Doc/library/unittest.rst

:mod:`unittest` --- Unit testing framework
==========================================

.. module:: unittest
   :synopsis: Unit testing framework for Python.

.. moduleauthor:: Steve Purcell <stephen_purcell@yahoo.com>
.. sectionauthor:: Steve Purcell <stephen_purcell@yahoo.com>
.. sectionauthor:: Fred L. Drake, Jr. <fdrake@acm.org>
.. sectionauthor:: Raymond Hettinger <python@rcn.com>

**Source code:** :source:`Lib/unittest/__init__.py`

--------------

(If you are already familiar with the basic concepts of testing, you might want
to skip to :ref:`the list of assert methods <assert-methods>`.)

The :mod:`unittest` unit testing framework was originally inspired by JUnit
and has a similar flavor as major unit testing frameworks in other
languages.  It supports test automation, sharing of setup and shutdown code
for tests, aggregation of tests into collections, and independence of the
tests from the reporting framework.

To achieve this, :mod:`unittest` supports some important concepts in an
object-oriented way:

test fixture
   A :dfn:`test fixture` represents the preparation needed to perform one or more
   tests, and any associated cleanup actions.  This may involve, for example,
   creating temporary or proxy databases, directories, or starting a server
   process.

test case
   A :dfn:`test case` is the individual unit of testing.  It checks for a specific
   response to a particular set of inputs.  :mod:`unittest` provides a base class,
   :class:`TestCase`, which may be used to create new test cases.

test suite
   A :dfn:`test suite` is a collection of test cases, test suites, or both.  It is
   used to aggregate tests that should be executed together.

test runner
   A :dfn:`test runner` is a component which orchestrates the execution of tests
   and provides the outcome to the user.  The runner may use a graphical interface,
   a textual interface, or return a special value to indicate the results of
   executing the tests.


.. seealso::

   Module :mod:`doctest`
      Another test-support module with a very different flavor.

   `Simple Smalltalk Testing: With Patterns <https://web.archive.org/web/20150315073817/http://www.xprogramming.com/testfram.htm>`_
      Kent Beck's original paper on testing frameworks using the pattern shared
      by :mod:`unittest`.

   `pytest <https://docs.pytest.org/>`_
      Third-party unittest framework with a lighter-weight syntax for writing
      tests.  For example, ``assert func(10) == 42``.

   `The Python Testing Tools Taxonomy <https://wiki.python.org/moin/PythonTestingToolsTaxonomy>`_
      An extensive list of Python testing tools including functional testing
      frameworks and mock object libraries.

   `Testing in Python Mailing List <http://lists.idyll.org/listinfo/testing-in-python>`_
      A special-interest-group for discussion of testing, and testing tools,
      in Python.

   The script :file:`Tools/unittestgui/unittestgui.py` in the Python source distribution is
   a GUI tool for test discovery and execution.  This is intended largely for ease of use
   for those new to unit testing.  For production environments it is
   recommended that tests be driven by a continuous integration system such as
   `Buildbot <https://buildbot.net/>`_, `Jenkins <https://jenkins.io/>`_
   or  `Hudson <http://hudson-ci.org/>`_.


.. _unittest-minimal-example:

Basic example
-------------

The :mod:`unittest` module provides a rich set of tools for constructing and
running tests.  This section demonstrates that a small subset of the tools
suffice to meet the needs of most users.

Here is a short script to test three string methods::

  import unittest

  class TestStringMethods(unittest.TestCase):

      def test_upper(self):
          self.assertEqual('foo'.upper(), 'FOO')

      def test_isupper(self):
          self.assertTrue('FOO'.isupper())
          self.assertFalse('Foo'.isupper())

      def test_split(self):
          s = 'hello world'
          self.assertEqual(s.split(), ['hello', 'world'])
          # check that s.split fails when the separator is not a string
          with self.assertRaises(TypeError):
              s.split(2)

  if __name__ == '__main__':
      unittest.main()


A testcase is created by subclassing :class:`unittest.TestCase`.  The three
individual tests are defined with methods whose names start with the letters
``test``.  This naming convention informs the test runner about which methods
represent tests.

The crux of each test is a call to :meth:`~TestCase.assertEqual` to check for an
expected result; :meth:`~TestCase.assertTrue` or :meth:`~TestCase.assertFalse`
to verify a condition; or :meth:`~TestCase.assertRaises` to verify that a
specific exception gets raised.  These methods are used instead of the
:keyword:`assert` statement so the test runner can accumulate all test results
and produce a report.

The :meth:`~TestCase.setUp` and :meth:`~TestCase.tearDown` methods allow you
to define instructions that will be executed before and after each test method.
They are covered in more detail in the section :ref:`organizing-tests`.

The final block shows a simple way to run the tests. :func:`unittest.main`
provides a command-line interface to the test script.  When run from the command
line, the above script produces an output that looks like this::

   ...
   ----------------------------------------------------------------------
   Ran 3 tests in 0.000s

   OK

Passing the ``-v`` option to your test script will instruct :func:`unittest.main`
to enable a higher level of verbosity, and produce the following output::

   test_isupper (__main__.TestStringMethods) ... ok
   test_split (__main__.TestStringMethods) ... ok
   test_upper (__main__.TestStringMethods) ... ok

   ----------------------------------------------------------------------
   Ran 3 tests in 0.001s

   OK

The above examples show the most commonly used :mod:`unittest` features which
are sufficient to meet many everyday testing needs.  The remainder of the
documentation explores the full feature set from first principles.


.. _unittest-command-line-interface:

Command-Line Interface
----------------------

The unittest module can be used from the command line to run tests from
modules, classes or even individual test methods::

   python -m unittest test_module1 test_module2
   python -m unittest test_module.TestClass
   python -m unittest test_module.TestClass.test_method

You can pass in a list with any combination of module names, and fully
qualified class or method names.

Test modules can be specified by file path as well::

   python -m unittest tests/test_something.py

This allows you to use the shell filename completion to specify the test module.
The file specified must still be importable as a module. The path is converted
to a module name by removing the '.py' and converting path separators into '.'.
If you want to execute a test file that isn't importable as a module you should
execute the file directly instead.

You can run tests with more detail (higher verbosity) by passing in the -v flag::

   python -m unittest -v test_module

When executed without arguments :ref:`unittest-test-discovery` is started::

   python -m unittest

For a list of all the command-line options::

   python -m unittest -h

.. versionchanged:: 3.2
   In earlier versions it was only possible to run individual test methods and
   not modules or classes.


Command-line options
~~~~~~~~~~~~~~~~~~~~

:program:`unittest` supports these command-line options:

.. program:: unittest

.. cmdoption:: -b, --buffer

   The standard output and standard error streams are buffered during the test
   run. Output during a passing test is discarded. Output is echoed normally
   on test fail or error and is added to the failure messages.

.. cmdoption:: -c, --catch

   :kbd:`Control-C` during the test run waits for the current test to end and then
   reports all the results so far. A second :kbd:`Control-C` raises the normal
   :exc:`KeyboardInterrupt` exception.

   See `Signal Handling`_ for the functions that provide this functionality.

.. cmdoption:: -f, --failfast

   Stop the test run on the first error or failure.

.. cmdoption:: -k

   Only run test methods and classes that match the pattern or substring.
   This option may be used multiple times, in which case all test cases that
   match of the given patterns are included.

   Patterns that contain a wildcard character (``*``) are matched against the
   test name using :meth:`fnmatch.fnmatchcase`; otherwise simple case-sensitive
   substring matching is used.

   Patterns are matched against the fully qualified test method name as
   imported by the test loader.

   For example, ``-k foo`` matches ``foo_tests.SomeTest.test_something``,
   ``bar_tests.SomeTest.test_foo``, but not ``bar_tests.FooTest.test_something``.

.. cmdoption:: --locals

   Show local variables in tracebacks.

.. versionadded:: 3.2
   The command-line options ``-b``, ``-c`` and ``-f`` were added.

.. versionadded:: 3.5
   The command-line option ``--locals``.

.. versionadded:: 3.7
   The command-line option ``-k``.

The command line can also be used for test discovery, for running all of the
tests in a project or just a subset.


.. _unittest-test-discovery:

Test Discovery
--------------

.. versionadded:: 3.2

Unittest supports simple test discovery. In order to be compatible with test
discovery, all of the test files must be :ref:`modules <tut-modules>` or
:ref:`packages <tut-packages>` (including :term:`namespace packages
<namespace package>`) importable from the top-level directory of
the project (this means that their filenames must be valid :ref:`identifiers
<identifiers>`).

Test discovery is implemented in :meth:`TestLoader.discover`, but can also be
used from the command line. The basic command-line usage is::

   cd project_directory
   python -m unittest discover

.. note::

   As a shortcut, ``python -m unittest`` is the equivalent of
   ``python -m unittest discover``. If you want to pass arguments to test
   discovery the ``discover`` sub-command must be used explicitly.

The ``discover`` sub-command has the following options:

.. program:: unittest discover

.. cmdoption:: -v, --verbose

   Verbose output

.. cmdoption:: -s, --start-directory directory

   Directory to start discovery (``.`` default)

.. cmdoption:: -p, --pattern pattern

   Pattern to match test files (``test*.py`` default)

.. cmdoption:: -t, --top-level-directory directory

   Top level directory of project (defaults to start directory)

The :option:`-s`, :option:`-p`, and :option:`-t` options can be passed in
as positional arguments in that order. The following two command lines
are equivalent::

   python -m unittest discover -s project_directory -p "*_test.py"
   python -m unittest discover project_directory "*_test.py"

As well as being a path it is possible to pass a package name, for example
``myproject.subpackage.test``, as the start directory. The package name you
supply will then be imported and its location on the filesystem will be used
as the start directory.

.. caution::

    Test discovery loads tests by importing them. Once test discovery has found
    all the test files from the start directory you specify it turns the paths
    into package names to import. For example :file:`foo/bar/baz.py` will be
    imported as ``foo.bar.baz``.

    If you have a package installed globally and attempt test discovery on
    a different copy of the package then the import *could* happen from the
    wrong place. If this happens test discovery will warn you and exit.

    If you supply the start directory as a package name rather than a
    path to a directory then discover assumes that whichever location it
    imports from is the location you intended, so you will not get the
    warning.

Test modules and packages can customize test loading and discovery by through
the `load_tests protocol`_.

.. versionchanged:: 3.4
   Test discovery supports :term:`namespace packages <namespace package>`.


.. _organizing-tests:

Organizing test code
--------------------

The basic building blocks of unit testing are :dfn:`test cases` --- single
scenarios that must be set up and checked for correctness.  In :mod:`unittest`,
test cases are represented by :class:`unittest.TestCase` instances.
To make your own test cases you must write subclasses of
:class:`TestCase` or use :class:`FunctionTestCase`.

The testing code of a :class:`TestCase` instance should be entirely self
contained, such that it can be run either in isolation or in arbitrary
combination with any number of other test cases.

The simplest :class:`TestCase` subclass will simply implement a test method
(i.e. a method whose name starts with ``test``) in order to perform specific
testing code::

   import unittest

   class DefaultWidgetSizeTestCase(unittest.TestCase):
       def test_default_widget_size(self):
           widget = Widget('The widget')
           self.assertEqual(widget.size(), (50, 50))

Note that in order to test something, we use one of the :meth:`assert\*`
methods provided by the :class:`TestCase` base class.  If the test fails, an
exception will be raised with an explanatory message, and :mod:`unittest`
will identify the test case as a :dfn:`failure`.  Any other exceptions will be
treated as :dfn:`errors`.

Tests can be numerous, and their set-up can be repetitive.  Luckily, we
can factor out set-up code by implementing a method called
:meth:`~TestCase.setUp`, which the testing framework will automatically
call for every single test we run::

   import unittest

   class WidgetTestCase(unittest.TestCase):
       def setUp(self):
           self.widget = Widget('The widget')

       def test_default_widget_size(self):
           self.assertEqual(self.widget.size(), (50,50),
                            'incorrect default size')

       def test_widget_resize(self):
           self.widget.resize(100,150)
           self.assertEqual(self.widget.size(), (100,150),
                            'wrong size after resize')

.. note::
   The order in which the various tests will be run is determined
   by sorting the test method names with respect to the built-in
   ordering for strings.

If the :meth:`~TestCase.setUp` method raises an exception while the test is
running, the framework will consider the test to have suffered an error, and
the test method will not be executed.

Similarly, we can provide a :meth:`~TestCase.tearDown` method that tidies up
after the test method has been run::

   import unittest

   class WidgetTestCase(unittest.TestCase):
       def setUp(self):
           self.widget = Widget('The widget')

       def tearDown(self):
           self.widget.dispose()

If :meth:`~TestCase.setUp` succeeded, :meth:`~TestCase.tearDown` will be
run whether the test method succeeded or not.

Such a working environment for the testing code is called a
:dfn:`test fixture`.  A new TestCase instance is created as a unique
test fixture used to execute each individual test method.  Thus
:meth:`~TestCase.setUp`, :meth:`~TestCase.tearDown`, and :meth:`~TestCase.__init__`
will be called once per test.

It is recommended that you use TestCase implementations to group tests together
according to the features they test.  :mod:`unittest` provides a mechanism for
this: the :dfn:`test suite`, represented by :mod:`unittest`'s
:class:`TestSuite` class.  In most cases, calling :func:`unittest.main` will do
the right thing and collect all the module's test cases for you and execute
them.

However, should you want to customize the building of your test suite,
you can do it yourself::

   def suite():
       suite = unittest.TestSuite()
       suite.addTest(WidgetTestCase('test_default_widget_size'))
       suite.addTest(WidgetTestCase('test_widget_resize'))
       return suite

   if __name__ == '__main__':
       runner = unittest.TextTestRunner()
       runner.run(suite())

You can place the definitions of test cases and test suites in the same modules
as the code they are to test (such as :file:`widget.py`), but there are several
advantages to placing the test code in a separate module, such as
:file:`test_widget.py`:

* The test module can be run standalone from the command line.

* The test code can more easily be separated from shipped code.

* There is less temptation to change test code to fit the code it tests without
  a good reason.

* Test code should be modified much less frequently than the code it tests.

* Tested code can be refactored more easily.

* Tests for modules written in C must be in separate modules anyway, so why not
  be consistent?

* If the testing strategy changes, there is no need to change the source code.


.. _legacy-unit-tests:

Re-using old test code
----------------------

Some users will find that they have existing test code that they would like to
run from :mod:`unittest`, without converting every old test function to a
:class:`TestCase` subclass.

For this reason, :mod:`unittest` provides a :class:`FunctionTestCase` class.
This subclass of :class:`TestCase` can be used to wrap an existing test
function.  Set-up and tear-down functions can also be provided.

Given the following test function::

   def testSomething():
       something = makeSomething()
       assert something.name is not None
       # ...

one can create an equivalent test case instance as follows, with optional
set-up and tear-down methods::

   testcase = unittest.FunctionTestCase(testSomething,
                                        setUp=makeSomethingDB,
                                        tearDown=deleteSomethingDB)

.. note::

   Even though :class:`FunctionTestCase` can be used to quickly convert an
   existing test base over to a :mod:`unittest`\ -based system, this approach is
   not recommended.  Taking the time to set up proper :class:`TestCase`
   subclasses will make future test refactorings infinitely easier.

In some cases, the existing tests may have been written using the :mod:`doctest`
module.  If so, :mod:`doctest` provides a :class:`DocTestSuite` class that can
automatically build :class:`unittest.TestSuite` instances from the existing
:mod:`doctest`\ -based tests.


.. _unittest-skipping:

Skipping tests and expected failures
------------------------------------

.. versionadded:: 3.1

Unittest supports skipping individual test methods and even whole classes of
tests.  In addition, it supports marking a test as an "expected failure," a test
that is broken and will fail, but shouldn't be counted as a failure on a
:class:`TestResult`.

Skipping a test is simply a matter of using the :func:`skip` :term:`decorator`
or one of its conditional variants, calling :meth:`TestCase.skipTest` within a
:meth:`~TestCase.setUp` or test method, or raising :exc:`SkipTest` directly.

Basic skipping looks like this::

   class MyTestCase(unittest.TestCase):

       @unittest.skip("demonstrating skipping")
       def test_nothing(self):
           self.fail("shouldn't happen")

       @unittest.skipIf(mylib.__version__ < (1, 3),
                        "not supported in this library version")
       def test_format(self):
           # Tests that work for only a certain version of the library.
           pass

       @unittest.skipUnless(sys.platform.startswith("win"), "requires Windows")
       def test_windows_support(self):
           # windows specific testing code
           pass

       def test_maybe_skipped(self):
           if not external_resource_available():
               self.skipTest("external resource not available")
           # test code that depends on the external resource
           pass

This is the output of running the example above in verbose mode::

   test_format (__main__.MyTestCase) ... skipped 'not supported in this library version'
   test_nothing (__main__.MyTestCase) ... skipped 'demonstrating skipping'
   test_maybe_skipped (__main__.MyTestCase) ... skipped 'external resource not available'
   test_windows_support (__main__.MyTestCase) ... skipped 'requires Windows'

   ----------------------------------------------------------------------
   Ran 4 tests in 0.005s

   OK (skipped=4)

Classes can be skipped just like methods::

   @unittest.skip("showing class skipping")
   class MySkippedTestCase(unittest.TestCase):
       def test_not_run(self):
           pass

:meth:`TestCase.setUp` can also skip the test.  This is useful when a resource
that needs to be set up is not available.

Expected failures use the :func:`expectedFailure` decorator. ::

   class ExpectedFailureTestCase(unittest.TestCase):
       @unittest.expectedFailure
       def test_fail(self):
           self.assertEqual(1, 0, "broken")

It's easy to roll your own skipping decorators by making a decorator that calls
:func:`skip` on the test when it wants it to be skipped.  This decorator skips
the test unless the passed object has a certain attribute::

   def skipUnlessHasattr(obj, attr):
       if hasattr(obj, attr):
           return lambda func: func
       return unittest.skip("{!r} doesn't have {!r}".format(obj, attr))

The following decorators and exception implement test skipping and expected failures:

.. decorator:: skip(reason)

   Unconditionally skip the decorated test.  *reason* should describe why the
   test is being skipped.

.. decorator:: skipIf(condition, reason)

   Skip the decorated test if *condition* is true.

.. decorator:: skipUnless(condition, reason)

   Skip the decorated test unless *condition* is true.

.. decorator:: expectedFailure

   Mark the test as an expected failure.  If the test fails it will be
   considered a success.  If the test passes, it will be considered a failure.

.. exception:: SkipTest(reason)

   This exception is raised to skip a test.

   Usually you can use :meth:`TestCase.skipTest` or one of the skipping
   decorators instead of raising this directly.

Skipped tests will not have :meth:`~TestCase.setUp` or :meth:`~TestCase.tearDown` run around them.
Skipped classes will not have :meth:`~TestCase.setUpClass` or :meth:`~TestCase.tearDownClass` run.
Skipped modules will not have :func:`setUpModule` or :func:`tearDownModule` run.


.. _subtests:

Distinguishing test iterations using subtests
---------------------------------------------

.. versionadded:: 3.4

When there are very small differences among your tests, for
instance some parameters, unittest allows you to distinguish them inside
the body of a test method using the :meth:`~TestCase.subTest` context manager.

For example, the following test::

   class NumbersTest(unittest.TestCase):

       def test_even(self):
           """
           Test that numbers between 0 and 5 are all even.
           """
           for i in range(0, 6):
               with self.subTest(i=i):
                   self.assertEqual(i % 2, 0)

will produce the following output::

   ======================================================================
   FAIL: test_even (__main__.NumbersTest) (i=1)
   ----------------------------------------------------------------------
   Traceback (most recent call last):
     File "subtests.py", line 32, in test_even
       self.assertEqual(i % 2, 0)
   AssertionError: 1 != 0

   ======================================================================
   FAIL: test_even (__main__.NumbersTest) (i=3)
   ----------------------------------------------------------------------
   Traceback (most recent call last):
     File "subtests.py", line 32, in test_even
       self.assertEqual(i % 2, 0)
   AssertionError: 1 != 0

   ======================================================================
   FAIL: test_even (__main__.NumbersTest) (i=5)
   ----------------------------------------------------------------------
   Traceback (most recent call last):
     File "subtests.py", line 32, in test_even
       self.assertEqual(i % 2, 0)
   AssertionError: 1 != 0

Without using a subtest, execution would stop after the first failure,
and the error would be less easy to diagnose because the value of ``i``
wouldn't be displayed::

   ======================================================================
   FAIL: test_even (__main__.NumbersTest)
   ----------------------------------------------------------------------
   Traceback (most recent call last):
     File "subtests.py", line 32, in test_even
       self.assertEqual(i % 2, 0)
   AssertionError: 1 != 0


.. _unittest-contents:

Classes and functions
---------------------

This section describes in depth the API of :mod:`unittest`.


.. _testcase-objects:

Test cases
~~~~~~~~~~

.. class:: TestCase(methodName='runTest')

   Instances of the :class:`TestCase` class represent the logical test units
   in the :mod:`unittest` universe.  This class is intended to be used as a base
   class, with specific tests being implemented by concrete subclasses.  This class
   implements the interface needed by the test runner to allow it to drive the
   tests, and methods that the test code can use to check for and report various
   kinds of failure.

   Each instance of :class:`TestCase` will run a single base method: the method
   named *methodName*.
   In most uses of :class:`TestCase`, you will neither change
   the *methodName* nor reimplement the default ``runTest()`` method.

   .. versionchanged:: 3.2
      :class:`TestCase` can be instantiated successfully without providing a
      *methodName*. This makes it easier to experiment with :class:`TestCase`
      from the interactive interpreter.

   :class:`TestCase` instances provide three groups of methods: one group used
   to run the test, another used by the test implementation to check conditions
   and report failures, and some inquiry methods allowing information about the
   test itself to be gathered.

   Methods in the first group (running the test) are:

   .. method:: setUp()

      Method called to prepare the test fixture.  This is called immediately
      before calling the test method; other than :exc:`AssertionError` or :exc:`SkipTest`,
      any exception raised by this method will be considered an error rather than
      a test failure. The default implementation does nothing.


   .. method:: tearDown()

      Method called immediately after the test method has been called and the
      result recorded.  This is called even if the test method raised an
      exception, so the implementation in subclasses may need to be particularly
      careful about checking internal state.  Any exception, other than
      :exc:`AssertionError` or :exc:`SkipTest`, raised by this method will be
      considered an additional error rather than a test failure (thus increasing
      the total number of reported errors). This method will only be called if
      the :meth:`setUp` succeeds, regardless of the outcome of the test method.
      The default implementation does nothing.


   .. method:: setUpClass()

      A class method called before tests in an individual class are run.
      ``setUpClass`` is called with the class as the only argument
      and must be decorated as a :func:`classmethod`::

        @classmethod
        def setUpClass(cls):
            ...

      See `Class and Module Fixtures`_ for more details.

      .. versionadded:: 3.2


   .. method:: tearDownClass()

      A class method called after tests in an individual class have run.
      ``tearDownClass`` is called with the class as the only argument
      and must be decorated as a :meth:`classmethod`::

        @classmethod
        def tearDownClass(cls):
            ...

      See `Class and Module Fixtures`_ for more details.

      .. versionadded:: 3.2


   .. method:: run(result=None)

      Run the test, collecting the result into the :class:`TestResult` object
      passed as *result*.  If *result* is omitted or ``None``, a temporary
      result object is created (by calling the :meth:`defaultTestResult`
      method) and used. The result object is returned to :meth:`run`'s
      caller.

      The same effect may be had by simply calling the :class:`TestCase`
      instance.

      .. versionchanged:: 3.3
         Previous versions of ``run`` did not return the result. Neither did
         calling an instance.

   .. method:: skipTest(reason)

      Calling this during a test method or :meth:`setUp` skips the current
      test.  See :ref:`unittest-skipping` for more information.

      .. versionadded:: 3.1


   .. method:: subTest(msg=None, **params)

      Return a context manager which executes the enclosed code block as a
      subtest.  *msg* and *params* are optional, arbitrary values which are
      displayed whenever a subtest fails, allowing you to identify them
      clearly.

      A test case can contain any number of subtest declarations, and
      they can be arbitrarily nested.

      See :ref:`subtests` for more information.

      .. versionadded:: 3.4


   .. method:: debug()

      Run the test without collecting the result.  This allows exceptions raised
      by the test to be propagated to the caller, and can be used to support
      running tests under a debugger.

   .. _assert-methods:

   The :class:`TestCase` class provides several assert methods to check for and
   report failures.  The following table lists the most commonly used methods
   (see the tables below for more assert methods):

   +-----------------------------------------+-----------------------------+---------------+
   | Method                                  | Checks that                 | New in        |
   +=========================================+=============================+===============+
   | :meth:`assertEqual(a, b)                | ``a == b``                  |               |
   | <TestCase.assertEqual>`                 |                             |               |
   +-----------------------------------------+-----------------------------+---------------+
   | :meth:`assertNotEqual(a, b)             | ``a != b``                  |               |
   | <TestCase.assertNotEqual>`              |                             |               |
   +-----------------------------------------+-----------------------------+---------------+
   | :meth:`assertTrue(x)                    | ``bool(x) is True``         |               |
   | <TestCase.assertTrue>`                  |                             |               |
   +-----------------------------------------+-----------------------------+---------------+
   | :meth:`assertFalse(x)                   | ``bool(x) is False``        |               |
   | <TestCase.assertFalse>`                 |                             |               |
   +-----------------------------------------+-----------------------------+---------------+
   | :meth:`assertIs(a, b)                   | ``a is b``                  | 3.1           |
   | <TestCase.assertIs>`                    |                             |               |
   +-----------------------------------------+-----------------------------+---------------+
   | :meth:`assertIsNot(a, b)                | ``a is not b``              | 3.1           |
   | <TestCase.assertIsNot>`                 |                             |               |
   +-----------------------------------------+-----------------------------+---------------+
   | :meth:`assertIsNone(x)                  | ``x is None``               | 3.1           |
   | <TestCase.assertIsNone>`                |                             |               |
   +-----------------------------------------+-----------------------------+---------------+
   | :meth:`assertIsNotNone(x)               | ``x is not None``           | 3.1           |
   | <TestCase.assertIsNotNone>`             |                             |               |
   +-----------------------------------------+-----------------------------+---------------+
   | :meth:`assertIn(a, b)                   | ``a in b``                  | 3.1           |
   | <TestCase.assertIn>`                    |                             |               |
   +-----------------------------------------+-----------------------------+---------------+
   | :meth:`assertNotIn(a, b)                | ``a not in b``              | 3.1           |
   | <TestCase.assertNotIn>`                 |                             |               |
   +-----------------------------------------+-----------------------------+---------------+
   | :meth:`assertIsInstance(a, b)           | ``isinstance(a, b)``        | 3.2           |
   | <TestCase.assertIsInstance>`            |                             |               |
   +-----------------------------------------+-----------------------------+---------------+
   | :meth:`assertNotIsInstance(a, b)        | ``not isinstance(a, b)``    | 3.2           |
   | <TestCase.assertNotIsInstance>`         |                             |               |
   +-----------------------------------------+-----------------------------+---------------+

   All the assert methods accept a *msg* argument that, if specified, is used
   as the error message on failure (see also :data:`longMessage`).
   Note that the *msg* keyword argument can be passed to :meth:`assertRaises`,
   :meth:`assertRaisesRegex`, :meth:`assertWarns`, :meth:`assertWarnsRegex`
   only when they are used as a context manager.

   .. method:: assertEqual(first, second, msg=None)

      Test that *first* and *second* are equal.  If the values do not
      compare equal, the test will fail.

      In addition, if *first* and *second* are the exact same type and one of
      list, tuple, dict, set, frozenset or str or any type that a subclass
      registers with :meth:`addTypeEqualityFunc` the type-specific equality
      function will be called in order to generate a more useful default
      error message (see also the :ref:`list of type-specific methods
      <type-specific-methods>`).

      .. versionchanged:: 3.1
         Added the automatic calling of type-specific equality function.

      .. versionchanged:: 3.2
         :meth:`assertMultiLineEqual` added as the default type equality
         function for comparing strings.


   .. method:: assertNotEqual(first, second, msg=None)

      Test that *first* and *second* are not equal.  If the values do
      compare equal, the test will fail.

   .. method:: assertTrue(expr, msg=None)
               assertFalse(expr, msg=None)

      Test that *expr* is true (or false).

      Note that this is equivalent to ``bool(expr) is True`` and not to ``expr
      is True`` (use ``assertIs(expr, True)`` for the latter).  This method
      should also be avoided when more specific methods are available (e.g.
      ``assertEqual(a, b)`` instead of ``assertTrue(a == b)``), because they
      provide a better error message in case of failure.


   .. method:: assertIs(first, second, msg=None)
               assertIsNot(first, second, msg=None)

      Test that *first* and *second* evaluate (or don't evaluate) to the
      same object.

      .. versionadded:: 3.1


   .. method:: assertIsNone(expr, msg=None)
               assertIsNotNone(expr, msg=None)

      Test that *expr* is (or is not) ``None``.

      .. versionadded:: 3.1


   .. method:: assertIn(member, container, msg=None)
               assertNotIn(member, container, msg=None)

      Test that *member* is (or is not) in *container*.

      .. versionadded:: 3.1


   .. method:: assertIsInstance(obj, cls, msg=None)
               assertNotIsInstance(obj, cls, msg=None)

      Test that *obj* is (or is not) an instance of *cls* (which can be a
      class or a tuple of classes, as supported by :func:`isinstance`).
      To check for the exact type, use :func:`assertIs(type(obj), cls) <assertIs>`.

      .. versionadded:: 3.2



   It is also possible to check the production of exceptions, warnings, and
   log messages using the following methods:

   +---------------------------------------------------------+--------------------------------------+------------+
   | Method                                                  | Checks that                          | New in     |
   +=========================================================+======================================+============+
   | :meth:`assertRaises(exc, fun, *args, **kwds)            | ``fun(*args, **kwds)`` raises *exc*  |            |
   | <TestCase.assertRaises>`                                |                                      |            |
   +---------------------------------------------------------+--------------------------------------+------------+
   | :meth:`assertRaisesRegex(exc, r, fun, *args, **kwds)    | ``fun(*args, **kwds)`` raises *exc*  | 3.1        |
   | <TestCase.assertRaisesRegex>`                           | and the message matches regex *r*    |            |
   +---------------------------------------------------------+--------------------------------------+------------+
   | :meth:`assertWarns(warn, fun, *args, **kwds)            | ``fun(*args, **kwds)`` raises *warn* | 3.2        |
   | <TestCase.assertWarns>`                                 |                                      |            |
   +---------------------------------------------------------+--------------------------------------+------------+
   | :meth:`assertWarnsRegex(warn, r, fun, *args, **kwds)    | ``fun(*args, **kwds)`` raises *warn* | 3.2        |
   | <TestCase.assertWarnsRegex>`                            | and the message matches regex *r*    |            |
   +---------------------------------------------------------+--------------------------------------+------------+
   | :meth:`assertLogs(logger, level)                        | The ``with`` block logs on *logger*  | 3.4        |
   | <TestCase.assertLogs>`                                  | with minimum *level*                 |            |
   +---------------------------------------------------------+--------------------------------------+------------+
   | :meth:`assertNoLogs(logger, level)                      | The ``with`` block does not log on   | 3.10       |
   | <TestCase.assertNoLogs>`                                |  *logger* with minimum *level*       |            |
   +---------------------------------------------------------+--------------------------------------+------------+

   .. method:: assertRaises(exception, callable, *args, **kwds)
               assertRaises(exception, *, msg=None)

      Test that an exception is raised when *callable* is called with any
      positional or keyword arguments that are also passed to
      :meth:`assertRaises`.  The test passes if *exception* is raised, is an
      error if another exception is raised, or fails if no exception is raised.
      To catch any of a group of exceptions, a tuple containing the exception
      classes may be passed as *exception*.

      If only the *exception* and possibly the *msg* arguments are given,
      return a context manager so that the code under test can be written
      inline rather than as a function::

         with self.assertRaises(SomeException):
             do_something()

      When used as a context manager, :meth:`assertRaises` accepts the
      additional keyword argument *msg*.

      The context manager will store the caught exception object in its
      :attr:`exception` attribute.  This can be useful if the intention
      is to perform additional checks on the exception raised::

         with self.assertRaises(SomeException) as cm:
             do_something()

         the_exception = cm.exception
         self.assertEqual(the_exception.error_code, 3)

      .. versionchanged:: 3.1
         Added the ability to use :meth:`assertRaises` as a context manager.

      .. versionchanged:: 3.2
         Added the :attr:`exception` attribute.

      .. versionchanged:: 3.3
         Added the *msg* keyword argument when used as a context manager.


   .. method:: assertRaisesRegex(exception, regex, callable, *args, **kwds)
               assertRaisesRegex(exception, regex, *, msg=None)

      Like :meth:`assertRaises` but also tests that *regex* matches
      on the string representation of the raised exception.  *regex* may be
      a regular expression object or a string containing a regular expression
      suitable for use by :func:`re.search`.  Examples::

         self.assertRaisesRegex(ValueError, "invalid literal for.*XYZ'$",
                                int, 'XYZ')

      or::

         with self.assertRaisesRegex(ValueError, 'literal'):
            int('XYZ')

      .. versionadded:: 3.1
         Added under the name ``assertRaisesRegexp``.

      .. versionchanged:: 3.2
         Renamed to :meth:`assertRaisesRegex`.

      .. versionchanged:: 3.3
         Added the *msg* keyword argument when used as a context manager.


   .. method:: assertWarns(warning, callable, *args, **kwds)
               assertWarns(warning, *, msg=None)

      Test that a warning is triggered when *callable* is called with any
      positional or keyword arguments that are also passed to
      :meth:`assertWarns`.  The test passes if *warning* is triggered and
      fails if it isn't.  Any exception is an error.
      To catch any of a group of warnings, a tuple containing the warning
      classes may be passed as *warnings*.

      If only the *warning* and possibly the *msg* arguments are given,
      return a context manager so that the code under test can be written
      inline rather than as a function::

         with self.assertWarns(SomeWarning):
             do_something()

      When used as a context manager, :meth:`assertWarns` accepts the
      additional keyword argument *msg*.

      The context manager will store the caught warning object in its
      :attr:`warning` attribute, and the source line which triggered the
      warnings in the :attr:`filename` and :attr:`lineno` attributes.
      This can be useful if the intention is to perform additional checks
      on the warning caught::

         with self.assertWarns(SomeWarning) as cm:
             do_something()

         self.assertIn('myfile.py', cm.filename)
         self.assertEqual(320, cm.lineno)

      This method works regardless of the warning filters in place when it
      is called.

      .. versionadded:: 3.2

      .. versionchanged:: 3.3
         Added the *msg* keyword argument when used as a context manager.


   .. method:: assertWarnsRegex(warning, regex, callable, *args, **kwds)
               assertWarnsRegex(warning, regex, *, msg=None)

      Like :meth:`assertWarns` but also tests that *regex* matches on the
      message of the triggered warning.  *regex* may be a regular expression
      object or a string containing a regular expression suitable for use
      by :func:`re.search`.  Example::

         self.assertWarnsRegex(DeprecationWarning,
                               r'legacy_function\(\) is deprecated',
                               legacy_function, 'XYZ')

      or::

         with self.assertWarnsRegex(RuntimeWarning, 'unsafe frobnicating'):
             frobnicate('/etc/passwd')

      .. versionadded:: 3.2

      .. versionchanged:: 3.3
         Added the *msg* keyword argument when used as a context manager.

   .. method:: assertLogs(logger=None, level=None)

      A context manager to test that at least one message is logged on
      the *logger* or one of its children, with at least the given
      *level*.

      If given, *logger* should be a :class:`logging.Logger` object or a
      :class:`str` giving the name of a logger.  The default is the root
      logger, which will catch all messages.

      If given, *level* should be either a numeric logging level or
      its string equivalent (for example either ``"ERROR"`` or
      :attr:`logging.ERROR`).  The default is :attr:`logging.INFO`.

      The test passes if at least one message emitted inside the ``with``
      block matches the *logger* and *level* conditions, otherwise it fails.

      The object returned by the context manager is a recording helper
      which keeps tracks of the matching log messages.  It has two
      attributes:

      .. attribute:: records

         A list of :class:`logging.LogRecord` objects of the matching
         log messages.

      .. attribute:: output

         A list of :class:`str` objects with the formatted output of
         matching messages.

      Example::

         with self.assertLogs('foo', level='INFO') as cm:
            logging.getLogger('foo').info('first message')
            logging.getLogger('foo.bar').error('second message')
         self.assertEqual(cm.output, ['INFO:foo:first message',
                                      'ERROR:foo.bar:second message'])

      .. versionadded:: 3.4

   .. method:: assertNoLogs(logger=None, level=None)

      A context manager to test that no messages are logged on
      the *logger* or one of its children, with at least the given
      *level*.

      If given, *logger* should be a :class:`logging.Logger` object or a
      :class:`str` giving the name of a logger.  The default is the root
      logger, which will catch all messages.

      If given, *level* should be either a numeric logging level or
      its string equivalent (for example either ``"ERROR"`` or
      :attr:`logging.ERROR`).  The default is :attr:`logging.INFO`.

      Unlike :meth:`assertLogs`, nothing will be returned by the context
      manager.

      .. versionadded:: 3.10

   There are also other methods used to perform more specific checks, such as:

   +---------------------------------------+--------------------------------+--------------+
   | Method                                | Checks that                    | New in       |
   +=======================================+================================+==============+
   | :meth:`assertAlmostEqual(a, b)        | ``round(a-b, 7) == 0``         |              |
   | <TestCase.assertAlmostEqual>`         |                                |              |
   +---------------------------------------+--------------------------------+--------------+
   | :meth:`assertNotAlmostEqual(a, b)     | ``round(a-b, 7) != 0``         |              |
   | <TestCase.assertNotAlmostEqual>`      |                                |              |
   +---------------------------------------+--------------------------------+--------------+
   | :meth:`assertGreater(a, b)            | ``a > b``                      | 3.1          |
   | <TestCase.assertGreater>`             |                                |              |
   +---------------------------------------+--------------------------------+--------------+
   | :meth:`assertGreaterEqual(a, b)       | ``a >= b``                     | 3.1          |
   | <TestCase.assertGreaterEqual>`        |                                |              |
   +---------------------------------------+--------------------------------+--------------+
   | :meth:`assertLess(a, b)               | ``a < b``                      | 3.1          |
   | <TestCase.assertLess>`                |                                |              |
   +---------------------------------------+--------------------------------+--------------+
   | :meth:`assertLessEqual(a, b)          | ``a <= b``                     | 3.1          |
   | <TestCase.assertLessEqual>`           |                                |              |
   +---------------------------------------+--------------------------------+--------------+
   | :meth:`assertRegex(s, r)              | ``r.search(s)``                | 3.1          |
   | <TestCase.assertRegex>`               |                                |              |
   +---------------------------------------+--------------------------------+--------------+
   | :meth:`assertNotRegex(s, r)           | ``not r.search(s)``            | 3.2          |
   | <TestCase.assertNotRegex>`            |                                |              |
   +---------------------------------------+--------------------------------+--------------+
   | :meth:`assertCountEqual(a, b)         | *a* and *b* have the same      | 3.2          |
   | <TestCase.assertCountEqual>`          | elements in the same number,   |              |
   |                                       | regardless of their order.     |              |
   +---------------------------------------+--------------------------------+--------------+


   .. method:: assertAlmostEqual(first, second, places=7, msg=None, delta=None)
               assertNotAlmostEqual(first, second, places=7, msg=None, delta=None)

      Test that *first* and *second* are approximately (or not approximately)
      equal by computing the difference, rounding to the given number of
      decimal *places* (default 7), and comparing to zero.  Note that these
      methods round the values to the given number of *decimal places* (i.e.
      like the :func:`round` function) and not *significant digits*.

      If *delta* is supplied instead of *places* then the difference
      between *first* and *second* must be less or equal to (or greater than) *delta*.

      Supplying both *delta* and *places* raises a :exc:`TypeError`.

      .. versionchanged:: 3.2
         :meth:`assertAlmostEqual` automatically considers almost equal objects
         that compare equal.  :meth:`assertNotAlmostEqual` automatically fails
         if the objects compare equal.  Added the *delta* keyword argument.


   .. method:: assertGreater(first, second, msg=None)
               assertGreaterEqual(first, second, msg=None)
               assertLess(first, second, msg=None)
               assertLessEqual(first, second, msg=None)

      Test that *first* is respectively >, >=, < or <= than *second* depending
      on the method name.  If not, the test will fail::

         >>> self.assertGreaterEqual(3, 4)
         AssertionError: "3" unexpectedly not greater than or equal to "4"

      .. versionadded:: 3.1


   .. method:: assertRegex(text, regex, msg=None)
               assertNotRegex(text, regex, msg=None)

      Test that a *regex* search matches (or does not match) *text*.  In case
      of failure, the error message will include the pattern and the *text* (or
      the pattern and the part of *text* that unexpectedly matched).  *regex*
      may be a regular expression object or a string containing a regular
      expression suitable for use by :func:`re.search`.

      .. versionadded:: 3.1
         Added under the name ``assertRegexpMatches``.
      .. versionchanged:: 3.2
         The method ``assertRegexpMatches()`` has been renamed to
         :meth:`.assertRegex`.
      .. versionadded:: 3.2
         :meth:`.assertNotRegex`.
      .. versionadded:: 3.5
         The name ``assertNotRegexpMatches`` is a deprecated alias
         for :meth:`.assertNotRegex`.


   .. method:: assertCountEqual(first, second, msg=None)

      Test that sequence *first* contains the same elements as *second*,
      regardless of their order. When they don't, an error message listing the
      differences between the sequences will be generated.

      Duplicate elements are *not* ignored when comparing *first* and
      *second*. It verifies whether each element has the same count in both
      sequences. Equivalent to:
      ``assertEqual(Counter(list(first)), Counter(list(second)))``
      but works with sequences of unhashable objects as well.

      .. versionadded:: 3.2


   .. _type-specific-methods:

   The :meth:`assertEqual` method dispatches the equality check for objects of
   the same type to different type-specific methods.  These methods are already
   implemented for most of the built-in types, but it's also possible to
   register new methods using :meth:`addTypeEqualityFunc`:

   .. method:: addTypeEqualityFunc(typeobj, function)

      Registers a type-specific method called by :meth:`assertEqual` to check
      if two objects of exactly the same *typeobj* (not subclasses) compare
      equal.  *function* must take two positional arguments and a third msg=None
      keyword argument just as :meth:`assertEqual` does.  It must raise
      :data:`self.failureException(msg) <failureException>` when inequality
      between the first two parameters is detected -- possibly providing useful
      information and explaining the inequalities in details in the error
      message.

      .. versionadded:: 3.1

   The list of type-specific methods automatically used by
   :meth:`~TestCase.assertEqual` are summarized in the following table.  Note
   that it's usually not necessary to invoke these methods directly.

   +-----------------------------------------+-----------------------------+--------------+
   | Method                                  | Used to compare             | New in       |
   +=========================================+=============================+==============+
   | :meth:`assertMultiLineEqual(a, b)       | strings                     | 3.1          |
   | <TestCase.assertMultiLineEqual>`        |                             |              |
   +-----------------------------------------+-----------------------------+--------------+
   | :meth:`assertSequenceEqual(a, b)        | sequences                   | 3.1          |
   | <TestCase.assertSequenceEqual>`         |                             |              |
   +-----------------------------------------+-----------------------------+--------------+
   | :meth:`assertListEqual(a, b)            | lists                       | 3.1          |
   | <TestCase.assertListEqual>`             |                             |              |
   +-----------------------------------------+-----------------------------+--------------+
   | :meth:`assertTupleEqual(a, b)           | tuples                      | 3.1          |
   | <TestCase.assertTupleEqual>`            |                             |              |
   +-----------------------------------------+-----------------------------+--------------+
   | :meth:`assertSetEqual(a, b)             | sets or frozensets          | 3.1          |
   | <TestCase.assertSetEqual>`              |                             |              |
   +-----------------------------------------+-----------------------------+--------------+
   | :meth:`assertDictEqual(a, b)            | dicts                       | 3.1          |
   | <TestCase.assertDictEqual>`             |                             |              |
   +-----------------------------------------+-----------------------------+--------------+



   .. method:: assertMultiLineEqual(first, second, msg=None)

      Test that the multiline string *first* is equal to the string *second*.
      When not equal a diff of the two strings highlighting the differences
      will be included in the error message. This method is used by default
      when comparing strings with :meth:`assertEqual`.

      .. versionadded:: 3.1


   .. method:: assertSequenceEqual(first, second, msg=None, seq_type=None)

      Tests that two sequences are equal.  If a *seq_type* is supplied, both
      *first* and *second* must be instances of *seq_type* or a failure will
      be raised.  If the sequences are different an error message is
      constructed that shows the difference between the two.

      This method is not called directly by :meth:`assertEqual`, but
      it's used to implement :meth:`assertListEqual` and
      :meth:`assertTupleEqual`.

      .. versionadded:: 3.1


   .. method:: assertListEqual(first, second, msg=None)
               assertTupleEqual(first, second, msg=None)

      Tests that two lists or tuples are equal.  If not, an error message is
      constructed that shows only the differences between the two.  An error
      is also raised if either of the parameters are of the wrong type.
      These methods are used by default when comparing lists or tuples with
      :meth:`assertEqual`.

      .. versionadded:: 3.1


   .. method:: assertSetEqual(first, second, msg=None)

      Tests that two sets are equal.  If not, an error message is constructed
      that lists the differences between the sets.  This method is used by
      default when comparing sets or frozensets with :meth:`assertEqual`.

      Fails if either of *first* or *second* does not have a :meth:`set.difference`
      method.

      .. versionadded:: 3.1


   .. method:: assertDictEqual(first, second, msg=None)

      Test that two dictionaries are equal.  If not, an error message is
      constructed that shows the differences in the dictionaries. This
      method will be used by default to compare dictionaries in
      calls to :meth:`assertEqual`.

      .. versionadded:: 3.1



   .. _other-methods-and-attrs:

   Finally the :class:`TestCase` provides the following methods and attributes:


   .. method:: fail(msg=None)

      Signals a test failure unconditionally, with *msg* or ``None`` for
      the error message.


   .. attribute:: failureException

      This class attribute gives the exception raised by the test method.  If a
      test framework needs to use a specialized exception, possibly to carry
      additional information, it must subclass this exception in order to "play
      fair" with the framework.  The initial value of this attribute is
      :exc:`AssertionError`.


   .. attribute:: longMessage

      This class attribute determines what happens when a custom failure message
      is passed as the msg argument to an assertXYY call that fails.
      ``True`` is the default value. In this case, the custom message is appended
      to the end of the standard failure message.
      When set to ``False``, the custom message replaces the standard message.

      The class setting can be overridden in individual test methods by assigning
      an instance attribute, self.longMessage, to ``True`` or ``False`` before
      calling the assert methods.

      The class setting gets reset before each test call.

      .. versionadded:: 3.1


   .. attribute:: maxDiff

      This attribute controls the maximum length of diffs output by assert
      methods that report diffs on failure. It defaults to 80*8 characters.
      Assert methods affected by this attribute are
      :meth:`assertSequenceEqual` (including all the sequence comparison
      methods that delegate to it), :meth:`assertDictEqual` and
      :meth:`assertMultiLineEqual`.

      Setting ``maxDiff`` to ``None`` means that there is no maximum length of
      diffs.

      .. versionadded:: 3.2


   Testing frameworks can use the following methods to collect information on
   the test:


   .. method:: countTestCases()

      Return the number of tests represented by this test object.  For
      :class:`TestCase` instances, this will always be ``1``.


   .. method:: defaultTestResult()

      Return an instance of the test result class that should be used for this
      test case class (if no other result instance is provided to the
      :meth:`run` method).

      For :class:`TestCase` instances, this will always be an instance of
      :class:`TestResult`; subclasses of :class:`TestCase` should override this
      as necessary.


   .. method:: id()

      Return a string identifying the specific test case.  This is usually the
      full name of the test method, including the module and class name.


   .. method:: shortDescription()

      Returns a description of the test, or ``None`` if no description
      has been provided.  The default implementation of this method
      returns the first line of the test method's docstring, if available,
      or ``None``.

      .. versionchanged:: 3.1
         In 3.1 this was changed to add the test name to the short description
         even in the presence of a docstring.  This caused compatibility issues
         with unittest extensions and adding the test name was moved to the
         :class:`TextTestResult` in Python 3.2.


   .. method:: addCleanup(function, /, *args, **kwargs)

      Add a function to be called after :meth:`tearDown` to cleanup resources
      used during the test. Functions will be called in reverse order to the
      order they are added (:abbr:`LIFO (last-in, first-out)`).  They
      are called with any arguments and keyword arguments passed into
      :meth:`addCleanup` when they are added.

      If :meth:`setUp` fails, meaning that :meth:`tearDown` is not called,
      then any cleanup functions added will still be called.

      .. versionadded:: 3.1


   .. method:: doCleanups()

      This method is called unconditionally after :meth:`tearDown`, or
      after :meth:`setUp` if :meth:`setUp` raises an exception.

      It is responsible for calling all the cleanup functions added by
      :meth:`addCleanup`. If you need cleanup functions to be called
      *prior* to :meth:`tearDown` then you can call :meth:`doCleanups`
      yourself.

      :meth:`doCleanups` pops methods off the stack of cleanup
      functions one at a time, so it can be called at any time.

      .. versionadded:: 3.1

   .. classmethod:: addClassCleanup(function, /, *args, **kwargs)

      Add a function to be called after :meth:`tearDownClass` to cleanup
      resources used during the test class. Functions will be called in reverse
      order to the order they are added (:abbr:`LIFO (last-in, first-out)`).
      They are called with any arguments and keyword arguments passed into
      :meth:`addClassCleanup` when they are added.

      If :meth:`setUpClass` fails, meaning that :meth:`tearDownClass` is not
      called, then any cleanup functions added will still be called.

      .. versionadded:: 3.8


   .. classmethod:: doClassCleanups()

      This method is called unconditionally after :meth:`tearDownClass`, or
      after :meth:`setUpClass` if :meth:`setUpClass` raises an exception.

      It is responsible for calling all the cleanup functions added by
      :meth:`addCleanupClass`. If you need cleanup functions to be called
      *prior* to :meth:`tearDownClass` then you can call
      :meth:`doCleanupsClass` yourself.

      :meth:`doCleanupsClass` pops methods off the stack of cleanup
      functions one at a time, so it can be called at any time.

      .. versionadded:: 3.8


.. class:: IsolatedAsyncioTestCase(methodName='runTest')

   This class provides an API similar to :class:`TestCase` and also accepts
   coroutines as test functions.

   .. versionadded:: 3.8

   .. coroutinemethod:: asyncSetUp()

      Method called to prepare the test fixture. This is called after :meth:`setUp`.
      This is called immediately before calling the test method; other than
      :exc:`AssertionError` or :exc:`SkipTest`, any exception raised by this method
      will be considered an error rather than a test failure. The default implementation
      does nothing.

   .. coroutinemethod:: asyncTearDown()

      Method called immediately after the test method has been called and the
      result recorded.  This is called before :meth:`tearDown`. This is called even if
      the test method raised an exception, so the implementation in subclasses may need
      to be particularly careful about checking internal state.  Any exception, other than
      :exc:`AssertionError` or :exc:`SkipTest`, raised by this method will be
      considered an additional error rather than a test failure (thus increasing
      the total number of reported errors). This method will only be called if
      the :meth:`asyncSetUp` succeeds, regardless of the outcome of the test method.
      The default implementation does nothing.

   .. method:: addAsyncCleanup(function, /, *args, **kwargs)

      This method accepts a coroutine that can be used as a cleanup function.

   .. method:: run(result=None)

      Sets up a new event loop to run the test, collecting the result into
      the :class:`TestResult` object passed as *result*.  If *result* is
      omitted or ``None``, a temporary result object is created (by calling
      the :meth:`defaultTestResult` method) and used. The result object is
      returned to :meth:`run`'s caller. At the end of the test all the tasks
      in the event loop are cancelled.


   An example illustrating the order::

      from unittest import IsolatedAsyncioTestCase

      events = []


      class Test(IsolatedAsyncioTestCase):


          def setUp(self):
              events.append("setUp")

          async def asyncSetUp(self):
              self._async_connection = await AsyncConnection()
              events.append("asyncSetUp")

          async def test_response(self):
              events.append("test_response")
              response = await self._async_connection.get("https://example.com")
              self.assertEqual(response.status_code, 200)
              self.addAsyncCleanup(self.on_cleanup)

          def tearDown(self):
              events.append("tearDown")

          async def asyncTearDown(self):
              await self._async_connection.close()
              events.append("asyncTearDown")

          async def on_cleanup(self):
              events.append("cleanup")

      if __name__ == "__main__":
          unittest.main()

   After running the test, ``events`` would contain ``["setUp", "asyncSetUp", "test_response", "asyncTearDown", "tearDown", "cleanup"]``.


.. class:: FunctionTestCase(testFunc, setUp=None, tearDown=None, description=None)

   This class implements the portion of the :class:`TestCase` interface which
   allows the test runner to drive the test, but does not provide the methods
   which test code can use to check and report errors.  This is used to create
   test cases using legacy test code, allowing it to be integrated into a
   :mod:`unittest`-based test framework.


.. _deprecated-aliases:

Deprecated aliases
##################

For historical reasons, some of the :class:`TestCase` methods had one or more
aliases that are now deprecated.  The following table lists the correct names
along with their deprecated aliases:

   ==============================  ====================== =======================
    Method Name                     Deprecated alias       Deprecated alias
   ==============================  ====================== =======================
    :meth:`.assertEqual`            failUnlessEqual        assertEquals
    :meth:`.assertNotEqual`         failIfEqual            assertNotEquals
    :meth:`.assertTrue`             failUnless             assert\_
    :meth:`.assertFalse`            failIf
    :meth:`.assertRaises`           failUnlessRaises
    :meth:`.assertAlmostEqual`      failUnlessAlmostEqual  assertAlmostEquals
    :meth:`.assertNotAlmostEqual`   failIfAlmostEqual      assertNotAlmostEquals
    :meth:`.assertRegex`                                   assertRegexpMatches
    :meth:`.assertNotRegex`                                assertNotRegexpMatches
    :meth:`.assertRaisesRegex`                             assertRaisesRegexp
   ==============================  ====================== =======================

   .. deprecated:: 3.1
         The fail* aliases listed in the second column have been deprecated.
   .. deprecated:: 3.2
         The assert* aliases listed in the third column have been deprecated.
   .. deprecated:: 3.2
         ``assertRegexpMatches`` and ``assertRaisesRegexp`` have been renamed to
         :meth:`.assertRegex` and :meth:`.assertRaisesRegex`.
   .. deprecated:: 3.5
         The ``assertNotRegexpMatches`` name is deprecated in favor of :meth:`.assertNotRegex`.

.. _testsuite-objects:

Grouping tests
~~~~~~~~~~~~~~

.. class:: TestSuite(tests=())

   This class represents an aggregation of individual test cases and test suites.
   The class presents the interface needed by the test runner to allow it to be run
   as any other test case.  Running a :class:`TestSuite` instance is the same as
   iterating over the suite, running each test individually.

   If *tests* is given, it must be an iterable of individual test cases or other
   test suites that will be used to build the suite initially. Additional methods
   are provided to add test cases and suites to the collection later on.

   :class:`TestSuite` objects behave much like :class:`TestCase` objects, except
   they do not actually implement a test.  Instead, they are used to aggregate
   tests into groups of tests that should be run together. Some additional
   methods are available to add tests to :class:`TestSuite` instances:


   .. method:: TestSuite.addTest(test)

      Add a :class:`TestCase` or :class:`TestSuite` to the suite.


   .. method:: TestSuite.addTests(tests)

      Add all the tests from an iterable of :class:`TestCase` and :class:`TestSuite`
      instances to this test suite.

      This is equivalent to iterating over *tests*, calling :meth:`addTest` for
      each element.

   :class:`TestSuite` shares the following methods with :class:`TestCase`:


   .. method:: run(result)

      Run the tests associated with this suite, collecting the result into the
      test result object passed as *result*.  Note that unlike
      :meth:`TestCase.run`, :meth:`TestSuite.run` requires the result object to
      be passed in.


   .. method:: debug()

      Run the tests associated with this suite without collecting the
      result. This allows exceptions raised by the test to be propagated to the
      caller and can be used to support running tests under a debugger.


   .. method:: countTestCases()

      Return the number of tests represented by this test object, including all
      individual tests and sub-suites.


   .. method:: __iter__()

      Tests grouped by a :class:`TestSuite` are always accessed by iteration.
      Subclasses can lazily provide tests by overriding :meth:`__iter__`. Note
      that this method may be called several times on a single suite (for
      example when counting tests or comparing for equality) so the tests
      returned by repeated iterations before :meth:`TestSuite.run` must be the
      same for each call iteration. After :meth:`TestSuite.run`, callers should
      not rely on the tests returned by this method unless the caller uses a
      subclass that overrides :meth:`TestSuite._removeTestAtIndex` to preserve
      test references.

      .. versionchanged:: 3.2
         In earlier versions the :class:`TestSuite` accessed tests directly rather
         than through iteration, so overriding :meth:`__iter__` wasn't sufficient
         for providing tests.

      .. versionchanged:: 3.4
         In earlier versions the :class:`TestSuite` held references to each
         :class:`TestCase` after :meth:`TestSuite.run`. Subclasses can restore
         that behavior by overriding :meth:`TestSuite._removeTestAtIndex`.

   In the typical usage of a :class:`TestSuite` object, the :meth:`run` method
   is invoked by a :class:`TestRunner` rather than by the end-user test harness.


Loading and running tests
~~~~~~~~~~~~~~~~~~~~~~~~~

.. class:: TestLoader()

   The :class:`TestLoader` class is used to create test suites from classes and
   modules.  Normally, there is no need to create an instance of this class; the
   :mod:`unittest` module provides an instance that can be shared as
   :data:`unittest.defaultTestLoader`.  Using a subclass or instance, however,
   allows customization of some configurable properties.

   :class:`TestLoader` objects have the following attributes:


   .. attribute:: errors

      A list of the non-fatal errors encountered while loading tests. Not reset
      by the loader at any point. Fatal errors are signalled by the relevant
      a method raising an exception to the caller. Non-fatal errors are also
      indicated by a synthetic test that will raise the original error when
      run.

      .. versionadded:: 3.5


   :class:`TestLoader` objects have the following methods:


   .. method:: loadTestsFromTestCase(testCaseClass)

      Return a suite of all test cases contained in the :class:`TestCase`\ -derived
      :class:`testCaseClass`.

      A test case instance is created for each method named by
      :meth:`getTestCaseNames`. By default these are the method names
      beginning with ``test``. If :meth:`getTestCaseNames` returns no
      methods, but the :meth:`runTest` method is implemented, a single test
      case is created for that method instead.


   .. method:: loadTestsFromModule(module, pattern=None)

      Return a suite of all test cases contained in the given module. This
      method searches *module* for classes derived from :class:`TestCase` and
      creates an instance of the class for each test method defined for the
      class.

      .. note::

         While using a hierarchy of :class:`TestCase`\ -derived classes can be
         convenient in sharing fixtures and helper functions, defining test
         methods on base classes that are not intended to be instantiated
         directly does not play well with this method.  Doing so, however, can
         be useful when the fixtures are different and defined in subclasses.

      If a module provides a ``load_tests`` function it will be called to
      load the tests. This allows modules to customize test loading.
      This is the `load_tests protocol`_.  The *pattern* argument is passed as
      the third argument to ``load_tests``.

      .. versionchanged:: 3.2
         Support for ``load_tests`` added.

      .. versionchanged:: 3.5
         The undocumented and unofficial *use_load_tests* default argument is
         deprecated and ignored, although it is still accepted for backward
         compatibility.  The method also now accepts a keyword-only argument
         *pattern* which is passed to ``load_tests`` as the third argument.


   .. method:: loadTestsFromName(name, module=None)

      Return a suite of all test cases given a string specifier.

      The specifier *name* is a "dotted name" that may resolve either to a
      module, a test case class, a test method within a test case class, a
      :class:`TestSuite` instance, or a callable object which returns a
      :class:`TestCase` or :class:`TestSuite` instance.  These checks are
      applied in the order listed here; that is, a method on a possible test
      case class will be picked up as "a test method within a test case class",
      rather than "a callable object".

      For example, if you have a module :mod:`SampleTests` containing a
      :class:`TestCase`\ -derived class :class:`SampleTestCase` with three test
      methods (:meth:`test_one`, :meth:`test_two`, and :meth:`test_three`), the
      specifier ``'SampleTests.SampleTestCase'`` would cause this method to
      return a suite which will run all three test methods. Using the specifier
      ``'SampleTests.SampleTestCase.test_two'`` would cause it to return a test
      suite which will run only the :meth:`test_two` test method. The specifier
      can refer to modules and packages which have not been imported; they will
      be imported as a side-effect.

      The method optionally resolves *name* relative to the given *module*.

      .. versionchanged:: 3.5
         If an :exc:`ImportError` or :exc:`AttributeError` occurs while traversing
         *name* then a synthetic test that raises that error when run will be
         returned. These errors are included in the errors accumulated by
         self.errors.


   .. method:: loadTestsFromNames(names, module=None)

      Similar to :meth:`loadTestsFromName`, but takes a sequence of names rather
      than a single name.  The return value is a test suite which supports all
      the tests defined for each name.


   .. method:: getTestCaseNames(testCaseClass)

      Return a sorted sequence of method names found within *testCaseClass*;
      this should be a subclass of :class:`TestCase`.


   .. method:: discover(start_dir, pattern='test*.py', top_level_dir=None)

      Find all the test modules by recursing into subdirectories from the
      specified start directory, and return a TestSuite object containing them.
      Only test files that match *pattern* will be loaded. (Using shell style
      pattern matching.) Only module names that are importable (i.e. are valid
      Python identifiers) will be loaded.

      All test modules must be importable from the top level of the project. If
      the start directory is not the top level directory then the top level
      directory must be specified separately.

      If importing a module fails, for example due to a syntax error, then
      this will be recorded as a single error and discovery will continue.  If
      the import failure is due to :exc:`SkipTest` being raised, it will be
      recorded as a skip instead of an error.

      If a package (a directory containing a file named :file:`__init__.py`) is
      found, the package will be checked for a ``load_tests`` function. If this
      exists then it will be called
      ``package.load_tests(loader, tests, pattern)``. Test discovery takes care
      to ensure that a package is only checked for tests once during an
      invocation, even if the load_tests function itself calls
      ``loader.discover``.

      If ``load_tests`` exists then discovery does *not* recurse into the
      package, ``load_tests`` is responsible for loading all tests in the
      package.

      The pattern is deliberately not stored as a loader attribute so that
      packages can continue discovery themselves. *top_level_dir* is stored so
      ``load_tests`` does not need to pass this argument in to
      ``loader.discover()``.

      *start_dir* can be a dotted module name as well as a directory.

      .. versionadded:: 3.2

      .. versionchanged:: 3.4
         Modules that raise :exc:`SkipTest` on import are recorded as skips,
           not errors.
         Discovery works for :term:`namespace packages <namespace package>`.
         Paths are sorted before being imported so that execution order is
           the same even if the underlying file system's ordering is not
           dependent on file name.

      .. versionchanged:: 3.5
         Found packages are now checked for ``load_tests`` regardless of
         whether their path matches *pattern*, because it is impossible for
         a package name to match the default pattern.


   The following attributes of a :class:`TestLoader` can be configured either by
   subclassing or assignment on an instance:


   .. attribute:: testMethodPrefix

      String giving the prefix of method names which will be interpreted as test
      methods.  The default value is ``'test'``.

      This affects :meth:`getTestCaseNames` and all the :meth:`loadTestsFrom\*`
      methods.


   .. attribute:: sortTestMethodsUsing

      Function to be used to compare method names when sorting them in
      :meth:`getTestCaseNames` and all the :meth:`loadTestsFrom\*` methods.


   .. attribute:: suiteClass

      Callable object that constructs a test suite from a list of tests. No
      methods on the resulting object are needed.  The default value is the
      :class:`TestSuite` class.

      This affects all the :meth:`loadTestsFrom\*` methods.

   .. attribute:: testNamePatterns

      List of Unix shell-style wildcard test name patterns that test methods
      have to match to be included in test suites (see ``-v`` option).

      If this attribute is not ``None`` (the default), all test methods to be
      included in test suites must match one of the patterns in this list.
      Note that matches are always performed using :meth:`fnmatch.fnmatchcase`,
      so unlike patterns passed to the ``-v`` option, simple substring patterns
      will have to be converted using ``*`` wildcards.

      This affects all the :meth:`loadTestsFrom\*` methods.

      .. versionadded:: 3.7


.. class:: TestResult

   This class is used to compile information about which tests have succeeded
   and which have failed.

   A :class:`TestResult` object stores the results of a set of tests.  The
   :class:`TestCase` and :class:`TestSuite` classes ensure that results are
   properly recorded; test authors do not need to worry about recording the
   outcome of tests.

   Testing frameworks built on top of :mod:`unittest` may want access to the
   :class:`TestResult` object generated by running a set of tests for reporting
   purposes; a :class:`TestResult` instance is returned by the
   :meth:`TestRunner.run` method for this purpose.

   :class:`TestResult` instances have the following attributes that will be of
   interest when inspecting the results of running a set of tests:


   .. attribute:: errors

      A list containing 2-tuples of :class:`TestCase` instances and strings
      holding formatted tracebacks. Each tuple represents a test which raised an
      unexpected exception.

   .. attribute:: failures

      A list containing 2-tuples of :class:`TestCase` instances and strings
      holding formatted tracebacks. Each tuple represents a test where a failure
      was explicitly signalled using the :meth:`TestCase.assert\*` methods.

   .. attribute:: skipped

      A list containing 2-tuples of :class:`TestCase` instances and strings
      holding the reason for skipping the test.

      .. versionadded:: 3.1

   .. attribute:: expectedFailures

      A list containing 2-tuples of :class:`TestCase` instances and strings
      holding formatted tracebacks.  Each tuple represents an expected failure
      of the test case.

   .. attribute:: unexpectedSuccesses

      A list containing :class:`TestCase` instances that were marked as expected
      failures, but succeeded.

   .. attribute:: shouldStop

      Set to ``True`` when the execution of tests should stop by :meth:`stop`.

   .. attribute:: testsRun

      The total number of tests run so far.

   .. attribute:: buffer

      If set to true, ``sys.stdout`` and ``sys.stderr`` will be buffered in between
      :meth:`startTest` and :meth:`stopTest` being called. Collected output will
      only be echoed onto the real ``sys.stdout`` and ``sys.stderr`` if the test
      fails or errors. Any output is also attached to the failure / error message.

      .. versionadded:: 3.2

   .. attribute:: failfast

      If set to true :meth:`stop` will be called on the first failure or error,
      halting the test run.

      .. versionadded:: 3.2

   .. attribute:: tb_locals

      If set to true then local variables will be shown in tracebacks.

      .. versionadded:: 3.5

   .. method:: wasSuccessful()

      Return ``True`` if all tests run so far have passed, otherwise returns
      ``False``.

      .. versionchanged:: 3.4
         Returns ``False`` if there were any :attr:`unexpectedSuccesses`
         from tests marked with the :func:`expectedFailure` decorator.

   .. method:: stop()

      This method can be called to signal that the set of tests being run should
      be aborted by setting the :attr:`shouldStop` attribute to ``True``.
      :class:`TestRunner` objects should respect this flag and return without
      running any additional tests.

      For example, this feature is used by the :class:`TextTestRunner` class to
      stop the test framework when the user signals an interrupt from the
      keyboard.  Interactive tools which provide :class:`TestRunner`
      implementations can use this in a similar manner.

   The following methods of the :class:`TestResult` class are used to maintain
   the internal data structures, and may be extended in subclasses to support
   additional reporting requirements.  This is particularly useful in building
   tools which support interactive reporting while tests are being run.


   .. method:: startTest(test)

      Called when the test case *test* is about to be run.

   .. method:: stopTest(test)

      Called after the test case *test* has been executed, regardless of the
      outcome.

   .. method:: startTestRun()

      Called once before any tests are executed.

      .. versionadded:: 3.1


   .. method:: stopTestRun()

      Called once after all tests are executed.

      .. versionadded:: 3.1


   .. method:: addError(test, err)

      Called when the test case *test* raises an unexpected exception. *err* is a
      tuple of the form returned by :func:`sys.exc_info`: ``(type, value,
      traceback)``.

      The default implementation appends a tuple ``(test, formatted_err)`` to
      the instance's :attr:`errors` attribute, where *formatted_err* is a
      formatted traceback derived from *err*.


   .. method:: addFailure(test, err)

      Called when the test case *test* signals a failure. *err* is a tuple of
      the form returned by :func:`sys.exc_info`: ``(type, value, traceback)``.

      The default implementation appends a tuple ``(test, formatted_err)`` to
      the instance's :attr:`failures` attribute, where *formatted_err* is a
      formatted traceback derived from *err*.


   .. method:: addSuccess(test)

      Called when the test case *test* succeeds.

      The default implementation does nothing.


   .. method:: addSkip(test, reason)

      Called when the test case *test* is skipped.  *reason* is the reason the
      test gave for skipping.

      The default implementation appends a tuple ``(test, reason)`` to the
      instance's :attr:`skipped` attribute.


   .. method:: addExpectedFailure(test, err)

      Called when the test case *test* fails, but was marked with the
      :func:`expectedFailure` decorator.

      The default implementation appends a tuple ``(test, formatted_err)`` to
      the instance's :attr:`expectedFailures` attribute, where *formatted_err*
      is a formatted traceback derived from *err*.


   .. method:: addUnexpectedSuccess(test)

      Called when the test case *test* was marked with the
      :func:`expectedFailure` decorator, but succeeded.

      The default implementation appends the test to the instance's
      :attr:`unexpectedSuccesses` attribute.


   .. method:: addSubTest(test, subtest, outcome)

      Called when a subtest finishes.  *test* is the test case
      corresponding to the test method.  *subtest* is a custom
      :class:`TestCase` instance describing the subtest.

      If *outcome* is :const:`None`, the subtest succeeded.  Otherwise,
      it failed with an exception where *outcome* is a tuple of the form
      returned by :func:`sys.exc_info`: ``(type, value, traceback)``.

      The default implementation does nothing when the outcome is a
      success, and records subtest failures as normal failures.

      .. versionadded:: 3.4


.. class:: TextTestResult(stream, descriptions, verbosity)

   A concrete implementation of :class:`TestResult` used by the
   :class:`TextTestRunner`.

   .. versionadded:: 3.2
      This class was previously named ``_TextTestResult``. The old name still
      exists as an alias but is deprecated.


.. data:: defaultTestLoader

   Instance of the :class:`TestLoader` class intended to be shared.  If no
   customization of the :class:`TestLoader` is needed, this instance can be used
   instead of repeatedly creating new instances.


.. class:: TextTestRunner(stream=None, descriptions=True, verbosity=1, failfast=False, \
                          buffer=False, resultclass=None, warnings=None, *, tb_locals=False)

   A basic test runner implementation that outputs results to a stream. If *stream*
   is ``None``, the default, :data:`sys.stderr` is used as the output stream. This class
   has a few configurable parameters, but is essentially very simple.  Graphical
   applications which run test suites should provide alternate implementations. Such
   implementations should accept ``**kwargs`` as the interface to construct runners
   changes when features are added to unittest.

   By default this runner shows :exc:`DeprecationWarning`,
   :exc:`PendingDeprecationWarning`, :exc:`ResourceWarning` and
   :exc:`ImportWarning` even if they are :ref:`ignored by default
   <warning-ignored>`. Deprecation warnings caused by :ref:`deprecated unittest
   methods <deprecated-aliases>` are also special-cased and, when the warning
   filters are ``'default'`` or ``'always'``, they will appear only once
   per-module, in order to avoid too many warning messages.  This behavior can
   be overridden using Python's :option:`!-Wd` or :option:`!-Wa` options
   (see :ref:`Warning control <using-on-warnings>`) and leaving
   *warnings* to ``None``.

   .. versionchanged:: 3.2
      Added the ``warnings`` argument.

   .. versionchanged:: 3.2
      The default stream is set to :data:`sys.stderr` at instantiation time rather
      than import time.

   .. versionchanged:: 3.5
      Added the tb_locals parameter.

   .. method:: _makeResult()

      This method returns the instance of ``TestResult`` used by :meth:`run`.
      It is not intended to be called directly, but can be overridden in
      subclasses to provide a custom ``TestResult``.

      ``_makeResult()`` instantiates the class or callable passed in the
      ``TextTestRunner`` constructor as the ``resultclass`` argument. It
      defaults to :class:`TextTestResult` if no ``resultclass`` is provided.
      The result class is instantiated with the following arguments::

        stream, descriptions, verbosity

   .. method:: run(test)

      This method is the main public interface to the ``TextTestRunner``. This
      method takes a :class:`TestSuite` or :class:`TestCase` instance. A
      :class:`TestResult` is created by calling
      :func:`_makeResult` and the test(s) are run and the
      results printed to stdout.


.. function:: main(module='__main__', defaultTest=None, argv=None, testRunner=None, \
                   testLoader=unittest.defaultTestLoader, exit=True, verbosity=1, \
                   failfast=None, catchbreak=None, buffer=None, warnings=None)

   A command-line program that loads a set of tests from *module* and runs them;
   this is primarily for making test modules conveniently executable.
   The simplest use for this function is to include the following line at the
   end of a test script::

      if __name__ == '__main__':
          unittest.main()

   You can run tests with more detailed information by passing in the verbosity
   argument::

      if __name__ == '__main__':
          unittest.main(verbosity=2)

   The *defaultTest* argument is either the name of a single test or an
   iterable of test names to run if no test names are specified via *argv*.  If
   not specified or ``None`` and no test names are provided via *argv*, all
   tests found in *module* are run.

   The *argv* argument can be a list of options passed to the program, with the
   first element being the program name.  If not specified or ``None``,
   the values of :data:`sys.argv` are used.

   The *testRunner* argument can either be a test runner class or an already
   created instance of it. By default ``main`` calls :func:`sys.exit` with
   an exit code indicating success or failure of the tests run.

   The *testLoader* argument has to be a :class:`TestLoader` instance,
   and defaults to :data:`defaultTestLoader`.

   ``main`` supports being used from the interactive interpreter by passing in the
   argument ``exit=False``. This displays the result on standard output without
   calling :func:`sys.exit`::

      >>> from unittest import main
      >>> main(module='test_module', exit=False)

   The *failfast*, *catchbreak* and *buffer* parameters have the same
   effect as the same-name `command-line options`_.

   The *warnings* argument specifies the :ref:`warning filter <warning-filter>`
   that should be used while running the tests.  If it's not specified, it will
   remain ``None`` if a :option:`!-W` option is passed to :program:`python`
   (see :ref:`Warning control <using-on-warnings>`),
   otherwise it will be set to ``'default'``.

   Calling ``main`` actually returns an instance of the ``TestProgram`` class.
   This stores the result of the tests run as the ``result`` attribute.

   .. versionchanged:: 3.1
      The *exit* parameter was added.

   .. versionchanged:: 3.2
      The *verbosity*, *failfast*, *catchbreak*, *buffer*
      and *warnings* parameters were added.

   .. versionchanged:: 3.4
      The *defaultTest* parameter was changed to also accept an iterable of
      test names.


load_tests Protocol
###################

.. versionadded:: 3.2

Modules or packages can customize how tests are loaded from them during normal
test runs or test discovery by implementing a function called ``load_tests``.

If a test module defines ``load_tests`` it will be called by
:meth:`TestLoader.loadTestsFromModule` with the following arguments::

    load_tests(loader, standard_tests, pattern)

where *pattern* is passed straight through from ``loadTestsFromModule``.  It
defaults to ``None``.

It should return a :class:`TestSuite`.

*loader* is the instance of :class:`TestLoader` doing the loading.
*standard_tests* are the tests that would be loaded by default from the
module. It is common for test modules to only want to add or remove tests
from the standard set of tests.
The third argument is used when loading packages as part of test discovery.

A typical ``load_tests`` function that loads tests from a specific set of
:class:`TestCase` classes may look like::

    test_cases = (TestCase1, TestCase2, TestCase3)

    def load_tests(loader, tests, pattern):
        suite = TestSuite()
        for test_class in test_cases:
            tests = loader.loadTestsFromTestCase(test_class)
            suite.addTests(tests)
        return suite

If discovery is started in a directory containing a package, either from the
command line or by calling :meth:`TestLoader.discover`, then the package
:file:`__init__.py` will be checked for ``load_tests``.  If that function does
not exist, discovery will recurse into the package as though it were just
another directory.  Otherwise, discovery of the package's tests will be left up
to ``load_tests`` which is called with the following arguments::

    load_tests(loader, standard_tests, pattern)

This should return a :class:`TestSuite` representing all the tests
from the package. (``standard_tests`` will only contain tests
collected from :file:`__init__.py`.)

Because the pattern is passed into ``load_tests`` the package is free to
continue (and potentially modify) test discovery. A 'do nothing'
``load_tests`` function for a test package would look like::

    def load_tests(loader, standard_tests, pattern):
        # top level directory cached on loader instance
        this_dir = os.path.dirname(__file__)
        package_tests = loader.discover(start_dir=this_dir, pattern=pattern)
        standard_tests.addTests(package_tests)
        return standard_tests

.. versionchanged:: 3.5
   Discovery no longer checks package names for matching *pattern* due to the
   impossibility of package names matching the default pattern.



Class and Module Fixtures
-------------------------

Class and module level fixtures are implemented in :class:`TestSuite`. When
the test suite encounters a test from a new class then :meth:`tearDownClass`
from the previous class (if there is one) is called, followed by
:meth:`setUpClass` from the new class.

Similarly if a test is from a different module from the previous test then
``tearDownModule`` from the previous module is run, followed by
``setUpModule`` from the new module.

After all the tests have run the final ``tearDownClass`` and
``tearDownModule`` are run.

Note that shared fixtures do not play well with [potential] features like test
parallelization and they break test isolation. They should be used with care.

The default ordering of tests created by the unittest test loaders is to group
all tests from the same modules and classes together. This will lead to
``setUpClass`` / ``setUpModule`` (etc) being called exactly once per class and
module. If you randomize the order, so that tests from different modules and
classes are adjacent to each other, then these shared fixture functions may be
called multiple times in a single test run.

Shared fixtures are not intended to work with suites with non-standard
ordering. A ``BaseTestSuite`` still exists for frameworks that don't want to
support shared fixtures.

If there are any exceptions raised during one of the shared fixture functions
the test is reported as an error. Because there is no corresponding test
instance an ``_ErrorHolder`` object (that has the same interface as a
:class:`TestCase`) is created to represent the error. If you are just using
the standard unittest test runner then this detail doesn't matter, but if you
are a framework author it may be relevant.


setUpClass and tearDownClass
~~~~~~~~~~~~~~~~~~~~~~~~~~~~

These must be implemented as class methods::

    import unittest

    class Test(unittest.TestCase):
        @classmethod
        def setUpClass(cls):
            cls._connection = createExpensiveConnectionObject()

        @classmethod
        def tearDownClass(cls):
            cls._connection.destroy()

If you want the ``setUpClass`` and ``tearDownClass`` on base classes called
then you must call up to them yourself. The implementations in
:class:`TestCase` are empty.

If an exception is raised during a ``setUpClass`` then the tests in the class
are not run and the ``tearDownClass`` is not run. Skipped classes will not
have ``setUpClass`` or ``tearDownClass`` run. If the exception is a
:exc:`SkipTest` exception then the class will be reported as having been skipped
instead of as an error.


setUpModule and tearDownModule
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

These should be implemented as functions::

    def setUpModule():
        createConnection()

    def tearDownModule():
        closeConnection()

If an exception is raised in a ``setUpModule`` then none of the tests in the
module will be run and the ``tearDownModule`` will not be run. If the exception is a
:exc:`SkipTest` exception then the module will be reported as having been skipped
instead of as an error.

To add cleanup code that must be run even in the case of an exception, use
``addModuleCleanup``:


.. function:: addModuleCleanup(function, /, *args, **kwargs)

   Add a function to be called after :func:`tearDownModule` to cleanup
   resources used during the test class. Functions will be called in reverse
   order to the order they are added (:abbr:`LIFO (last-in, first-out)`).
   They are called with any arguments and keyword arguments passed into
   :meth:`addModuleCleanup` when they are added.

   If :meth:`setUpModule` fails, meaning that :func:`tearDownModule` is not
   called, then any cleanup functions added will still be called.

   .. versionadded:: 3.8


.. function:: doModuleCleanups()

   This function is called unconditionally after :func:`tearDownModule`, or
   after :func:`setUpModule` if :func:`setUpModule` raises an exception.

   It is responsible for calling all the cleanup functions added by
   :func:`addCleanupModule`. If you need cleanup functions to be called
   *prior* to :func:`tearDownModule` then you can call
   :func:`doModuleCleanups` yourself.

   :func:`doModuleCleanups` pops methods off the stack of cleanup
   functions one at a time, so it can be called at any time.

   .. versionadded:: 3.8

Signal Handling
---------------

.. versionadded:: 3.2

The :option:`-c/--catch <unittest -c>` command-line option to unittest,
along with the ``catchbreak`` parameter to :func:`unittest.main()`, provide
more friendly handling of control-C during a test run. With catch break
behavior enabled control-C will allow the currently running test to complete,
and the test run will then end and report all the results so far. A second
control-c will raise a :exc:`KeyboardInterrupt` in the usual way.

The control-c handling signal handler attempts to remain compatible with code or
tests that install their own :const:`signal.SIGINT` handler. If the ``unittest``
handler is called but *isn't* the installed :const:`signal.SIGINT` handler,
i.e. it has been replaced by the system under test and delegated to, then it
calls the default handler. This will normally be the expected behavior by code
that replaces an installed handler and delegates to it. For individual tests
that need ``unittest`` control-c handling disabled the :func:`removeHandler`
decorator can be used.

There are a few utility functions for framework authors to enable control-c
handling functionality within test frameworks.

.. function:: installHandler()

   Install the control-c handler. When a :const:`signal.SIGINT` is received
   (usually in response to the user pressing control-c) all registered results
   have :meth:`~TestResult.stop` called.


.. function:: registerResult(result)

   Register a :class:`TestResult` object for control-c handling. Registering a
   result stores a weak reference to it, so it doesn't prevent the result from
   being garbage collected.

   Registering a :class:`TestResult` object has no side-effects if control-c
   handling is not enabled, so test frameworks can unconditionally register
   all results they create independently of whether or not handling is enabled.


.. function:: removeResult(result)

   Remove a registered result. Once a result has been removed then
   :meth:`~TestResult.stop` will no longer be called on that result object in
   response to a control-c.


.. function:: removeHandler(function=None)

   When called without arguments this function removes the control-c handler
   if it has been installed. This function can also be used as a test decorator
   to temporarily remove the handler while the test is being executed::

      @unittest.removeHandler
      def test_signal_handling(self):
          ...