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99863
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use v5.12; |
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use strict; |
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use warnings; |
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package Data::Validate::CSV; |
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our $AUTHORITY = 'cpan:TOBYINK'; |
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our $VERSION = '0.003'; |
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828
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use Data::Validate::CSV::Cell; |
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1001
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use Data::Validate::CSV::Column; |
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992
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use Data::Validate::CSV::MultiValueCell; |
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878
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use Data::Validate::CSV::Note; |
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use Data::Validate::CSV::Row; |
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880
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use Data::Validate::CSV::Schema; |
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74
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878
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use Data::Validate::CSV::SingleValueCell; |
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67
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890
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use Data::Validate::CSV::Table; |
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use Data::Validate::CSV::Types; |
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1; |
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__END__ |
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=pod |
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=encoding utf-8 |
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=head1 NAME |
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Data::Validate::CSV - read and validate CSV |
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32
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=head1 SYNOPSIS |
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34
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CSV Schema (JSON): |
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36
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{ |
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"@context": "http://www.w3.org/ns/csvw", |
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"url": "countries.csv", |
39
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"tableSchema": { |
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"columns": [{ |
41
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"name": "country", |
42
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"datatype": { "base": "string", "length": 2 } |
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},{ |
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"name": "country group", |
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"datatype": "string" |
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},{ |
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"name": "name (en)", |
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"datatype": "string" |
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},{ |
50
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"name": "name (fr)", |
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"datatype": "string" |
52
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},{ |
53
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"name": "name (de)", |
54
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"datatype": "string" |
55
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},{ |
56
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"name": "latitude", |
57
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"datatype": { "base": "number", "maximum": 90, "minimum": -90 } |
58
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},{ |
59
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"name": "longitude", |
60
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"datatype": { "base": "number", "maximum": 180, "minimum": -180 } |
61
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}] |
62
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} |
63
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} |
64
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65
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CSV Data: |
66
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67
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"at","eu","Austria","Autriche","Ãsterreich","47.6965545","13.34598005" |
68
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"be","eu","Belgium","Belgique","Belgien","50.501045","4.47667405" |
69
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"bg","eu","Bulgaria","Bulgarie","Bulgarien","42.72567375","25.4823218" |
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71
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Perl: |
72
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73
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use Path::Tiny qw(path); |
74
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use Data::Validate::CSV; |
75
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76
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my $table = Data::Validate::CSV::Table->new( |
77
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schema => path('countries.csv-metadata.json'), |
78
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input => path('countries.csv'), |
79
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has_header => !!0, |
80
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); |
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82
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while (my $row = $table->get_row) { |
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for my $e (@{$row->errors}) { |
84
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warn $e; |
85
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} |
86
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printf( |
87
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"%s is at latitude %f, longitude %f.\n", |
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$row->get("name (en)")->value, |
89
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$row->get("latitude")->value, |
90
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$row->get("longitude")->value, |
91
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); |
92
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} |
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94
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=head1 DESCRIPTION |
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96
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There's not really a lot of documentation right now. |
97
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98
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Mostly there's three interfaces you need to know about: tables, rows, |
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and cells. (There are also columns, schemas, and notes, but for most |
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day-to-day usage, those can be considered internal implementation |
101
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details.) |
102
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103
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=head2 Table interface |
104
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105
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The table is constructed with the following attributes: |
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107
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=over |
108
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109
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=item C<< schema >> |
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111
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A schema for the table. Can be a hashref, a JSON string, a scalar ref to |
112
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a JSON string, or a L<Path::Tiny> path to a file containing the schema. |
113
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114
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=item C<< input >> |
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116
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The CSV data for the table. Can be a filehandle, a scalar ref to a string |
117
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of data, or a L<Path::Tiny> path to a file. |
118
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119
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=item C<< has_header >> |
120
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121
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A boolean indicating whether the CSV contains a header row. This will be |
122
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used to supply any column names missing from the schema, and will be |
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skipped from being returned by C<get_row>. |
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125
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=item C<< reader >> |
126
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127
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A coderef which, if given a filehandle, will return a parsed line of CSV. |
128
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The default is basically something like: |
129
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130
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sub { Text::CSV_XS->new->getline($_[0]) } |
131
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132
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That's probably sufficient for most cases, but you may need to supply your |
133
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own reader for handling tab-delimited files. |
134
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135
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=item C<< skip_rows >> |
136
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137
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An integer, number of additional rows to skip I<before> the header. |
138
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Some CSV files contain a title or credit line. Defaults to 0. |
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140
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=item C<< skip_rows_after_header >> |
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142
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An integer, number of additional rows to skip I<after> the header. |
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Defaults to 0. |
144
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145
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=back |
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147
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The table provides the following methods: |
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149
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=over |
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151
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=item C<< get_row >> |
152
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153
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Returns a row object for the next row of the table. |
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155
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=item C<< all_rows >> |
156
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157
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Gets all the rows as a list. |
158
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159
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=item C<< row_count >> |
160
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161
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The number of non-skipped, non-header lines read so far. |
162
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163
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=back |
164
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165
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=head2 Row interface |
166
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167
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The rows returned by C<get_row> and C<all_rows> are blessed objects. |
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They provide the following methods: |
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170
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=over |
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172
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=item C<< raw_values >> |
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174
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The values returned by L<Text::CSV_XS> without any further processing. |
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176
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=item C<< values >> |
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178
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The values returned by L<Text::CSV_XS>, processed by datatype. Date and |
179
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time datatypes will be reformatted from any CLDR-based format to ISO 8601. |
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Booleans using non-standard representations will be changed to "1" and "0". |
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Fields that have a separator defined will be split into an arrayref. |
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Numbers given as percentages will be divided by 100. And so forth. |
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184
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=item C<< cells >> |
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186
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Returns the same values as C<values> but wrapped in cell objects. The |
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following are equivalent: |
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189
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$row->values->[0]; |
190
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$row->cells->[0]->value; |
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$row->[0]; # $row overloads @{} |
192
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193
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Why fetch a cell instead of directly fetching the value? The cell object |
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offers a few other useful methods. |
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196
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=item C<< get($name) >> |
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Gets a single cell from the row by its name. Names are defined in the |
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schema, or the header row if missing from the schema. |
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201
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$row->get("country")->value; |
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203
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=item C<< row_number >> |
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205
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The row number for this row in the table. Rows are numbered starting at |
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1. Headers and skipped rows are not counted. |
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208
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=item C<< key_string >> |
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For tables that has a primary key, this returns a string formed by joining |
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together the primary key columns. It ought to be a unique identifier for this |
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row within the table, and if it is not, this will be raised as an error. |
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214
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=item C<< errors >> |
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216
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An arrayref of strings of errors associated with this row. This includes |
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data validation problems. |
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219
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=back |
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=head2 Cell interface |
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It is possible to bypass using the cell interface and access cell values |
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directly from the rows, but if accessing cells, these are the methods they |
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provide: |
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=over |
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=item C<< raw_value >> |
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The value returned by L<Text::CSV_XS> without any further processing. |
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=item C<< value >> |
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The value returned by L<Text::CSV_XS>, processed by datatype. |
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=item C<< inflated_value >> |
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Like C<value> but inflates some values to blessed objects. Date and time |
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related datatypes will be returned as L<DateTime>, L<DateTime::Incomplete>, |
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or L<DateTime::Duration> objects. Booleans will be returned as |
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L<JSON::PP::Boolean> objects. |
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=item C<< row_number >> |
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The row number for the cell's parent row in the table. Rows are numbered |
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starting at 1. Headers and skipped rows are not counted. |
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=item C<< col_number >> |
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The column number of this cell within the parent row. Columns are numbered |
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starting at 1. |
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=item C<< datatype >> |
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The datatype for this cell as a hashref. |
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=back |
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=head1 BUGS |
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Please report any bugs to |
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L<http://rt.cpan.org/Dist/Display.html?Queue=Data-Validate-CSV>. |
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=head1 SEE ALSO |
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L<https://www.w3.org/TR/2016/NOTE-tabular-data-primer-20160225/>. |
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=head1 AUTHOR |
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Toby Inkster E<lt>tobyink@cpan.orgE<gt>. |
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=head1 COPYRIGHT AND LICENCE |
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This software is copyright (c) 2019 by Toby Inkster. |
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This is free software; you can redistribute it and/or modify it under |
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the same terms as the Perl 5 programming language system itself. |
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=head1 DISCLAIMER OF WARRANTIES |
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THIS PACKAGE IS PROVIDED "AS IS" AND WITHOUT ANY EXPRESS OR IMPLIED |
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WARRANTIES, INCLUDING, WITHOUT LIMITATION, THE IMPLIED WARRANTIES OF |
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MERCHANTIBILITY AND FITNESS FOR A PARTICULAR PURPOSE. |
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