{"ok": true, "database": "tils", "table": "til", "rows": [{"path": "django_postgresql-full-text-search-admin.md", "topic": "django", "title": "PostgreSQL full-text search in the Django Admin", "url": "https://github.com/simonw/til/blob/main/django/postgresql-full-text-search-admin.md", "body": "Django 3.1 introduces PostgreSQL `search_type=\"websearch\"` - which gives you search with advanced operators like `\"phrase search\" -excluding`. James Turk [wrote about this here](https://jamesturk.net/posts/websearch-in-django-31/), and it's also in [my weeknotes](https://simonwillison.net/2020/Jul/23/datasette-copyable-datasette-insert-api/).\n\nI decided to add it to my Django Admin interface. It was _really easy_ using the `get_search_results()` model admin method, [documented here](https://docs.djangoproject.com/en/3.0/ref/contrib/admin/#django.contrib.admin.ModelAdmin.get_search_results).\n\nMy models already have a `search_document` full-text search column, as described in [Implementing faceted search with Django and PostgreSQL](https://simonwillison.net/2017/Oct/5/django-postgresql-faceted-search/). So all I needed to add to my `ModelAdmin` subclasses was this:\n\n```python\n    def get_search_results(self, request, queryset, search_term):\n        if not search_term:\n            return super().get_search_results(\n                request, queryset, search_term\n            )\n        query = SearchQuery(search_term, search_type=\"websearch\")\n        rank = SearchRank(F(\"search_document\"), query)\n        queryset = (\n            queryset\n            .annotate(rank=rank)\n            .filter(search_document=query)\n            .order_by(\"-rank\")\n        )\n        return queryset, False\n```\nHere's [the full implementation](https://github.com/simonw/simonwillisonblog/blob/6c0de9f9976ef831fe92106be662d77dfe80b32a/blog/admin.py) for my personal blog.", "html": "<p>Django 3.1 introduces PostgreSQL <code>search_type=\"websearch\"</code> - which gives you search with advanced operators like <code>\"phrase search\" -excluding</code>. James Turk <a href=\"https://jamesturk.net/posts/websearch-in-django-31/\" rel=\"nofollow\">wrote about this here</a>, and it's also in <a href=\"https://simonwillison.net/2020/Jul/23/datasette-copyable-datasette-insert-api/\" rel=\"nofollow\">my weeknotes</a>.</p>\n<p>I decided to add it to my Django Admin interface. It was <em>really easy</em> using the <code>get_search_results()</code> model admin method, <a href=\"https://docs.djangoproject.com/en/3.0/ref/contrib/admin/#django.contrib.admin.ModelAdmin.get_search_results\" rel=\"nofollow\">documented here</a>.</p>\n<p>My models already have a <code>search_document</code> full-text search column, as described in <a href=\"https://simonwillison.net/2017/Oct/5/django-postgresql-faceted-search/\" rel=\"nofollow\">Implementing faceted search with Django and PostgreSQL</a>. So all I needed to add to my <code>ModelAdmin</code> subclasses was this:</p>\n<div class=\"highlight highlight-source-python\"><pre>    <span class=\"pl-k\">def</span> <span class=\"pl-en\">get_search_results</span>(<span class=\"pl-s1\">self</span>, <span class=\"pl-s1\">request</span>, <span class=\"pl-s1\">queryset</span>, <span class=\"pl-s1\">search_term</span>):\n        <span class=\"pl-k\">if</span> <span class=\"pl-c1\">not</span> <span class=\"pl-s1\">search_term</span>:\n            <span class=\"pl-k\">return</span> <span class=\"pl-en\">super</span>().<span class=\"pl-en\">get_search_results</span>(\n                <span class=\"pl-s1\">request</span>, <span class=\"pl-s1\">queryset</span>, <span class=\"pl-s1\">search_term</span>\n            )\n        <span class=\"pl-s1\">query</span> <span class=\"pl-c1\">=</span> <span class=\"pl-v\">SearchQuery</span>(<span class=\"pl-s1\">search_term</span>, <span class=\"pl-s1\">search_type</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"websearch\"</span>)\n        <span class=\"pl-s1\">rank</span> <span class=\"pl-c1\">=</span> <span class=\"pl-v\">SearchRank</span>(<span class=\"pl-v\">F</span>(<span class=\"pl-s\">\"search_document\"</span>), <span class=\"pl-s1\">query</span>)\n        <span class=\"pl-s1\">queryset</span> <span class=\"pl-c1\">=</span> (\n            <span class=\"pl-s1\">queryset</span>\n            .<span class=\"pl-en\">annotate</span>(<span class=\"pl-s1\">rank</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">rank</span>)\n            .<span class=\"pl-en\">filter</span>(<span class=\"pl-s1\">search_document</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">query</span>)\n            .<span class=\"pl-en\">order_by</span>(<span class=\"pl-s\">\"-rank\"</span>)\n        )\n        <span class=\"pl-k\">return</span> <span class=\"pl-s1\">queryset</span>, <span class=\"pl-c1\">False</span></pre></div>\n<p>Here's <a href=\"https://github.com/simonw/simonwillisonblog/blob/6c0de9f9976ef831fe92106be662d77dfe80b32a/blog/admin.py\">the full implementation</a> for my personal blog.</p>\n", "shot": {"$base64": true, "encoded": "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"}, "created": "2020-07-25T15:36:17-07:00", "created_utc": "2020-07-25T22:36:17+00:00", "updated": "2020-07-25T15:36:17-07:00", "updated_utc": "2020-07-25T22:36:17+00:00", "shot_hash": "8239440a6854c5c8b57e7d7f3ca75098", "slug": "postgresql-full-text-search-admin"}], "primary_keys": ["path"], "primary_key_values": ["django_postgresql-full-text-search-admin.md"], "query_ms": 2.260229997773422, "truncated": false}