A pytest plugin to find dependencies between tests
A pytest plugin to find dependencies between tests.
Tests shall generally not depend on each other. To ensure this, plugins like pytest-randomly or pytest-reverse are commonly used. These plugins find dependent tests, but it is up to you to find which test they are depend upon.
The plugin aims to automate this task. Dependencies are found in the first place by running all tests in forward and backwards direction and checking if any tests fail if executed in one order but not in the other. This will find most (but not all) test dependencies (the same way as pytest-reverse). If any dependent test is found, more test runs with a subset of all tests are run using binary search, until a test is found that causes the other test to fail.
$ pip install pytest-find-dependencies
If the plugin is installed, it can be used by adding the pytest option --find-dependencies. After running all needed tests, all found dependencies are listed. Here is an example:
================================================= Run dependency analysis for 7 tests. Executed 19 tests in 4 test runs. Dependent tests: test_one.py::test_b depends on test_one.py::test_e =================================================
In this case 7 tests have been analyzed, one dependent test has been found after running the tests forwards and backwards, and after 2 additional test runs with an overall of 5 tests, the test it depended on was found.
Some dependencies can be due to a permanent change in the environment (for example by adding a change to a database that is not reverted in subsequent test runs). In this case, the dependency cannot be found reliably, and these tests are listed separately:
============================== Results =============================== Run dependency analysis for 5 tests. Executed 11 tests in 3 test runs. Tests failing permanently after all tests have run: test_one.py::test_b ======================================================================
Dependencies due to a permanent change will only be found if the offending test is run before the dependent test, otherwise the test will just fail both times.
The option --reversed-first allows you to reverse the sequence of the first two test runs.
The option --markers-to-ignore allows to define a comma-separated list of marker names. Tests that have these markers will be ignored in the analysis (e.g. not run at all). This can be used to exclude tests that have markers that define the test order. Examples include dependency (from the pytest-dependency plugin), order (from pytest-order) or depends (from pytest-depends). To ignore all tests with a dependency marker, you can use:
python -m pytest --find-dependencies --markers-to-ignore=dependency
Note that in this case you also won’t find other tests depending on the ordered markers.
- command line options given in the test are passed to all test runs in dependency find mode
- if any dependent tests are found, the exit code of the pytest run will be set to 1
- if pytest-xdist is detected, it is ensured that the internal tests are not distributed, as this would break the dependency check
- if no dependent tests are found, the test will run twice as long as without the option (because each test will be executed twice), with one dependent test it will take about three times as long as the original tests, and with each found dependent test it will take more time (e.g. more repeated tests)
Usage of ordering plugins
If you use plugins which change the test order using markers, theses will only be applied in the first test run. The order of the following test runs is solely defined by pytest-find-dependencies. This means that if you use ordering plugins like pytest-order, the dependencies will still be found, if you don’t exclude these tests (which may or may not be wanted). Using pytest-randomly will randomize the first test run and can be used in combination with pytest-find-dependencies without problems.
Contributions are very welcome. Tests can be run with tox, please ensure the coverage at least stays the same before you submit a pull request.
Distributed under the terms of the MIT license, “pytest-find-dependencies” is free and open source software.
If you encounter any problems or have a feature request, please file an issue along with a detailed description.
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