PGroonga: Multilingual Full Text Search

PGroonga is a PostgreSQL extension adding a full text search indexing method based on Groonga. While native PostgreSQL supports full text indexing, it is limited to alphabet and digit based languages. PGroonga offers a wider range of character support making it viable for a superset of languages supported by PostgreSQL including Japanese, Chinese, etc.

Enable the extension#

Go to the Database page in the Dashboard.
Click on Extensions in the sidebar.
Search for "pgroonga" and enable the extension.

Creating a full text search index#

Given a table with a text column:

create table memos (
  id serial primary key,
  content text
);

We can index the column for full text search with a pgroonga index:

create index ix_memos_content ON memos USING pgroonga(content);

To test the full text index, we'll add some data.

insert into memos(content)
values
  ('PostgreSQL is a relational database management system.'),
  ('Groonga is a fast full text search engine that supports all languages.'),
  ('PGroonga is a PostgreSQL extension that uses Groonga as index.'),
  ('There is groonga command.');

The PostgreSQL query planner is smart enough to know that, for extremely small tables, it's faster to scan the whole table rather than loading an index. To force the index to be used, we can disable sequential scans:

-- For testing only. Don't do this in production
set enable_seqscan = off;

Now if we run an explain plan on a query filtering on memos.content:

explain select * from memos where content like '%engine%';

                               QUERY PLAN
-----------------------------------------------------------------------------
Index Scan using ix_memos_content on memos  (cost=0.00..1.11 rows=1 width=36)
  Index Cond: (content ~~ '%engine%'::text)
(2 rows)

The pgroonga index is used to retrive the result set:

| id  | content                                                                  |
| --- | ------------------------------------------------------------------------ |
| 2   | 'Groonga is a fast full text search engine that supports all languages.' |

Full Text Search#

The &@~ operator performs full text search. It returns any matching results. Unlike LIKE operator, pgroonga can search any text that contains the keyword case insensitive.

Take the following example:

select * from memos where content &@~ 'groonga';

And the result:

id | content  
----+------------------------------------------------------------------------
2 | Groonga is a fast full text search engine that supports all languages.
3 | PGroonga is a PostgreSQL extension that uses Groonga as index.
4 | There is groonga command.
(3 rows)

Match all search words#

To find all memos where content contains BOTH of the words postgres and pgroonga, we can just use space to separate each words:

select * from memos where content &@~ 'postgres pgroonga';

And the result:

id | content  
----+----------------------------------------------------------------
3 | PGroonga is a PostgreSQL extension that uses Groonga as index.
(1 row)

Match any search words#

To find all memos where content contain ANY of the words postgres or pgroonga, use the upper case OR:

select * from memos where content &@~ 'postgres OR pgroonga';

And the result:

id | content  
----+----------------------------------------------------------------
1 | PostgreSQL is a relational database management system.
3 | PGroonga is a PostgreSQL extension that uses Groonga as index.
(2 rows)

Search that matches words with negation#

To find all memos where content contain the word postgres but not pgroonga, use - symbol:

select * from memos where content &@~ 'postgres -pgroonga';

And the result:

id | content  
----+--------------------------------------------------------
1 | PostgreSQL is a relational database management system.
(1 row)

Resources#

Official PGroonga documentation

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