2010-10-21 23:21:07 +00:00
|
|
|
django-mysqlfulltextsearch
|
|
|
|
==============================
|
|
|
|
|
|
|
|
django-mysqlfulltextsearch is a simple plug-in for Django that
|
|
|
|
provides access to MySQL's FULLTEXT INDEX feature available in MySQL
|
|
|
|
5.0 and up.
|
|
|
|
|
|
|
|
Although Django supports the "search" lookup in QuerySet filters
|
|
|
|
[http://docs.djangoproject.com/en/dev/ref/models/querysets/#search],
|
|
|
|
the docs specify that you must create the fulltext index yourself.
|
|
|
|
This variant, inspired by code from a blog entry by Andrew Durdin
|
|
|
|
[http://www.mercurytide.co.uk/news/article/django-full-text-search/],
|
|
|
|
includes a return value "relevance," which is the score MySQL awards
|
|
|
|
to each row returned. This is a win for small sites that do not need
|
|
|
|
a heavyweight search solution such as Lucene or Xapian. ("relevance"
|
|
|
|
is supposed to be a configurable dynamic field name, but I haven't
|
|
|
|
provided a reliable path to change it yet.)
|
|
|
|
|
|
|
|
Along with the updated API, this code provides for index discovery.
|
|
|
|
If a table has exactly one fulltext index, you can create a
|
|
|
|
SearchManager without declaring any fields at all, and it will
|
|
|
|
auto-discover the index on its own. If you specify a tuple of search
|
|
|
|
fields for which no corresponding index exists, the returned exception
|
|
|
|
will include a list of valid indices.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Standard Usage:
|
|
|
|
---------------
|
|
|
|
|
|
|
|
Create the index. For the model "book" in the app "Books":
|
|
|
|
|
2010-10-21 23:22:29 +00:00
|
|
|
./manage dbshell
|
|
|
|
> CREATE FULLTEXT INDEX book_title on books_book (title, summary)
|
2010-10-21 23:21:07 +00:00
|
|
|
|
|
|
|
Or via South:
|
|
|
|
|
2010-10-21 23:22:29 +00:00
|
|
|
def forwards(self, orm):
|
|
|
|
db.execute('CREATE FULLTEXT INDEX book_text_index ON books_book (title, summary)')
|
2010-10-21 23:21:07 +00:00
|
|
|
|
|
|
|
Using the index:
|
|
|
|
|
2010-10-21 23:22:29 +00:00
|
|
|
from mysqlfulltextsearch import SearchManager
|
|
|
|
class Books:
|
|
|
|
...
|
|
|
|
objects = SearchManager()
|
|
|
|
|
|
|
|
books = Book.objects.search('The Metamorphosis', ('title', 'summary')).order_by('-relevance')
|
2010-10-21 23:21:07 +00:00
|
|
|
|
2010-10-21 23:22:29 +00:00
|
|
|
> books[0].title
|
|
|
|
"The Metamorphosis"
|
|
|
|
> books[0].author
|
|
|
|
"Franz Kafka"
|
|
|
|
> books[0].relevance
|
|
|
|
9.4
|
2010-10-21 23:21:07 +00:00
|
|
|
|
|
|
|
If there is only one index for the table, the fields do not need to be
|
|
|
|
specified, the SearchQuerySet object can find it automatically:
|
|
|
|
|
2010-10-21 23:22:29 +00:00
|
|
|
from mysqlfulltextsearch import SearchManager
|
|
|
|
class Books:
|
|
|
|
...
|
|
|
|
objects = SearchManager()
|
2010-10-21 23:21:07 +00:00
|
|
|
|
2010-10-21 23:22:29 +00:00
|
|
|
books = Book.objects.search('The Metamorphosis').order_by('-relevance')
|
2010-10-21 23:21:07 +00:00
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Tips:
|
|
|
|
-----
|
|
|
|
Generating the index is a relatively heavyweight process. When you
|
|
|
|
have a few thousand documents, it might be best to load them first,
|
|
|
|
then generate the index afterward.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
To Do:
|
|
|
|
-----
|
|
|
|
|
|
|
|
-- Easy
|
|
|
|
|
|
|
|
Make the "relevance" dynamic field name configurable.
|
|
|
|
|
|
|
|
|
|
|
|
-- Moderate
|
|
|
|
|
|
|
|
Provide means for matching against BOOLEAN, NATURAL LANGUAGE, and
|
|
|
|
QUERY EXPANSION modes. (Preliminary experiments with this revealed
|
|
|
|
some... interesting... problems with parameter quotation.)
|
|
|
|
|
|
|
|
|
|
|
|
-- Difficult
|
|
|
|
|
|
|
|
Provide means for using a SearchManager to access indices on joined
|
|
|
|
tables, for example:
|
|
|
|
|
|
|
|
Author.objects.search("The Metamorphosis", "book__title")
|
|
|
|
|
|
|
|
-- Insane
|
|
|
|
|
|
|
|
Provide for a way to have FULLTEXT search indices specified in a
|
|
|
|
model's Meta class, and have syncdb or south pick up that information
|
|
|
|
and do the right thing with it.
|