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custom_training_job_sample_test.py
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custom_training_job_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 custom_training_job_sample
import test_constants as constants
def test_custom_training_job_sample(
mock_sdk_init, mock_get_custom_training_job, mock_run_custom_training_job
):
custom_training_job_sample.custom_training_job_sample(
project=constants.PROJECT,
location=constants.LOCATION,
bucket=constants.STAGING_BUCKET,
display_name=constants.DISPLAY_NAME,
script_path=constants.PYTHON_PACKAGE,
script_args=constants.PYTHON_PACKAGE_CMDARGS,
container_uri=constants.TRAIN_IMAGE,
model_serving_container_image_uri=constants.DEPLOY_IMAGE,
requirements=[],
replica_count=1,
)
mock_sdk_init.assert_called_once_with(
project=constants.PROJECT,
location=constants.LOCATION,
staging_bucket=constants.STAGING_BUCKET,
)
mock_get_custom_training_job.assert_called_once_with(
display_name=constants.DISPLAY_NAME,
container_uri=constants.TRAIN_IMAGE,
model_serving_container_image_uri=constants.DEPLOY_IMAGE,
requirements=[],
script_path=constants.PYTHON_PACKAGE,
)
mock_run_custom_training_job.assert_called_once()