{"ok": true, "database": "tils", "table": "til", "rows": [{"path": "django_migration-postgresql-fuzzystrmatch.md", "topic": "django", "title": "Enabling the fuzzystrmatch extension in PostgreSQL with a Django migration", "url": "https://github.com/simonw/til/blob/main/django/migration-postgresql-fuzzystrmatch.md", "body": "The PostgreSQL [fuzzystrmatch extension](https://www.postgresql.org/docs/13/fuzzystrmatch.html) enables several functions for fuzzy string matching: `soundex()`, `difference()`, `levenshtein()`, `levenshtein_less_equal()`, `metaphone()`, `dmetaphone()` and `dmetaphone_alt()`.\n\nEnabling them for use with Django turns out to be really easy - it just takes a migration that looks something like this:\n\n```python\nfrom django.contrib.postgres.operations import CreateExtension\nfrom django.db import migrations\n\n\nclass Migration(migrations.Migration):\n\n    dependencies = [\n        (\"core\", \"0089_importrun_sourcelocation\"),\n    ]\n\n    operations = [\n        CreateExtension(name=\"fuzzystrmatch\"),\n    ]\n```", "html": "<p>The PostgreSQL <a href=\"https://www.postgresql.org/docs/13/fuzzystrmatch.html\" rel=\"nofollow\">fuzzystrmatch extension</a> enables several functions for fuzzy string matching: <code>soundex()</code>, <code>difference()</code>, <code>levenshtein()</code>, <code>levenshtein_less_equal()</code>, <code>metaphone()</code>, <code>dmetaphone()</code> and <code>dmetaphone_alt()</code>.</p>\n<p>Enabling them for use with Django turns out to be really easy - it just takes a migration that looks something like this:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">contrib</span>.<span class=\"pl-s1\">postgres</span>.<span class=\"pl-s1\">operations</span> <span class=\"pl-k\">import</span> <span class=\"pl-v\">CreateExtension</span>\n<span class=\"pl-k\">from</span> <span class=\"pl-s1\">django</span>.<span class=\"pl-s1\">db</span> <span class=\"pl-k\">import</span> <span class=\"pl-s1\">migrations</span>\n\n\n<span class=\"pl-k\">class</span> <span class=\"pl-v\">Migration</span>(<span class=\"pl-s1\">migrations</span>.<span class=\"pl-v\">Migration</span>):\n\n    <span class=\"pl-s1\">dependencies</span> <span class=\"pl-c1\">=</span> [\n        (<span class=\"pl-s\">\"core\"</span>, <span class=\"pl-s\">\"0089_importrun_sourcelocation\"</span>),\n    ]\n\n    <span class=\"pl-s1\">operations</span> <span class=\"pl-c1\">=</span> [\n        <span class=\"pl-v\">CreateExtension</span>(<span class=\"pl-s1\">name</span><span class=\"pl-c1\">=</span><span class=\"pl-s\">\"fuzzystrmatch\"</span>),\n    ]</pre></div>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-04-18T12:32:58-07:00", "created_utc": "2021-04-18T19:32:58+00:00", "updated": "2021-04-18T12:32:58-07:00", "updated_utc": "2021-04-18T19:32:58+00:00", "shot_hash": "a95d79750b014c729ca6aca5db4665ee", "slug": "migration-postgresql-fuzzystrmatch"}], "primary_keys": ["path"], "primary_key_values": ["django_migration-postgresql-fuzzystrmatch.md"], "query_ms": 2.1148599989828654, "truncated": false}