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infra: add Model unit tests for delete_model and enable_network_isolation #1424

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23 changes: 0 additions & 23 deletions tests/unit/sagemaker/model/test_framework_model.py
Original file line number Diff line number Diff line change
Expand Up @@ -237,29 +237,6 @@ def test_deploy_update_endpoint_optional_args(sagemaker_session, tmpdir):
sagemaker_session.create_endpoint.assert_not_called()


def test_model_enable_network_isolation(sagemaker_session):
model = DummyFrameworkModel(sagemaker_session=sagemaker_session)
assert model.enable_network_isolation() is False


@patch("sagemaker.fw_utils.tar_and_upload_dir", MagicMock())
@patch("time.strftime", MagicMock(return_value=TIMESTAMP))
def test_model_delete_model(sagemaker_session, tmpdir):
model = DummyFrameworkModel(sagemaker_session, source_dir=str(tmpdir))
model.deploy(instance_type=INSTANCE_TYPE, initial_instance_count=1)
model.delete_model()

sagemaker_session.delete_model.assert_called_with(model.name)


def test_delete_non_deployed_model(sagemaker_session):
model = DummyFrameworkModel(sagemaker_session)
with pytest.raises(
ValueError, match="The SageMaker model must be created first before attempting to delete."
):
model.delete_model()


def test_compile_model_for_inferentia(sagemaker_session, tmpdir):
sagemaker_session.wait_for_compilation_job = Mock(
return_value=DESCRIBE_COMPILATION_JOB_RESPONSE
Expand Down
25 changes: 25 additions & 0 deletions tests/unit/sagemaker/model/test_model.py
Original file line number Diff line number Diff line change
Expand Up @@ -53,6 +53,14 @@ def test_prepare_container_def():
assert expected == container_def


def test_model_enable_network_isolation():
model = Model(MODEL_DATA, MODEL_IMAGE)
assert model.enable_network_isolation() is False

model = Model(MODEL_DATA, MODEL_IMAGE, enable_network_isolation=True)
assert model.enable_network_isolation()


@patch("sagemaker.model.Model.prepare_container_def")
@patch("sagemaker.utils.name_from_image")
def test_create_sagemaker_model(name_from_image, prepare_container_def, sagemaker_session):
Expand Down Expand Up @@ -468,3 +476,20 @@ def test_transformer_creates_correct_session(local_session, session):
transformer = model.transformer(instance_count=1, instance_type="ml.m5.xlarge")
assert model.sagemaker_session == session.return_value
assert transformer.sagemaker_session == session.return_value


def test_delete_model(sagemaker_session):
model = Model(MODEL_DATA, MODEL_IMAGE, name=MODEL_NAME, sagemaker_session=sagemaker_session)

model.delete_model()
sagemaker_session.delete_model.assert_called_with(model.name)


def test_delete_model_no_name(sagemaker_session):
model = Model(MODEL_DATA, MODEL_IMAGE, sagemaker_session=sagemaker_session)

with pytest.raises(
ValueError, match="The SageMaker model must be created first before attempting to delete."
):
model.delete_model()
sagemaker_session.delete_model.assert_not_called()