Python - Using pytest to skip test unless specified

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抹茶落季
抹茶落季 2020-12-31 23:12

Background

I have am using pytest to test a web scraper that pushes the data to a database. The class only pulls the html and pushes the html to a database to be p

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  • 2020-12-31 23:53

    Form a little class for reuse of @xverges code on multiple marks/cli options;

    @dataclass
    class TestsWithMarkSkipper:
        ''' Util to skip tests with mark, unless cli option provided. '''
    
        test_mark: str
        cli_option_name: str
        cli_option_help: str
    
        def pytest_addoption_hook(self, parser):
            parser.addoption(
                self.cli_option_name,
                action="store_true",
                default=False,
                help=self.cli_option_help,
            )
    
        def pytest_collection_modifyitems_hook(self, config, items):
            if not config.getoption(self.cli_option_name):
                self._skip_items_with_mark(items)
    
        def _skip_items_with_mark(self, items):
            reason = "need {} option to run".format(self.cli_option_name)
            skip_marker = pytest.mark.skip(reason=reason)
            for item in items:
                if self.test_mark in item.keywords:
                    item.add_marker(skip_marker)
    

    Usage example (must be put in conftest.py):

    slow_skipper = TestsWithMarkSkipper(
        test_mark='slow',
        cli_option_name="--runslow",
        cli_option_help="run slow tests",
    )
    pytest_addoption = slow_skipper.pytest_addoption_hook
    pytest_collection_modifyitems = slow_skipper.pytest_collection_modifyitems_hook
    
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  • 2021-01-01 00:05

    There's a couple ways to handle this, but I'll go over two common approaches I've seen in Python baselines.

    1) Separate your tests by putting the "optional" tests in another directory.

    Not sure what your project layout looks like, but you can do something like this (only the test directory is important, the rest is just a toy example layout):

    README.md
    setup.py
    requirements.txt
    test/
        unit/
            test_something.py
            test_something_else.py
        integration/
            test_optional.py
    application/
        __init__.py
        some_module.py
    

    Then, when you invoke pytest, you invoke it by doing pytest test/unit if you want to run just the unit tests (i.e. only test_something*.py files), or pytest test/integration if you want to run just the integration tests (i.e. only test_optional.py), or pytest test if you want to run all the tests. So, by default, you can just run pytest test/unit.

    I recommend wrapping these calls in some sort of script. I prefer make since it is powerful for this type of wrapping. Then you can say make test and it just runs your default (fast) test suite, or make test_all, and it'll run all the tests (which may or may not be slow).

    Example Makefile you could wrap with:

    .PHONY: all clean install test test_int test_all uninstall
    
    all: install
    
    clean:
        rm -rf build
        rm -rf dist
        rm -rf *.egg-info
    
    install:
        python setup.py install
    
    test: install
        pytest -v -s test/unit
    
    test_int: install
        pytest -v -s test/integration
    
    test_all: install
        pytest -v -s test
    
    uninstall:
        pip uninstall app_name
    

    2) Mark your tests judiciously with the @pytest.mark.skipif decorator, but use an environment variable as the trigger

    I don't like this solution as much, it feels a bit haphazard to me (it's hard to tell which set of tests are being run on any give pytest run). However, what you can do is define an environment variable and then rope that environment variable into the module to detect if you want to run all your tests. Environment variables are shell dependent, but I'll pretend you have a bash environment since that's a popular shell.

    You could do export TEST_LEVEL="unit" for just fast unit tests (so this would be your default), or export TEST_LEVEL="all" for all your tests. Then in your test files, you can do what you were originally trying to do like this:

    import os
    
    ...
    
    @pytest.mark.skipif(os.environ["TEST_LEVEL"] == "unit")
    def test_scrape_website():
      ...
    

    Note: Naming the test levels "unit" and "integration" is irrelevant. You can name them whatever you want. You can also have many many levels (like maybe nightly tests or performance tests).

    Also, I think option 1 is the best way to go, since it not only clearly allows separation of testing, but it can also add semantics and clarity to what the tests mean and represent. But there is no "one size fits all" in software, you'll have to decide what approach you like based on your particular circumstances.

    HTH!

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  • 2021-01-01 00:08

    The docs describe exactly your problem: https://docs.pytest.org/en/latest/example/simple.html#control-skipping-of-tests-according-to-command-line-option. Copying from there:

    Here is a conftest.py file adding a --runslow command line option to control skipping of pytest.mark.slow marked tests:

    # content of conftest.py
    
    import pytest
    
    
    def pytest_addoption(parser):
        parser.addoption(
            "--runslow", action="store_true", default=False, help="run slow tests"
        )
    
    
    def pytest_collection_modifyitems(config, items):
        if config.getoption("--runslow"):
            # --runslow given in cli: do not skip slow tests
            return
        skip_slow = pytest.mark.skip(reason="need --runslow option to run")
        for item in items:
            if "slow" in item.keywords:
                item.add_marker(skip_slow)
    

    We can now write a test module like this:

    # content of test_module.py
    import pytest
    
    
    def test_func_fast():
        pass
    
    
    @pytest.mark.slow
    def test_func_slow():
        pass
    
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  • 2021-01-01 00:15

    A very simply solution is to use the -k argument. You can use the -k parameter to deselect certain tests. -k tries to match its argument to any part of the tests name or markers You can invert the match by using not (you can also use the boolean operators and and or). Thus -k 'not slow' skips tests which have "slow" in the name, has a marker with "slow" in the name, or whose class/module name contains "slow".

    For example, given this file:

    import pytest
    
    def test_true():
        assert True
    
    @pytest.mark.slow
    def test_long():
        assert False
    
    def test_slow():
        assert False
    

    When you run:

    pytest -k 'not slow'
    

    It outputs something like: (note that both failing tests were skipped as they matched the filter)

    ============================= test session starts =============================
    platform win32 -- Python 3.5.1, pytest-3.4.0, py-1.5.2, pluggy-0.6.0
    rootdir: c:\Users\User\Documents\python, inifile:
    collected 3 items
    
    test_thing.py .                                                          [100%]
    
    ============================= 2 tests deselected ==============================
    =================== 1 passed, 2 deselected in 0.02 seconds ====================
    

    Because of the eager matching you might want to do something like putting all your unittests in a directory called unittest and then marking the slow ones as slow_unittest (so as to to accidentally match a test that just so happens to have slow in the name). You could then use -k 'unittest and not slow_unittest' to match all your quick unit tests.

    More pytest example marker usage

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