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package Text::CSV::Pivot; |
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$Text::CSV::Pivot::VERSION = '0.09'; |
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$Text::CSV::Pivot::AUTHORITY = 'cpan:MANWAR'; |
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=head1 NAME |
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Text::CSV::Pivot - Transform CSV file into Pivot Table format. |
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=head1 VERSION |
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Version 0.09 |
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=cut |
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use strict; use warnings; |
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use 5.008; |
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use Text::CSV; |
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use File::Basename; |
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sub new { |
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my ($class, @args) = @_; |
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die "ERROR: Parameters have to be hashref." |
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if (@args == 1 && ((ref $args[0]) ne 'HASH')); |
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my @required_keys = qw(input_file col_key_idx col_name_idx col_value_idx); |
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my @optional_keys = qw(output_file col_skip_idx); |
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my $self = {}; |
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foreach my $key (@required_keys) { |
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my $val = $args[0]->{$key}; |
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die "ERROR: Missing required key '$key'." unless (defined $val); |
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$self->{$key} = delete $args[0]->{$key}; |
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} |
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foreach my $key (@optional_keys) { |
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my $val = $args[0]->{$key}; |
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if (defined $val) { |
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$self->{$key} = delete $args[0]->{$key}; |
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} |
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} |
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$self->{col_skip_idx} = [] unless (exists $self->{col_skip_idx}); |
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$args[0]->{binary} = 1 unless (exists $args[0]->{binary}); |
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$self->{'_csv_handler'} = Text::CSV->new($args[0]) |
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or die "ERROR: Can't use CSV: ".Text::CSV->error_diag; |
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my $input_file = $self->{'input_file'}; |
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open(my $in, '<:encoding(utf8)', $input_file) |
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or die "ERROR: Can't open input file $input_file [$!]\n"; |
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$self->{'input_file'} = $in; |
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my $output_file = $self->{'output_file'}; |
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if (!defined $output_file) { |
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$output_file = fileparse($input_file, '\.[^\.]*'); |
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$output_file = sprintf("%s.pivot.csv", $output_file); |
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} |
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open(my $out, '>:encoding(utf8)', $output_file) |
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or die "ERROR: Can't open output file $output_file [$!]\n"; |
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$self->{'output_file'} = $out; |
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$self->{'_old_columns'} = $self->{'_csv_handler'}->getline($in); |
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bless $self, $class; |
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$self->_process_data; |
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return $self; |
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} |
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=head1 DESCRIPTION |
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Recently I was asked to prepare pivot table using csv file at work. Having done |
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that using quick and dirty perl script, I decided to clean up and make it generic |
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so that others can also benefit. |
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Below is sample data, I used for prototype as source csv file. |
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+----------------+-----------+--------+--------+ |
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| Student | Subject | Result | Year | |
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+----------------+-----------+--------+--------+ |
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| Smith, John | Music | 7.0 | Year 1 | |
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| Smith, John | Maths | 4.0 | Year 1 | |
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| Smith, John | History | 9.0 | Year 1 | |
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| Smith, John | Language | 7.0 | Year 1 | |
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| Smith, John | Geography | 9.0 | Year 1 | |
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| Gabriel, Peter | Music | 2.0 | Year 1 | |
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| Gabriel, Peter | Maths | 10.0 | Year 1 | |
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| Gabriel, Peter | History | 7.0 | Year 1 | |
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| Gabriel, Peter | Language | 4.0 | Year 1 | |
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| Gabriel, Peter | Geography | 10.0 | Year 1 | |
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+----------------+-----------+--------+--------+ |
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I aim to get something like this below. |
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+----------------+--------+-----------+---------+----------+-------+-------+ |
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| Student | Year | Geography | History | Language | Maths | Music | |
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+----------------+--------+-----------+---------+----------+-------+-------+ |
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| Gabriel, Peter | Year 1 | 10.0 | 7.0 | 4.0 | 10.0 | 2.0 | |
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| Smith, John | Year 1 | 9.0 | 9.0 | 7.0 | 4.0 | 7.0 | |
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+----------------+--------+-----------+---------+----------+-------+-------+ |
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With the help of L, I came up with the following solution. |
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use strict; use warnings; |
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use Text::CSV::Pivot; |
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Text::CSV::Pivot->new({ input_file => 'sample.csv', |
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col_key_idx => 0, |
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col_name_idx => 1, |
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col_value_idx => 2 })->transform; |
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After executing the above code, I got the expected result in C. |
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=head1 SYNOPSIS |
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120
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Let's assume we have the following source csv file (sample.csv): |
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+----------------+-----------+-----------------+ |
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| Student | Subject | Result | Year | |
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+----------------+-----------+--------+--------+ |
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| Smith, John | Music | 7.0 | Year 1 | |
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| Smith, John | Maths | 4.0 | Year 1 | |
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| Smith, John | History | 9.0 | Year 1 | |
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| Smith, John | Geography | 9.0 | Year 1 | |
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| Gabriel, Peter | Music | 2.0 | Year 1 | |
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| Gabriel, Peter | Maths | 10.0 | Year 1 | |
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| Gabriel, Peter | History | 7.0 | Year 1 | |
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| Gabriel, Peter | Language | 4.0 | Year 1 | |
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+----------------+-----------+--------+--------+ |
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If you notice, the student C<"Smith, John"> do not have any score for the subject |
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C<"Language"> and the student C<"Gabriel, Peter"> missing score for C<"Geography">. |
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138
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use strict; use warnings; |
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use Text::CSV::Pivot; |
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Text::CSV::Pivot->new({ input_file => 'sample.csv', |
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col_key_idx => 0, |
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col_name_idx => 1, |
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col_value_idx => 2 })->transform; |
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146
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The above code would then create the result in C as below: |
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+----------------+--------+-----------+---------+----------+-------+-------+ |
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| Student | Year | Geography | History | Language | Maths | Music | |
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+----------------+--------+-----------+---------+----------+-------+-------+ |
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| Gabriel, Peter | Year 1 | 10.0 | 7.0 | | 10.0 | 2.0 | |
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| Smith, John | Year 1 | | 9.0 | 7.0 | 4.0 | 7.0 | |
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+----------------+--------+-----------+---------+----------+-------+-------+ |
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In case, we would want to skip C<"Year"> column then the following code: |
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use strict; use warnings; |
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use Text::CSV::Pivot; |
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Text::CSV::Pivot->new({ input_file => 'sample.csv', |
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col_key_idx => 0, |
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col_name_idx => 1, |
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col_value_idx => 2, |
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col_skip_idx => [3] })->transform; |
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You should get the result in C as below: |
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+----------------+-----------+---------+----------+-------+-------+ |
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| Student | Geography | History | Language | Maths | Music | |
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+----------------+-----------+---------+----------+-------+-------+ |
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| Gabriel, Peter | 10.0 | 7.0 | | 10.0 | 2.0 | |
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| Smith, John | | 9.0 | 7.0 | 4.0 | 7.0 | |
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+----------------+-----------+---------+----------+-------+-------+ |
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=head1 CLI |
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With the C or above, there is a CLI tool supplied with the |
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distribution called C. |
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Usage: csv-pivot [OPTIONS]... |
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OPTIONS: |
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-i, --i, -input-file, --input-file=s input file (required) |
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-o, --o, -output-file, --output-file=s output file (optional) |
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-k, --k, -col-key-idx, --col-key-idx=i key column index (required) |
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-n, --n, -col-name-idx, --col-name-idx=i name column index (required) |
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-v, --v, -col-value-idx, --col-value-idx=i value column index (required) |
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-s, --s, -col-skip-idx, --col-skip-idx=s comma separated skip column index (optional) |
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-h, --help print this message |
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191
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If you want to do something like below: |
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193
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use strict; use warnings; |
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use Text::CSV::Pivot; |
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196
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Text::CSV::Pivot->new({ input_file => 'sample.csv', |
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col_key_idx => 0, |
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col_name_idx => 1, |
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col_value_idx => 2, |
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col_skip_idx => [3] })->transform; |
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202
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Then this can be achieved using CLI C like below: |
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$ cvs-pivot -i sample.csv -k 0 -n 1 -v 2 -s 3 |
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=head1 CONSTRUCTOR |
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The following table explains the parameters for the constructor. However you can |
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also pass any valid parameters for C. |
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+---------------+----------+---------------------------------------------------+ |
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| Name | Required | Description | |
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+---------------+----------+---------------------------------------------------+ |
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| input_file | Yes | Path to the source csv file. | |
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| output_file | No | Path to the output csv file. | |
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| col_key_idx | Yes | Column index that uniquely identify each row. | |
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| col_name_idx | Yes | Column index that would provide new column name. | |
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| col_value_idx | Yes | Column index that would provide new column value. | |
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| col_skip_idx | No | Column index to ignore in the output csv. | |
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+---------------+----------+---------------------------------------------------+ |
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Please note C is optional. If missing, it would create one for you. For |
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example if you provide C as B<"sample.csv"> then it would create output |
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file as B<"sample.pivot.csv">. |
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Column index starts with 0, left to right. So in the example below, the C |
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would be 0. Similarly C and C would be 1 and 2 resp. In |
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case, we would want to skip the column C<"Year"> in the output file, then C |
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would be [3]. All index related parameters except C would expect number |
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0 or more. The C would expected an C of column index. |
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+----------------+-----------+--------+--------+ |
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| Student | Subject | Result | Year | |
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+----------------+-----------+--------+--------+ |
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| Smith, John | Music | 7.0 | Year 1 | |
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| Smith, John | Maths | 4.0 | Year 1 | |
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| Smith, John | History | 9.0 | Year 1 | |
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| Smith, John | Language | 7.0 | Year 1 | |
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| Smith, John | Geography | 9.0 | Year 1 | |
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| Gabriel, Peter | Music | 2.0 | Year 1 | |
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| Gabriel, Peter | Maths | 10.0 | Year 1 | |
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| Gabriel, Peter | History | 7.0 | Year 1 | |
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| Gabriel, Peter | Language | 4.0 | Year 1 | |
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| Gabriel, Peter | Geography | 10.0 | Year 1 | |
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+----------------+-----------+--------+--------+ |
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Let's assume, we want column C<"Student"> to be our key column, the C<"Subject"> |
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column to provide us the new column name and C<"Result"> column for the values. |
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Also C<"Year"> column to be skipped.Then the call would look like something below: |
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use strict; use warnings; |
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use Text::CSV::Pivot; |
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Text::CSV::Pivot->new({ input_file => 'sample.csv', |
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output_file => 'output.csv', |
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col_key_idx => 0, |
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col_name_idx => 1, |
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col_value_idx => 2, |
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col_skip_idx => [3] })->transform; |
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=head1 METHODS |
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=head2 transform() |
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Tranform the source csv into the corresponding pivot csv based on the data passed |
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to the constructor. |
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268
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=cut |
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270
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sub transform { |
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4
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4
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1
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7
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my ($self) = @_; |
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4
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6
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my $csv = $self->{'_csv_handler'}; |
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4
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5
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my $out = $self->{'output_file'}; |
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4
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4
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my $raw_data = $self->{'_raw_data'}; |
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4
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4
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my $col_key_idx = $self->{'col_key_idx'}; |
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4
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5
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my $col_name_idx = $self->{'col_name_idx'}; |
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4
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4
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my $col_value_idx = $self->{'col_value_idx'}; |
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4
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6
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my $col_skip_idx = $self->{'col_skip_idx'}; |
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4
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4
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my $old_columns = $self->{'_old_columns'}; |
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4
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4
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my $new_columns = $self->{'_new_columns'}; |
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283
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4
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4
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my $new_column_headers = []; |
284
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4
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10
|
foreach my $index (0 .. $#$old_columns) { |
285
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16
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100
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100
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51
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next if (($index == $col_name_idx) |
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100
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286
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|| ($index == $col_value_idx) |
287
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|| (grep($_ == $index, @$col_skip_idx) > 0)); |
288
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7
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12
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push @$new_column_headers, $old_columns->[$index]; |
289
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} |
290
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4
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5
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foreach my $new_column (@$new_columns) { |
291
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20
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25
|
push @$new_column_headers, $new_column; |
292
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} |
293
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294
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4
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16
|
$csv->eol("\r\n"); |
295
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4
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76
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$csv->print($out, $new_column_headers); |
296
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4
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38
|
foreach my $key (sort keys %$raw_data) { |
297
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8
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32
|
my $row = []; |
298
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8
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13
|
$row->[$col_key_idx] = $key; |
299
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8
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13
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foreach my $index (0 .. $#$old_columns) { |
300
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32
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100
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100
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93
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next if (($index == $col_key_idx) |
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100
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100
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301
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|| ($index == $col_name_idx) |
302
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|| ($index == $col_value_idx) |
303
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|| (grep($_ == $index, @$col_skip_idx) > 0)); |
304
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305
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6
|
100
|
66
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18
|
if (($index > $col_name_idx) || ($index > $col_value_idx)) { |
306
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2
|
50
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5
|
if ($col_name_idx > $col_value_idx) { |
307
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0
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0
|
$row->[$index-$col_name_idx] = $raw_data->{$key}->{$old_columns->[$index]}; |
308
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} |
309
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else { |
310
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2
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6
|
$row->[$index-$col_value_idx] = $raw_data->{$key}->{$old_columns->[$index]}; |
311
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} |
312
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} |
313
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else { |
314
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4
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8
|
$row->[$index] = $raw_data->{$key}->{$old_columns->[$index]}; |
315
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} |
316
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} |
317
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318
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8
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14
|
foreach my $column (@$new_columns) { |
319
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40
|
|
100
|
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70
|
push @$row, $raw_data->{$key}->{$column} || ''; |
320
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} |
321
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322
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8
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57
|
$csv->print($out, $row); |
323
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} |
324
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325
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4
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28
|
$csv->eof; |
326
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4
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319
|
close($out); |
327
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} |
328
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329
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# |
330
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# |
331
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# PRIVATE METHODS |
332
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333
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sub _process_data { |
334
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4
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4
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|
8
|
my ($self) = @_; |
335
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336
|
4
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10
|
my $csv = $self->{'_csv_handler'}; |
337
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4
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8
|
my $in = $self->{'input_file'}; |
338
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4
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5
|
my $col_key_idx = $self->{'col_key_idx'}; |
339
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4
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4
|
my $col_name_idx = $self->{'col_name_idx'}; |
340
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4
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5
|
my $col_value_idx = $self->{'col_value_idx'}; |
341
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4
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4
|
my $columns = $self->{'_old_columns'}; |
342
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343
|
4
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6
|
my $raw_data = {}; |
344
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4
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5
|
my $new_columns = {}; |
345
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346
|
4
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|
78
|
while (my $values = $csv->getline($in)) { |
347
|
38
|
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|
|
695
|
my $key = $values->[$col_key_idx]; |
348
|
38
|
|
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|
|
62
|
foreach my $index (0 .. $#$columns) { |
349
|
152
|
100
|
100
|
|
|
354
|
next if (($index == $col_key_idx) || ($index == $col_name_idx) || ($index == $col_value_idx)); |
|
|
|
100
|
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350
|
38
|
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62
|
$raw_data->{$key}->{$columns->[$index]} = $values->[$index]; |
351
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} |
352
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353
|
38
|
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66
|
$raw_data->{$key}->{$values->[$col_name_idx]} = $values->[$col_value_idx]; |
354
|
38
|
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|
|
560
|
$new_columns->{$values->[$col_name_idx]} = 1; |
355
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} |
356
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357
|
4
|
|
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|
|
124
|
$csv->eof; |
358
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4
|
|
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|
48
|
close($in); |
359
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|
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|
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|
360
|
4
|
|
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|
|
28
|
$self->{'_new_columns'} = [ sort keys %$new_columns ]; |
361
|
4
|
|
|
|
|
12
|
$self->{'_raw_data'} = $raw_data; |
362
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|
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} |
363
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364
|
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|
|
=head1 AUTHOR |
365
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366
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|
Mohammad S Anwar, C<< >> |
367
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368
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|
=head1 REPOSITORY |
369
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|
370
|
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|
|
L |
371
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372
|
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|
|
=head1 SEE ALSO |
373
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374
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|
|
=over 4 |
375
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376
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|
|
=item L |
377
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|
378
|
|
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|
|
=back |
379
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380
|
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|
|
=head1 BUGS |
381
|
|
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|
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|
|
|
382
|
|
|
|
|
|
|
Please report any bugs / feature requests to C |
383
|
|
|
|
|
|
|
or through the web interface at L. |
384
|
|
|
|
|
|
|
I will be notified, and then you'll automatically be notified of progress on your |
385
|
|
|
|
|
|
|
bug as I make changes. |
386
|
|
|
|
|
|
|
|
387
|
|
|
|
|
|
|
=head1 SUPPORT |
388
|
|
|
|
|
|
|
|
389
|
|
|
|
|
|
|
You can find documentation for this module with the perldoc command. |
390
|
|
|
|
|
|
|
|
391
|
|
|
|
|
|
|
perldoc Text::CSV::Pivot |
392
|
|
|
|
|
|
|
|
393
|
|
|
|
|
|
|
You can also look for information at: |
394
|
|
|
|
|
|
|
|
395
|
|
|
|
|
|
|
=over 4 |
396
|
|
|
|
|
|
|
|
397
|
|
|
|
|
|
|
=item * RT: CPAN's request tracker |
398
|
|
|
|
|
|
|
|
399
|
|
|
|
|
|
|
L |
400
|
|
|
|
|
|
|
|
401
|
|
|
|
|
|
|
=item * AnnoCPAN: Annotated CPAN documentation |
402
|
|
|
|
|
|
|
|
403
|
|
|
|
|
|
|
L |
404
|
|
|
|
|
|
|
|
405
|
|
|
|
|
|
|
=item * CPAN Ratings |
406
|
|
|
|
|
|
|
|
407
|
|
|
|
|
|
|
L |
408
|
|
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|
|
|
|
|
409
|
|
|
|
|
|
|
=item * Search CPAN |
410
|
|
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|
|
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|
|
411
|
|
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|
|
L |
412
|
|
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|
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|
|
413
|
|
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|
|
|
|
=back |
414
|
|
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|
|
415
|
|
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|
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|
|
=head1 LICENSE AND COPYRIGHT |
416
|
|
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|
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|
417
|
|
|
|
|
|
|
Copyright (C) 2018 Mohammad S Anwar. |
418
|
|
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|
|
|
|
419
|
|
|
|
|
|
|
This program is free software; you can redistribute it and / or modify it under |
420
|
|
|
|
|
|
|
the terms of the the Artistic License (2.0). You may obtain a copy of the full |
421
|
|
|
|
|
|
|
license at: |
422
|
|
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|
|
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|
|
423
|
|
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|
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|
L |
424
|
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425
|
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|
Any use, modification, and distribution of the Standard or Modified Versions is |
426
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|
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|
|
|
|
governed by this Artistic License.By using, modifying or distributing the Package, |
427
|
|
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|
|
|
|
you accept this license. Do not use, modify, or distribute the Package, if you do |
428
|
|
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|
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|
|
not accept this license. |
429
|
|
|
|
|
|
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|
430
|
|
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|
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|
|
If your Modified Version has been derived from a Modified Version made by someone |
431
|
|
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|
|
|
other than you,you are nevertheless required to ensure that your Modified Version |
432
|
|
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|
|
|
|
complies with the requirements of this license. |
433
|
|
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|
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|
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|
434
|
|
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|
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|
|
This license does not grant you the right to use any trademark, service mark, |
435
|
|
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|
|
tradename, or logo of the Copyright Holder. |
436
|
|
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|
|
|
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|
437
|
|
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|
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|
|
This license includes the non-exclusive, worldwide, free-of-charge patent license |
438
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|
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|
|
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|
to make, have made, use, offer to sell, sell, import and otherwise transfer the |
439
|
|
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|
|
|
Package with respect to any patent claims licensable by the Copyright Holder that |
440
|
|
|
|
|
|
|
are necessarily infringed by the Package. If you institute patent litigation |
441
|
|
|
|
|
|
|
(including a cross-claim or counterclaim) against any party alleging that the |
442
|
|
|
|
|
|
|
Package constitutes direct or contributory patent infringement,then this Artistic |
443
|
|
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|
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|
|
License to you shall terminate on the date that such litigation is filed. |
444
|
|
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|
445
|
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|
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|
|
Disclaimer of Warranty: THE PACKAGE IS PROVIDED BY THE COPYRIGHT HOLDER AND |
446
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|
CONTRIBUTORS "AS IS' AND WITHOUT ANY EXPRESS OR IMPLIED WARRANTIES. THE IMPLIED |
447
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|
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|
|
WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, OR |
448
|
|
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NON-INFRINGEMENT ARE DISCLAIMED TO THE EXTENT PERMITTED BY YOUR LOCAL LAW. UNLESS |
449
|
|
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|
REQUIRED BY LAW, NO COPYRIGHT HOLDER OR CONTRIBUTOR WILL BE LIABLE FOR ANY DIRECT, |
450
|
|
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|
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|
|
INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES ARISING IN ANY WAY OUT OF THE USE |
451
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|
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OF THE PACKAGE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
452
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453
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=cut |
454
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455
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1; # End of Text::CSV::Pivot |