/* * SPDX-License-Identifier: Apache-2.0 * * The OpenSearch Contributors require contributions made to * this file be licensed under the Apache-2.0 license or a * compatible open source license. */ /* * Licensed to Elasticsearch under one or more contributor * license agreements. See the NOTICE file distributed with * this work for additional information regarding copyright * ownership. Elasticsearch licenses this file to you under * the Apache License, Version 2.0 (the "License"); you may * not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, * software distributed under the License 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. */ /* * Modifications Copyright OpenSearch Contributors. See * GitHub history for details. */ package org.opensearch.search.aggregations.pipeline; import static java.util.Collections.emptyList; import static org.hamcrest.Matchers.equalTo; import static org.hamcrest.Matchers.nullValue; import java.io.IOException; import org.opensearch.common.xcontent.json.JsonXContent; import org.opensearch.search.aggregations.BasePipelineAggregationTestCase; import org.opensearch.search.aggregations.PipelineAggregationBuilder; import org.opensearch.search.aggregations.pipeline.BucketHelpers.GapPolicy; import org.opensearch.search.aggregations.pipeline.HoltWintersModel.SeasonalityType; public class MovAvgTests extends BasePipelineAggregationTestCase { @Override protected MovAvgPipelineAggregationBuilder createTestAggregatorFactory() { String name = randomAlphaOfLengthBetween(3, 20); String bucketsPath = randomAlphaOfLengthBetween(3, 20); MovAvgPipelineAggregationBuilder factory = new MovAvgPipelineAggregationBuilder(name, bucketsPath); if (randomBoolean()) { factory.format(randomAlphaOfLengthBetween(1, 10)); } if (randomBoolean()) { factory.gapPolicy(randomFrom(GapPolicy.values())); } if (randomBoolean()) { switch (randomInt(4)) { case 0: factory.modelBuilder(new SimpleModel.SimpleModelBuilder()); factory.window(randomIntBetween(1, 100)); break; case 1: factory.modelBuilder(new LinearModel.LinearModelBuilder()); factory.window(randomIntBetween(1, 100)); break; case 2: if (randomBoolean()) { factory.modelBuilder(new EwmaModel.EWMAModelBuilder()); factory.window(randomIntBetween(1, 100)); } else { factory.modelBuilder(new EwmaModel.EWMAModelBuilder().alpha(randomDouble())); factory.window(randomIntBetween(1, 100)); } break; case 3: if (randomBoolean()) { factory.modelBuilder(new HoltLinearModel.HoltLinearModelBuilder()); factory.window(randomIntBetween(1, 100)); } else { factory.modelBuilder(new HoltLinearModel.HoltLinearModelBuilder().alpha(randomDouble()).beta(randomDouble())); factory.window(randomIntBetween(1, 100)); } break; case 4: default: if (randomBoolean()) { factory.modelBuilder(new HoltWintersModel.HoltWintersModelBuilder()); factory.window(randomIntBetween(2, 100)); } else { int period = randomIntBetween(1, 100); factory.modelBuilder( new HoltWintersModel.HoltWintersModelBuilder().alpha(randomDouble()) .beta(randomDouble()) .gamma(randomDouble()) .period(period) .seasonalityType(randomFrom(SeasonalityType.values())) .pad(randomBoolean()) ); factory.window(randomIntBetween(2 * period, 200 * period)); } break; } } factory.predict(randomIntBetween(1, 50)); if (factory.model().canBeMinimized() && randomBoolean()) { factory.minimize(randomBoolean()); } return factory; } @Override public void testFromXContent() throws IOException { super.testFromXContent(); assertWarnings("The moving_avg aggregation has been deprecated in favor of the moving_fn aggregation."); } public void testDefaultParsing() throws Exception { MovAvgPipelineAggregationBuilder expected = new MovAvgPipelineAggregationBuilder("commits_moving_avg", "commits"); String json = "{" + " \"commits_moving_avg\": {" + " \"moving_avg\": {" + " \"buckets_path\": \"commits\"" + " }" + " }" + "}"; PipelineAggregationBuilder newAgg = parse(createParser(JsonXContent.jsonXContent, json)); assertWarnings("The moving_avg aggregation has been deprecated in favor of the moving_fn aggregation."); assertNotSame(newAgg, expected); assertEquals(expected, newAgg); assertEquals(expected.hashCode(), newAgg.hashCode()); } /** * The validation should verify the parent aggregation is allowed. */ public void testValidate() throws IOException { assertThat( validate( PipelineAggregationHelperTests.getRandomSequentiallyOrderedParentAgg(), new MovAvgPipelineAggregationBuilder("name", "valid") ), nullValue() ); } /** * The validation should throw an IllegalArgumentException, since parent * aggregation is not a type of HistogramAggregatorFactory, * DateHistogramAggregatorFactory or AutoDateHistogramAggregatorFactory. */ public void testValidateException() throws IOException { assertThat( validate(emptyList(), new MovAvgPipelineAggregationBuilder("name", "invalid_agg>metric")), equalTo( "Validation Failed: 1: moving_avg aggregation [name] must have a histogram, date_histogram " + "or auto_date_histogram as parent but doesn't have a parent;" ) ); } }