NAME
Text::RecordDeduper - Separate complete, partial and near duplicate text records
SYNOPSIS
use Text::RecordDeduper;
my $deduperr = new Text::RecordDeduper;
# Find and remove entire lines that are duplicated
$deduperr->dedupe_file("orig.txt");
# Dedupe comma separated records, duplicates defined by several fields
$deduper->field_separator(',');
$deduper->add_key(field_number => 1, ignore_case => 1 );
$deduper->add_key(field_number => 2, ignore_whitespace => 1);
# Find 'near' dupes by allowing for given name aliases
my %nick_names = (Bob => 'Robert',Rob => 'Robert');
my $near_deduper = new Text::RecordDeduper();
$near_deduper->add_key(field_number => 2, alias => \%nick_names) or die;
$near_deduper->dedupe_file("names.txt");
DESCRIPTION
This module allows you to take a text file of records and split it into a file of unique and a file of duplicate records.
Records are defined as a set of fields. Fields may be sepearted by spaces, commas, tabs or any other delimiter. Records are separated by a new line.
If no options are specifed, a duplicate will be created only when an entire record is duplicated.
By specifying options a duplicate record is defined by which fields or partial fields must not occur more than once per record. There are also options to ignore case sensitivity, leading and trailing white space.
Additionally 'near' or 'fuzzy' duplicates can be defined. This is done by creating aliases, such as Bob => Robert.
Example
Given a text file names.txt with space separated values and duplicates defined by the second and third columns:
100 Robert Smith
101 Bob Smith
102 John Brown
103 Jack White
104 Bob Smythe
105 Robert Smith
use Text::RecordDeduper;
my %nick_names = (Bob => 'Robert',Rob => 'Robert');
my $near_deduper = new Text::RecordDeduper();
$near_deduper->field_separator(' ');
$near_deduper->add_key(field_number => 2, alias => \%nick_names) or die;
$near_deduper->add_key(field_number => 3) or die;
$near_deduper->dedupe_file("names.txt");
Text::RecordDeduper will produce a file of unique records, names_uniqs.txt
100 Robert Smith
102 John Brown
103 Jack White
104 Bob Smythe
and a file of duplicates, names_dupes.txt
101 Bob Smith
105 Robert Smith
The original file, names.txt is left intact.
METHODS
new
The new
method creates an instance of a deduping object. This must be called before any of the following methods are invoked.
field_separator
Sets the token to use as the field delimiter. Accepts any character as well as Perl escaped characters such as \t etc. If this method ins not called the deduper assumes you have fixed width fields .
$deduper->field_separator(',');
add_key
Lets you add a field to the definition of a duplicate record. If no keys have been added, the entire record will become the key, so that only records duplicated in their entirity are removed.
$deduper->add_key
(
field_number => 1,
key_length => 5,
ignore_case => 1,
ignore_whitespace => 1,
alias => \%nick_names
);
- field_number
-
Specifies the number of the field in the record to add to the key (1,2 ...). Note that this option only applies to character separated data. You will get a warning if you try to specify a field_number for fixed width data.
- start_pos
-
Specifies the position of the field in characters to add to the key. Note that this option only applies to fixed width data. You will get a warning if you try to specify a start_pos for character separated data. You must also specify a key_length
- key_length
-
The length of a key field. This must be specifed if you are using fixed width data (along with a start_pos). It is optional for character separated data.
- ignore_case
-
When defining a duplicate, ignore the case of characters, so Robert and ROBERT are equivalent.
- ignore_whitespace
-
When defining a duplicate, ignore white space that leasd or trails a field's data.
- alias
-
When defining a duplicate, allow for aliases substitution. For example
my %nick_names = (Bob => 'Robert',Rob => 'Robert'); $near_deduper->add_key(field_number => 2, alias => \%nick_names) or die;
Whenever field 2 contains 'Bob', it will be treated as a duplicate of a record where field 2 contains 'Robert'.
dedupe_file
$deduper->dedupe_file("orig.txt");
TO DO
Allow for multi line records
Add batch mode driven by config file or command line options
Allow user to warn when over writing output files
Allow user to customise suffix for uniq and dupe output files
SEE ALSO
sort(3), uniq(3), Text::ParseWords, Text::RecordParser, Text::xSV
AUTHOR
RecordDeduper was written by Kim Ryan <kimryan at cpan d o t org>
COPYRIGHT AND LICENSE
Copyright (C) 2005 Kim Ryan.
This library is free software; you can redistribute it and/or modify it under the same terms as Perl itself, either Perl version 5.8.4 or, at your option, any later version of Perl 5 you may have available.