Ejemplos de AlgorithmEstimator.enable_network_isolation en Python

Ejemplo n.º 1

def test_algorithm_enable_network_isolation_no_product_id(session):
    session.sagemaker_client.describe_algorithm = Mock(return_value=DESCRIBE_ALGORITHM_RESPONSE)

    estimator = AlgorithmEstimator(
        algorithm_arn="arn:aws:sagemaker:us-east-2:1234:algorithm/scikit-decision-trees",
        role="SageMakerRole",
        train_instance_type="ml.m4.xlarge",
        train_instance_count=1,
        sagemaker_session=session,
    )

    network_isolation = estimator.enable_network_isolation()
    assert network_isolation is False

Ejemplo n.º 2

def test_algorithm_enable_network_isolation_with_product_id(session):
    response = copy.deepcopy(DESCRIBE_ALGORITHM_RESPONSE)
    response["ProductId"] = "some-product-id"
    session.sagemaker_client.describe_algorithm = Mock(return_value=response)

    estimator = AlgorithmEstimator(
        algorithm_arn="arn:aws:sagemaker:us-east-2:1234:algorithm/scikit-decision-trees",
        role="SageMakerRole",
        train_instance_type="ml.m4.xlarge",
        train_instance_count=1,
        sagemaker_session=session,
    )

    network_isolation = estimator.enable_network_isolation()
    assert network_isolation is True