/
upload_model_explain_tabular_managed_container_sample_test.py
65 lines (58 loc) · 3.1 KB
/
upload_model_explain_tabular_managed_container_sample_test.py
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# Copyright 2021 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import test_constants as constants
import upload_model_explain_tabular_managed_container_sample
def test_upload_model_explain_tabular_managed_container_sample(
mock_sdk_init, mock_model, mock_init_model, mock_upload_model
):
upload_model_explain_tabular_managed_container_sample.upload_model_explain_tabular_managed_container_sample(
project=constants.PROJECT,
location=constants.LOCATION,
model_display_name=constants.MODEL_NAME,
serving_container_image_uri=constants.SERVING_CONTAINER_IMAGE_URI,
artifact_uri=constants.MODEL_ARTIFACT_URI,
serving_container_predict_route=constants.SERVING_CONTAINER_PREDICT_ROUTE,
serving_container_health_route=constants.SERVING_CONTAINER_HEALTH_ROUTE,
description=constants.DESCRIPTION,
serving_container_command=constants.SERVING_CONTAINER_COMMAND,
serving_container_args=constants.SERVING_CONTAINER_ARGS,
serving_container_environment_variables=constants.SERVING_CONTAINER_ENVIRONMENT_VARIABLES,
serving_container_ports=constants.SERVING_CONTAINER_PORTS,
instance_schema_uri=constants.INSTANCE_SCHEMA_URI,
parameters_schema_uri=constants.PARAMETERS_SCHEMA_URI,
prediction_schema_uri=constants.PREDICTION_SCHEMA_URI,
explanation_metadata=constants.EXPLANATION_METADATA,
explanation_parameters=constants.EXPLANATION_PARAMETERS,
)
mock_sdk_init.assert_called_once_with(
project=constants.PROJECT, location=constants.LOCATION
)
mock_upload_model.assert_called_once_with(
display_name=constants.MODEL_NAME,
serving_container_image_uri=constants.SERVING_CONTAINER_IMAGE_URI,
artifact_uri=constants.MODEL_ARTIFACT_URI,
serving_container_predict_route=constants.SERVING_CONTAINER_PREDICT_ROUTE,
serving_container_health_route=constants.SERVING_CONTAINER_HEALTH_ROUTE,
description=constants.DESCRIPTION,
serving_container_command=constants.SERVING_CONTAINER_COMMAND,
serving_container_args=constants.SERVING_CONTAINER_ARGS,
serving_container_environment_variables=constants.SERVING_CONTAINER_ENVIRONMENT_VARIABLES,
serving_container_ports=constants.SERVING_CONTAINER_PORTS,
instance_schema_uri=constants.INSTANCE_SCHEMA_URI,
parameters_schema_uri=constants.PARAMETERS_SCHEMA_URI,
prediction_schema_uri=constants.PREDICTION_SCHEMA_URI,
explanation_metadata=constants.EXPLANATION_METADATA,
explanation_parameters=constants.EXPLANATION_PARAMETERS,
sync=True,
)