org.elasticsearch.search.aggregations.metrics.percentiles.PercentileRanksAggregationBuilder Maven / Gradle / Ivy
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* the Apache License, Version 2.0 (the "License"); you may
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* http://www.apache.org/licenses/LICENSE-2.0
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* Unless required by applicable law or agreed to in writing,
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package org.elasticsearch.search.aggregations.metrics.percentiles;
import org.elasticsearch.common.ParseField;
import org.elasticsearch.common.io.stream.StreamInput;
import org.elasticsearch.common.io.stream.StreamOutput;
import org.elasticsearch.common.xcontent.ConstructingObjectParser;
import org.elasticsearch.common.xcontent.ContextParser;
import org.elasticsearch.common.xcontent.ObjectParser;
import org.elasticsearch.common.xcontent.XContentBuilder;
import org.elasticsearch.common.xcontent.XContentParser;
import org.elasticsearch.search.aggregations.AggregationBuilder;
import org.elasticsearch.search.aggregations.AggregatorFactories.Builder;
import org.elasticsearch.search.aggregations.AggregatorFactory;
import org.elasticsearch.search.aggregations.metrics.percentiles.hdr.HDRPercentileRanksAggregatorFactory;
import org.elasticsearch.search.aggregations.metrics.percentiles.tdigest.TDigestPercentileRanksAggregatorFactory;
import org.elasticsearch.search.aggregations.support.ValueType;
import org.elasticsearch.search.aggregations.support.ValuesSource;
import org.elasticsearch.search.aggregations.support.ValuesSource.Numeric;
import org.elasticsearch.search.aggregations.support.ValuesSourceAggregationBuilder.LeafOnly;
import org.elasticsearch.search.aggregations.support.ValuesSourceAggregatorFactory;
import org.elasticsearch.search.aggregations.support.ValuesSourceConfig;
import org.elasticsearch.search.aggregations.support.ValuesSourceParserHelper;
import org.elasticsearch.search.aggregations.support.ValuesSourceType;
import org.elasticsearch.search.internal.SearchContext;
import java.io.IOException;
import java.util.Arrays;
import java.util.List;
import java.util.Objects;
import java.util.function.BiConsumer;
import static org.elasticsearch.common.xcontent.ConstructingObjectParser.constructorArg;
public class PercentileRanksAggregationBuilder extends LeafOnly {
public static final String NAME = PercentileRanks.TYPE_NAME;
public static final ParseField VALUES_FIELD = new ParseField("values");
private static class TDigestOptions {
Double compression;
}
private static final ObjectParser TDIGEST_OPTIONS_PARSER =
new ObjectParser<>(PercentilesMethod.TDIGEST.getParseField().getPreferredName(), TDigestOptions::new);
static {
TDIGEST_OPTIONS_PARSER.declareDouble((opts, compression) -> opts.compression = compression, new ParseField("compression"));
}
private static class HDROptions {
Integer numberOfSigDigits;
}
private static final ObjectParser HDR_OPTIONS_PARSER =
new ObjectParser<>(PercentilesMethod.HDR.getParseField().getPreferredName(), HDROptions::new);
static {
HDR_OPTIONS_PARSER.declareInt((opts, numberOfSigDigits) -> opts.numberOfSigDigits = numberOfSigDigits,
new ParseField("number_of_significant_value_digits"));
}
// The builder requires two parameters for the constructor: aggregation name and values array. The
// agg name is supplied externally via the Parser's context (as a String), while the values array
// is parsed from the request and supplied to the ConstructingObjectParser as a ctor argument
private static final ConstructingObjectParser PARSER;
static {
PARSER = new ConstructingObjectParser<>(PercentileRanksAggregationBuilder.NAME, false,
(a, context) -> new PercentileRanksAggregationBuilder(context, (List) a[0]));
ValuesSourceParserHelper.declareNumericFields(PARSER, true, false, false);
PARSER.declareDoubleArray(constructorArg(), VALUES_FIELD);
PARSER.declareBoolean(PercentileRanksAggregationBuilder::keyed, PercentilesAggregationBuilder.KEYED_FIELD);
PARSER.declareField((b, v) -> {
b.method(PercentilesMethod.TDIGEST);
if (v.compression != null) {
b.compression(v.compression);
}
}, TDIGEST_OPTIONS_PARSER::parse, PercentilesMethod.TDIGEST.getParseField(), ObjectParser.ValueType.OBJECT);
PARSER.declareField((b, v) -> {
b.method(PercentilesMethod.HDR);
if (v.numberOfSigDigits != null) {
b.numberOfSignificantValueDigits(v.numberOfSigDigits);
}
}, HDR_OPTIONS_PARSER::parse, PercentilesMethod.HDR.getParseField(), ObjectParser.ValueType.OBJECT);
}
public static AggregationBuilder parse(String aggregationName, XContentParser parser) throws IOException {
// the aggregation name is supplied to the parser as a Context. See note at top of Parser for more details
return PARSER.parse(parser, aggregationName);
}
private double[] values;
private PercentilesMethod method = PercentilesMethod.TDIGEST;
private int numberOfSignificantValueDigits = 3;
private double compression = 100.0;
private boolean keyed = true;
private PercentileRanksAggregationBuilder(String name, List values) {
this(name, values.stream().mapToDouble(Double::doubleValue).toArray());
}
public PercentileRanksAggregationBuilder(String name, double[] values) {
super(name, ValuesSourceType.NUMERIC, ValueType.NUMERIC);
if (values == null) {
throw new IllegalArgumentException("[values] must not be null: [" + name + "]");
}
if (values.length == 0) {
throw new IllegalArgumentException("[values] must not be an empty array: [" + name + "]");
}
double[] sortedValues = Arrays.copyOf(values, values.length);
Arrays.sort(sortedValues);
this.values = sortedValues;
}
/**
* Read from a stream.
*/
public PercentileRanksAggregationBuilder(StreamInput in) throws IOException {
super(in, ValuesSourceType.NUMERIC, ValueType.NUMERIC);
values = in.readDoubleArray();
keyed = in.readBoolean();
numberOfSignificantValueDigits = in.readVInt();
compression = in.readDouble();
method = PercentilesMethod.readFromStream(in);
}
@Override
protected void innerWriteTo(StreamOutput out) throws IOException {
out.writeDoubleArray(values);
out.writeBoolean(keyed);
out.writeVInt(numberOfSignificantValueDigits);
out.writeDouble(compression);
method.writeTo(out);
}
/**
* Get the values to compute percentiles from.
*/
public double[] values() {
return values;
}
/**
* Set whether the XContent response should be keyed
*/
public PercentileRanksAggregationBuilder keyed(boolean keyed) {
this.keyed = keyed;
return this;
}
/**
* Get whether the XContent response should be keyed
*/
public boolean keyed() {
return keyed;
}
/**
* Expert: set the number of significant digits in the values. Only relevant
* when using {@link PercentilesMethod#HDR}.
*/
public PercentileRanksAggregationBuilder numberOfSignificantValueDigits(int numberOfSignificantValueDigits) {
if (numberOfSignificantValueDigits < 0 || numberOfSignificantValueDigits > 5) {
throw new IllegalArgumentException("[numberOfSignificantValueDigits] must be between 0 and 5: [" + name + "]");
}
this.numberOfSignificantValueDigits = numberOfSignificantValueDigits;
return this;
}
/**
* Expert: get the number of significant digits in the values. Only relevant
* when using {@link PercentilesMethod#HDR}.
*/
public int numberOfSignificantValueDigits() {
return numberOfSignificantValueDigits;
}
/**
* Expert: set the compression. Higher values improve accuracy but also
* memory usage. Only relevant when using {@link PercentilesMethod#TDIGEST}.
*/
public PercentileRanksAggregationBuilder compression(double compression) {
if (compression < 0.0) {
throw new IllegalArgumentException(
"[compression] must be greater than or equal to 0. Found [" + compression + "] in [" + name + "]");
}
this.compression = compression;
return this;
}
/**
* Expert: get the compression. Higher values improve accuracy but also
* memory usage. Only relevant when using {@link PercentilesMethod#TDIGEST}.
*/
public double compression() {
return compression;
}
public PercentileRanksAggregationBuilder method(PercentilesMethod method) {
if (method == null) {
throw new IllegalArgumentException("[method] must not be null: [" + name + "]");
}
this.method = method;
return this;
}
public PercentilesMethod method() {
return method;
}
@Override
protected ValuesSourceAggregatorFactory innerBuild(SearchContext context, ValuesSourceConfig config,
AggregatorFactory parent, Builder subFactoriesBuilder) throws IOException {
switch (method) {
case TDIGEST:
return new TDigestPercentileRanksAggregatorFactory(name, config, values, compression, keyed, context, parent,
subFactoriesBuilder, metaData);
case HDR:
return new HDRPercentileRanksAggregatorFactory(name, config, values, numberOfSignificantValueDigits, keyed, context,
parent, subFactoriesBuilder, metaData);
default:
throw new IllegalStateException("Illegal method [" + method + "]");
}
}
@Override
protected XContentBuilder doXContentBody(XContentBuilder builder, Params params) throws IOException {
builder.array(VALUES_FIELD.getPreferredName(), values);
builder.field(PercentilesAggregationBuilder.KEYED_FIELD.getPreferredName(), keyed);
builder.startObject(method.toString());
if (method == PercentilesMethod.TDIGEST) {
builder.field(PercentilesAggregationBuilder.COMPRESSION_FIELD.getPreferredName(), compression);
} else {
builder.field(PercentilesAggregationBuilder.NUMBER_SIGNIFICANT_DIGITS_FIELD.getPreferredName(), numberOfSignificantValueDigits);
}
builder.endObject();
return builder;
}
@Override
protected boolean innerEquals(Object obj) {
PercentileRanksAggregationBuilder other = (PercentileRanksAggregationBuilder) obj;
if (!Objects.equals(method, other.method)) {
return false;
}
boolean equalSettings = false;
switch (method) {
case HDR:
equalSettings = Objects.equals(numberOfSignificantValueDigits, other.numberOfSignificantValueDigits);
break;
case TDIGEST:
equalSettings = Objects.equals(compression, other.compression);
break;
default:
throw new IllegalStateException("Illegal method [" + method + "]");
}
return equalSettings
&& Objects.deepEquals(values, other.values)
&& Objects.equals(keyed, other.keyed)
&& Objects.equals(method, other.method);
}
@Override
protected int innerHashCode() {
switch (method) {
case HDR:
return Objects.hash(Arrays.hashCode(values), keyed, numberOfSignificantValueDigits, method);
case TDIGEST:
return Objects.hash(Arrays.hashCode(values), keyed, compression, method);
default:
throw new IllegalStateException("Illegal method [" + method + "]");
}
}
@Override
public String getType() {
return NAME;
}
}
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