# 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 smexperiments.search_expression import Filter, Operator, SearchExpression, NestedFilter from smexperiments.experiment import Experiment import pytest def test_search(sagemaker_boto_client): experiment_names_searched = [] search_filter = Filter(name="ExperimentName", operator=Operator.CONTAINS, value="smexperiments-integ-") search_expression = SearchExpression(filters=[search_filter]) for s in Experiment.search( search_expression=search_expression, max_results=10, sagemaker_boto_client=sagemaker_boto_client ): experiment_names_searched.append(s.experiment_name) assert len(experiment_names_searched) > 0 assert experiment_names_searched # sanity test @pytest.mark.skip(reason="failed validation, need to wait for NestedFilter bug to be fixed") def test_nested_search(sagemaker_boto_client): experiment_names_searched = [] search_filter = Filter(name="ExperimentName", operator=Operator.CONTAINS, value="smexperiments-integ-") nested_filter = NestedFilter(property_name="ExperimentName", filters=[search_filter]) search_expression = SearchExpression(nested_filters=[nested_filter]) for s in Experiment.search( search_expression=search_expression, max_results=10, sagemaker_boto_client=sagemaker_boto_client ): experiment_names_searched.append(s.experiment_name) assert len(experiment_names_searched) > 0 assert experiment_names_searched # sanity test def test_sub_expression(sagemaker_boto_client): experiment_names_searched = [] search_filter = Filter(name="ExperimentName", operator=Operator.CONTAINS, value="smexperiments-integ-") sub_expression = SearchExpression(filters=[search_filter]) search_expression = SearchExpression(sub_expressions=[sub_expression]) for s in Experiment.search( search_expression=search_expression, max_results=10, sagemaker_boto_client=sagemaker_boto_client ): experiment_names_searched.append(s.experiment_name) assert len(experiment_names_searched) > 0 assert experiment_names_searched # sanity test