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628 lines
17 KiB
Plaintext
628 lines
17 KiB
Plaintext
=========================
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Mock Library Comparison
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=========================
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.. testsetup::
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def assertEqual(a, b):
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assert a == b, ("%r != %r" % (a, b))
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def assertRaises(Exc, func):
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try:
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func()
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except Exc:
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return
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assert False, ("%s not raised" % Exc)
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sys.modules['somemodule'] = somemodule = mock.Mock(name='somemodule')
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class SomeException(Exception):
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some_method = method1 = method2 = None
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some_other_object = SomeObject = SomeException
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A side-by-side comparison of how to accomplish some basic tasks with mock and
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some other popular Python mocking libraries and frameworks.
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These are:
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* `flexmock <http://pypi.python.org/pypi/flexmock>`_
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* `mox <http://pypi.python.org/pypi/mox>`_
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* `Mocker <http://niemeyer.net/mocker>`_
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* `dingus <http://pypi.python.org/pypi/dingus>`_
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* `fudge <http://pypi.python.org/pypi/fudge>`_
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Popular python mocking frameworks not yet represented here include
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`MiniMock <http://pypi.python.org/pypi/MiniMock>`_.
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`pMock <http://pmock.sourceforge.net/>`_ (last release 2004 and doesn't import
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in recent versions of Python) and
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`python-mock <http://python-mock.sourceforge.net/>`_ (last release 2005) are
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intentionally omitted.
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.. note::
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A more up to date, and tested for all mock libraries (only the mock
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examples on this page can be executed as doctests) version of this
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comparison is maintained by Gary Bernhardt:
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* `Python Mock Library Comparison
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<http://garybernhardt.github.com/python-mock-comparison/>`_
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This comparison is by no means complete, and also may not be fully idiomatic
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for all the libraries represented. *Please* contribute corrections, missing
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comparisons, or comparisons for additional libraries to the `mock issue
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tracker <https://code.google.com/p/mock/issues/list>`_.
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This comparison page was originally created by the `Mox project
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<https://code.google.com/p/pymox/wiki/MoxComparison>`_ and then extended for
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`flexmock and mock <http://has207.github.com/flexmock/compare.html>`_ by
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Herman Sheremetyev. Dingus examples written by `Gary Bernhadt
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<http://garybernhardt.github.com/python-mock-comparison/>`_. fudge examples
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provided by `Kumar McMillan <http://farmdev.com/>`_.
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.. note::
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The examples tasks here were originally created by Mox which is a mocking
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*framework* rather than a library like mock. The tasks shown naturally
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exemplify tasks that frameworks are good at and not the ones they make
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harder. In particular you can take a `Mock` or `MagicMock` object and use
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it in any way you want with no up-front configuration. The same is also
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true for Dingus.
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The examples for mock here assume version 0.7.0.
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Simple fake object
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~~~~~~~~~~~~~~~~~~
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.. doctest::
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>>> # mock
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>>> my_mock = mock.Mock()
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>>> my_mock.some_method.return_value = "calculated value"
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>>> my_mock.some_attribute = "value"
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>>> assertEqual("calculated value", my_mock.some_method())
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>>> assertEqual("value", my_mock.some_attribute)
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::
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# Flexmock
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mock = flexmock(some_method=lambda: "calculated value", some_attribute="value")
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assertEqual("calculated value", mock.some_method())
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assertEqual("value", mock.some_attribute)
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# Mox
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mock = mox.MockAnything()
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mock.some_method().AndReturn("calculated value")
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mock.some_attribute = "value"
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mox.Replay(mock)
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assertEqual("calculated value", mock.some_method())
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assertEqual("value", mock.some_attribute)
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# Mocker
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mock = mocker.mock()
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mock.some_method()
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mocker.result("calculated value")
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mocker.replay()
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mock.some_attribute = "value"
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assertEqual("calculated value", mock.some_method())
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assertEqual("value", mock.some_attribute)
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::
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>>> # Dingus
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>>> my_dingus = dingus.Dingus(some_attribute="value",
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... some_method__returns="calculated value")
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>>> assertEqual("calculated value", my_dingus.some_method())
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>>> assertEqual("value", my_dingus.some_attribute)
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::
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>>> # fudge
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>>> my_fake = (fudge.Fake()
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... .provides('some_method')
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... .returns("calculated value")
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... .has_attr(some_attribute="value"))
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...
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>>> assertEqual("calculated value", my_fake.some_method())
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>>> assertEqual("value", my_fake.some_attribute)
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Simple mock
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~~~~~~~~~~~
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.. doctest::
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>>> # mock
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>>> my_mock = mock.Mock()
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>>> my_mock.some_method.return_value = "value"
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>>> assertEqual("value", my_mock.some_method())
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>>> my_mock.some_method.assert_called_once_with()
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::
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# Flexmock
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mock = flexmock()
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mock.should_receive("some_method").and_return("value").once
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assertEqual("value", mock.some_method())
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# Mox
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mock = mox.MockAnything()
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mock.some_method().AndReturn("value")
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mox.Replay(mock)
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assertEqual("value", mock.some_method())
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mox.Verify(mock)
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# Mocker
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mock = mocker.mock()
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mock.some_method()
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mocker.result("value")
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mocker.replay()
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assertEqual("value", mock.some_method())
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mocker.verify()
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::
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>>> # Dingus
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>>> my_dingus = dingus.Dingus(some_method__returns="value")
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>>> assertEqual("value", my_dingus.some_method())
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>>> assert my_dingus.some_method.calls().once()
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::
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>>> # fudge
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>>> @fudge.test
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... def test():
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... my_fake = (fudge.Fake()
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... .expects('some_method')
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... .returns("value")
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... .times_called(1))
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...
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>>> test()
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Traceback (most recent call last):
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...
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AssertionError: fake:my_fake.some_method() was not called
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Creating partial mocks
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~~~~~~~~~~~~~~~~~~~~~~
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.. doctest::
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>>> # mock
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>>> SomeObject.some_method = mock.Mock(return_value='value')
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>>> assertEqual("value", SomeObject.some_method())
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::
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# Flexmock
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flexmock(SomeObject).should_receive("some_method").and_return('value')
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assertEqual("value", mock.some_method())
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# Mox
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mock = mox.MockObject(SomeObject)
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mock.some_method().AndReturn("value")
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mox.Replay(mock)
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assertEqual("value", mock.some_method())
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mox.Verify(mock)
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# Mocker
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mock = mocker.mock(SomeObject)
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mock.Get()
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mocker.result("value")
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mocker.replay()
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assertEqual("value", mock.some_method())
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mocker.verify()
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::
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>>> # Dingus
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>>> object = SomeObject
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>>> object.some_method = dingus.Dingus(return_value="value")
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>>> assertEqual("value", object.some_method())
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::
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>>> # fudge
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>>> fake = fudge.Fake().is_callable().returns("<fudge-value>")
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>>> with fudge.patched_context(SomeObject, 'some_method', fake):
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... s = SomeObject()
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... assertEqual("<fudge-value>", s.some_method())
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...
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Ensure calls are made in specific order
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. doctest::
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>>> # mock
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>>> my_mock = mock.Mock(spec=SomeObject)
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>>> my_mock.method1()
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<Mock name='mock.method1()' id='...'>
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>>> my_mock.method2()
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<Mock name='mock.method2()' id='...'>
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>>> assertEqual(my_mock.mock_calls, [call.method1(), call.method2()])
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::
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# Flexmock
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mock = flexmock(SomeObject)
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mock.should_receive('method1').once.ordered.and_return('first thing')
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mock.should_receive('method2').once.ordered.and_return('second thing')
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# Mox
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mock = mox.MockObject(SomeObject)
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mock.method1().AndReturn('first thing')
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mock.method2().AndReturn('second thing')
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mox.Replay(mock)
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mox.Verify(mock)
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# Mocker
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mock = mocker.mock()
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with mocker.order():
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mock.method1()
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mocker.result('first thing')
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mock.method2()
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mocker.result('second thing')
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mocker.replay()
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mocker.verify()
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::
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>>> # Dingus
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>>> my_dingus = dingus.Dingus()
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>>> my_dingus.method1()
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<Dingus ...>
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>>> my_dingus.method2()
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<Dingus ...>
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>>> assertEqual(['method1', 'method2'], [call.name for call in my_dingus.calls])
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::
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>>> # fudge
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>>> @fudge.test
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... def test():
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... my_fake = (fudge.Fake()
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... .remember_order()
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... .expects('method1')
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... .expects('method2'))
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... my_fake.method2()
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... my_fake.method1()
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...
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>>> test()
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Traceback (most recent call last):
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...
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AssertionError: Call #1 was fake:my_fake.method2(); Expected: #1 fake:my_fake.method1(), #2 fake:my_fake.method2(), end
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Raising exceptions
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~~~~~~~~~~~~~~~~~~
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.. doctest::
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>>> # mock
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>>> my_mock = mock.Mock()
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>>> my_mock.some_method.side_effect = SomeException("message")
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>>> assertRaises(SomeException, my_mock.some_method)
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::
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# Flexmock
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mock = flexmock()
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mock.should_receive("some_method").and_raise(SomeException("message"))
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assertRaises(SomeException, mock.some_method)
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# Mox
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mock = mox.MockAnything()
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mock.some_method().AndRaise(SomeException("message"))
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mox.Replay(mock)
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assertRaises(SomeException, mock.some_method)
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mox.Verify(mock)
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# Mocker
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mock = mocker.mock()
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mock.some_method()
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mocker.throw(SomeException("message"))
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mocker.replay()
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assertRaises(SomeException, mock.some_method)
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mocker.verify()
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::
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>>> # Dingus
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>>> my_dingus = dingus.Dingus()
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>>> my_dingus.some_method = dingus.exception_raiser(SomeException)
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>>> assertRaises(SomeException, my_dingus.some_method)
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::
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>>> # fudge
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>>> my_fake = (fudge.Fake()
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... .is_callable()
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... .raises(SomeException("message")))
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...
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>>> my_fake()
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Traceback (most recent call last):
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...
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SomeException: message
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Override new instances of a class
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. doctest::
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>>> # mock
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>>> with mock.patch('somemodule.Someclass') as MockClass:
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... MockClass.return_value = some_other_object
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... assertEqual(some_other_object, somemodule.Someclass())
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...
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::
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# Flexmock
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flexmock(some_module.SomeClass, new_instances=some_other_object)
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assertEqual(some_other_object, some_module.SomeClass())
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# Mox
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# (you will probably have mox.Mox() available as self.mox in a real test)
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mox.Mox().StubOutWithMock(some_module, 'SomeClass', use_mock_anything=True)
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some_module.SomeClass().AndReturn(some_other_object)
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mox.ReplayAll()
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assertEqual(some_other_object, some_module.SomeClass())
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# Mocker
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instance = mocker.mock()
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klass = mocker.replace(SomeClass, spec=None)
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klass('expected', 'args')
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mocker.result(instance)
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::
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>>> # Dingus
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>>> MockClass = dingus.Dingus(return_value=some_other_object)
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>>> with dingus.patch('somemodule.SomeClass', MockClass):
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... assertEqual(some_other_object, somemodule.SomeClass())
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...
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::
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>>> # fudge
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>>> @fudge.patch('somemodule.SomeClass')
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... def test(FakeClass):
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... FakeClass.is_callable().returns(some_other_object)
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... assertEqual(some_other_object, somemodule.SomeClass())
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...
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>>> test()
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Call the same method multiple times
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. note::
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You don't need to do *any* configuration to call `mock.Mock()` methods
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multiple times. Attributes like `call_count`, `call_args_list` and
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`method_calls` provide various different ways of making assertions about
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how the mock was used.
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.. doctest::
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>>> # mock
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>>> my_mock = mock.Mock()
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>>> my_mock.some_method()
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<Mock name='mock.some_method()' id='...'>
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>>> my_mock.some_method()
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<Mock name='mock.some_method()' id='...'>
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>>> assert my_mock.some_method.call_count >= 2
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::
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# Flexmock # (verifies that the method gets called at least twice)
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flexmock(some_object).should_receive('some_method').at_least.twice
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# Mox
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# (does not support variable number of calls, so you need to create a new entry for each explicit call)
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mock = mox.MockObject(some_object)
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mock.some_method(mox.IgnoreArg(), mox.IgnoreArg())
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mock.some_method(mox.IgnoreArg(), mox.IgnoreArg())
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mox.Replay(mock)
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mox.Verify(mock)
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# Mocker
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# (TODO)
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::
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>>> # Dingus
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>>> my_dingus = dingus.Dingus()
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>>> my_dingus.some_method()
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<Dingus ...>
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>>> my_dingus.some_method()
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<Dingus ...>
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>>> assert len(my_dingus.calls('some_method')) == 2
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::
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>>> # fudge
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>>> @fudge.test
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... def test():
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... my_fake = fudge.Fake().expects('some_method').times_called(2)
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... my_fake.some_method()
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...
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>>> test()
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Traceback (most recent call last):
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...
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AssertionError: fake:my_fake.some_method() was called 1 time(s). Expected 2.
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Mock chained methods
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~~~~~~~~~~~~~~~~~~~~
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.. doctest::
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>>> # mock
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>>> my_mock = mock.Mock()
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>>> method3 = my_mock.method1.return_value.method2.return_value.method3
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>>> method3.return_value = 'some value'
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>>> assertEqual('some value', my_mock.method1().method2().method3(1, 2))
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>>> method3.assert_called_once_with(1, 2)
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::
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# Flexmock
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# (intermediate method calls are automatically assigned to temporary fake objects
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# and can be called with any arguments)
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flexmock(some_object).should_receive(
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'method1.method2.method3'
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).with_args(arg1, arg2).and_return('some value')
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assertEqual('some_value', some_object.method1().method2().method3(arg1, arg2))
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::
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# Mox
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mock = mox.MockObject(some_object)
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mock2 = mox.MockAnything()
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mock3 = mox.MockAnything()
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mock.method1().AndReturn(mock1)
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mock2.method2().AndReturn(mock2)
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mock3.method3(arg1, arg2).AndReturn('some_value')
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self.mox.ReplayAll()
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assertEqual("some_value", some_object.method1().method2().method3(arg1, arg2))
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self.mox.VerifyAll()
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# Mocker
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# (TODO)
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::
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>>> # Dingus
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>>> my_dingus = dingus.Dingus()
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>>> method3 = my_dingus.method1.return_value.method2.return_value.method3
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>>> method3.return_value = 'some value'
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>>> assertEqual('some value', my_dingus.method1().method2().method3(1, 2))
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>>> assert method3.calls('()', 1, 2).once()
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::
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>>> # fudge
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>>> @fudge.test
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... def test():
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... my_fake = fudge.Fake()
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... (my_fake
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... .expects('method1')
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... .returns_fake()
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... .expects('method2')
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... .returns_fake()
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... .expects('method3')
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... .with_args(1, 2)
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... .returns('some value'))
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... assertEqual('some value', my_fake.method1().method2().method3(1, 2))
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...
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>>> test()
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Mocking a context manager
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~~~~~~~~~~~~~~~~~~~~~~~~~
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Examples for mock, Dingus and fudge only (so far):
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.. doctest::
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>>> # mock
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>>> my_mock = mock.MagicMock()
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>>> with my_mock:
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... pass
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...
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>>> my_mock.__enter__.assert_called_with()
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>>> my_mock.__exit__.assert_called_with(None, None, None)
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::
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>>> # Dingus (nothing special here; all dinguses are "magic mocks")
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>>> my_dingus = dingus.Dingus()
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>>> with my_dingus:
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... pass
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...
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>>> assert my_dingus.__enter__.calls()
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>>> assert my_dingus.__exit__.calls('()', None, None, None)
|
|
|
|
::
|
|
|
|
>>> # fudge
|
|
>>> my_fake = fudge.Fake().provides('__enter__').provides('__exit__')
|
|
>>> with my_fake:
|
|
... pass
|
|
...
|
|
|
|
|
|
Mocking the builtin open used as a context manager
|
|
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
|
|
|
|
Example for mock only (so far):
|
|
|
|
.. doctest::
|
|
|
|
>>> # mock
|
|
>>> my_mock = mock.MagicMock()
|
|
>>> with mock.patch('__builtin__.open', my_mock):
|
|
... manager = my_mock.return_value.__enter__.return_value
|
|
... manager.read.return_value = 'some data'
|
|
... with open('foo') as h:
|
|
... data = h.read()
|
|
...
|
|
>>> data
|
|
'some data'
|
|
>>> my_mock.assert_called_once_with('foo')
|
|
|
|
*or*:
|
|
|
|
.. doctest::
|
|
|
|
>>> # mock
|
|
>>> with mock.patch('__builtin__.open') as my_mock:
|
|
... my_mock.return_value.__enter__ = lambda s: s
|
|
... my_mock.return_value.__exit__ = mock.Mock()
|
|
... my_mock.return_value.read.return_value = 'some data'
|
|
... with open('foo') as h:
|
|
... data = h.read()
|
|
...
|
|
>>> data
|
|
'some data'
|
|
>>> my_mock.assert_called_once_with('foo')
|
|
|
|
::
|
|
|
|
>>> # Dingus
|
|
>>> my_dingus = dingus.Dingus()
|
|
>>> with dingus.patch('__builtin__.open', my_dingus):
|
|
... file_ = open.return_value.__enter__.return_value
|
|
... file_.read.return_value = 'some data'
|
|
... with open('foo') as h:
|
|
... data = f.read()
|
|
...
|
|
>>> data
|
|
'some data'
|
|
>>> assert my_dingus.calls('()', 'foo').once()
|
|
|
|
::
|
|
|
|
>>> # fudge
|
|
>>> from contextlib import contextmanager
|
|
>>> from StringIO import StringIO
|
|
>>> @contextmanager
|
|
... def fake_file(filename):
|
|
... yield StringIO('sekrets')
|
|
...
|
|
>>> with fudge.patch('__builtin__.open') as fake_open:
|
|
... fake_open.is_callable().calls(fake_file)
|
|
... with open('/etc/password') as f:
|
|
... data = f.read()
|
|
...
|
|
fake:__builtin__.open
|
|
>>> data
|
|
'sekrets' |