calc( $ds1, $ds2, $ref, { op => $op } ); |
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162
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104
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$ds1 = $new; |
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} |
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return $new; |
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} |
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167
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=item do_calc |
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169
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do_calc does recursive descent of two roughly parallel perl |
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structures, performing the indicated operation on each, |
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storing the result in a newly created parallel structure |
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(a reference passed in as the third argument). |
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Typically, the indicated operation is a simple numeric operator, |
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defaulting to '+'. The operator may be supplied as the 'op' option: |
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177
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$self->do_calc( $structure1, $structure2, $result_structure, { op => '-' }; |
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179
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=cut |
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181
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sub do_calc { |
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350
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350
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1
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my $self = shift; |
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350
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231
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my $ds1 = shift; |
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350
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209
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my $ds2 = shift; |
185
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350
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233
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my $ref = shift; |
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187
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350
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190
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my $opt = shift; |
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350
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50
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549
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my $op = $opt->{op} || '+'; |
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190
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350
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5170
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my $skip_key_patterns = $self->skip_key_patterns; |
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350
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8363
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my $skip_policy = $self->skip_policy; |
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193
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350
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4926
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my ( $new, $refcode, $class ) = |
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classify_pair( $ds1, $ds2, { mismatch_policy => 'error' } ); |
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196
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350
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10379
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return unless defined $refcode; |
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198
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# First, we do the scalar cases |
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524
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if ( $refcode eq ':NUMBER:' ) { |
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200
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156
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295
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my $result = |
201
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$self->numeric_handler( $ds1, $ds2, { op => $op } ); |
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156
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151
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${ $ref } = $result; |
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376
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203
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} |
204
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elsif ( $refcode eq ':STRING:' ) { |
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83
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108
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my $result = |
206
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$self->string_handler( $ds1, $ds2 ); |
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83
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65
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${ $ref } = $result; |
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208
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} else { # working on refs |
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210
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# ultimately, we call do_calc recursively but we need to first |
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# put the right default in the new structure we're building up. |
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213
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# Need to expand the ref and call do_calc on each item, |
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# first creating a parallel location, and passing a *ref* to the |
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# parallel location as new_ref. |
216
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217
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101
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65
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${ $ref } = $new; |
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101
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103
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218
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219
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101
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100
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157
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if ($refcode eq 'HASH') { |
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50
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220
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87
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130
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my ($keys, $qh1, $qh2) = $self->qualify_hash( $ds1, $ds2 ); |
221
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222
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KEY: |
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87
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69
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foreach my $k ( @{ $keys } ) { |
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87
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112
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224
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223
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190
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my $v1 = $qh1->{ $k }; |
225
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223
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166
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my $v2 = $qh2->{ $k }; |
226
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227
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# skip key feature |
228
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223
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149
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foreach my $rule ( @{ $skip_key_patterns } ) { |
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223
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257
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229
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15
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100
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38
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if( $k =~ /$rule/ ) { |
230
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231
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2
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50
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4
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unless( $skip_policy eq 'remove_key' ) { # TODO other policies? |
232
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233
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# actually, the default usually works out to just use first value |
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2
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4
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${ $ref }->{ $k } = |
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2
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5
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235
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$self->string_handler( $v1, $v2, $skip_policy ); |
236
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237
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# TODO support all string_policy as skip_policy, |
238
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# by using string_handler like this with a policy override |
239
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# Also support a skip policy of "treat_as_string" |
240
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# using object-level string_policy |
241
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242
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} |
243
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2
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4
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next KEY; |
244
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} |
245
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} |
246
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247
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221
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453
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my $new = classify_pair( $v1, $v2, { mismatch_policy => 'error' } ); |
248
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249
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# Need to assign *this* $new to the given point |
250
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# to the href in the output structure, using this key |
251
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# Then get a reference to this and use in recursive call to do_calc. |
252
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# (Gotta be a better way to express this.) |
253
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220
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5915
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${ $ref }->{ $k } = $new; |
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220
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273
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254
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220
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142
|
my $item_ref = \( ${ $ref }->{ $k } ); |
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220
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185
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255
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256
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220
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323
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$self->do_calc( $v1, $v2, $item_ref, $opt ); |
257
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} # next foreach my $k |
258
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} |
259
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elsif ($refcode eq 'ARRAY') { |
260
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14
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25
|
my ($limit, $vals1, $vals2) = $self->qualify_array( $ds1, $ds2 ); |
261
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262
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14
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20
|
foreach my $i ( 0 .. $limit ) { |
263
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89
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69
|
my $v1 = $vals1->[ $i ]; |
264
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89
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57
|
my $v2 = $vals2->[ $i ]; |
265
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89
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81
|
my $item_ref = \( $new->[ $i ] ); |
266
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89
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118
|
$self->do_calc( $v1, $v2, $item_ref, $opt ); |
267
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} |
268
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} |
269
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} |
270
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} |
271
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272
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|
=item qualify_hash |
273
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274
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|
Given two hash references, returns a joint list of keys, |
275
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and two "qualified" versions of the hashes, where undef |
276
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|
values are replaced with default values based on the type |
277
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|
of what's in the parallel location in the other hash. |
278
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279
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|
Example usage: |
280
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281
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|
my ($keys, $qh1, $qh2) = $self->qualify_hash( $ds1, $ds2 ); |
282
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283
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|
=cut |
284
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285
|
|
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|
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|
|
sub qualify_hash { |
286
|
91
|
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|
91
|
1
|
7128
|
my $self = shift; |
287
|
91
|
|
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|
76
|
my $h1 = shift; |
288
|
91
|
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|
70
|
my $h2 = shift; |
289
|
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290
|
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|
|
# no warnings 'uninitialized'; # TODO not needed, right? |
291
|
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|
|
|
292
|
91
|
|
|
|
|
59
|
my @keys = uniq ( keys %{ $h1 }, keys %{ $h2 } ); |
|
91
|
|
|
|
|
142
|
|
|
91
|
|
|
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|
457
|
|
293
|
|
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|
294
|
91
|
|
|
|
|
140
|
my ( %new1, %new2 ); |
295
|
91
|
|
|
|
|
112
|
foreach my $key ( @keys ) { |
296
|
251
|
|
|
|
|
4582
|
$new1{ $key } = $h1->{ $key }; |
297
|
251
|
|
|
|
|
224
|
$new2{ $key } = $h2->{ $key }; |
298
|
|
|
|
|
|
|
|
299
|
251
|
|
|
|
|
462
|
classify_pair( $new1{ $key }, $new2{ $key }, { also_qualify => 1 } ); |
300
|
|
|
|
|
|
|
} |
301
|
|
|
|
|
|
|
|
302
|
91
|
|
|
|
|
2885
|
return (\@keys, \%new1, \%new2 ); |
303
|
|
|
|
|
|
|
} |
304
|
|
|
|
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|
|
305
|
|
|
|
|
|
|
=item qualify_array |
306
|
|
|
|
|
|
|
|
307
|
|
|
|
|
|
|
Given two array references, returns the maximum index limit |
308
|
|
|
|
|
|
|
and two "qualified" versions of the arrays, where undef |
309
|
|
|
|
|
|
|
values are replaced with default values based on the type |
310
|
|
|
|
|
|
|
of what's in the parallel location in the other hash. |
311
|
|
|
|
|
|
|
|
312
|
|
|
|
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|
|
Example usage: |
313
|
|
|
|
|
|
|
|
314
|
|
|
|
|
|
|
my ( $limit, $aref1, $aref2 ) = $self->qualify_array( $aref1, $aref2 ); |
315
|
|
|
|
|
|
|
|
316
|
|
|
|
|
|
|
=cut |
317
|
|
|
|
|
|
|
|
318
|
|
|
|
|
|
|
sub qualify_array { |
319
|
18
|
|
|
18
|
1
|
5749
|
my $self = shift; |
320
|
18
|
|
50
|
|
|
30
|
my $a1 = shift || []; |
321
|
18
|
|
50
|
|
|
28
|
my $a2 = shift || []; |
322
|
|
|
|
|
|
|
|
323
|
18
|
|
|
|
|
26
|
my $policy_opt = { mismatch_policy => 'error'}; |
324
|
|
|
|
|
|
|
|
325
|
18
|
|
|
|
|
11
|
my $lim1 = $#{ $a1 }; |
|
18
|
|
|
|
|
22
|
|
326
|
18
|
|
|
|
|
16
|
my $lim2 = $#{ $a2 }; |
|
18
|
|
|
|
|
18
|
|
327
|
|
|
|
|
|
|
|
328
|
18
|
|
|
|
|
29
|
my $limit = max( $lim1, $lim2 ); |
329
|
|
|
|
|
|
|
|
330
|
|
|
|
|
|
|
# Make copies (burning memory to avoid touching originals) |
331
|
18
|
|
|
|
|
15
|
my @new1 = @{ $a1 }; |
|
18
|
|
|
|
|
30
|
|
332
|
18
|
|
|
|
|
14
|
my @new2 = @{ $a2 }; |
|
18
|
|
|
|
|
21
|
|
333
|
|
|
|
|
|
|
|
334
|
|
|
|
|
|
|
# replace undefs on one side with default depending on other side: |
335
|
|
|
|
|
|
|
# e.g. 0 '' [] {} |
336
|
18
|
|
|
|
|
38
|
foreach my $i ( 0 .. $limit ) { |
337
|
109
|
|
|
|
|
2824
|
classify_pair( $new1[ $i ], $new2[ $i ], { also_qualify => 1 } ); |
338
|
|
|
|
|
|
|
} |
339
|
18
|
|
|
|
|
517
|
return ( $limit, \@new1, \@new2 ); |
340
|
|
|
|
|
|
|
} |
341
|
|
|
|
|
|
|
|
342
|
|
|
|
|
|
|
|
343
|
|
|
|
|
|
|
|
344
|
|
|
|
|
|
|
=item numeric_handler |
345
|
|
|
|
|
|
|
|
346
|
|
|
|
|
|
|
Perform the indicated numeric operation on the two arguments. |
347
|
|
|
|
|
|
|
The operation is passed in as an option named "op", included in |
348
|
|
|
|
|
|
|
the options hashref in the third position. |
349
|
|
|
|
|
|
|
|
350
|
|
|
|
|
|
|
Example usage: |
351
|
|
|
|
|
|
|
|
352
|
|
|
|
|
|
|
my $result = |
353
|
|
|
|
|
|
|
$self->numeric_handler( $ds1, $ds2, { op => '-' } ); |
354
|
|
|
|
|
|
|
|
355
|
|
|
|
|
|
|
=cut |
356
|
|
|
|
|
|
|
|
357
|
|
|
|
|
|
|
sub numeric_handler { |
358
|
156
|
|
|
156
|
1
|
118
|
my $self = shift; |
359
|
156
|
|
|
|
|
105
|
my $s1 = shift; |
360
|
156
|
|
|
|
|
129
|
my $s2 = shift; |
361
|
156
|
|
|
|
|
100
|
my $opt = shift; |
362
|
|
|
|
|
|
|
|
363
|
156
|
|
50
|
|
|
236
|
my $op = $opt->{op} || '+'; |
364
|
156
|
|
|
|
|
103
|
my $result; |
365
|
156
|
100
|
100
|
|
|
452
|
$s1 = 0 if( $s2 && not( $s1 ) ); |
366
|
156
|
100
|
100
|
|
|
389
|
$s2 = 0 if( $s1 && not( $s2 ) ); |
367
|
|
|
|
|
|
|
|
368
|
156
|
100
|
|
|
|
209
|
if ( $op eq '+' ) { |
|
|
50
|
|
|
|
|
|
|
|
0
|
|
|
|
|
|
|
|
0
|
|
|
|
|
|
|
|
0
|
|
|
|
|
|
369
|
109
|
|
|
|
|
90
|
$result = $s1 + $s2; |
370
|
|
|
|
|
|
|
} elsif ( $op eq '-' ) { |
371
|
47
|
|
|
|
|
48
|
$result = $s1 - $s2; |
372
|
|
|
|
|
|
|
} elsif ( $op eq '*' ) { |
373
|
0
|
|
|
|
|
0
|
$result = $s1 * $s2; |
374
|
|
|
|
|
|
|
} elsif ( $op eq '/' ) { |
375
|
0
|
|
|
|
|
0
|
$result = $s1 / $s2 |
376
|
|
|
|
|
|
|
} elsif ( $op eq '%' ) { |
377
|
0
|
|
|
|
|
0
|
$result = $s1 % $s2 |
378
|
|
|
|
|
|
|
} |
379
|
156
|
|
|
|
|
165
|
return $result; |
380
|
|
|
|
|
|
|
} |
381
|
|
|
|
|
|
|
|
382
|
|
|
|
|
|
|
=item string_handler |
383
|
|
|
|
|
|
|
|
384
|
|
|
|
|
|
|
Handle two string arguments, according to the "string_policy" |
385
|
|
|
|
|
|
|
defined for this object. The default string handling behavior is |
386
|
|
|
|
|
|
|
to pass through the existing string if there's just one available |
387
|
|
|
|
|
|
|
or if there are two, to concatenate them using the object's |
388
|
|
|
|
|
|
|
"join_char" (typically a '|'). |
389
|
|
|
|
|
|
|
|
390
|
|
|
|
|
|
|
Other allowed values of "string_policy" are: |
391
|
|
|
|
|
|
|
|
392
|
|
|
|
|
|
|
"pick_one" if there are two different values, use the first one. |
393
|
|
|
|
|
|
|
"pick_2nd" if there are two different values, use the second. |
394
|
|
|
|
|
|
|
|
395
|
|
|
|
|
|
|
Example usage: |
396
|
|
|
|
|
|
|
|
397
|
|
|
|
|
|
|
my $result = $self->string_handler( $ds1, $ds2 ); |
398
|
|
|
|
|
|
|
|
399
|
|
|
|
|
|
|
# override object level string_policy |
400
|
|
|
|
|
|
|
my $result = $self->string_handler( $ds1, $ds2, 'pick_one' ); |
401
|
|
|
|
|
|
|
|
402
|
|
|
|
|
|
|
=cut |
403
|
|
|
|
|
|
|
|
404
|
|
|
|
|
|
|
sub string_handler { |
405
|
108
|
|
|
108
|
1
|
9298
|
my $self = shift; |
406
|
108
|
|
|
|
|
83
|
my $s1 = shift; |
407
|
108
|
|
|
|
|
78
|
my $s2 = shift; |
408
|
108
|
|
66
|
|
|
1442
|
my $policy = shift || $self->string_policy; |
409
|
108
|
|
|
|
|
4729
|
my $join_char = $self->join_char; |
410
|
|
|
|
|
|
|
|
411
|
|
|
|
|
|
|
# silence complaints when doing 'ne' on an undef |
412
|
12
|
|
|
12
|
|
64
|
no warnings 'uninitialized'; |
|
12
|
|
|
|
|
13
|
|
|
12
|
|
|
|
|
2205
|
|
413
|
|
|
|
|
|
|
|
414
|
108
|
|
|
|
|
3250
|
my $result; |
415
|
|
|
|
|
|
|
|
416
|
108
|
100
|
100
|
|
|
352
|
if ($policy eq 'default' || $policy eq 'concat_if_differ') { |
|
|
100
|
|
|
|
|
|
|
|
50
|
|
|
|
|
|
417
|
|
|
|
|
|
|
# print STDERR "MEEP: concat_if_differ\n"; |
418
|
90
|
100
|
|
|
|
138
|
if ( $s1 ne $s2 ) { |
|
|
50
|
|
|
|
|
|
419
|
56
|
100
|
100
|
|
|
246
|
if ( not( defined $s1 ) || $s1 eq '' ) { |
|
|
100
|
100
|
|
|
|
|
420
|
23
|
|
|
|
|
24
|
$result = $s2; |
421
|
|
|
|
|
|
|
} elsif ( not( defined $s2 ) || $s2 eq '' ) { |
422
|
19
|
|
|
|
|
25
|
$result = $s1; |
423
|
|
|
|
|
|
|
} else { |
424
|
14
|
|
|
|
|
23
|
$result = $s1 . $join_char. $s2; |
425
|
|
|
|
|
|
|
} |
426
|
|
|
|
|
|
|
} elsif ( $s1 eq $s2 ) { |
427
|
34
|
|
|
|
|
36
|
$result = $s1; |
428
|
|
|
|
|
|
|
} |
429
|
|
|
|
|
|
|
} |
430
|
|
|
|
|
|
|
elsif ( $policy eq 'pick_one') { |
431
|
|
|
|
|
|
|
|
432
|
10
|
100
|
|
|
|
20
|
if ( $s1 ne $s2 ) { |
|
|
50
|
|
|
|
|
|
433
|
8
|
100
|
100
|
|
|
44
|
if ( not( defined $s2 ) || $s2 eq '' ) { |
|
|
100
|
100
|
|
|
|
|
434
|
2
|
|
|
|
|
3
|
$result = $s1; |
435
|
|
|
|
|
|
|
} elsif ( not( defined $s1 ) || $s1 eq '' ) { |
436
|
2
|
|
|
|
|
21
|
$result = $s2; |
437
|
|
|
|
|
|
|
} else { |
438
|
4
|
|
|
|
|
5
|
$result = $s1; # favor the first if the second is different |
439
|
|
|
|
|
|
|
} |
440
|
|
|
|
|
|
|
} elsif ( $s1 eq $s2 ) { |
441
|
2
|
|
|
|
|
2
|
$result = $s1; |
442
|
|
|
|
|
|
|
} |
443
|
|
|
|
|
|
|
} |
444
|
|
|
|
|
|
|
|
445
|
|
|
|
|
|
|
elsif ( $policy eq 'pick_2nd') { |
446
|
8
|
100
|
|
|
|
13
|
if ( $s1 ne $s2 ) { |
|
|
50
|
|
|
|
|
|
447
|
7
|
100
|
100
|
|
|
40
|
if ( not( defined $s1 ) || $s1 eq '' ) { |
|
|
100
|
100
|
|
|
|
|
448
|
2
|
|
|
|
|
2
|
$result = $s2; |
449
|
|
|
|
|
|
|
} elsif ( not( defined $s2 ) || $s2 eq '' ) { |
450
|
2
|
|
|
|
|
3
|
$result = $s1; |
451
|
|
|
|
|
|
|
} else { |
452
|
3
|
|
|
|
|
4
|
$result = $s2; # favor the second if it differs from the first |
453
|
|
|
|
|
|
|
} |
454
|
|
|
|
|
|
|
} elsif ( $s1 eq $s2 ) { |
455
|
1
|
|
|
|
|
2
|
$result = $s2; |
456
|
|
|
|
|
|
|
} |
457
|
|
|
|
|
|
|
} else { |
458
|
0
|
|
|
|
|
0
|
carp "Data::Math: Unsupported string_policy: $policy"; |
459
|
|
|
|
|
|
|
} |
460
|
108
|
|
|
|
|
148
|
return $result; |
461
|
|
|
|
|
|
|
} |
462
|
|
|
|
|
|
|
|
463
|
|
|
|
|
|
|
1; |
464
|
|
|
|
|
|
|
|
465
|
|
|
|
|
|
|
# A Mouse/Moose performance tweak |
466
|
|
|
|
|
|
|
__PACKAGE__->meta->make_immutable(); |
467
|
|
|
|
|
|
|
|
468
|
|
|
|
|
|
|
1; |
469
|
|
|
|
|
|
|
|
470
|
|
|
|
|
|
|
=back |
471
|
|
|
|
|
|
|
|
472
|
|
|
|
|
|
|
=head1 TODO |
473
|
|
|
|
|
|
|
|
474
|
|
|
|
|
|
|
o look into 'preserve_source' options and such to |
475
|
|
|
|
|
|
|
improve memory efficiency |
476
|
|
|
|
|
|
|
|
477
|
|
|
|
|
|
|
o try an operator overload interface |
478
|
|
|
|
|
|
|
|
479
|
|
|
|
|
|
|
o examine possibility of arbitrary user-defineable |
480
|
|
|
|
|
|
|
operations (pattern/action callbacks?) |
481
|
|
|
|
|
|
|
|
482
|
|
|
|
|
|
|
=head1 AUTHOR |
483
|
|
|
|
|
|
|
|
484
|
|
|
|
|
|
|
Joseph Brenner, Edoom@kzsu.stanford.eduE |
485
|
|
|
|
|
|
|
|
486
|
|
|
|
|
|
|
=head1 COPYRIGHT AND LICENSE |
487
|
|
|
|
|
|
|
|
488
|
|
|
|
|
|
|
Copyright (C) 2016 by Joseph Brenner |
489
|
|
|
|
|
|
|
|
490
|
|
|
|
|
|
|
This library is free software; you can redistribute it and/or modify |
491
|
|
|
|
|
|
|
it under the same terms as Perl itself. |
492
|
|
|
|
|
|
|
|
493
|
|
|
|
|
|
|
See http://dev.perl.org/licenses/ for more information. |
494
|
|
|
|
|
|
|
|
495
|
|
|
|
|
|
|
=cut |