import boto3 from moto import mock_sagemaker from moto.sts.models import ACCOUNT_ID TEST_REGION_NAME = "us-east-1" @mock_sagemaker def test_create__trial_component(): client = boto3.client("sagemaker", region_name=TEST_REGION_NAME) trial_component_name = "some-trial-component-name" resp = client.create_trial_component(TrialComponentName=trial_component_name) assert resp["ResponseMetadata"]["HTTPStatusCode"] == 200 resp = client.list_trial_components() assert len(resp["TrialComponentSummaries"]) == 1 assert ( resp["TrialComponentSummaries"][0]["TrialComponentName"] == trial_component_name ) assert ( resp["TrialComponentSummaries"][0]["TrialComponentArn"] == f"arn:aws:sagemaker:{TEST_REGION_NAME}:{ACCOUNT_ID}:experiment-trial-component/{trial_component_name}" ) @mock_sagemaker def test_delete__trial_component(): client = boto3.client("sagemaker", region_name=TEST_REGION_NAME) trial_component_name = "some-trial-component-name" resp = client.create_trial_component(TrialComponentName=trial_component_name) resp = client.delete_trial_component(TrialComponentName=trial_component_name) assert resp["ResponseMetadata"]["HTTPStatusCode"] == 200 resp = client.list_trial_components() assert len(resp["TrialComponentSummaries"]) == 0 @mock_sagemaker def test_add_tags_to_trial_component(): client = boto3.client("sagemaker", region_name=TEST_REGION_NAME) trial_component_name = "some-trial-component-name" resp = client.create_trial_component(TrialComponentName=trial_component_name) resp = client.describe_trial_component(TrialComponentName=trial_component_name) arn = resp["TrialComponentArn"] tags = [{"Key": "name", "Value": "value"}] client.add_tags(ResourceArn=arn, Tags=tags) assert resp["ResponseMetadata"]["HTTPStatusCode"] == 200 resp = client.list_tags(ResourceArn=arn) assert resp["Tags"] == tags @mock_sagemaker def test_delete_tags_to_trial_component(): client = boto3.client("sagemaker", region_name=TEST_REGION_NAME) trial_component_name = "some-trial-component-name" resp = client.create_trial_component(TrialComponentName=trial_component_name) resp = client.describe_trial_component(TrialComponentName=trial_component_name) arn = resp["TrialComponentArn"] tags = [{"Key": "name", "Value": "value"}] client.add_tags(ResourceArn=arn, Tags=tags) client.delete_tags(ResourceArn=arn, TagKeys=[i["Key"] for i in tags]) assert resp["ResponseMetadata"]["HTTPStatusCode"] == 200 resp = client.list_tags(ResourceArn=arn) assert resp["Tags"] == [] @mock_sagemaker def test_associate_trial_component(): client = boto3.client("sagemaker", region_name=TEST_REGION_NAME) experiment_name = "some-experiment-name" resp = client.create_experiment(ExperimentName=experiment_name) trial_name = "some-trial-name" resp = client.create_trial(ExperimentName=experiment_name, TrialName=trial_name) trial_component_name = "some-trial-component-name" resp = client.create_trial_component(TrialComponentName=trial_component_name) client.associate_trial_component( TrialComponentName=trial_component_name, TrialName=trial_name ) assert resp["ResponseMetadata"]["HTTPStatusCode"] == 200 resp = client.list_trial_components(TrialName=trial_name) assert resp["ResponseMetadata"]["HTTPStatusCode"] == 200 assert ( resp["TrialComponentSummaries"][0]["TrialComponentName"] == trial_component_name )