Mock supports mocking magic methods. This allows mock objects to replace containers or other objects that implement Python protocols.
Because magic methods are looked up differently from normal methods [1], this support has been specially implemented. This means that only specific magic methods are supported. The supported list includes almost all of them. If there are any missing that you need please let us know!
You mock magic methods by setting the method you are interested in to a function or a mock instance. If you are using a function then it must take self as the first argument [2].
>>> def __str__(self):
... return 'fooble'
...
>>> mock = Mock()
>>> mock.__str__ = __str__
>>> str(mock)
'fooble'
>>> mock = Mock()
>>> mock.__str__ = Mock()
>>> mock.__str__.return_value = 'fooble'
>>> str(mock)
'fooble'
>>> mock = Mock()
>>> mock.__iter__ = Mock(return_value=iter([]))
>>> list(mock)
[]
One use case for this is for mocking objects used as context managers in a with statement:
>>> mock = Mock()
>>> mock.__enter__ = Mock(return_value='foo')
>>> mock.__exit__ = Mock(return_value=False)
>>> with mock as m:
... assert m == 'foo'
...
>>> mock.__enter__.assert_called_with()
>>> mock.__exit__.assert_called_with(None, None, None)
Calls to magic methods do not appear in method_calls, but they are recorded in mock_calls.
Note
If you use the spec keyword argument to create a mock then attempting to set a magic method that isn’t in the spec will raise an AttributeError.
The full list of supported magic methods is:
The following methods are supported in Python 2 but don’t exist in Python 3:
The following methods are supported in Python 3 but don’t exist in Python 2:
The following methods exist but are not supported as they are either in use by mock, can’t be set dynamically, or can cause problems:
There are two MagicMock variants: MagicMock and NonCallableMagicMock.
MagicMock is a subclass of Mock with default implementations of most of the magic methods. You can use MagicMock without having to configure the magic methods yourself.
The constructor parameters have the same meaning as for Mock.
If you use the spec or spec_set arguments then only magic methods that exist in the spec will be created.
A non-callable version of MagicMock.
The constructor parameters have the same meaning as for MagicMock, with the exception of return_value and side_effect which have no meaning on a non-callable mock.
The magic methods are setup with MagicMock objects, so you can configure them and use them in the usual way:
>>> mock = MagicMock()
>>> mock[3] = 'fish'
>>> mock.__setitem__.assert_called_with(3, 'fish')
>>> mock.__getitem__.return_value = 'result'
>>> mock[2]
'result'
By default many of the protocol methods are required to return objects of a specific type. These methods are preconfigured with a default return value, so that they can be used without you having to do anything if you aren’t interested in the return value. You can still set the return value manually if you want to change the default.
Methods and their defaults:
For example:
>>> mock = MagicMock()
>>> int(mock)
1
>>> len(mock)
0
>>> hex(mock)
'0x1'
>>> list(mock)
[]
>>> object() in mock
False
The two equality method, __eq__ and __ne__, are special (changed in 0.7.2). They do the default equality comparison on identity, using a side effect, unless you change their return value to return something else:
>>> MagicMock() == 3
False
>>> MagicMock() != 3
True
>>> mock = MagicMock()
>>> mock.__eq__.return_value = True
>>> mock == 3
True
In 0.8 the __iter__ also gained special handling implemented with a side effect. The return value of MagicMock.__iter__ can be any iterable object and isn’t required to be an iterator:
>>> mock = MagicMock()
>>> mock.__iter__.return_value = ['a', 'b', 'c']
>>> list(mock)
['a', 'b', 'c']
>>> list(mock)
['a', 'b', 'c']
If the return value is an iterator, then iterating over it once will consume it and subsequent iterations will result in an empty list:
>>> mock.__iter__.return_value = iter(['a', 'b', 'c'])
>>> list(mock)
['a', 'b', 'c']
>>> list(mock)
[]
MagicMock has all of the supported magic methods configured except for some of the obscure and obsolete ones. You can still set these up if you want.
Magic methods that are supported but not setup by default in MagicMock are:
[1] | Magic methods should be looked up on the class rather than the instance. Different versions of Python are inconsistent about applying this rule. The supported protocol methods should work with all supported versions of Python. |
[2] | The function is basically hooked up to the class, but each Mock instance is kept isolated from the others. |