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Project description
Introduction
Pytest plugin to repeat tests and pass if the test passes a number of times out of a total.
Purpose
I want to leverage pytest for model evaluation in a way that can be readily incorporated into CI/CD flows.
Installation
pip install pytest-repeated
🚀 Usage Example
@pytest.mark.repeated(times=4, threshold=2)
def test_example_fail_once():
import random
assert random.choice([True, False]) # may pass or fail
This test will run four times and pass if we get True in at least two of the four iterations.
🛠️ Development
The only requirement is 🐳 Docker.
(The .devcontainer and tasks.json are prepared assuming a *nix system, but if you know the commands, this will work on Windows, too.)
- Clone the repo.
- Branch out.
- Open in "devcontainer" on VS Code and start developing. Run
pytestunderteststo test. - Akternatively, if you are a fan of Test-Driven Development like me, you can run the tests without getting on a container.
.vscode/tasks.jsonhas the command to do so, but it's also listed here:
docker compose -f tests/docker-compose.yaml up --build --abort-on-container-exit --exit-code-from test
- When satisfied, push and open a PR. The pipeline will publish automatically when your PR is merged.
Future Plans
- Better statistical measures
- Optimized testing - stop conditions.
- Sequential testing.
- Ability to set the seed.
Project details
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