Python SingleThreadedExperiment.generate_matrices Examples

Example #1

File: test_tracking_experiments.py Project: djynnius/triage

def test_experiment_tracker_in_parts(test_engine, project_path):
    experiment = SingleThreadedExperiment(
        config=sample_config(),
        db_engine=test_engine,
        project_path=project_path,
    )
    experiment.generate_matrices()
    experiment.train_and_test_models()
    with scoped_session(test_engine) as session:
        experiment_run = session.query(ExperimentRun).get(experiment.run_id)
        assert experiment_run.start_method == "generate_matrices"

Example #2

File: test_tracking_experiments.py Project: dssg/triage

def test_experiment_tracker_in_parts(test_engine, project_path):
    with mock.patch("triage.util.conf.open",
                    side_effect=open_side_effect) as mock_file:
        experiment = SingleThreadedExperiment(
            config=sample_config(),
            db_engine=test_engine,
            project_path=project_path,
        )
    experiment.generate_matrices()
    experiment.train_and_test_models()
    with scoped_session(test_engine) as session:
        experiment_run = session.query(TriageRun).get(experiment.run_id)
        assert experiment_run.start_method == "generate_matrices"