postgresql/doc/src/sgml/fuzzystrmatch.sgml
Tom Lane eb67623c96 Mark some contrib modules as "trusted".
This allows these modules to be installed into a database without
superuser privileges (assuming that the DBA or sysadmin has installed
the module's files in the expected place).  You only need CREATE
privilege on the current database, which by default would be
available to the database owner.

The following modules are marked trusted:

btree_gin
btree_gist
citext
cube
dict_int
earthdistance
fuzzystrmatch
hstore
hstore_plperl
intarray
isn
jsonb_plperl
lo
ltree
pg_trgm
pgcrypto
seg
tablefunc
tcn
tsm_system_rows
tsm_system_time
unaccent
uuid-ossp

In the future we might mark some more modules trusted, but there
seems to be no debate about these, and on the whole it seems wise
to be conservative with use of this feature to start out with.

Discussion: https://postgr.es/m/32315.1580326876@sss.pgh.pa.us
2020-02-13 15:02:35 -05:00

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<!-- doc/src/sgml/fuzzystrmatch.sgml -->
<sect1 id="fuzzystrmatch" xreflabel="fuzzystrmatch">
<title>fuzzystrmatch</title>
<indexterm zone="fuzzystrmatch">
<primary>fuzzystrmatch</primary>
</indexterm>
<para>
The <filename>fuzzystrmatch</filename> module provides several
functions to determine similarities and distance between strings.
</para>
<caution>
<para>
At present, the <function>soundex</function>, <function>metaphone</function>,
<function>dmetaphone</function>, and <function>dmetaphone_alt</function> functions do
not work well with multibyte encodings (such as UTF-8).
</para>
</caution>
<para>
This module is considered <quote>trusted</quote>, that is, it can be
installed by non-superusers who have <literal>CREATE</literal> privilege
on the current database.
</para>
<sect2>
<title>Soundex</title>
<para>
The Soundex system is a method of matching similar-sounding names
by converting them to the same code. It was initially used by the
United States Census in 1880, 1900, and 1910. Note that Soundex
is not very useful for non-English names.
</para>
<para>
The <filename>fuzzystrmatch</filename> module provides two functions
for working with Soundex codes:
</para>
<indexterm>
<primary>soundex</primary>
</indexterm>
<indexterm>
<primary>difference</primary>
</indexterm>
<synopsis>
soundex(text) returns text
difference(text, text) returns int
</synopsis>
<para>
The <function>soundex</function> function converts a string to its Soundex code.
The <function>difference</function> function converts two strings to their Soundex
codes and then reports the number of matching code positions. Since
Soundex codes have four characters, the result ranges from zero to four,
with zero being no match and four being an exact match. (Thus, the
function is misnamed &mdash; <function>similarity</function> would have been
a better name.)
</para>
<para>
Here are some usage examples:
</para>
<programlisting>
SELECT soundex('hello world!');
SELECT soundex('Anne'), soundex('Ann'), difference('Anne', 'Ann');
SELECT soundex('Anne'), soundex('Andrew'), difference('Anne', 'Andrew');
SELECT soundex('Anne'), soundex('Margaret'), difference('Anne', 'Margaret');
CREATE TABLE s (nm text);
INSERT INTO s VALUES ('john');
INSERT INTO s VALUES ('joan');
INSERT INTO s VALUES ('wobbly');
INSERT INTO s VALUES ('jack');
SELECT * FROM s WHERE soundex(nm) = soundex('john');
SELECT * FROM s WHERE difference(s.nm, 'john') &gt; 2;
</programlisting>
</sect2>
<sect2>
<title>Levenshtein</title>
<para>
This function calculates the Levenshtein distance between two strings:
</para>
<indexterm>
<primary>levenshtein</primary>
</indexterm>
<indexterm>
<primary>levenshtein_less_equal</primary>
</indexterm>
<synopsis>
levenshtein(text source, text target, int ins_cost, int del_cost, int sub_cost) returns int
levenshtein(text source, text target) returns int
levenshtein_less_equal(text source, text target, int ins_cost, int del_cost, int sub_cost, int max_d) returns int
levenshtein_less_equal(text source, text target, int max_d) returns int
</synopsis>
<para>
Both <literal>source</literal> and <literal>target</literal> can be any
non-null string, with a maximum of 255 characters. The cost parameters
specify how much to charge for a character insertion, deletion, or
substitution, respectively. You can omit the cost parameters, as in
the second version of the function; in that case they all default to 1.
</para>
<para>
<function>levenshtein_less_equal</function> is an accelerated version of the
Levenshtein function for use when only small distances are of interest.
If the actual distance is less than or equal to <literal>max_d</literal>,
then <function>levenshtein_less_equal</function> returns the correct
distance; otherwise it returns some value greater than <literal>max_d</literal>.
If <literal>max_d</literal> is negative then the behavior is the same as
<function>levenshtein</function>.
</para>
<para>
Examples:
</para>
<screen>
test=# SELECT levenshtein('GUMBO', 'GAMBOL');
levenshtein
-------------
2
(1 row)
test=# SELECT levenshtein('GUMBO', 'GAMBOL', 2, 1, 1);
levenshtein
-------------
3
(1 row)
test=# SELECT levenshtein_less_equal('extensive', 'exhaustive', 2);
levenshtein_less_equal
------------------------
3
(1 row)
test=# SELECT levenshtein_less_equal('extensive', 'exhaustive', 4);
levenshtein_less_equal
------------------------
4
(1 row)
</screen>
</sect2>
<sect2>
<title>Metaphone</title>
<para>
Metaphone, like Soundex, is based on the idea of constructing a
representative code for an input string. Two strings are then
deemed similar if they have the same codes.
</para>
<para>
This function calculates the metaphone code of an input string:
</para>
<indexterm>
<primary>metaphone</primary>
</indexterm>
<synopsis>
metaphone(text source, int max_output_length) returns text
</synopsis>
<para>
<literal>source</literal> has to be a non-null string with a maximum of
255 characters. <literal>max_output_length</literal> sets the maximum
length of the output metaphone code; if longer, the output is truncated
to this length.
</para>
<para>
Example:
</para>
<screen>
test=# SELECT metaphone('GUMBO', 4);
metaphone
-----------
KM
(1 row)
</screen>
</sect2>
<sect2>
<title>Double Metaphone</title>
<para>
The Double Metaphone system computes two <quote>sounds like</quote> strings
for a given input string &mdash; a <quote>primary</quote> and an
<quote>alternate</quote>. In most cases they are the same, but for non-English
names especially they can be a bit different, depending on pronunciation.
These functions compute the primary and alternate codes:
</para>
<indexterm>
<primary>dmetaphone</primary>
</indexterm>
<indexterm>
<primary>dmetaphone_alt</primary>
</indexterm>
<synopsis>
dmetaphone(text source) returns text
dmetaphone_alt(text source) returns text
</synopsis>
<para>
There is no length limit on the input strings.
</para>
<para>
Example:
</para>
<screen>
test=# SELECT dmetaphone('gumbo');
dmetaphone
------------
KMP
(1 row)
</screen>
</sect2>
</sect1>