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docs: Add sample to retrieve experiment backing tensorboard resource …
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samples/model-builder/experiment_tracking/get_experiment_backing_tensorboard_sample.py
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# Copyright 2022 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. | ||
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# [START aiplatform_sdk_create_experiment_default_tensorboard_sample] | ||
from google.cloud import aiplatform | ||
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def get_experiment_backing_tensorboard_resource_name_sample( | ||
experiment_name: str, | ||
project: str, | ||
location: str, | ||
): | ||
backing_tensorboard = aiplatform.Experiment( | ||
project=project, | ||
location=location, | ||
experiment_name=experiment_name | ||
).get_backing_tensorboard_resource() | ||
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return backing_tensorboard.name | ||
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# [END aiplatform_sdk_create_experiment_default_tensorboard_sample] |
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samples/model-builder/experiment_tracking/get_experiment_backing_tensorboard_sample_test.py
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# Copyright 2022 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. | ||
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from experiment_tracking import get_experiment_backing_tensorboard_sample | ||
import test_constants as constants | ||
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def test_get_experiment_backing_tensorboard_resource_name_sample( | ||
mock_get_experiment, mock_get_backing_tensorboard_resource | ||
): | ||
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get_experiment_backing_tensorboard_sample.get_experiment_backing_tensorboard_resource_name_sample( | ||
experiment_name=constants.EXPERIMENT_NAME, | ||
project=constants.PROJECT, | ||
location=constants.LOCATION, | ||
) | ||
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mock_get_experiment.assert_called_with( | ||
project=constants.PROJECT, | ||
location=constants.LOCATION, | ||
experiment_name=constants.EXPERIMENT_NAME | ||
) | ||
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mock_get_backing_tensorboard_resource.assert_called_once() |