org.elasticsearch.search.aggregations.pipeline.DerivativePipelineAggregator Maven / Gradle / Ivy

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/*
 * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
 * or more contributor license agreements. Licensed under the Elastic License
 * 2.0 and the Server Side Public License, v 1; you may not use this file except
 * in compliance with, at your election, the Elastic License 2.0 or the Server
 * Side Public License, v 1.
 */

package org.elasticsearch.search.aggregations.pipeline;

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 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;

    DerivativePipelineAggregator(
        String name,
        String[] bucketsPaths,
        DocValueFormat formatter,
        GapPolicy gapPolicy,
        Long xAxisUnits,
        Map 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) {
        @SuppressWarnings("rawtypes")
        InternalMultiBucketAggregation<
            ? extends InternalMultiBucketAggregation,
            ? extends InternalMultiBucketAggregation.InternalBucket> histo = (InternalMultiBucketAggregation<
                ? extends InternalMultiBucketAggregation,
                ? extends InternalMultiBucketAggregation.InternalBucket>) aggregation;
        List buckets = histo.getBuckets();
        HistogramFactory factory = (HistogramFactory) histo;

        List 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 aggs = StreamSupport.stream(bucket.getAggregations().spliterator(), false)
                    .map((p) -> { return (InternalAggregation) p; })
                    .collect(Collectors.toList());
                aggs.add(new InternalDerivative(name(), gradient, xDiff, formatter, metadata()));
                Bucket newBucket = factory.createBucket(factory.getKey(bucket), bucket.getDocCount(), InternalAggregations.from(aggs));
                newBuckets.add(newBucket);
            } else {
                newBuckets.add(bucket);
            }
            lastBucketKey = thisBucketKey;
            lastBucketValue = thisBucketValue;
        }
        return factory.createAggregation(newBuckets);
    }
}