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docs: Add sample to retrieve experiment backing tensorboard resource …
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PiperOrigin-RevId: 682406056
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vertex-sdk-bot authored and copybara-github committed Oct 4, 2024
1 parent 85a8c41 commit 138dc1a
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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.

# [START aiplatform_sdk_create_experiment_default_tensorboard_sample]
from google.cloud import aiplatform


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()

return backing_tensorboard.name


# [END aiplatform_sdk_create_experiment_default_tensorboard_sample]
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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.

from experiment_tracking import get_experiment_backing_tensorboard_sample
import test_constants as constants


def test_get_experiment_backing_tensorboard_resource_name_sample(
mock_get_experiment, mock_get_backing_tensorboard_resource
):

get_experiment_backing_tensorboard_sample.get_experiment_backing_tensorboard_resource_name_sample(
experiment_name=constants.EXPERIMENT_NAME,
project=constants.PROJECT,
location=constants.LOCATION,
)

mock_get_experiment.assert_called_with(
project=constants.PROJECT,
location=constants.LOCATION,
experiment_name=constants.EXPERIMENT_NAME
)

mock_get_backing_tensorboard_resource.assert_called_once()

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