/* * 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. */ package org.elasticsearch.search.aggregations.pipeline.derivative; import org.elasticsearch.common.io.stream.StreamInput; import org.elasticsearch.common.io.stream.StreamOutput; import org.elasticsearch.search.DocValueFormat; import org.elasticsearch.search.aggregations.InternalAggregation; import org.elasticsearch.search.aggregations.InternalAggregation.ReduceContext; import org.elasticsearch.search.aggregations.InternalAggregations; import org.elasticsearch.search.aggregations.InternalMultiBucketAggregation; import org.elasticsearch.search.aggregations.bucket.MultiBucketsAggregation.Bucket; import org.elasticsearch.search.aggregations.bucket.histogram.HistogramFactory; import org.elasticsearch.search.aggregations.pipeline.BucketHelpers.GapPolicy; import org.elasticsearch.search.aggregations.pipeline.PipelineAggregator; import java.io.IOException; import java.util.ArrayList; import java.util.List; import java.util.Map; import java.util.stream.Collectors; import java.util.stream.StreamSupport; import static org.elasticsearch.search.aggregations.pipeline.BucketHelpers.resolveBucketValue; public class DerivativePipelineAggregator extends PipelineAggregator { private final DocValueFormat formatter; private final GapPolicy gapPolicy; private final Double xAxisUnits; public DerivativePipelineAggregator(String name, String[] bucketsPaths, DocValueFormat formatter, GapPolicy gapPolicy, Long xAxisUnits, Map<String, Object> metadata) { super(name, bucketsPaths, metadata); this.formatter = formatter; this.gapPolicy = gapPolicy; this.xAxisUnits = xAxisUnits == null ? null : (double) xAxisUnits; } /** * Read from a stream. */ public DerivativePipelineAggregator(StreamInput in) throws IOException { super(in); formatter = in.readNamedWriteable(DocValueFormat.class); gapPolicy = GapPolicy.readFrom(in); xAxisUnits = in.readOptionalDouble(); } @Override public void doWriteTo(StreamOutput out) throws IOException { out.writeNamedWriteable(formatter); gapPolicy.writeTo(out); out.writeOptionalDouble(xAxisUnits); } @Override public String getWriteableName() { return DerivativePipelineAggregationBuilder.NAME; } @Override public InternalAggregation reduce(InternalAggregation aggregation, ReduceContext reduceContext) { InternalMultiBucketAggregation<? extends InternalMultiBucketAggregation, ? extends InternalMultiBucketAggregation.InternalBucket> histo = (InternalMultiBucketAggregation<? extends InternalMultiBucketAggregation, ? extends InternalMultiBucketAggregation.InternalBucket>) aggregation; List<? extends InternalMultiBucketAggregation.InternalBucket> buckets = histo.getBuckets(); HistogramFactory factory = (HistogramFactory) histo; List<Bucket> newBuckets = new ArrayList<>(); Number lastBucketKey = null; Double lastBucketValue = null; for (InternalMultiBucketAggregation.InternalBucket bucket : buckets) { Number thisBucketKey = factory.getKey(bucket); Double thisBucketValue = resolveBucketValue(histo, bucket, bucketsPaths()[0], gapPolicy); if (lastBucketValue != null && thisBucketValue != null) { double gradient = thisBucketValue - lastBucketValue; double xDiff = -1; if (xAxisUnits != null) { xDiff = (thisBucketKey.doubleValue() - lastBucketKey.doubleValue()) / xAxisUnits; } final List<InternalAggregation> aggs = StreamSupport.stream(bucket.getAggregations().spliterator(), false).map((p) -> { return (InternalAggregation) p; }).collect(Collectors.toList()); aggs.add(new InternalDerivative(name(), gradient, xDiff, formatter, new ArrayList<PipelineAggregator>(), metaData())); Bucket newBucket = factory.createBucket(factory.getKey(bucket), bucket.getDocCount(), new InternalAggregations(aggs)); newBuckets.add(newBucket); } else { newBuckets.add(bucket); } lastBucketKey = thisBucketKey; lastBucketValue = thisBucketValue; } return factory.createAggregation(newBuckets); } }