From 138dc1a8085e3260f1b12f68e973f08d72069a9b Mon Sep 17 00:00:00 2001 From: A Vertex SDK engineer Date: Fri, 4 Oct 2024 12:09:09 -0700 Subject: [PATCH] docs: Add sample to retrieve experiment backing tensorboard resource name PiperOrigin-RevId: 682406056 --- ...t_experiment_backing_tensorboard_sample.py | 33 +++++++++++++++++ ...eriment_backing_tensorboard_sample_test.py | 35 +++++++++++++++++++ 2 files changed, 68 insertions(+) create mode 100644 samples/model-builder/experiment_tracking/get_experiment_backing_tensorboard_sample.py create mode 100644 samples/model-builder/experiment_tracking/get_experiment_backing_tensorboard_sample_test.py diff --git a/samples/model-builder/experiment_tracking/get_experiment_backing_tensorboard_sample.py b/samples/model-builder/experiment_tracking/get_experiment_backing_tensorboard_sample.py new file mode 100644 index 0000000000..f1ef99bafe --- /dev/null +++ b/samples/model-builder/experiment_tracking/get_experiment_backing_tensorboard_sample.py @@ -0,0 +1,33 @@ +# 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] diff --git a/samples/model-builder/experiment_tracking/get_experiment_backing_tensorboard_sample_test.py b/samples/model-builder/experiment_tracking/get_experiment_backing_tensorboard_sample_test.py new file mode 100644 index 0000000000..205bf3b739 --- /dev/null +++ b/samples/model-builder/experiment_tracking/get_experiment_backing_tensorboard_sample_test.py @@ -0,0 +1,35 @@ +# 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()