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docs: add a sample for get_experiment_run_artifacts
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samples/model-builder/conftest.py

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@@ -649,6 +649,12 @@ def mock_classification_metrics():
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yield mock
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@pytest.fixture
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def mock_artifacts():
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mock = MagicMock()
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yield mock
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@pytest.fixture
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def mock_get_execution(mock_execution):
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with patch.object(aiplatform, "Execution") as mock_get_execution:
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yield mock_get_classification_metrics
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@pytest.fixture
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def mock_get_artifacts(mock_artifacts, mock_experiment_run):
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with patch.object(
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mock_experiment_run, "get_artifacts"
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) as mock_get_artifacts:
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mock_get_artifacts.return_value = mock_artifacts
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yield mock_get_artifacts
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"""
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----------------------------------------------------------------------------
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Model Versioning Fixtures
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# Copyright 2022 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# https://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from typing import List, Union
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from google.cloud import aiplatform
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from google.cloud.aiplatform.metadata import artifact
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# [START aiplatform_sdk_get_experiment_run_artifacts_sample]
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def get_experiment_run_artifacts_sample(
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run_name: str,
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experiment: Union[str, aiplatform.Experiment],
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project: str,
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location: str,
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) -> List[artifact.Artifact]:
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experiment_run = aiplatform.ExperimentRun(
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run_name=run_name,
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experiment=experiment,
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project=project,
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location=location,
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)
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return experiment_run.get_artifacts()
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# [END aiplatform_sdk_get_experiment_run_artifacts_sample]
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# Copyright 2022 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# https://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import get_experiment_run_artifacts_sample
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import pytest
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import test_constants as constants
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@pytest.mark.usefixtures("mock_get_run")
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def test_get_experiment_run_artifact_sample(mock_get_artifacts, mock_artifacts):
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artifacts = (
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get_experiment_run_artifacts_sample.get_experiment_run_artifacts_sample(
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run_name=constants.EXPERIMENT_RUN_NAME,
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experiment=constants.EXPERIMENT_NAME,
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project=constants.PROJECT,
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location=constants.LOCATION,
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)
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)
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mock_get_artifacts.assert_called_with()
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assert artifacts is mock_artifacts

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