feat: enhance E2E testing setup and model reporting

- Added a new fixture to manage runtime report artifacts in a writable temp directory during E2E tests, addressing permission issues in local CI/dev environments.
- Updated `conftest.py` to include a requirements.txt file in the model packaging path for training activities.
- Refactored existing fixtures to use `pytest.fixture` instead of `pytest_asyncio.fixture` for better compatibility.
- Enhanced the `Reports` class to include a target alias for report metrics, ensuring compatibility with Evidently's reporting requirements.
- Introduced new test scenarios to validate the handling of missing and whitespace-only `date_column` inputs in the training workflow.

These changes improve the robustness of the E2E testing framework and enhance the clarity of model reporting metrics.
This commit is contained in:
vitor-aignosi
2026-05-05 10:59:51 -03:00
parent ba9eb3d7c7
commit d1f9394879
29 changed files with 255 additions and 182 deletions

View File

@@ -131,13 +131,15 @@ def test_train_model_success_serializes_result(mock_mlflow, training):
training.minio_repository.download_file = MagicMock(return_value=b'csv')
training.data_manager_repository.prepare_training_data = MagicMock(return_value=tmr)
def _set_metrics(x, _w, **_kw):
x.mse_val = 0.1
x.mae_val = 0.2
x.r2_val = 0.9
return x
training.data_manager_repository.compute_regression_metrics = MagicMock(
side_effect=lambda x, _w, **_kw: (
setattr(x, 'mse_val', 0.1),
setattr(x, 'mae_val', 0.2),
setattr(x, 'r2_val', 0.9),
x,
)[-1]
side_effect=_set_metrics
)
def _fill_report(x, **_kw):