/* 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. */ /* * Modifications Copyright OpenSearch Contributors. See * GitHub history for details. * * Licensed to Elasticsearch B.V. under one or more contributor * license agreements. See the NOTICE file distributed with * this work for additional information regarding copyright * ownership. Elasticsearch B.V. 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. */ using System; using System.Linq; using OpenSearch.OpenSearch.Xunit.XunitPlumbing; using FluentAssertions; using OpenSearch.Client; using Tests.Core.Extensions; using Tests.Core.ManagedOpenSearch.Clusters; using Tests.Domain; using Tests.Framework.EndpointTests.TestState; namespace Tests.Aggregations.Pipeline.MovingAverage { public class MovingAverageEwmaAggregationUsageTests : AggregationUsageTestBase { public MovingAverageEwmaAggregationUsageTests(ReadOnlyCluster cluster, EndpointUsage usage) : base(cluster, usage) { } protected override object AggregationJson => new { projects_started_per_month = new { date_histogram = new { field = "startedOn", calendar_interval = "month", min_doc_count = 0 }, aggs = new { commits = new { sum = new { field = "numberOfCommits" } }, commits_moving_avg = new { moving_avg = new { buckets_path = "commits", model = "ewma", settings = new { alpha = 0.3, } } } } } }; protected override Func, IAggregationContainer> FluentAggs => a => a .DateHistogram("projects_started_per_month", dh => dh .Field(p => p.StartedOn) .CalendarInterval(DateInterval.Month) .MinimumDocumentCount(0) .Aggregations(aa => aa .Sum("commits", sm => sm .Field(p => p.NumberOfCommits) ) .MovingAverage("commits_moving_avg", mv => mv .BucketsPath("commits") .Model(m => m .Ewma(e => e .Alpha(0.3f) ) ) ) ) ); protected override AggregationDictionary InitializerAggs => new DateHistogramAggregation("projects_started_per_month") { Field = "startedOn", CalendarInterval = DateInterval.Month, MinimumDocumentCount = 0, Aggregations = new SumAggregation("commits", "numberOfCommits") && new MovingAverageAggregation("commits_moving_avg", "commits") { Model = new EwmaModel { Alpha = 0.3f, } } }; protected override void ExpectResponse(ISearchResponse response) { response.ShouldBeValid(); var projectsPerMonth = response.Aggregations.DateHistogram("projects_started_per_month"); projectsPerMonth.Should().NotBeNull(); projectsPerMonth.Buckets.Should().NotBeNull(); projectsPerMonth.Buckets.Count.Should().BeGreaterThan(0); // average not calculated for the first bucket foreach (var item in projectsPerMonth.Buckets.Skip(1)) { var movingAvg = item.MovingAverage("commits_moving_avg"); movingAvg.Should().NotBeNull(); movingAvg.Value.Should().BeGreaterThan(0); } } } }