Finding Missing Indexes That Django Wants (Postgres)¶
On Monday at work, our sites started to slow to a crawl. We looked to diagnose the problem, and found that the database server had a load of 10, and was struggling to keep up with the morning rush of traffic. After EXPLAINing the slow queries from the slow query log, we noticed that a lot of sequence scans were happening. This shouldn’t be happening because these queries should have indexes on them. We realized somewhere in the porting process that we had lost a bunch of indexes.
Check for missing indexes¶
So I went ahead and wrote a little script that basically diffs the current indexes and the ones proposed by Django. This allows you to see the indexes that you are missing. This will only work on Postgres, however if you parse the indexes for your DB it should work there.
You can simply copy that file into your management commands. Then
you can run
django-admin.py check_indexes, and it will output a
tuple of table and name. If you pass in the
--show option, it
will actually output the CREATE statements that create the indexes.
This allows you to create the indexes in your DB by piping it in.
django-admin.py check_indexes --show | django-admin.py dbshell
You want LIKE, fast queries?¶
In our search, Frank and James also discovered that when you have a UTF8 database (which you should), Postgres needs a special index to do LIKE queries against text fields. James filed a Django bug with details. However, if you are running a postgres database, it may be worthwhile to look for places that you might be making similar queries. For more information check out the postgres docs
We’ll do it LIVE¶
One other postgres index optimization that James and Frank discovered was that Postgres gives you the ability to index on state of a field. So if you have tables that have any kind of status that is often queried, you can set a specific index on that.
create index "published_story" on "news_story" ("status") where "status" = 1;
I hope that my little script and these tips allow you to make your Postgres Database purr. I only just got schooled in Postgres recently. Frank has been doing this a long time and has some awesome postgres performance tips. I recommend reading through that if you really want to make your database run well.
Note: It has been pointed out that South uses a different naming scheme, so if you have indexes created with south, this may not work quite right.