Select a portion of the collected tests
Project description
pytest-portion
Select a portion of the collected tests, so you can run different parts of your test suite in different instances to scale horizontally.
Use case
Suppose you have a big, slow test suite, but you can trigger several CI workers to run different portions of it, in a sake lazy/simple way to parallelize it.
A basic, obvious way to do that is to explictily collect from different directories/modules:
- worker1:
pytest tests/a(100 tests, ~4 minutes to finish) - worker2:
pytest tests/b(20 tests, ~1 minute to finish) - worker3:
pytest tests/c tests/d(30 tests, ~1 minute to finish)
The problem is that directory tests/a may have a lot more tests that tests/c plus test/d,
so worker1 takes a lot more to finish.
With pytest-portion you can still split the tests in different instances, but letting
the extension makes the selection in a more balanced way.
- worker1:
pytest --portion 1/3 tests(first 50 tests, ~2 minutes) - worker2:
pytest --portion 2/3 tests(next 50 tests, ~2 minutes) - worker3:
pytest --portion 3/3 tests(last 50 tests, ~2 minutes)
In this case, the tests of all the directories are collected, but only a third (a different one!) of them will be actually executed on each worker.
Note this balance is by number of tests, so if there is very slow tests in a particular portion, the duration may not be expected.
For a fine tuning, you could pass the portion in a more explicit way:
- worker1:
pytest --portion 0:0.5 tests(first half, 1st to 75th test) - worker2:
pytest --portion 0.5:0.8 tests(next 30%, from 76th to 125th) - worker3:
pytest --portion 0.8:1 tests(last 20%)
Installation
You can add "pytest-portion" to your project from PyPI with uv.
uv add --dev pytetest-portion
Or via pip
pip install pytest-portion
Usage
There are two modes of operation: Test-level (default) and File-level.
1. Test-level Slicing (Default)
Pytest collects all tests first, then pytest-portion filters them.
Pass --portion <i/n> where:
nis the total number of portions.iis the i-th portion to select (1 <= i <= n).
Note: If the number of tests collected is not divisible by
n, the last portion will contain the rest. For instance, if you havetest_1,test_2andtest_3,--portion 1/2will run the first one, and--portion 2/2the last 2.
Alternatively, use --portion start:end where start and end are coefficients between 0 and 1.
2. File-level Slicing
For very large projects, collection itself can be slow. Use --portion-files to slice the list of
discovered files before pytest starts collecting tests from within them. This can significantly
reduce collection time in large repositories.
# Collect and run only the files belonging to the first half of the suite
pytest --portion 1/2 --portion-files tests/
Contributing
Contributions are very welcome. Please ensure the coverage at least stays the same before you submit a pull request.
License
Distributed under the terms of the BSD-3 license, "pytest-portion" is free and open source software.
Issues
If you encounter any problems, please file an issue along with a detailed description.
Acknowledgements
I used cookiecutter along with @hackebrot's cookiecutter-pytest-plugin template for the boilerplate code of this package. Thanks!
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