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Add improved more configurable versions of pytest fixtures (#6341)
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The `pytest` fixtures are intended to help plugin packages to easily
write unit tests. Arguably the most important fixture is the
`aiida_profile` fixture which automatically provides a ready-to-go
profile. The downside is that it uses the `core.psql_dos` storage
backend, which was historically the only available storage.

Now there are other storage plugins available. Not only would it be
useful to allow a user to easily configure which storage plugin to use
for the test profile, it would make sense to change the default from
`core.psql_dos` to a storage plugin that doesn't require a PostgreSQL
database. Sure, the plugin currently uses `pgtest` to create a test
cluster on the fly so the test database is created on the fly and
doesn't affect production databases, however, it still does require the
PostgreSQL libraries to be installed, or the `pg_ctl` binary won't be
found and the fixture fails.

The `aiida_profile` fixture now instead uses the `core.sqlite_dos` by
default and configures to use no broker, which also means that RabbitMQ
is no longer needed. This makes it possible to run the tests by default
without any services running, making it much easier to get started
running tests on any environment that just has `aiida-core` installed.
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sphuber authored Apr 16, 2024
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49 changes: 19 additions & 30 deletions docs/source/howto/plugins_develop.rst
Original file line number Diff line number Diff line change
Expand Up @@ -158,45 +158,34 @@ AiiDA's fixtures

Many tests require a full AiiDA environment to be set up before the test starts, e.g. some AiiDA data nodes.
The pytest library has the concept of `fixtures`_ for encapsulating code you would like to run before a test starts.
AiiDA ships with a number of fixtures in :py:mod:`aiida.manage.tests.pytest_fixtures` that take care of setting up the test environment for you (for more details, see :ref:`topics:plugins:testfixtures`).
AiiDA ships with a number of fixtures in :py:mod:`aiida.tools.pytest_fixtures` that take care of setting up the test environment for you (for more details, see :ref:`topics:plugins:testfixtures`).

In order to make these fixtures available to your tests, create a ``conftest.py`` (see also `pytest docs <conftest_>`_) at the root level of your plugin package as follows::

import pytest
pytest_plugins = ['aiida.manage.tests.pytest_fixtures'] # make AiiDA's fixtures available
# tip: look inside aiida.manage.tests.pytest_fixtures to see which fixtures are provided
import pytest
pytest_plugins = 'aiida.tools.pytest_fixtures' # make AiiDA's fixtures available
# tip: look inside aiida.tools.pytest_fixtures to see which fixtures are provided

@pytest.fixture(scope='function') # a fixture that will run once per test function that requests it
def integer_input():
"""Integer input for test run."""
from aiida.orm import Int
input_value = Int(5)
return input_value
By importing AiiDA's fixtures, the ``aiida_profile`` fixture gets used automatically, which takes care that a test profile is created and loaded.
The profile (and configuration directory in which it is hosted) is only temporary and is automatically removed after the test session finished.
This ensures that any production profiles on the system are not affected by the tests.

@pytest.fixture(scope='function', autouse=True) # a fixture that automatically runs once per test function
def clear_database_auto(clear_database): # request AiiDA's "clear_database" fixture
"""Automatically clear database in between tests."""
pass
Other fixtures have to be explicitly used in a test to be of use.
They usually allow creating some resources that are required by the test, such as a ``Code`` node:

You can now start writing tests e.g. in a ``tests/test_calculations.py`` file::
def test_calculation(aiida_code_installed):
"""Test running a calculation using a ``CalcJob`` plugin."""
from aiida.engine import run

# No need to import fixtures here - they are added by pytest "automagically"
code = aiida_code_installed(default_calc_job_plugin='core.arithmetic.add', filepath_executable='/bin/bash')
builder = code.get_builder()
builder.x = orm.Int(1)
builder.y = orm.Int(2)

def test_qe_calculation(aiida_local_code_factory, integer_input): # requesting "aiida_local_code_factory" and "integer_input" fixtures
"""Test running a calculation using a CalcJob plugin."""
from aiida.engine import run
from aiida.plugins import CalculationFactory
results, node = run.get_node(builder)

# search for 'pw.x' executable in PATH, set up an AiiDA code for it and return it
code = aiida_local_code_factory(entry_point='quantumespresso.pw', executable='pw.x')
# ...
inputs = { 'code': code, 'int_input': integer_input, ... } # use "integer_input" fixture

# run a calculation using this code ...
result = run(CalculationFactory('quantumespresso.pw'), **inputs)

# check outputs of calculation
assert result['...'] == ...
assert node.is_finished_ok
assert results['sum'] == 3

In order to run your tests, simply type ``pytest`` at the root level or your package.
pytest automatically discovers and executes files, classes and function names starting with the word ``test``.
Expand Down
3 changes: 3 additions & 0 deletions docs/source/nitpick-exceptions
Original file line number Diff line number Diff line change
Expand Up @@ -190,6 +190,9 @@ py:class _asyncio.Future

py:class tqdm.std.tqdm

py:class pytest.TempPathFactory
py:class PGTest

py:class IPython.core.magic.Magics

py:class HTMLParser.HTMLParser
Expand Down
126 changes: 79 additions & 47 deletions docs/source/topics/plugins.rst
Original file line number Diff line number Diff line change
Expand Up @@ -344,30 +344,37 @@ To make use of these fixtures, create a ``conftest.py`` file in your ``tests`` f

.. code-block:: python
pytest_plugins = ['aiida.manage.tests.pytest_fixtures']
pytest_plugins = 'aiida.tools.pytest_fixtures
Just by adding this line, the fixtures that are provided by the :mod:`~aiida.manage.tests.pytest_fixtures` module are automatically imported.
Just by adding this line, the fixtures that are provided by the :mod:`~aiida.tools.pytest_fixtures` module are automatically imported.
The module provides the following fixtures:

* :ref:`aiida_manager <topics:plugins:testfixtures:aiida-manager>`: Return the global instance of the :class:`~aiida.manage.manager.Manager`
* :ref:`aiida_profile <topics:plugins:testfixtures:aiida-profile>`: Provide a loaded AiiDA test profile with loaded storage backend
* :ref:`aiida_profile_clean <topics:plugins:testfixtures:aiida-profile-clean>`: Same as ``aiida_profile`` but the storage backend is cleaned
* :ref:`aiida_profile_clean_class <topics:plugins:testfixtures:aiida-profile-clean-class>`: Same as ``aiida_profile_clean`` but should be used at the class scope
* :ref:`aiida_profile_factory <topics:plugins:testfixtures:aiida-profile-factory>`: Create a temporary profile ready to be used for testing
* :ref:`aiida_instance <topics:plugins:testfixtures:aiida-instance>`: Return the :class:`~aiida.manage.configuration.config.Config` instance that is used for the test session
* :ref:`aiida_config <topics:plugins:testfixtures:aiida-config>`: Return the :class:`~aiida.manage.configuration.config.Config` instance that is used for the test session
* :ref:`config_psql_dos <topics:plugins:testfixtures:config-psql-dos>`: Return a profile configuration for the :class:`~aiida.storage.psql_dos.backend.PsqlDosBackend`
* :ref:`postgres_cluster <topics:plugins:testfixtures:postgres-cluster>`: Create a temporary and isolated PostgreSQL cluster using ``pgtest`` and cleanup after the yield
* :ref:`aiida_local_code_factory <topics:plugins:testfixtures:aiida-local-code-factory>`: Setup a :class:`~aiida.orm.nodes.data.code.installed.InstalledCode` instance on the ``localhost`` computer
* :ref:`postgres_cluster <topics:plugins:testfixtures:postgres-cluster>`: Create a temporary and isolated PostgreSQL cluster using ``pgtest`` and cleanup after the yielder
* :ref:`aiida_computer <topics:plugins:testfixtures:aiida-computer>`: Setup a :class:`~aiida.orm.computers.Computer` instance
* :ref:`aiida_computer_local <topics:plugins:testfixtures:aiida-computer-local>`: Setup the localhost as a :class:`~aiida.orm.computers.Computer` using local transport
* :ref:`aiida_computer_ssh <topics:plugins:testfixtures:aiida-computer-ssh>`: Setup the localhost as a :class:`~aiida.orm.computers.Computer` using SSH transport
* :ref:`aiida_localhost <topics:plugins:testfixtures:aiida-localhost>`: Shortcut for <topics:plugins:testfixtures:aiida-computer-local> that immediately returns a :class:`~aiida.orm.computers.Computer` instance for the ``localhost`` computer instead of a factory
* :ref:`aiida_code <topics:plugins:testfixtures:aiida-code>`: Setup a :class:`~aiida.orm.nodes.data.code.abstract.AbstractCode` instance
* :ref:`aiida_code_installed <topics:plugins:testfixtures:aiida-code-installed>`: Setup a :class:`~aiida.orm.nodes.data.code.installed.InstalledCode` instance on a given computer
* :ref:`submit_and_await <topics:plugins:testfixtures:submit-and-await>`: Submit a process or process builder to the daemon and wait for it to reach a certain process state
* :ref:`started_daemon_client <topics:plugins:testfixtures:started-daemon-client>`: Same as ``daemon_client`` but the daemon is guaranteed to be running
* :ref:`stopped_daemon_client <topics:plugins:testfixtures:stopped-daemon-client>`: Same as ``daemon_client`` but the daemon is guaranteed to *not* be running
* :ref:`daemon_client <topics:plugins:testfixtures:daemon-client>`: Return a :class:`~aiida.engine.daemon.client.DaemonClient` instance to control the daemon
* :ref:`entry_points <topics:plugins:testfixtures:entry-points>`: Return a :class:`~aiida.manage.tests.pytest_fixtures.EntryPointManager` instance to add and remove entry points

.. note::

Before v2.6, test fixtures were located in :mod:`aiida.manage.tests.pytest_fixtures`.
This module is now deprecated and will be removed in the future.
Some fixtures have analogs in :mod:`aiida.tools.pytest_fixtures` that are drop-in replacements, but in general, there are differences in the interface and functionality.


.. _topics:plugins:testfixtures:aiida-manager:

Expand Down Expand Up @@ -395,17 +402,21 @@ By default, the fixture will generate a completely temporary independent AiiDA i
This includes:

* A temporary ``.aiida`` configuration folder with configuration files
* A temporary PostgreSQL cluster
* A temporary test profile complete with storage backend (creates a database in the temporary PostgreSQL cluster)
* A temporary test profile configured with ``core.sqlite_dos`` storage backend

.. note::

The profile uses ``core.sqlite_dos`` instead of the standard ``core.psql_dos`` storage plugin as it doesn't require PostgreSQL to be installed.
Since the functionality of PostgreSQL is not needed for most common test cases, this choice makes it easier to start writing and running tests.

The temporary test instance and profile are automatically destroyed at the end of the test session.
The fixture guarantees that no changes are made to the actual instance of AiiDA with its configuration and profiles.

The creation of the temporary instance and profile takes a few seconds at the beginning of the test suite to setup.
It is possible to avoid this by creating a dedicated test profile once and telling the fixture to use that instead of generating one each time:
.. note::

* Create a profile, by using `verdi setup` or `verdi quicksetup` and specify the ``--test-profile`` flag
* Set the ``AIIDA_TEST_PROFILE`` environment variable to the name of the test profile: ``export AIIDA_TEST_PROFILE=<test-profile-name>``
The profile does not configure RabbitMQ as a broker since it is not required for most test cases useful for plugins.
This means, however, that any functionality that requires a broker is not available, such as running the daemon and submitting processes to the daemon.
If that functionality is required, a profile should be created and loaded that configures a broker.

Although the fixture is automatically used, and so there is no need to explicitly pass it into a test function, it may
still be useful, as it can be used to clean the storage backend from all data:
Expand All @@ -419,7 +430,7 @@ still be useful, as it can be used to clean the storage backend from all data:
assert QueryBuilder().append(Data).count() != 0
# The following call clears the storage backend, deleting all data, except for the default user.
aiida_profile.clear_profile()
aiida_profile.reset_storage()
assert QueryBuilder().append(Data).count() == 0
Expand All @@ -434,8 +445,8 @@ Note that a default user will be inserted into the database after cleaning it.

.. code-block:: python
def test(aiida_profile_clean):
"""The profile storage is guaranteed to be emptied at the start of this test."""
def test(aiida_profile_clean):
"""The profile storage is guaranteed to be emptied at the start of this test."""
This functionality can be useful if it is easier to setup and write the test if there is no pre-existing data.
However, cleaning the storage may take a non-negligible amount of time, so only use it when really needed in order to keep tests running as fast as possible.
Expand Down Expand Up @@ -488,17 +499,17 @@ Can be useful to create a test profile for a custom storage backend:
Note that the configuration above is not actually functional and the actual configuration depends on the storage implementation that is used.


.. _topics:plugins:testfixtures:aiida-instance:
.. _topics:plugins:testfixtures:aiida-config:

``aiida_instance``
``aiida_config``
------------------

Return the :class:`~aiida.manage.configuration.config.Config` instance that is used for the test session.

.. code-block:: python
def test(aiida_instance):
aiida_instance.get_option('logging.aiida_loglevel')
def test(aiida_config):
aiida_config.get_option('logging.aiida_loglevel')
.. _topics:plugins:testfixtures:config-psql-dos:
Expand All @@ -511,16 +522,17 @@ This can be used in combination with the ``aiida_profile_factory`` fixture to cr

.. code-block:: python
@pytest.fixture(scope='session')
def psql_dos_profile(aiida_profile_factory, config_psql_dos) -> Profile:
"""Return a test profile configured for the :class:`~aiida.storage.psql_dos.PsqlDosStorage`."""
configuration = config_psql_dos()
configuration['storage']['config']['repository_uri'] = '/some/custom/path'
yield aiida_profile_factory(configuration)
@pytest.fixture(scope='session')
def psql_dos_profile(aiida_profile_factory, config_psql_dos) -> Profile:
"""Return a test profile configured for the :class:`~aiida.storage.psql_dos.PsqlDosStorage`."""
configuration = config_psql_dos()
configuration['repository_uri'] = '/some/custom/path'
with aiida_profile_factory(storage_backend='core.psql_dos', storage_config=configuration) as profile:
yield profile
Note that this is only useful if the storage configuration needs to be customized.
If any configuration works, simply use the ``aiida_profile`` fixture straight away, which uses the ``PsqlDosStorage`` storage backend by default.
If any configuration works, simply use the ``aiida_profile`` fixture straight away.


.. _topics:plugins:testfixtures:postgres-cluster:
Expand Down Expand Up @@ -555,25 +567,6 @@ This fixture returns a :class:`~aiida.orm.computers.Computer` that represents th
aiida_localhost.get_minimum_job_poll_interval()
.. _topics:plugins:testfixtures:aiida-local-code-factory:

``aiida_local_code_factory``
----------------------------

This test is useful if a test requires an :class:`~aiida.orm.nodes.data.code.installed.InstalledCode` instance.
For example:

.. code-block:: python
def test(aiida_local_code_factory):
code = aiida_local_code_factory(
entry_point='core.arithmetic.add',
executable='/usr/bin/bash'
)
By default, it will use the ``localhost`` computer returned by the ``aiida_localhost`` fixture.


.. _topics:plugins:testfixtures:aiida-computer:

``aiida_computer``
Expand Down Expand Up @@ -679,6 +672,45 @@ If you need a guarantee that the computer is not configured, make sure to clean
assert not localhost.is_configured
.. _topics:plugins:testfixtures:aiida-code:

``aiida_code``
----------------------------

This fixture is useful if a test requires an :class:`~aiida.orm.nodes.data.code.abstract.AbstractCode` instance.
For example:

.. code-block:: python
def test(aiida_localhost, aiida_code):
from aiida.orm import InstalledCode
code = aiida_code(
'core.code.installed',
label='test-code',
computer=aiida_localhost,
filepath_executable='/bin/bash'
)
assert isinstance(code, InstalledCode)
.. _topics:plugins:testfixtures:aiida-code-installed:

``aiida_code_installed``
----------------------------

This test is useful if a test requires an :class:`~aiida.orm.nodes.data.code.installed.InstalledCode` instance.
For example:

.. code-block:: python
def test(aiida_code_installed):
from aiida.orm import InstalledCode
code = aiida_code_installed()
assert isinstance(code, InstalledCode)
By default, it will use the ``localhost`` computer returned by the ``aiida_localhost`` fixture.


.. _topics:plugins:testfixtures:submit-and-await:

``submit_and_await``
Expand All @@ -690,8 +722,8 @@ By default it will wait for the process to reach ``ProcessState.FINISHED``:

.. code-block:: python
def test(aiida_local_code_factory, submit_and_await):
code = aiida_local_code_factory('core.arithmetic.add', '/usr/bin/bash')
def test(aiida_code_installed, submit_and_await):
code = aiida_code_installed(filepath_executable='core.arithmetic.add', filepath_executable='/usr/bin/bash')
builder = code.get_builder()
builder.x = orm.Int(1)
builder.y = orm.Int(1)
Expand Down Expand Up @@ -762,7 +794,7 @@ Return a :class:`~aiida.manage.tests.pytest_fixtures.EntryPointManager` instance
class CustomParser(Parser):
"""Parser implementation."""
entry_points.add(CustomParser, 'custom.parser')
entry_points.add(CustomParser, 'aiida.parsers:custom.parser')
assert ParserFactory('custom.parser', CustomParser)
Expand Down
6 changes: 6 additions & 0 deletions src/aiida/manage/tests/pytest_fixtures.py
Original file line number Diff line number Diff line change
Expand Up @@ -51,6 +51,12 @@
from aiida.manage.configuration.config import Config


warn_deprecation(
'The module `aiida.manage.tests.pytest_fixtures` is deprecated, please use `aiida.tools.pytest_fixtures` instead.',
version=3,
)


def recursive_merge(left: dict[t.Any, t.Any], right: dict[t.Any, t.Any]) -> None:
"""Recursively merge the ``right`` dictionary into the ``left`` dictionary.
Expand Down
57 changes: 57 additions & 0 deletions src/aiida/tools/pytest_fixtures/__init__.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,57 @@
"""Fixtures to simplify writing unit tests for AiiDA with ``pytest``."""
# AUTO-GENERATED

# fmt: off

from .configuration import (
aiida_config,
aiida_config_factory,
aiida_config_tmp,
aiida_profile,
aiida_profile_clean,
aiida_profile_clean_class,
aiida_profile_factory,
aiida_profile_tmp,
)
from .daemon import daemon_client, started_daemon_client, stopped_daemon_client, submit_and_await
from .entry_points import entry_points
from .globals import aiida_manager
from .orm import (
aiida_code,
aiida_code_installed,
aiida_computer,
aiida_computer_local,
aiida_computer_ssh,
aiida_localhost,
ssh_key,
)
from .storage import config_psql_dos, postgres_cluster

__all__ = (
'aiida_code_installed',
'aiida_code',
'aiida_computer_local',
'aiida_computer_ssh',
'aiida_computer',
'aiida_config_factory',
'aiida_config_tmp',
'aiida_config',
'aiida_localhost',
'aiida_manager',
'aiida_profile_clean_class',
'aiida_profile_clean',
'aiida_profile_factory',
'aiida_profile_tmp',
'aiida_profile',
'config_psql_dos',
'daemon_client',
'entry_points',
'postgres_cluster',
'ssh_key',
'started_daemon_client',
'stopped_daemon_client',
'submit_and_await',
)


# fmt: on
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