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authorMatthew Somerville <matthew-github@dracos.co.uk>2015-06-05 17:37:48 +0100
committerTim Graham <timograham@gmail.com>2016-05-13 12:38:21 -0400
commit1962a96a30e02de78a674a2e02979c00cc55655b (patch)
tree2abaf90658eaf619563b96aa7c8c810e5b83f365 /docs
parentd7334b405fb0e677e79cb064074df68188f0ddb5 (diff)
Fixed #24938 -- Added PostgreSQL trigram support.
Diffstat (limited to 'docs')
-rw-r--r--docs/ref/contrib/postgres/lookups.txt26
-rw-r--r--docs/ref/contrib/postgres/operations.txt10
-rw-r--r--docs/ref/contrib/postgres/search.txt55
-rw-r--r--docs/releases/1.10.txt4
-rw-r--r--docs/topics/db/search.txt5
5 files changed, 98 insertions, 2 deletions
diff --git a/docs/ref/contrib/postgres/lookups.txt b/docs/ref/contrib/postgres/lookups.txt
index 1f0af07b0d..daf784e221 100644
--- a/docs/ref/contrib/postgres/lookups.txt
+++ b/docs/ref/contrib/postgres/lookups.txt
@@ -2,6 +2,32 @@
PostgreSQL specific lookups
===========================
+Trigram similarity
+==================
+
+.. fieldlookup:: trigram_similar
+
+.. versionadded:: 1.10
+
+The ``trigram_similar`` lookup allows you to perform trigram lookups,
+measuring the number of trigrams (three consecutive characters) shared, using a
+dedicated PostgreSQL extension. A trigram lookup is given an expression and
+returns results that have a similarity measurement greater than the current
+similarity threshold.
+
+To use it, add ``'django.contrib.postgres'`` in your :setting:`INSTALLED_APPS`
+and activate the `pg_trgm extension
+<http://www.postgresql.org/docs/current/interactive/pgtrgm.html>`_ on
+PostgreSQL. You can install the extension using the
+:class:`~django.contrib.postgres.operations.TrigramExtension` migration
+operation.
+
+The ``trigram_similar`` lookup can be used on
+:class:`~django.db.models.CharField` and :class:`~django.db.models.TextField`::
+
+ >>> City.objects.filter(name__trigram_similar="Middlesborough")
+ ['<City: Middlesbrough>']
+
``Unaccent``
============
diff --git a/docs/ref/contrib/postgres/operations.txt b/docs/ref/contrib/postgres/operations.txt
index b889105283..f4dd44ebbd 100644
--- a/docs/ref/contrib/postgres/operations.txt
+++ b/docs/ref/contrib/postgres/operations.txt
@@ -27,6 +27,16 @@ the ``django.contrib.postgres.operations`` module.
which will install the ``hstore`` extension and also immediately set up the
connection to interpret hstore data.
+``TrigramExtension``
+====================
+
+.. class:: TrigramExtension()
+
+ .. versionadded:: 1.10
+
+ A subclass of :class:`~django.contrib.postgres.operations.CreateExtension`
+ that installs the ``pg_trgm`` extension.
+
``UnaccentExtension``
=====================
diff --git a/docs/ref/contrib/postgres/search.txt b/docs/ref/contrib/postgres/search.txt
index 592e730e8e..24000d341b 100644
--- a/docs/ref/contrib/postgres/search.txt
+++ b/docs/ref/contrib/postgres/search.txt
@@ -189,3 +189,58 @@ if it were an annotated ``SearchVector``::
[<Entry: Cheese on Toast recipes>, <Entry: Pizza recipes>]
.. _PostgreSQL documentation: http://www.postgresql.org/docs/current/static/textsearch-features.html#TEXTSEARCH-UPDATE-TRIGGERS
+
+Trigram similarity
+==================
+
+Another approach to searching is trigram similarity. A trigram is a group of
+three consecutive characters. In addition to the :lookup:`trigram_similar`
+lookup, you can use a couple of other expressions.
+
+To use them, you need to activate the `pg_trgm extension
+<http://www.postgresql.org/docs/current/interactive/pgtrgm.html>`_ on
+PostgreSQL. You can install it using the
+:class:`~django.contrib.postgres.operations.TrigramExtension` migration
+operation.
+
+``TrigramSimilarity``
+---------------------
+
+.. class:: TrigramSimilarity(expression, string, **extra)
+
+.. versionadded:: 1.10
+
+Accepts a field name or expression, and a string or expression. Returns the
+trigram similarity between the two arguments.
+
+Usage example::
+
+ >>> from django.contrib.postgres.search import TrigramSimilarity
+ >>> Author.objects.create(name='Katy Stevens')
+ >>> Author.objects.create(name='Stephen Keats')
+ >>> test = 'Katie Stephens'
+ >>> Author.objects.annotate(
+ ... similarity=TrigramSimilarity('name', test),
+ ... ).filter(similarity__gt=0.3).order_by('-similarity')
+ [<Author: Katy Stephens>, <Author: Stephen Keats>]
+
+``TrigramDistance``
+-------------------
+
+.. class:: TrigramDistance(expression, string, **extra)
+
+.. versionadded:: 1.10
+
+Accepts a field name or expression, and a string or expression. Returns the
+trigram distance between the two arguments.
+
+Usage example::
+
+ >>> from django.contrib.postgres.search import TrigramDistance
+ >>> Author.objects.create(name='Katy Stevens')
+ >>> Author.objects.create(name='Stephen Keats')
+ >>> test = 'Katie Stephens'
+ >>> Author.objects.annotate(
+ ... distance=TrigramDistance('name', test),
+ ... ).filter(distance__lte=0.7).order_by('distance')
+ [<Author: Katy Stephens>, <Author: Stephen Keats>]
diff --git a/docs/releases/1.10.txt b/docs/releases/1.10.txt
index 29af587eec..0463a284b3 100644
--- a/docs/releases/1.10.txt
+++ b/docs/releases/1.10.txt
@@ -33,6 +33,10 @@ search engine. You can search across multiple fields in your relational
database, combine the searches with other lookups, use different language
configurations and weightings, and rank the results by relevance.
+It also now includes trigram support, using the :lookup:`trigram_similar`
+lookup, and the :class:`~django.contrib.postgres.search.TrigramSimilarity` and
+:class:`~django.contrib.postgres.search.TrigramDistance` expressions.
+
Minor features
--------------
diff --git a/docs/topics/db/search.txt b/docs/topics/db/search.txt
index fd62c6909c..04d84552df 100644
--- a/docs/topics/db/search.txt
+++ b/docs/topics/db/search.txt
@@ -55,11 +55,12 @@ use :lookup:`unaccented comparison <unaccent>`::
This shows another issue, where we are matching against a different spelling of
the name. In this case we have an asymmetry though - a search for ``Helen``
will pick up ``Helena`` or ``Hélène``, but not the reverse. Another option
-would be to use a trigram comparison, which compares sequences of letters.
+would be to use a :lookup:`trigram_similar` comparison, which compares
+sequences of letters.
For example::
- >>> Author.objects.filter(name__unaccent__lower__trigram='Hélène')
+ >>> Author.objects.filter(name__unaccent__lower__trigram_similar='Hélène')
[<Author: Helen Mirren>, <Actor: Hélène Joy>]
Now we have a different problem - the longer name of "Helena Bonham Carter"