300 lines
9.5 KiB
ReStructuredText
300 lines
9.5 KiB
ReStructuredText
.. highlightlang:: python
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.. _`goodpractices`:
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Good Integration Practices
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=================================================
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.. _`test discovery`:
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.. _`Python test discovery`:
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Conventions for Python test discovery
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-------------------------------------------------
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``pytest`` implements the following standard test discovery:
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* If no arguments are specified then collection starts from :confval:`testpaths`
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(if configured) or the current directory. Alternatively, command line arguments
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can be used in any combination of directories, file names or node ids.
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* Recurse into directories, unless they match :confval:`norecursedirs`.
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* In those directories, search for ``test_*.py`` or ``*_test.py`` files, imported by their `test package name`_.
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* From those files, collect test items:
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* ``test_`` prefixed test functions or methods outside of class
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* ``test_`` prefixed test functions or methods inside ``Test`` prefixed test classes (without an ``__init__`` method)
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For examples of how to customize your test discovery :doc:`example/pythoncollection`.
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Within Python modules, ``pytest`` also discovers tests using the standard
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:ref:`unittest.TestCase <unittest.TestCase>` subclassing technique.
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Choosing a test layout / import rules
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-------------------------------------
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``pytest`` supports two common test layouts:
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Tests outside application code
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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Putting tests into an extra directory outside your actual application code
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might be useful if you have many functional tests or for other reasons want
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to keep tests separate from actual application code (often a good idea)::
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setup.py
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mypkg/
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__init__.py
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app.py
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view.py
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tests/
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test_app.py
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test_view.py
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...
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This way your tests can run easily against an installed version
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of ``mypkg``.
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Note that using this scheme your test files must have **unique names**, because
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``pytest`` will import them as *top-level* modules since there are no packages
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to derive a full package name from. In other words, the test files in the example above will
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be imported as ``test_app`` and ``test_view`` top-level modules by adding ``tests/`` to
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``sys.path``.
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If you need to have test modules with the same name, you might add ``__init__.py`` files to your
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``tests`` folder and subfolders, changing them to packages::
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setup.py
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mypkg/
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...
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tests/
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__init__.py
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foo/
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__init__.py
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test_view.py
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bar/
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__init__.py
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test_view.py
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Now pytest will load the modules as ``tests.foo.test_view`` and ``tests.bar.test_view``, allowing
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you to have modules with the same name. But now this introduces a subtle problem: in order to load
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the test modules from the ``tests`` directory, pytest prepends the root of the repository to
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``sys.path``, which adds the side-effect that now ``mypkg`` is also importable.
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This is problematic if you are using a tool like `tox`_ to test your package in a virtual environment,
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because you want to test the *installed* version of your package, not the local code from the repository.
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In this situation, it is **strongly** suggested to use a ``src`` layout where application root package resides in a
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sub-directory of your root::
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setup.py
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src/
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mypkg/
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__init__.py
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app.py
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view.py
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tests/
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__init__.py
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foo/
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__init__.py
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test_view.py
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bar/
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__init__.py
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test_view.py
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This layout prevents a lot of common pitfalls and has many benefits, which are better explained in this excellent
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`blog post by Ionel Cristian Mărieș <https://blog.ionelmc.ro/2014/05/25/python-packaging/#the-structure>`_.
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Tests as part of application code
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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Inlining test directories into your application package
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is useful if you have direct relation between tests and application modules and
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want to distribute them along with your application::
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setup.py
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mypkg/
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__init__.py
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app.py
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view.py
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test/
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__init__.py
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test_app.py
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test_view.py
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...
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In this scheme, it is easy to run your tests using the ``--pyargs`` option::
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pytest --pyargs mypkg
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``pytest`` will discover where ``mypkg`` is installed and collect tests from there.
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Note that this layout also works in conjunction with the ``src`` layout mentioned in the previous section.
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.. note::
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You can use Python3 namespace packages (PEP420) for your application
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but pytest will still perform `test package name`_ discovery based on the
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presence of ``__init__.py`` files. If you use one of the
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two recommended file system layouts above but leave away the ``__init__.py``
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files from your directories it should just work on Python3.3 and above. From
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"inlined tests", however, you will need to use absolute imports for
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getting at your application code.
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.. _`test package name`:
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.. note::
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If ``pytest`` finds an "a/b/test_module.py" test file while
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recursing into the filesystem it determines the import name
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as follows:
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* determine ``basedir``: this is the first "upward" (towards the root)
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directory not containing an ``__init__.py``. If e.g. both ``a``
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and ``b`` contain an ``__init__.py`` file then the parent directory
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of ``a`` will become the ``basedir``.
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* perform ``sys.path.insert(0, basedir)`` to make the test module
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importable under the fully qualified import name.
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* ``import a.b.test_module`` where the path is determined
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by converting path separators ``/`` into "." characters. This means
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you must follow the convention of having directory and file
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names map directly to the import names.
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The reason for this somewhat evolved importing technique is
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that in larger projects multiple test modules might import
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from each other and thus deriving a canonical import name helps
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to avoid surprises such as a test module getting imported twice.
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.. _`virtualenv`: https://pypi.org/project/virtualenv/
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.. _`buildout`: http://www.buildout.org/
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.. _pip: https://pypi.org/project/pip/
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.. _`use tox`:
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tox
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------
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For development, we recommend to use virtualenv_ environments and pip_
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for installing your application and any dependencies
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as well as the ``pytest`` package itself. This ensures your code and
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dependencies are isolated from the system Python installation.
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You can then install your package in "editable" mode::
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pip install -e .
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which lets you change your source code (both tests and application) and rerun tests at will.
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This is similar to running `python setup.py develop` or `conda develop` in that it installs
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your package using a symlink to your development code.
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Once you are done with your work and want to make sure that your actual
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package passes all tests you may want to look into `tox`_, the
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virtualenv test automation tool and its `pytest support
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<https://tox.readthedocs.io/en/latest/example/pytest.html>`_.
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tox helps you to setup virtualenv environments with pre-defined
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dependencies and then executing a pre-configured test command with
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options. It will run tests against the installed package and not
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against your source code checkout, helping to detect packaging
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glitches.
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Integrating with setuptools / ``python setup.py test`` / ``pytest-runner``
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--------------------------------------------------------------------------
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You can integrate test runs into your setuptools based project
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with the `pytest-runner <https://pypi.org/project/pytest-runner/>`_ plugin.
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Add this to ``setup.py`` file:
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.. code-block:: python
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from setuptools import setup
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setup(
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#...,
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setup_requires=['pytest-runner', ...],
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tests_require=['pytest', ...],
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#...,
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)
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And create an alias into ``setup.cfg`` file:
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.. code-block:: ini
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[aliases]
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test=pytest
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If you now type::
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python setup.py test
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this will execute your tests using ``pytest-runner``. As this is a
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standalone version of ``pytest`` no prior installation whatsoever is
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required for calling the test command. You can also pass additional
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arguments to pytest such as your test directory or other
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options using ``--addopts``.
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You can also specify other pytest-ini options in your ``setup.cfg`` file
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by putting them into a ``[tool:pytest]`` section:
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.. code-block:: ini
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[tool:pytest]
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addopts = --verbose
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python_files = testing/*/*.py
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Manual Integration
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^^^^^^^^^^^^^^^^^^
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If for some reason you don't want/can't use ``pytest-runner``, you can write
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your own setuptools Test command for invoking pytest.
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.. code-block:: python
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import sys
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from setuptools.command.test import test as TestCommand
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class PyTest(TestCommand):
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user_options = [('pytest-args=', 'a', "Arguments to pass to pytest")]
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def initialize_options(self):
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TestCommand.initialize_options(self)
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self.pytest_args = ''
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def run_tests(self):
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import shlex
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#import here, cause outside the eggs aren't loaded
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import pytest
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errno = pytest.main(shlex.split(self.pytest_args))
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sys.exit(errno)
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setup(
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#...,
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tests_require=['pytest'],
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cmdclass = {'test': PyTest},
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)
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Now if you run::
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python setup.py test
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this will download ``pytest`` if needed and then run your tests
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as you would expect it to. You can pass a single string of arguments
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using the ``--pytest-args`` or ``-a`` command-line option. For example::
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python setup.py test -a "--durations=5"
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is equivalent to running ``pytest --durations=5``.
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.. include:: links.inc
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