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| 1 |  |  |  |  |  |  | package App::CSVUtils::csv_setop; | 
| 2 |  |  |  |  |  |  |  | 
| 3 | 1 |  |  | 1 |  | 5106 | use 5.010001; | 
|  | 1 |  |  |  |  | 7 |  | 
| 4 | 1 |  |  | 1 |  | 5 | use strict; | 
|  | 1 |  |  |  |  | 16 |  | 
|  | 1 |  |  |  |  | 33 |  | 
| 5 | 1 |  |  | 1 |  | 5 | use warnings; | 
|  | 1 |  |  |  |  | 2 |  | 
|  | 1 |  |  |  |  | 74 |  | 
| 6 |  |  |  |  |  |  |  | 
| 7 |  |  |  |  |  |  | our $AUTHORITY = 'cpan:PERLANCAR'; # AUTHORITY | 
| 8 |  |  |  |  |  |  | our $DATE = '2023-03-31'; # DATE | 
| 9 |  |  |  |  |  |  | our $DIST = 'App-CSVUtils'; # DIST | 
| 10 |  |  |  |  |  |  | our $VERSION = '1.023'; # VERSION | 
| 11 |  |  |  |  |  |  |  | 
| 12 | 1 |  |  |  |  | 1888 | use App::CSVUtils qw( | 
| 13 |  |  |  |  |  |  | gen_csv_util | 
| 14 | 1 |  |  | 1 |  | 13 | ); | 
|  | 1 |  |  |  |  | 2 |  | 
| 15 |  |  |  |  |  |  |  | 
| 16 |  |  |  |  |  |  | gen_csv_util( | 
| 17 |  |  |  |  |  |  | name => 'csv_setop', | 
| 18 |  |  |  |  |  |  | summary => 'Set operation (union/unique concatenation of rows, intersection/common rows, difference of rows) against several CSV files', | 
| 19 |  |  |  |  |  |  | description => <<'_', | 
| 20 |  |  |  |  |  |  |  | 
| 21 |  |  |  |  |  |  | This utility lets you perform one of several set options against several CSV | 
| 22 |  |  |  |  |  |  | files: | 
| 23 |  |  |  |  |  |  | - union | 
| 24 |  |  |  |  |  |  | - intersection | 
| 25 |  |  |  |  |  |  | - difference | 
| 26 |  |  |  |  |  |  | - symmetric difference | 
| 27 |  |  |  |  |  |  |  | 
| 28 |  |  |  |  |  |  | Example input: | 
| 29 |  |  |  |  |  |  |  | 
| 30 |  |  |  |  |  |  | # file1.csv | 
| 31 |  |  |  |  |  |  | a,b,c | 
| 32 |  |  |  |  |  |  | 1,2,3 | 
| 33 |  |  |  |  |  |  | 4,5,6 | 
| 34 |  |  |  |  |  |  | 7,8,9 | 
| 35 |  |  |  |  |  |  |  | 
| 36 |  |  |  |  |  |  | # file2.csv | 
| 37 |  |  |  |  |  |  | a,b,c | 
| 38 |  |  |  |  |  |  | 1,2,3 | 
| 39 |  |  |  |  |  |  | 4,5,7 | 
| 40 |  |  |  |  |  |  | 7,8,9 | 
| 41 |  |  |  |  |  |  |  | 
| 42 |  |  |  |  |  |  | Output of intersection (`--intersect file1.csv file2.csv`), which will return | 
| 43 |  |  |  |  |  |  | common rows between the two files: | 
| 44 |  |  |  |  |  |  |  | 
| 45 |  |  |  |  |  |  | a,b,c | 
| 46 |  |  |  |  |  |  | 1,2,3 | 
| 47 |  |  |  |  |  |  | 7,8,9 | 
| 48 |  |  |  |  |  |  |  | 
| 49 |  |  |  |  |  |  | Output of union (`--union file1.csv file2.csv`), which will return all rows with | 
| 50 |  |  |  |  |  |  | duplicate removed: | 
| 51 |  |  |  |  |  |  |  | 
| 52 |  |  |  |  |  |  | a,b,c | 
| 53 |  |  |  |  |  |  | 1,2,3 | 
| 54 |  |  |  |  |  |  | 4,5,6 | 
| 55 |  |  |  |  |  |  | 4,5,7 | 
| 56 |  |  |  |  |  |  | 7,8,9 | 
| 57 |  |  |  |  |  |  |  | 
| 58 |  |  |  |  |  |  | Output of difference (`--diff file1.csv file2.csv`), which will return all rows | 
| 59 |  |  |  |  |  |  | in the first file but not in the second: | 
| 60 |  |  |  |  |  |  |  | 
| 61 |  |  |  |  |  |  | a,b,c | 
| 62 |  |  |  |  |  |  | 4,5,6 | 
| 63 |  |  |  |  |  |  |  | 
| 64 |  |  |  |  |  |  | Output of symmetric difference (`--symdiff file1.csv file2.csv`), which will | 
| 65 |  |  |  |  |  |  | return all rows in the first file not in the second, as well as rows in the | 
| 66 |  |  |  |  |  |  | second not in the first: | 
| 67 |  |  |  |  |  |  |  | 
| 68 |  |  |  |  |  |  | a,b,c | 
| 69 |  |  |  |  |  |  | 4,5,6 | 
| 70 |  |  |  |  |  |  | 4,5,7 | 
| 71 |  |  |  |  |  |  |  | 
| 72 |  |  |  |  |  |  | You can specify `--compare-fields` to only consider some fields only, for | 
| 73 |  |  |  |  |  |  | example `--union --compare-fields a,b file1.csv file2.csv`: | 
| 74 |  |  |  |  |  |  |  | 
| 75 |  |  |  |  |  |  | a,b,c | 
| 76 |  |  |  |  |  |  | 1,2,3 | 
| 77 |  |  |  |  |  |  | 4,5,6 | 
| 78 |  |  |  |  |  |  | 7,8,9 | 
| 79 |  |  |  |  |  |  |  | 
| 80 |  |  |  |  |  |  | Each field specified in `--compare-fields` can be specified using | 
| 81 |  |  |  |  |  |  | `F1:OTHER1,F2:OTHER2,...` format to refer to different field names or indexes in | 
| 82 |  |  |  |  |  |  | each file, for example if `file3.csv` is: | 
| 83 |  |  |  |  |  |  |  | 
| 84 |  |  |  |  |  |  | # file3.csv | 
| 85 |  |  |  |  |  |  | Ei,Si,Bi | 
| 86 |  |  |  |  |  |  | 1,3,2 | 
| 87 |  |  |  |  |  |  | 4,7,5 | 
| 88 |  |  |  |  |  |  | 7,9,8 | 
| 89 |  |  |  |  |  |  |  | 
| 90 |  |  |  |  |  |  | Then `--union --compare-fields a:Ei,b:Bi file1.csv file3.csv` will result in: | 
| 91 |  |  |  |  |  |  |  | 
| 92 |  |  |  |  |  |  | a,b,c | 
| 93 |  |  |  |  |  |  | 1,2,3 | 
| 94 |  |  |  |  |  |  | 4,5,6 | 
| 95 |  |  |  |  |  |  | 7,8,9 | 
| 96 |  |  |  |  |  |  |  | 
| 97 |  |  |  |  |  |  | Finally you can print out only certain fields using `--result-fields`. | 
| 98 |  |  |  |  |  |  |  | 
| 99 |  |  |  |  |  |  | _ | 
| 100 |  |  |  |  |  |  | add_args => { | 
| 101 |  |  |  |  |  |  | op => { | 
| 102 |  |  |  |  |  |  | summary => 'Set operation to perform', | 
| 103 |  |  |  |  |  |  | schema => ['str*', in=>[qw/intersect union diff symdiff/]], | 
| 104 |  |  |  |  |  |  | req => 1, | 
| 105 |  |  |  |  |  |  | cmdline_aliases => { | 
| 106 |  |  |  |  |  |  | intersect   => {is_flag=>1, summary=>'Shortcut for --op=intersect', code=>sub{ $_[0]{op} = 'intersect' }}, | 
| 107 |  |  |  |  |  |  | union       => {is_flag=>1, summary=>'Shortcut for --op=union'    , code=>sub{ $_[0]{op} = 'union'     }}, | 
| 108 |  |  |  |  |  |  | diff        => {is_flag=>1, summary=>'Shortcut for --op=diff'     , code=>sub{ $_[0]{op} = 'diff'      }}, | 
| 109 |  |  |  |  |  |  | symdiff     => {is_flag=>1, summary=>'Shortcut for --op=symdiff'  , code=>sub{ $_[0]{op} = 'symdiff'   }}, | 
| 110 |  |  |  |  |  |  | }, | 
| 111 |  |  |  |  |  |  | }, | 
| 112 |  |  |  |  |  |  | ignore_case => { | 
| 113 |  |  |  |  |  |  | schema => 'bool*', | 
| 114 |  |  |  |  |  |  | cmdline_aliases => {i=>{}}, | 
| 115 |  |  |  |  |  |  | }, | 
| 116 |  |  |  |  |  |  | compare_fields => { | 
| 117 |  |  |  |  |  |  | schema => ['str*'], | 
| 118 |  |  |  |  |  |  | }, | 
| 119 |  |  |  |  |  |  | result_fields => { | 
| 120 |  |  |  |  |  |  | schema => ['str*'], | 
| 121 |  |  |  |  |  |  | }, | 
| 122 |  |  |  |  |  |  | }, | 
| 123 |  |  |  |  |  |  |  | 
| 124 |  |  |  |  |  |  | links => [ | 
| 125 |  |  |  |  |  |  | {url=>'prog:setop'}, | 
| 126 |  |  |  |  |  |  | ], | 
| 127 |  |  |  |  |  |  |  | 
| 128 |  |  |  |  |  |  | reads_multiple_csv => 1, | 
| 129 |  |  |  |  |  |  |  | 
| 130 |  |  |  |  |  |  | tags => ['category:combining', 'set'], | 
| 131 |  |  |  |  |  |  |  | 
| 132 |  |  |  |  |  |  | on_begin => sub { | 
| 133 |  |  |  |  |  |  | my $r = shift; | 
| 134 |  |  |  |  |  |  |  | 
| 135 |  |  |  |  |  |  | # check arguments | 
| 136 |  |  |  |  |  |  | die [400, "Please specify at least 2 files"] | 
| 137 |  |  |  |  |  |  | unless @{ $r->{util_args}{input_filenames} } >= 2; | 
| 138 |  |  |  |  |  |  |  | 
| 139 |  |  |  |  |  |  | # these are the keys we add to the stash | 
| 140 |  |  |  |  |  |  | $r->{all_input_data_rows} = [];  # array of all data rows, one elem for each input file | 
| 141 |  |  |  |  |  |  | $r->{all_input_fields} = [];     # array of input_fields, one elem for each input file | 
| 142 |  |  |  |  |  |  | $r->{all_input_fields_idx} = []; # array of input_fields_idx, one elem for each input file | 
| 143 |  |  |  |  |  |  | }, | 
| 144 |  |  |  |  |  |  |  | 
| 145 |  |  |  |  |  |  | on_input_header_row => sub { | 
| 146 |  |  |  |  |  |  | my $r = shift; | 
| 147 |  |  |  |  |  |  |  | 
| 148 |  |  |  |  |  |  | $r->{all_input_fields}    [ $r->{input_filenum}-1 ] = $r->{input_fields}; | 
| 149 |  |  |  |  |  |  | $r->{all_input_fields_idx}[ $r->{input_filenum}-1 ] = $r->{input_fields_idx}; | 
| 150 |  |  |  |  |  |  | $r->{all_input_data_rows} [ $r->{input_filenum}-1 ] = []; | 
| 151 |  |  |  |  |  |  | }, | 
| 152 |  |  |  |  |  |  |  | 
| 153 |  |  |  |  |  |  | on_input_data_row => sub { | 
| 154 |  |  |  |  |  |  | my $r = shift; | 
| 155 |  |  |  |  |  |  |  | 
| 156 |  |  |  |  |  |  | push @{ $r->{all_input_data_rows}[ $r->{input_filenum}-1 ] }, | 
| 157 |  |  |  |  |  |  | $r->{input_row}; | 
| 158 |  |  |  |  |  |  | }, | 
| 159 |  |  |  |  |  |  |  | 
| 160 |  |  |  |  |  |  | after_close_input_files => sub { | 
| 161 |  |  |  |  |  |  | require Tie::IxHash; | 
| 162 |  |  |  |  |  |  |  | 
| 163 |  |  |  |  |  |  | my $r = shift; | 
| 164 |  |  |  |  |  |  |  | 
| 165 |  |  |  |  |  |  | my $op = $r->{util_args}{op}; | 
| 166 |  |  |  |  |  |  | my $ci = $r->{util_args}{ignore_case}; | 
| 167 |  |  |  |  |  |  | my $num_files = @{ $r->{util_args}{input_filenames} }; | 
| 168 |  |  |  |  |  |  |  | 
| 169 |  |  |  |  |  |  | my @compare_fields; # elem = [fieldname-for-file1, fieldname-for-file2, ...] | 
| 170 |  |  |  |  |  |  | if (defined $r->{util_args}{compare_fields}) { | 
| 171 |  |  |  |  |  |  | my @ff = ref($r->{util_args}{compare_fields}) eq 'ARRAY' ? | 
| 172 |  |  |  |  |  |  | @{$r->{util_args}{compare_fields}} : split(/,/, $r->{util_args}{compare_fields}); | 
| 173 |  |  |  |  |  |  | for my $field_idx (0..$#ff) { | 
| 174 |  |  |  |  |  |  | my @ff2 = split /:/, $ff[$field_idx]; | 
| 175 |  |  |  |  |  |  | for (@ff2+1 .. $num_files) { | 
| 176 |  |  |  |  |  |  | push @ff2, $ff2[0]; | 
| 177 |  |  |  |  |  |  | } | 
| 178 |  |  |  |  |  |  | $compare_fields[$field_idx] = \@ff2; | 
| 179 |  |  |  |  |  |  | } | 
| 180 |  |  |  |  |  |  | # XXX check that specified fields exist | 
| 181 |  |  |  |  |  |  | } else { | 
| 182 |  |  |  |  |  |  | for my $field_idx (0..$#{ $r->{all_input_fields}[0] }) { | 
| 183 |  |  |  |  |  |  | $compare_fields[$field_idx] = [ | 
| 184 |  |  |  |  |  |  | map { $r->{all_input_fields}[0][$field_idx] } 0..$num_files-1]; | 
| 185 |  |  |  |  |  |  | } | 
| 186 |  |  |  |  |  |  | } | 
| 187 |  |  |  |  |  |  |  | 
| 188 |  |  |  |  |  |  | my @result_fields; # elem = fieldname, ... | 
| 189 |  |  |  |  |  |  | if (defined $r->{util_args}{result_fields}) { | 
| 190 |  |  |  |  |  |  | @result_fields = ref($r->{util_args}{result_fields}) eq 'ARRAY' ? | 
| 191 |  |  |  |  |  |  | @{$r->{util_args}{result_fields}} : split(/,/, $r->{util_args}{result_fields}); | 
| 192 |  |  |  |  |  |  | # XXX check that specified fields exist | 
| 193 |  |  |  |  |  |  | } else { | 
| 194 |  |  |  |  |  |  | @result_fields = @{ $r->{all_input_fields}[0] }; | 
| 195 |  |  |  |  |  |  | } | 
| 196 |  |  |  |  |  |  | $r->{output_fields} = \@result_fields; | 
| 197 |  |  |  |  |  |  |  | 
| 198 |  |  |  |  |  |  | tie my(%res), 'Tie::IxHash'; | 
| 199 |  |  |  |  |  |  |  | 
| 200 |  |  |  |  |  |  | my $code_get_compare_key = sub { | 
| 201 |  |  |  |  |  |  | my ($file_idx, $row_idx) = @_; | 
| 202 |  |  |  |  |  |  | my $row   = $r->{all_input_data_rows}[$file_idx][$row_idx]; | 
| 203 |  |  |  |  |  |  | my $key = join "|", map { | 
| 204 |  |  |  |  |  |  | my $field = $compare_fields[$_][$file_idx]; | 
| 205 |  |  |  |  |  |  | my $field_idx = $r->{all_input_fields_idx}[$file_idx]{$field}; | 
| 206 |  |  |  |  |  |  | my $val = defined $field_idx ? $row->[$field_idx] : ""; | 
| 207 |  |  |  |  |  |  | $val = uc $val if $ci; | 
| 208 |  |  |  |  |  |  | $val; | 
| 209 |  |  |  |  |  |  | } 0..$#compare_fields; | 
| 210 |  |  |  |  |  |  | #say "D:compare_key($file_idx, $row_idx)=<$key>"; | 
| 211 |  |  |  |  |  |  | $key; | 
| 212 |  |  |  |  |  |  | }; | 
| 213 |  |  |  |  |  |  |  | 
| 214 |  |  |  |  |  |  | my $code_print_result_row = sub { | 
| 215 |  |  |  |  |  |  | my ($file_idx, $row) = @_; | 
| 216 |  |  |  |  |  |  | my @res_row = map { | 
| 217 |  |  |  |  |  |  | my $field = $result_fields[$_]; | 
| 218 |  |  |  |  |  |  | my $field_idx = $r->{all_input_fields_idx}[$file_idx]{$field}; | 
| 219 |  |  |  |  |  |  | defined $field_idx ? $row->[$field_idx] : ""; | 
| 220 |  |  |  |  |  |  | } 0..$#result_fields; | 
| 221 |  |  |  |  |  |  | $r->{code_print_row}->(\@res_row); | 
| 222 |  |  |  |  |  |  | }; | 
| 223 |  |  |  |  |  |  |  | 
| 224 |  |  |  |  |  |  | if ($op eq 'intersect') { | 
| 225 |  |  |  |  |  |  | for my $file_idx (0..$num_files-1) { | 
| 226 |  |  |  |  |  |  | if ($file_idx == 0) { | 
| 227 |  |  |  |  |  |  | for my $row_idx (0..$#{ $r->{all_input_data_rows}[$file_idx] }) { | 
| 228 |  |  |  |  |  |  | my $key = $code_get_compare_key->($file_idx, $row_idx); | 
| 229 |  |  |  |  |  |  | $res{$key} //= [1, $row_idx]; # [num_of_occurrence, row_idx] | 
| 230 |  |  |  |  |  |  | } | 
| 231 |  |  |  |  |  |  | } else { | 
| 232 |  |  |  |  |  |  | for my $row_idx (0..$#{ $r->{all_input_data_rows}[$file_idx] }) { | 
| 233 |  |  |  |  |  |  | my $key = $code_get_compare_key->($file_idx, $row_idx); | 
| 234 |  |  |  |  |  |  | if ($res{$key} && $res{$key}[0] == $file_idx) { | 
| 235 |  |  |  |  |  |  | $res{$key}[0]++; | 
| 236 |  |  |  |  |  |  | } | 
| 237 |  |  |  |  |  |  | } | 
| 238 |  |  |  |  |  |  | } | 
| 239 |  |  |  |  |  |  |  | 
| 240 |  |  |  |  |  |  | # print result | 
| 241 |  |  |  |  |  |  | if ($file_idx == $num_files-1) { | 
| 242 |  |  |  |  |  |  | for my $key (keys %res) { | 
| 243 |  |  |  |  |  |  | $code_print_result_row->( | 
| 244 |  |  |  |  |  |  | 0, $r->{all_input_data_rows}[0][$res{$key}[1]]) | 
| 245 |  |  |  |  |  |  | if $res{$key}[0] == $num_files; | 
| 246 |  |  |  |  |  |  | } | 
| 247 |  |  |  |  |  |  | } | 
| 248 |  |  |  |  |  |  | } # for file_idx | 
| 249 |  |  |  |  |  |  |  | 
| 250 |  |  |  |  |  |  | } elsif ($op eq 'union') { | 
| 251 |  |  |  |  |  |  |  | 
| 252 |  |  |  |  |  |  | for my $file_idx (0..$num_files-1) { | 
| 253 |  |  |  |  |  |  | for my $row_idx (0..$#{ $r->{all_input_data_rows}[$file_idx] }) { | 
| 254 |  |  |  |  |  |  | my $key = $code_get_compare_key->($file_idx, $row_idx); | 
| 255 |  |  |  |  |  |  | next if $res{$key}++; | 
| 256 |  |  |  |  |  |  | my $row = $r->{all_input_data_rows}[$file_idx][$row_idx]; | 
| 257 |  |  |  |  |  |  | $code_print_result_row->($file_idx, $row); | 
| 258 |  |  |  |  |  |  | } | 
| 259 |  |  |  |  |  |  | } # for file_idx | 
| 260 |  |  |  |  |  |  |  | 
| 261 |  |  |  |  |  |  | } elsif ($op eq 'diff') { | 
| 262 |  |  |  |  |  |  |  | 
| 263 |  |  |  |  |  |  | for my $file_idx (0..$num_files-1) { | 
| 264 |  |  |  |  |  |  | if ($file_idx == 0) { | 
| 265 |  |  |  |  |  |  | for my $row_idx (0..$#{ $r->{all_input_data_rows}[$file_idx] }) { | 
| 266 |  |  |  |  |  |  | my $key = $code_get_compare_key->($file_idx, $row_idx); | 
| 267 |  |  |  |  |  |  | $res{$key} //= [$file_idx, $row_idx]; | 
| 268 |  |  |  |  |  |  | } | 
| 269 |  |  |  |  |  |  | } else { | 
| 270 |  |  |  |  |  |  | for my $row_idx (0..$#{ $r->{all_input_data_rows}[$file_idx] }) { | 
| 271 |  |  |  |  |  |  | my $key = $code_get_compare_key->($file_idx, $row_idx); | 
| 272 |  |  |  |  |  |  | delete $res{$key}; | 
| 273 |  |  |  |  |  |  | } | 
| 274 |  |  |  |  |  |  | } | 
| 275 |  |  |  |  |  |  |  | 
| 276 |  |  |  |  |  |  | # print result | 
| 277 |  |  |  |  |  |  | if ($file_idx == $num_files-1) { | 
| 278 |  |  |  |  |  |  | for my $key (keys %res) { | 
| 279 |  |  |  |  |  |  | my ($file_idx, $row_idx) = @{ $res{$key} }; | 
| 280 |  |  |  |  |  |  | $code_print_result_row->( | 
| 281 |  |  |  |  |  |  | 0, $r->{all_input_data_rows}[$file_idx][$row_idx]); | 
| 282 |  |  |  |  |  |  | } | 
| 283 |  |  |  |  |  |  | } | 
| 284 |  |  |  |  |  |  | } # for file_idx | 
| 285 |  |  |  |  |  |  |  | 
| 286 |  |  |  |  |  |  | } elsif ($op eq 'symdiff') { | 
| 287 |  |  |  |  |  |  |  | 
| 288 |  |  |  |  |  |  | for my $file_idx (0..$num_files-1) { | 
| 289 |  |  |  |  |  |  | if ($file_idx == 0) { | 
| 290 |  |  |  |  |  |  | for my $row_idx (0..$#{ $r->{all_input_data_rows}[$file_idx] }) { | 
| 291 |  |  |  |  |  |  | my $key = $code_get_compare_key->($file_idx, $row_idx); | 
| 292 |  |  |  |  |  |  | $res{$key} //= [1, $file_idx, $row_idx];  # [num_of_occurrence, file_idx, row_idx] | 
| 293 |  |  |  |  |  |  | } | 
| 294 |  |  |  |  |  |  | } else { | 
| 295 |  |  |  |  |  |  | for my $row_idx (0..$#{ $r->{all_input_data_rows}[$file_idx] }) { | 
| 296 |  |  |  |  |  |  | my $key = $code_get_compare_key->($file_idx, $row_idx); | 
| 297 |  |  |  |  |  |  | if (!$res{$key}) { | 
| 298 |  |  |  |  |  |  | $res{$key} = [1, $file_idx, $row_idx]; | 
| 299 |  |  |  |  |  |  | } else { | 
| 300 |  |  |  |  |  |  | $res{$key}[0]++; | 
| 301 |  |  |  |  |  |  | } | 
| 302 |  |  |  |  |  |  | } | 
| 303 |  |  |  |  |  |  | } | 
| 304 |  |  |  |  |  |  |  | 
| 305 |  |  |  |  |  |  | # print result | 
| 306 |  |  |  |  |  |  | if ($file_idx == $num_files-1) { | 
| 307 |  |  |  |  |  |  | for my $key (keys %res) { | 
| 308 |  |  |  |  |  |  | my ($num_occur, $file_idx, $row_idx) = @{ $res{$key} }; | 
| 309 |  |  |  |  |  |  | $code_print_result_row->( | 
| 310 |  |  |  |  |  |  | 0, $r->{all_input_data_rows}[$file_idx][$row_idx]) | 
| 311 |  |  |  |  |  |  | if $num_occur == 1; | 
| 312 |  |  |  |  |  |  | } | 
| 313 |  |  |  |  |  |  | } | 
| 314 |  |  |  |  |  |  | } # for file_idx | 
| 315 |  |  |  |  |  |  |  | 
| 316 |  |  |  |  |  |  | } else { | 
| 317 |  |  |  |  |  |  |  | 
| 318 |  |  |  |  |  |  | die [400, "Unknown/unimplemented op '$op'"]; | 
| 319 |  |  |  |  |  |  |  | 
| 320 |  |  |  |  |  |  | } | 
| 321 |  |  |  |  |  |  |  | 
| 322 |  |  |  |  |  |  | #use DD; dd +{ | 
| 323 |  |  |  |  |  |  | #    compare_fields => \@compare_fields, | 
| 324 |  |  |  |  |  |  | #    result_fields => \@result_fields, | 
| 325 |  |  |  |  |  |  | #    all_input_data_rows=>$r->{all_input_data_rows}, | 
| 326 |  |  |  |  |  |  | #    all_input_fields=>$r->{all_input_fields}, | 
| 327 |  |  |  |  |  |  | #    all_input_fields_idx=>$r->{all_input_fields_idx}, | 
| 328 |  |  |  |  |  |  | #}; | 
| 329 |  |  |  |  |  |  | }, | 
| 330 |  |  |  |  |  |  | ); | 
| 331 |  |  |  |  |  |  |  | 
| 332 |  |  |  |  |  |  | 1; | 
| 333 |  |  |  |  |  |  | # ABSTRACT: Set operation (union/unique concatenation of rows, intersection/common rows, difference of rows) against several CSV files | 
| 334 |  |  |  |  |  |  |  | 
| 335 |  |  |  |  |  |  | __END__ | 
| 336 |  |  |  |  |  |  |  | 
| 337 |  |  |  |  |  |  | =pod | 
| 338 |  |  |  |  |  |  |  | 
| 339 |  |  |  |  |  |  | =encoding UTF-8 | 
| 340 |  |  |  |  |  |  |  | 
| 341 |  |  |  |  |  |  | =head1 NAME | 
| 342 |  |  |  |  |  |  |  | 
| 343 |  |  |  |  |  |  | App::CSVUtils::csv_setop - Set operation (union/unique concatenation of rows, intersection/common rows, difference of rows) against several CSV files | 
| 344 |  |  |  |  |  |  |  | 
| 345 |  |  |  |  |  |  | =head1 VERSION | 
| 346 |  |  |  |  |  |  |  | 
| 347 |  |  |  |  |  |  | This document describes version 1.023 of App::CSVUtils::csv_setop (from Perl distribution App-CSVUtils), released on 2023-03-31. | 
| 348 |  |  |  |  |  |  |  | 
| 349 |  |  |  |  |  |  | =head1 FUNCTIONS | 
| 350 |  |  |  |  |  |  |  | 
| 351 |  |  |  |  |  |  |  | 
| 352 |  |  |  |  |  |  | =head2 csv_setop | 
| 353 |  |  |  |  |  |  |  | 
| 354 |  |  |  |  |  |  | Usage: | 
| 355 |  |  |  |  |  |  |  | 
| 356 |  |  |  |  |  |  | csv_setop(%args) -> [$status_code, $reason, $payload, \%result_meta] | 
| 357 |  |  |  |  |  |  |  | 
| 358 |  |  |  |  |  |  | Set operation (unionE<sol>unique concatenation of rows, intersectionE<sol>common rows, difference of rows) against several CSV files. | 
| 359 |  |  |  |  |  |  |  | 
| 360 |  |  |  |  |  |  | This utility lets you perform one of several set options against several CSV | 
| 361 |  |  |  |  |  |  | files: | 
| 362 |  |  |  |  |  |  | - union | 
| 363 |  |  |  |  |  |  | - intersection | 
| 364 |  |  |  |  |  |  | - difference | 
| 365 |  |  |  |  |  |  | - symmetric difference | 
| 366 |  |  |  |  |  |  |  | 
| 367 |  |  |  |  |  |  | Example input: | 
| 368 |  |  |  |  |  |  |  | 
| 369 |  |  |  |  |  |  | # file1.csv | 
| 370 |  |  |  |  |  |  | a,b,c | 
| 371 |  |  |  |  |  |  | 1,2,3 | 
| 372 |  |  |  |  |  |  | 4,5,6 | 
| 373 |  |  |  |  |  |  | 7,8,9 | 
| 374 |  |  |  |  |  |  |  | 
| 375 |  |  |  |  |  |  | # file2.csv | 
| 376 |  |  |  |  |  |  | a,b,c | 
| 377 |  |  |  |  |  |  | 1,2,3 | 
| 378 |  |  |  |  |  |  | 4,5,7 | 
| 379 |  |  |  |  |  |  | 7,8,9 | 
| 380 |  |  |  |  |  |  |  | 
| 381 |  |  |  |  |  |  | Output of intersection (C<--intersect file1.csv file2.csv>), which will return | 
| 382 |  |  |  |  |  |  | common rows between the two files: | 
| 383 |  |  |  |  |  |  |  | 
| 384 |  |  |  |  |  |  | a,b,c | 
| 385 |  |  |  |  |  |  | 1,2,3 | 
| 386 |  |  |  |  |  |  | 7,8,9 | 
| 387 |  |  |  |  |  |  |  | 
| 388 |  |  |  |  |  |  | Output of union (C<--union file1.csv file2.csv>), which will return all rows with | 
| 389 |  |  |  |  |  |  | duplicate removed: | 
| 390 |  |  |  |  |  |  |  | 
| 391 |  |  |  |  |  |  | a,b,c | 
| 392 |  |  |  |  |  |  | 1,2,3 | 
| 393 |  |  |  |  |  |  | 4,5,6 | 
| 394 |  |  |  |  |  |  | 4,5,7 | 
| 395 |  |  |  |  |  |  | 7,8,9 | 
| 396 |  |  |  |  |  |  |  | 
| 397 |  |  |  |  |  |  | Output of difference (C<--diff file1.csv file2.csv>), which will return all rows | 
| 398 |  |  |  |  |  |  | in the first file but not in the second: | 
| 399 |  |  |  |  |  |  |  | 
| 400 |  |  |  |  |  |  | a,b,c | 
| 401 |  |  |  |  |  |  | 4,5,6 | 
| 402 |  |  |  |  |  |  |  | 
| 403 |  |  |  |  |  |  | Output of symmetric difference (C<--symdiff file1.csv file2.csv>), which will | 
| 404 |  |  |  |  |  |  | return all rows in the first file not in the second, as well as rows in the | 
| 405 |  |  |  |  |  |  | second not in the first: | 
| 406 |  |  |  |  |  |  |  | 
| 407 |  |  |  |  |  |  | a,b,c | 
| 408 |  |  |  |  |  |  | 4,5,6 | 
| 409 |  |  |  |  |  |  | 4,5,7 | 
| 410 |  |  |  |  |  |  |  | 
| 411 |  |  |  |  |  |  | You can specify C<--compare-fields> to only consider some fields only, for | 
| 412 |  |  |  |  |  |  | example C<--union --compare-fields a,b file1.csv file2.csv>: | 
| 413 |  |  |  |  |  |  |  | 
| 414 |  |  |  |  |  |  | a,b,c | 
| 415 |  |  |  |  |  |  | 1,2,3 | 
| 416 |  |  |  |  |  |  | 4,5,6 | 
| 417 |  |  |  |  |  |  | 7,8,9 | 
| 418 |  |  |  |  |  |  |  | 
| 419 |  |  |  |  |  |  | Each field specified in C<--compare-fields> can be specified using | 
| 420 |  |  |  |  |  |  | C<F1:OTHER1,F2:OTHER2,...> format to refer to different field names or indexes in | 
| 421 |  |  |  |  |  |  | each file, for example if C<file3.csv> is: | 
| 422 |  |  |  |  |  |  |  | 
| 423 |  |  |  |  |  |  | # file3.csv | 
| 424 |  |  |  |  |  |  | Ei,Si,Bi | 
| 425 |  |  |  |  |  |  | 1,3,2 | 
| 426 |  |  |  |  |  |  | 4,7,5 | 
| 427 |  |  |  |  |  |  | 7,9,8 | 
| 428 |  |  |  |  |  |  |  | 
| 429 |  |  |  |  |  |  | Then C<--union --compare-fields a:Ei,b:Bi file1.csv file3.csv> will result in: | 
| 430 |  |  |  |  |  |  |  | 
| 431 |  |  |  |  |  |  | a,b,c | 
| 432 |  |  |  |  |  |  | 1,2,3 | 
| 433 |  |  |  |  |  |  | 4,5,6 | 
| 434 |  |  |  |  |  |  | 7,8,9 | 
| 435 |  |  |  |  |  |  |  | 
| 436 |  |  |  |  |  |  | Finally you can print out only certain fields using C<--result-fields>. | 
| 437 |  |  |  |  |  |  |  | 
| 438 |  |  |  |  |  |  | This function is not exported. | 
| 439 |  |  |  |  |  |  |  | 
| 440 |  |  |  |  |  |  | Arguments ('*' denotes required arguments): | 
| 441 |  |  |  |  |  |  |  | 
| 442 |  |  |  |  |  |  | =over 4 | 
| 443 |  |  |  |  |  |  |  | 
| 444 |  |  |  |  |  |  | =item * B<compare_fields> => I<str> | 
| 445 |  |  |  |  |  |  |  | 
| 446 |  |  |  |  |  |  | (No description) | 
| 447 |  |  |  |  |  |  |  | 
| 448 |  |  |  |  |  |  | =item * B<ignore_case> => I<bool> | 
| 449 |  |  |  |  |  |  |  | 
| 450 |  |  |  |  |  |  | (No description) | 
| 451 |  |  |  |  |  |  |  | 
| 452 |  |  |  |  |  |  | =item * B<inplace> => I<true> | 
| 453 |  |  |  |  |  |  |  | 
| 454 |  |  |  |  |  |  | Output to the same file as input. | 
| 455 |  |  |  |  |  |  |  | 
| 456 |  |  |  |  |  |  | Normally, you output to a different file than input. If you try to output to the | 
| 457 |  |  |  |  |  |  | same file (C<-o INPUT.csv -O>) you will clobber the input file; thus the utility | 
| 458 |  |  |  |  |  |  | prevents you from doing it. However, with this C<--inplace> option, you can | 
| 459 |  |  |  |  |  |  | output to the same file. Like perl's C<-i> option, this will first output to a | 
| 460 |  |  |  |  |  |  | temporary file in the same directory as the input file then rename to the final | 
| 461 |  |  |  |  |  |  | file at the end. You cannot specify output file (C<-o>) when using this option, | 
| 462 |  |  |  |  |  |  | but you can specify backup extension with C<-b> option. | 
| 463 |  |  |  |  |  |  |  | 
| 464 |  |  |  |  |  |  | Some caveats: | 
| 465 |  |  |  |  |  |  |  | 
| 466 |  |  |  |  |  |  | =over | 
| 467 |  |  |  |  |  |  |  | 
| 468 |  |  |  |  |  |  | =item * if input file is a symbolic link, it will be replaced with a regular file; | 
| 469 |  |  |  |  |  |  |  | 
| 470 |  |  |  |  |  |  | =item * renaming (implemented using C<rename()>) can fail if input filename is too long; | 
| 471 |  |  |  |  |  |  |  | 
| 472 |  |  |  |  |  |  | =item * value specified in C<-b> is currently not checked for acceptable characters; | 
| 473 |  |  |  |  |  |  |  | 
| 474 |  |  |  |  |  |  | =item * things can also fail if permissions are restrictive; | 
| 475 |  |  |  |  |  |  |  | 
| 476 |  |  |  |  |  |  | =back | 
| 477 |  |  |  |  |  |  |  | 
| 478 |  |  |  |  |  |  | =item * B<inplace_backup_ext> => I<str> (default: "") | 
| 479 |  |  |  |  |  |  |  | 
| 480 |  |  |  |  |  |  | Extension to add for backup of input file. | 
| 481 |  |  |  |  |  |  |  | 
| 482 |  |  |  |  |  |  | In inplace mode (C<--inplace>), if this option is set to a non-empty string, will | 
| 483 |  |  |  |  |  |  | rename the input file using this extension as a backup. The old existing backup | 
| 484 |  |  |  |  |  |  | will be overwritten, if any. | 
| 485 |  |  |  |  |  |  |  | 
| 486 |  |  |  |  |  |  | =item * B<input_escape_char> => I<str> | 
| 487 |  |  |  |  |  |  |  | 
| 488 |  |  |  |  |  |  | Specify character to escape value in field in input CSV, will be passed to Text::CSV_XS. | 
| 489 |  |  |  |  |  |  |  | 
| 490 |  |  |  |  |  |  | Defaults to C<\\> (backslash). Overrides C<--input-tsv> option. | 
| 491 |  |  |  |  |  |  |  | 
| 492 |  |  |  |  |  |  | =item * B<input_filenames> => I<array[filename]> (default: ["-"]) | 
| 493 |  |  |  |  |  |  |  | 
| 494 |  |  |  |  |  |  | Input CSV files. | 
| 495 |  |  |  |  |  |  |  | 
| 496 |  |  |  |  |  |  | Use C<-> to read from stdin. | 
| 497 |  |  |  |  |  |  |  | 
| 498 |  |  |  |  |  |  | Encoding of input file is assumed to be UTF-8. | 
| 499 |  |  |  |  |  |  |  | 
| 500 |  |  |  |  |  |  | =item * B<input_header> => I<bool> (default: 1) | 
| 501 |  |  |  |  |  |  |  | 
| 502 |  |  |  |  |  |  | Specify whether input CSV has a header row. | 
| 503 |  |  |  |  |  |  |  | 
| 504 |  |  |  |  |  |  | By default, the first row of the input CSV will be assumed to contain field | 
| 505 |  |  |  |  |  |  | names (and the second row contains the first data row). When you declare that | 
| 506 |  |  |  |  |  |  | input CSV does not have header row (C<--no-input-header>), the first row of the | 
| 507 |  |  |  |  |  |  | CSV is assumed to contain the first data row. Fields will be named C<field1>, | 
| 508 |  |  |  |  |  |  | C<field2>, and so on. | 
| 509 |  |  |  |  |  |  |  | 
| 510 |  |  |  |  |  |  | =item * B<input_quote_char> => I<str> | 
| 511 |  |  |  |  |  |  |  | 
| 512 |  |  |  |  |  |  | Specify field quote character in input CSV, will be passed to Text::CSV_XS. | 
| 513 |  |  |  |  |  |  |  | 
| 514 |  |  |  |  |  |  | Defaults to C<"> (double quote). Overrides C<--input-tsv> option. | 
| 515 |  |  |  |  |  |  |  | 
| 516 |  |  |  |  |  |  | =item * B<input_sep_char> => I<str> | 
| 517 |  |  |  |  |  |  |  | 
| 518 |  |  |  |  |  |  | Specify field separator character in input CSV, will be passed to Text::CSV_XS. | 
| 519 |  |  |  |  |  |  |  | 
| 520 |  |  |  |  |  |  | Defaults to C<,> (comma). Overrides C<--input-tsv> option. | 
| 521 |  |  |  |  |  |  |  | 
| 522 |  |  |  |  |  |  | =item * B<input_tsv> => I<true> | 
| 523 |  |  |  |  |  |  |  | 
| 524 |  |  |  |  |  |  | Inform that input file is in TSV (tab-separated) format instead of CSV. | 
| 525 |  |  |  |  |  |  |  | 
| 526 |  |  |  |  |  |  | Overriden by C<--input-sep-char>, C<--input-quote-char>, C<--input-escape-char> | 
| 527 |  |  |  |  |  |  | options. If one of those options is specified, then C<--input-tsv> will be | 
| 528 |  |  |  |  |  |  | ignored. | 
| 529 |  |  |  |  |  |  |  | 
| 530 |  |  |  |  |  |  | =item * B<op>* => I<str> | 
| 531 |  |  |  |  |  |  |  | 
| 532 |  |  |  |  |  |  | Set operation to perform. | 
| 533 |  |  |  |  |  |  |  | 
| 534 |  |  |  |  |  |  | =item * B<output_always_quote> => I<bool> (default: 0) | 
| 535 |  |  |  |  |  |  |  | 
| 536 |  |  |  |  |  |  | Whether to always quote values. | 
| 537 |  |  |  |  |  |  |  | 
| 538 |  |  |  |  |  |  | When set to false (the default), values are quoted only when necessary: | 
| 539 |  |  |  |  |  |  |  | 
| 540 |  |  |  |  |  |  | field1,field2,"field three contains comma (,)",field4 | 
| 541 |  |  |  |  |  |  |  | 
| 542 |  |  |  |  |  |  | When set to true, then all values will be quoted: | 
| 543 |  |  |  |  |  |  |  | 
| 544 |  |  |  |  |  |  | "field1","field2","field three contains comma (,)","field4" | 
| 545 |  |  |  |  |  |  |  | 
| 546 |  |  |  |  |  |  | =item * B<output_escape_char> => I<str> | 
| 547 |  |  |  |  |  |  |  | 
| 548 |  |  |  |  |  |  | Specify character to escape value in field in output CSV, will be passed to Text::CSV_XS. | 
| 549 |  |  |  |  |  |  |  | 
| 550 |  |  |  |  |  |  | This is like C<--input-escape-char> option but for output instead of input. | 
| 551 |  |  |  |  |  |  |  | 
| 552 |  |  |  |  |  |  | Defaults to C<\\> (backslash). Overrides C<--output-tsv> option. | 
| 553 |  |  |  |  |  |  |  | 
| 554 |  |  |  |  |  |  | =item * B<output_filename> => I<filename> | 
| 555 |  |  |  |  |  |  |  | 
| 556 |  |  |  |  |  |  | Output filename. | 
| 557 |  |  |  |  |  |  |  | 
| 558 |  |  |  |  |  |  | Use C<-> to output to stdout (the default if you don't specify this option). | 
| 559 |  |  |  |  |  |  |  | 
| 560 |  |  |  |  |  |  | Encoding of output file is assumed to be UTF-8. | 
| 561 |  |  |  |  |  |  |  | 
| 562 |  |  |  |  |  |  | =item * B<output_header> => I<bool> | 
| 563 |  |  |  |  |  |  |  | 
| 564 |  |  |  |  |  |  | Whether output CSV should have a header row. | 
| 565 |  |  |  |  |  |  |  | 
| 566 |  |  |  |  |  |  | By default, a header row will be output I<if> input CSV has header row. Under | 
| 567 |  |  |  |  |  |  | C<--output-header>, a header row will be output even if input CSV does not have | 
| 568 |  |  |  |  |  |  | header row (value will be something like "col0,col1,..."). Under | 
| 569 |  |  |  |  |  |  | C<--no-output-header>, header row will I<not> be printed even if input CSV has | 
| 570 |  |  |  |  |  |  | header row. So this option can be used to unconditionally add or remove header | 
| 571 |  |  |  |  |  |  | row. | 
| 572 |  |  |  |  |  |  |  | 
| 573 |  |  |  |  |  |  | =item * B<output_quote_char> => I<str> | 
| 574 |  |  |  |  |  |  |  | 
| 575 |  |  |  |  |  |  | Specify field quote character in output CSV, will be passed to Text::CSV_XS. | 
| 576 |  |  |  |  |  |  |  | 
| 577 |  |  |  |  |  |  | This is like C<--input-quote-char> option but for output instead of input. | 
| 578 |  |  |  |  |  |  |  | 
| 579 |  |  |  |  |  |  | Defaults to C<"> (double quote). Overrides C<--output-tsv> option. | 
| 580 |  |  |  |  |  |  |  | 
| 581 |  |  |  |  |  |  | =item * B<output_quote_empty> => I<bool> (default: 0) | 
| 582 |  |  |  |  |  |  |  | 
| 583 |  |  |  |  |  |  | Whether to quote empty values. | 
| 584 |  |  |  |  |  |  |  | 
| 585 |  |  |  |  |  |  | When set to false (the default), empty values are not quoted: | 
| 586 |  |  |  |  |  |  |  | 
| 587 |  |  |  |  |  |  | field1,field2,,field4 | 
| 588 |  |  |  |  |  |  |  | 
| 589 |  |  |  |  |  |  | When set to true, then empty values will be quoted: | 
| 590 |  |  |  |  |  |  |  | 
| 591 |  |  |  |  |  |  | field1,field2,"",field4 | 
| 592 |  |  |  |  |  |  |  | 
| 593 |  |  |  |  |  |  | =item * B<output_sep_char> => I<str> | 
| 594 |  |  |  |  |  |  |  | 
| 595 |  |  |  |  |  |  | Specify field separator character in output CSV, will be passed to Text::CSV_XS. | 
| 596 |  |  |  |  |  |  |  | 
| 597 |  |  |  |  |  |  | This is like C<--input-sep-char> option but for output instead of input. | 
| 598 |  |  |  |  |  |  |  | 
| 599 |  |  |  |  |  |  | Defaults to C<,> (comma). Overrides C<--output-tsv> option. | 
| 600 |  |  |  |  |  |  |  | 
| 601 |  |  |  |  |  |  | =item * B<output_tsv> => I<bool> | 
| 602 |  |  |  |  |  |  |  | 
| 603 |  |  |  |  |  |  | Inform that output file is TSV (tab-separated) format instead of CSV. | 
| 604 |  |  |  |  |  |  |  | 
| 605 |  |  |  |  |  |  | This is like C<--input-tsv> option but for output instead of input. | 
| 606 |  |  |  |  |  |  |  | 
| 607 |  |  |  |  |  |  | Overriden by C<--output-sep-char>, C<--output-quote-char>, C<--output-escape-char> | 
| 608 |  |  |  |  |  |  | options. If one of those options is specified, then C<--output-tsv> will be | 
| 609 |  |  |  |  |  |  | ignored. | 
| 610 |  |  |  |  |  |  |  | 
| 611 |  |  |  |  |  |  | =item * B<overwrite> => I<bool> | 
| 612 |  |  |  |  |  |  |  | 
| 613 |  |  |  |  |  |  | Whether to override existing output file. | 
| 614 |  |  |  |  |  |  |  | 
| 615 |  |  |  |  |  |  | =item * B<result_fields> => I<str> | 
| 616 |  |  |  |  |  |  |  | 
| 617 |  |  |  |  |  |  | (No description) | 
| 618 |  |  |  |  |  |  |  | 
| 619 |  |  |  |  |  |  |  | 
| 620 |  |  |  |  |  |  | =back | 
| 621 |  |  |  |  |  |  |  | 
| 622 |  |  |  |  |  |  | Returns an enveloped result (an array). | 
| 623 |  |  |  |  |  |  |  | 
| 624 |  |  |  |  |  |  | First element ($status_code) is an integer containing HTTP-like status code | 
| 625 |  |  |  |  |  |  | (200 means OK, 4xx caller error, 5xx function error). Second element | 
| 626 |  |  |  |  |  |  | ($reason) is a string containing error message, or something like "OK" if status is | 
| 627 |  |  |  |  |  |  | 200. Third element ($payload) is the actual result, but usually not present when enveloped result is an error response ($status_code is not 2xx). Fourth | 
| 628 |  |  |  |  |  |  | element (%result_meta) is called result metadata and is optional, a hash | 
| 629 |  |  |  |  |  |  | that contains extra information, much like how HTTP response headers provide additional metadata. | 
| 630 |  |  |  |  |  |  |  | 
| 631 |  |  |  |  |  |  | Return value:  (any) | 
| 632 |  |  |  |  |  |  |  | 
| 633 |  |  |  |  |  |  | =head1 HOMEPAGE | 
| 634 |  |  |  |  |  |  |  | 
| 635 |  |  |  |  |  |  | Please visit the project's homepage at L<https://metacpan.org/release/App-CSVUtils>. | 
| 636 |  |  |  |  |  |  |  | 
| 637 |  |  |  |  |  |  | =head1 SOURCE | 
| 638 |  |  |  |  |  |  |  | 
| 639 |  |  |  |  |  |  | Source repository is at L<https://github.com/perlancar/perl-App-CSVUtils>. | 
| 640 |  |  |  |  |  |  |  | 
| 641 |  |  |  |  |  |  | =head1 AUTHOR | 
| 642 |  |  |  |  |  |  |  | 
| 643 |  |  |  |  |  |  | perlancar <perlancar@cpan.org> | 
| 644 |  |  |  |  |  |  |  | 
| 645 |  |  |  |  |  |  | =head1 CONTRIBUTING | 
| 646 |  |  |  |  |  |  |  | 
| 647 |  |  |  |  |  |  |  | 
| 648 |  |  |  |  |  |  | To contribute, you can send patches by email/via RT, or send pull requests on | 
| 649 |  |  |  |  |  |  | GitHub. | 
| 650 |  |  |  |  |  |  |  | 
| 651 |  |  |  |  |  |  | Most of the time, you don't need to build the distribution yourself. You can | 
| 652 |  |  |  |  |  |  | simply modify the code, then test via: | 
| 653 |  |  |  |  |  |  |  | 
| 654 |  |  |  |  |  |  | % prove -l | 
| 655 |  |  |  |  |  |  |  | 
| 656 |  |  |  |  |  |  | If you want to build the distribution (e.g. to try to install it locally on your | 
| 657 |  |  |  |  |  |  | system), you can install L<Dist::Zilla>, | 
| 658 |  |  |  |  |  |  | L<Dist::Zilla::PluginBundle::Author::PERLANCAR>, | 
| 659 |  |  |  |  |  |  | L<Pod::Weaver::PluginBundle::Author::PERLANCAR>, and sometimes one or two other | 
| 660 |  |  |  |  |  |  | Dist::Zilla- and/or Pod::Weaver plugins. Any additional steps required beyond | 
| 661 |  |  |  |  |  |  | that are considered a bug and can be reported to me. | 
| 662 |  |  |  |  |  |  |  | 
| 663 |  |  |  |  |  |  | =head1 COPYRIGHT AND LICENSE | 
| 664 |  |  |  |  |  |  |  | 
| 665 |  |  |  |  |  |  | This software is copyright (c) 2023, 2022, 2021, 2020, 2019, 2018, 2017, 2016 by perlancar <perlancar@cpan.org>. | 
| 666 |  |  |  |  |  |  |  | 
| 667 |  |  |  |  |  |  | This is free software; you can redistribute it and/or modify it under | 
| 668 |  |  |  |  |  |  | the same terms as the Perl 5 programming language system itself. | 
| 669 |  |  |  |  |  |  |  | 
| 670 |  |  |  |  |  |  | =head1 BUGS | 
| 671 |  |  |  |  |  |  |  | 
| 672 |  |  |  |  |  |  | Please report any bugs or feature requests on the bugtracker website L<https://rt.cpan.org/Public/Dist/Display.html?Name=App-CSVUtils> | 
| 673 |  |  |  |  |  |  |  | 
| 674 |  |  |  |  |  |  | When submitting a bug or request, please include a test-file or a | 
| 675 |  |  |  |  |  |  | patch to an existing test-file that illustrates the bug or desired | 
| 676 |  |  |  |  |  |  | feature. | 
| 677 |  |  |  |  |  |  |  | 
| 678 |  |  |  |  |  |  | =cut |