# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"). You # may not use this file except in compliance with the License. A copy of # the License is located at # # http://aws.amazon.com/apache2.0/ # # or in the "license" file accompanying this file. This file 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 __future__ import absolute_import import unittest.mock import pytest from sagemaker.lineage import artifact from sagemaker.lineage.query import LineageQueryDirectionEnum @pytest.fixture def sagemaker_session(): return unittest.mock.Mock() def test_datasets(sagemaker_session): artifact_arn = ( "arn:aws:sagemaker:us-west-2:123456789012:artifact/lineage-unit-3b05f017-0d87-4c37" ) artifact_dataset_arn = "arn:aws:sagemaker:us-west-2:123456789012:artifact/datasets" artifact_dataset_name = "myDataset" obj = artifact.ImageArtifact(sagemaker_session, artifact_name="foo", artifact_arn=artifact_arn) sagemaker_session.sagemaker_client.query_lineage.return_value = { "Vertices": [ {"Arn": artifact_dataset_arn, "Type": "DataSet", "LineageType": "Artifact"}, ], "Edges": [{"SourceArn": "arn1", "DestinationArn": "arn2", "AssociationType": "Produced"}], } sagemaker_session.sagemaker_client.describe_artifact.return_value = { "ArtifactName": artifact_dataset_name, "ArtifactArn": artifact_dataset_arn, } dataset_list = obj.datasets(direction=LineageQueryDirectionEnum.DESCENDANTS) expected_calls = [ unittest.mock.call( Direction="Descendants", Filters={"Types": ["DataSet"], "LineageTypes": ["Artifact"]}, IncludeEdges=False, MaxDepth=10, StartArns=[artifact_arn], ), ] assert expected_calls == sagemaker_session.sagemaker_client.query_lineage.mock_calls expected_dataset_list = [ artifact.DatasetArtifact( artifact_name=artifact_dataset_name, artifact_arn=artifact_dataset_arn, ) ] assert expected_dataset_list[0].artifact_arn == dataset_list[0].artifact_arn assert expected_dataset_list[0].artifact_name == dataset_list[0].artifact_name