If you use Test Driven Development or test your code regularly during development, running your test suite can start to become very time consuming. Here’s some tips for speeding up your tests. All of these changes can go in a test_settings.py file, which your can import into your settings.py file only when a test is being run.
- Use Sqlite
I’ve written about this before. When using Sqlite, the Django test runner will create the DB in memory instead of on disk, which is faster than any other database available.
- Skip South Migrations
If you’re using South, migrations will be run during the set up for every test, which can add a lot of time to your tests. Set “SOUTH_TESTS_MIGRATE = False” to use the normal syndb behaviour for tests.
- Use an In-Memory Storage Class
There’s a project called django-inmemorystorage, which stores files in memory instead of on disk. This is not only faster but eliminates the problem of having to clean up files created during testing. Unfortunately, it doesn’t currently support the url() method, so using the “.url” attribute of a FileField or ImageField will throw an error, which is why I created a fork to solve this issue. After installing set “DEFAULT_FILE_STORAGE = ‘inmemorystorage.InMemoryStorage'” in your test settings.
- Use Weaker Password Hashing
Prior to Django 1.4, Django used SHA1 to hash passwords. Starting with 1.4, Django can be configured to use a number of password hashers. The default setting is:
PASSWORD_HASHERS = (
Django will encrypt passwords using the first one in this list, PBKDF2PasswordHasher, which was designed to take a really long time to execute in order to be harder to break. This is an important security feature that should be left in place on your live site, but for running a test suite it’s really not needed. You can set it to the following in order to go back to using SHA1:
PASSWORD_HASHERS = (
I have one project whose tests took 50 seconds to complete before I made this change, and 7 seconds afterwards.
- Mock Network Calls
Mocking network calls is not only a best practice, but is also a lot faster than making real requests. I recommend using Mock. It gets the job done, it’s widely used, and it’s even being merged into the standard library of Python 3.3. Here’s a condensed example of how to use it:
Please note, aside from using mock objects, these techniques should only be used while testing during development. On a regular basis (such as nightly, or after every commit on a CI server, and/or before pushing your changes to your code repo), you should run your test suite using settings as close to your live site settings as possible (same DB type, same storage, run migrations, etc.) in order to weed out any bugs.
If you have any tips feel free to share!
Another problem I’ve encountered with TastyPie is that a 500 Internal Server error is thrown when the user sends bad input. One of my clients was using hurl.it to try out an API that I wrote, using hand written JSON. Ocassionally there would be mistakes, such as the use of single quotes instead of double quotes, or the inclusion of a trailing comma, which would cause JSON deserialization to fail. Instead of catching this error and returning a 400 Bad Request response, TatsyPie just lets the error propagate, resulting in a 500 Internal Server Error. Here’s some code I wrote to fix that:
In TastyPie, a library for creating REST APIs for Django projects, the recommended way to limit the objects available to a user is through the apply_authorization_limits() function. This method is extremely handy and easy to use, but has a serious flaw; by filtering out objects from the queryset that a user should not access, TastyPie acts as if that object doesn’t exist at all. This causes 2 problems:
- When trying to access an object which a user doesn’t have access to, a 404 Not Found status code is returned instead of the more semantic (and less misleading) 401 Unauthorized. Normally you wouldn’t care about misleading users trying to access other users’ data, but this caused a bit of confusion with one of my clients who has another team writing a mobile app using the API I wrote. When trying to access an object while logged in as the wrong user the API tells them the object doesn’t exist, instead of telling them they don’t have access.
- Sometimes your get a 500 Internal Server error. If a user tries to update (PUT) an existing resource for another user, instead of returning a 401 status code, TastyPie thinks the object doesn’t exist, tries to insert a new row in the database with an already used primary key, and an IntegrityError is thrown. Even though this only happens during incorrect usage, it still looks bad.
To solve this problem I created a CustomModelResource class with an overridden obj_get() method.
I’m making a Facebook game using Django and was having a problem with Internet Explorer.
The Problem: After login the page would render correctly as if the user was logged in, but when navigating to another page it was as if the user wasn’t logged in. Upon investigation I could see that the cookies weren’t being saved.
The Solution: A quick Gogole search brought me to this blog post: IE Blocking iFrame Cookies. It’s an easy to fix P3P issue, and the author describes how to add the necessary header for various languages/frameworks.
Rather than add the header to each Django view or write custom Django middleware, I just added the header to my Apache configuration. The following goes in your VirtualHost Directive:
Header add P3P ‘CP=”IDC DSP COR ADM DEVi TAIi PSA PSD IVAi IVDi CONi HIS OUR IND CNT”‘
In order to work you have to enable mod_headers (run “sudo a2enmod headers”).
At Govnex we’re using MySQL on our development machines. It has several advantages, but one of the drawbacks is unittests run slower when not using Sqlite (big ups to MockSoul for posting his benchmarks). The reason for this is when running unittests in Django with a Sqlite database, the database is run in memory (RAM) instead of being written to the disk.
Django only allows you to specify one database, and although a new database is created for unittests, it still uses most of the same settings (auto prepending “test_” to the database name), which means a Django install using MySQL also uses MySQL for unittests.
To get around this problem, I created a file in my project root called test_settings.py containing the following lines:
I then opened my settings.py, imported sys, and inserted the following lines at the end of the file:
If one of the command line arguments is “test”, that means a unittest is being run, in which case Django will attempt to import test_settings.py, which will override the database settings and use Sqlite instead. Migrations won’t be an issue, since Django South uses the old syncdb command for generating databases for unittests.
Hope this helps you save some time testing.