[Django]-Django: How to create a model dynamically just for testing

@paluh’s answer requires adding unwanted code to a non-test file and in my experience, @carl’s solution does not work with django.test.TestCase which is needed to use fixtures. If you want to use django.test.TestCase, you need to make sure you call syncdb before the fixtures get loaded. This requires overriding the _pre_setup method (putting the code in the setUp method is not sufficient). I use my own version of TestCase that lets me add apps with test models. It is defined as follows:

from django.conf import settings
from django.core.management import call_command
from django.db.models import loading
from django import test

class TestCase(test.TestCase):
    apps = ()

    def _pre_setup(self):
        # Add the models to the db.
        self._original_installed_apps = list(settings.INSTALLED_APPS)
        for app in self.apps:
            settings.INSTALLED_APPS.append(app)
        loading.cache.loaded = False
        call_command('syncdb', interactive=False, verbosity=0)
        # Call the original method that does the fixtures etc.
        super(TestCase, self)._pre_setup()

    def _post_teardown(self):
        # Call the original method.
        super(TestCase, self)._post_teardown()
        # Restore the settings.
        settings.INSTALLED_APPS = self._original_installed_apps
        loading.cache.loaded = False

I shared my solution that I use in my projects. Maybe it helps someone.

pip install django-fake-model

Two simple steps to create fake model:

1) Define model in any file (I usualy define model in test file near a test case)

from django_fake_model import models as f


class MyFakeModel(f.FakeModel):

    name = models.CharField(max_length=100)

2) Add decorator @MyFakeModel.fake_me to your TestCase or to test function.

class MyTest(TestCase):

    @MyFakeModel.fake_me
    def test_create_model(self):
        MyFakeModel.objects.create(name='123')
        model = MyFakeModel.objects.get(name='123')
        self.assertEqual(model.name, '123')

This decorator creates table in your database before each test and remove the table after test.

Also you may create/delete table manually: MyFakeModel.create_table() / MyFakeModel.delete_table()

I’ve figured out a way for test-only models for django 1.7+.

The basic idea is, make your tests an app, and add your tests to INSTALLED_APPS.

Here’s an example:

$ ls common
__init__.py   admin.py      apps.py       fixtures      models.py     pagination.py tests         validators.py views.py

$ ls common/tests
__init__.py        apps.py            models.py          serializers.py     test_filter.py     test_pagination.py test_validators.py views.py

And I have different settings for different purposes(ref: splitting up the settings file), namely:

• settings/default.py: base settings file
• settings/production.py: for production
• settings/development.py: for development
• settings/testing.py: for testing.

And in settings/testing.py, you can modify INSTALLED_APPS:

settings/testing.py:

from default import *

DEBUG = True

INSTALLED_APPS += ['common', 'common.tests']

And make sure that you have set a proper label for your tests app, namely,

common/tests/apps.py

from django.apps import AppConfig


class CommonTestsConfig(AppConfig):
    name = 'common.tests'
    label = 'common_tests'

common/tests/__init__.py, set up proper AppConfig(ref: Django Applications).

default_app_config = 'common.tests.apps.CommonTestsConfig'

Then, generate db migration by

python manage.py makemigrations --settings=<your_project_name>.settings.testing tests

Finally, you can run your test with param --settings=<your_project_name>.settings.testing.

If you use py.test, you can even drop a pytest.ini file along with django’s manage.py.

py.test

[pytest]
DJANGO_SETTINGS_MODULE=kungfu.settings.testing

This solution works only for earlier versions of django (before 1.7). You can check your version easily:

import django
django.VERSION < (1, 7)

Original response:

It’s quite strange but form me works very simple pattern:

1. add tests.py to app which you are going to test,
2. in this file just define testing models,
3. below put your testing code (doctest or TestCase definition),

Below I’ve put some code which defines Article model which is needed only for tests (it exists in someapp/tests.py and I can test it just with: ./manage.py test someapp ):

class Article(models.Model):
    title = models.CharField(max_length=128)
    description = models.TextField()
    document = DocumentTextField(template=lambda i: i.description)

    def __unicode__(self):
        return self.title

__test__ = {"doctest": """
#smuggling model for tests
>>> from .tests import Article

#testing data
>>> by_two = Article.objects.create(title="divisible by two", description="two four six eight")
>>> by_three = Article.objects.create(title="divisible by three", description="three six nine")
>>> by_four = Article.objects.create(title="divisible by four", description="four four eight")

>>> Article.objects.all().search(document='four')
[<Article: divisible by two>, <Article: divisible by four>]
>>> Article.objects.all().search(document='three')
[<Article: divisible by three>]
"""}

Unit tests also working with such model definition.

I chose a slightly different, albeit more coupled, approach to dynamically creating models just for testing.

I keep all my tests in a tests subdirectory that lives in my files app. The models.py file in the tests subdirectory contains my test-only models. The coupled part comes in here, where I need to add the following to my settings.py file:

# check if we are testing right now
TESTING = 'test' in sys.argv

if TESTING:
    # add test packages that have models
    INSTALLED_APPS += ['files.tests',]

I also set db_table in my test model, because otherwise Django would have created the table with the name tests_<model_name>, which may have caused a conflict with other test models in another app. Here’s my my test model:

class Recipe(models.Model):

    '''Test-only model to test out thumbnail registration.'''

    dish_image = models.ImageField(upload_to='recipes/')

    class Meta:
        db_table = 'files_tests_recipe'

Quoting from a related answer:

If you want models defined for testing only then you should check out
Django ticket #7835 in particular comment #24 part of which
is given below:

Apparently you can simply define models directly in your tests.py.
Syncdb never imports tests.py, so those models won’t get synced to the
normal db, but they will get synced to the test database, and can be
used in tests.

Here’s the pattern that I’m using to do this.

I’ve written this method that I use on a subclassed version of TestCase. It goes as follows:

@classmethod
def create_models_from_app(cls, app_name):
    """
    Manually create Models (used only for testing) from the specified string app name.
    Models are loaded from the module "<app_name>.models"
    """
    from django.db import connection, DatabaseError
    from django.db.models.loading import load_app

    app = load_app(app_name)
    from django.core.management import sql
    from django.core.management.color import no_style
    sql = sql.sql_create(app, no_style(), connection)
    cursor = connection.cursor()
    for statement in sql:
        try:
            cursor.execute(statement)
        except DatabaseError, excn:
            logger.debug(excn.message)
            pass

Then, I create a special test-specific models.py file in something like myapp/tests/models.py that’s not included in INSTALLED_APPS.

In my setUp method, I call create_models_from_app(‘myapp.tests’) and it creates the proper tables.

The only “gotcha” with this approach is that you don’t really want to create the models ever time setUp runs, which is why I catch DatabaseError. I guess the call to this method could go at the top of the test file and that would work a little better.

Combining your answers, specially @slacy’s, I did this:

class TestCase(test.TestCase):
    initiated = False

    @classmethod
    def setUpClass(cls, *args, **kwargs):
        if not TestCase.initiated:
            TestCase.create_models_from_app('myapp.tests')
            TestCase.initiated = True

        super(TestCase, cls).setUpClass(*args, **kwargs)

    @classmethod
    def create_models_from_app(cls, app_name):
        """
        Manually create Models (used only for testing) from the specified string app name.
        Models are loaded from the module "<app_name>.models"
        """
        from django.db import connection, DatabaseError
        from django.db.models.loading import load_app

        app = load_app(app_name)
        from django.core.management import sql
        from django.core.management.color import no_style
        sql = sql.sql_create(app, no_style(), connection)
        cursor = connection.cursor()
        for statement in sql:
            try:
                cursor.execute(statement)
            except DatabaseError, excn:
                logger.debug(excn.message)

With this, you don’t try to create db tables more than once, and you don’t need to change your INSTALLED_APPS.

If you are writing a reusable django-app, create a minimal test-dedicated app for it!

$ django-admin.py startproject test_myapp_project
$ django-admin.py startapp test_myapp

add both myapp and test_myapp to the INSTALLED_APPS, create your models there and it’s good to go!

I have gone through all these answers as well as django ticket 7835, and I finally went for a totally different approach.
I wanted my app (somehow extending queryset.values() ) to be able to be tested in isolation; also, my package does include some models and I wanted a clean distinction between test models and package ones.

That’s when I realized it was easier to add a very small django project in the package!
This also allows a much cleaner separation of code IMHO:

In there you can cleanly and without any hack define your models, and you know they will be created when you run your tests from in there!

If you are not writing an independent, reusable app you can still go this way: create a test_myapp app, and add it to your INSTALLED_APPS only in a separate settings_test_myapp.py!

You can use @isolate_apps decorator.

This is documented in the Django developers documentation. You can read here:
https://docs.djangoproject.com/en/dev/internals/contributing/writing-code/unit-tests/#tips-for-writing-tests

Basically, here is how you can use it:

from django.test.utils import isolate_apps
from django.test import TestCase

class DummyModelTestCase(TestCase):

    @isolate_apps("label")
    def test_dummy_model(self):

        # create your dynamic model
        class DummyModel(models.Model):
            attrib = "value"
            class Meta:
                app_label = "label"

        model = DummyModel()

        # your assertions
        self.assertEqual(model.attrib, "value")       

Also, here is an example of isolate_apps in wild:
https://github.com/laymonage/django-jsonfield-backport/blob/2072fb39b6681f2bf8741e033702920b59238941/tests/test_invalid_models.py#L12

Someone already mentioned Django ticket #7835, but there appears to be a more recent reply that looks much more promising for more recent versions of Django. Specifically #42, which proposes a different TestRunner:

from importlib.util import find_spec
import unittest

from django.apps import apps
from django.conf import settings
from django.test.runner import DiscoverRunner


class TestLoader(unittest.TestLoader):
    """ Loader that reports all successful loads to a runner """
    def __init__(self, *args, runner, **kwargs):
        self.runner = runner
        super().__init__(*args, **kwargs)

    def loadTestsFromModule(self, module, pattern=None):
        suite = super().loadTestsFromModule(module, pattern)
        if suite.countTestCases():
            self.runner.register_test_module(module)
        return suite


class RunnerWithTestModels(DiscoverRunner):
    """ Test Runner that will add any test packages with a 'models' module to INSTALLED_APPS.
        Allows test only models to be defined within any package that contains tests.
        All test models should be set with app_label = 'tests'
    """
    def __init__(self, *args, **kwargs):
        self.test_packages = set()
        self.test_loader = TestLoader(runner=self)
        super().__init__(*args, **kwargs)

    def register_test_module(self, module):
        self.test_packages.add(module.__package__)

    def setup_databases(self, **kwargs):
        # Look for test models
        test_apps = set()
        for package in self.test_packages:
            if find_spec('.models', package):
                test_apps.add(package)
        # Add test apps with models to INSTALLED_APPS that aren't already there
        new_installed = settings.INSTALLED_APPS + tuple(ta for ta in test_apps if ta not in settings.INSTALLED_APPS)
        apps.set_installed_apps(new_installed)
        return super().setup_databases(**kwargs)