# 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 pytest from tests.integ.sagemaker.experiments.helpers import EXP_INTEG_TEST_NAME_PREFIX from sagemaker.experiments.trial_component import _TrialComponent from sagemaker.utilities.search_expression import Filter, Operator, SearchExpression, NestedFilter def test_search(sagemaker_session): tc_names_searched = [] search_filter = Filter( name="TrialComponentName", operator=Operator.CONTAINS, value=EXP_INTEG_TEST_NAME_PREFIX ) search_expression = SearchExpression(filters=[search_filter]) for tc in _TrialComponent.search( search_expression=search_expression, max_results=10, sagemaker_session=sagemaker_session ): tc_names_searched.append(tc.trial_component_name) assert len(tc_names_searched) > 0 assert tc_names_searched @pytest.mark.skip(reason="failed validation, need to wait for NestedFilter bug to be fixed") def test_nested_search(sagemaker_session): tc_names_searched = [] search_filter = Filter( name="TrialComponentName", operator=Operator.CONTAINS, value=EXP_INTEG_TEST_NAME_PREFIX ) nested_filter = NestedFilter(property_name="TrialComponentName", filters=[search_filter]) search_expression = SearchExpression(nested_filters=[nested_filter]) for tc in _TrialComponent.search( search_expression=search_expression, max_results=10, sagemaker_session=sagemaker_session ): tc_names_searched.append(tc.trial_component_name) assert len(tc_names_searched) > 0 assert tc_names_searched def test_sub_expression(sagemaker_session): tc_names_searched = [] search_filter = Filter( name="TrialComponentName", operator=Operator.CONTAINS, value=EXP_INTEG_TEST_NAME_PREFIX ) sub_expression = SearchExpression(filters=[search_filter]) search_expression = SearchExpression(sub_expressions=[sub_expression]) for tc in _TrialComponent.search( search_expression=search_expression, max_results=10, sagemaker_session=sagemaker_session ): tc_names_searched.append(tc.trial_component_name) assert len(tc_names_searched) > 0 assert tc_names_searched