
org.elasticsearch.search.suggest.phrase.StupidBackoff Maven / Gradle / Ivy
/*
* 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.suggest.phrase;
import org.apache.lucene.index.IndexReader;
import org.apache.lucene.index.Terms;
import org.apache.lucene.util.BytesRef;
import org.elasticsearch.common.io.stream.StreamInput;
import org.elasticsearch.common.io.stream.StreamOutput;
import org.elasticsearch.search.suggest.phrase.WordScorer.WordScorerFactory;
import org.elasticsearch.xcontent.ParseField;
import org.elasticsearch.xcontent.XContentBuilder;
import org.elasticsearch.xcontent.XContentParser;
import org.elasticsearch.xcontent.XContentParser.Token;
import java.io.IOException;
import java.util.Objects;
/**
* A "stupid-backoff" smoothing model similar to Katz's
* Backoff. This model is used as the default if no model is configured.
*
* See N-Gram
* Smoothing for details.
*
*/
public final class StupidBackoff extends SmoothingModel {
/**
* Default discount parameter for {@link StupidBackoff} smoothing
*/
public static final double DEFAULT_BACKOFF_DISCOUNT = 0.4;
public static final String NAME = "stupid_backoff";
private static final ParseField DISCOUNT_FIELD = new ParseField("discount");
static final ParseField PARSE_FIELD = new ParseField(NAME);
private double discount = DEFAULT_BACKOFF_DISCOUNT;
/**
* Creates a Stupid-Backoff smoothing model.
*
* @param discount
* the discount given to lower order ngrams if the higher order ngram doesn't exits
*/
public StupidBackoff(double discount) {
this.discount = discount;
}
/**
* Read from a stream.
*/
public StupidBackoff(StreamInput in) throws IOException {
discount = in.readDouble();
}
@Override
public void writeTo(StreamOutput out) throws IOException {
out.writeDouble(discount);
}
/**
* @return the discount parameter of the model
*/
public double getDiscount() {
return this.discount;
}
@Override
protected XContentBuilder innerToXContent(XContentBuilder builder, Params params) throws IOException {
builder.field(DISCOUNT_FIELD.getPreferredName(), discount);
return builder;
}
@Override
public String getWriteableName() {
return NAME;
}
@Override
protected boolean doEquals(SmoothingModel other) {
StupidBackoff otherModel = (StupidBackoff) other;
return Objects.equals(discount, otherModel.discount);
}
@Override
protected int doHashCode() {
return Objects.hash(discount);
}
public static SmoothingModel fromXContent(XContentParser parser) throws IOException {
XContentParser.Token token;
String fieldName = null;
double discount = DEFAULT_BACKOFF_DISCOUNT;
while ((token = parser.nextToken()) != Token.END_OBJECT) {
if (token == XContentParser.Token.FIELD_NAME) {
fieldName = parser.currentName();
}
if (token.isValue() && DISCOUNT_FIELD.match(fieldName, parser.getDeprecationHandler())) {
discount = parser.doubleValue();
}
}
return new StupidBackoff(discount);
}
@Override
public WordScorerFactory buildWordScorerFactory() {
return (IndexReader reader, Terms terms, String field, double realWordLikelihood, BytesRef separator) -> new StupidBackoffScorer(
reader,
terms,
field,
realWordLikelihood,
separator,
discount
);
}
}