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The Rank Eval module adds APIs to evaluate ranking quality.
/*
* 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.index.rankeval;
import org.elasticsearch.action.search.SearchType;
import org.elasticsearch.action.support.IndicesOptions;
import org.elasticsearch.client.node.NodeClient;
import org.elasticsearch.common.Strings;
import org.elasticsearch.rest.BaseRestHandler;
import org.elasticsearch.rest.RestRequest;
import org.elasticsearch.rest.action.RestToXContentListener;
import org.elasticsearch.xcontent.XContentParser;
import java.io.IOException;
import java.util.List;
import static java.util.Arrays.asList;
import static java.util.Collections.unmodifiableList;
import static org.elasticsearch.rest.RestRequest.Method.GET;
import static org.elasticsearch.rest.RestRequest.Method.POST;
/**
* {
* "requests": [{
* "id": "amsterdam_query",
* "request": {
* "query": {
* "match": {
* "text": "amsterdam"
* }
* }
* },
* "ratings": [{
* "_index": "foo",
* "_id": "doc1",
* "rating": 0
* },
* {
* "_index": "foo",
* "_id": "doc2",
* "rating": 1
* },
* {
* "_index": "foo",
* "_id": "doc3",
* "rating": 1
* }
* ]
* },
* {
* "id": "berlin_query",
* "request": {
* "query": {
* "match": {
* "text": "berlin"
* }
* },
* "size": 10
* },
* "ratings": [{
* "_index": "foo",
* "_id": "doc1",
* "rating": 1
* }]
* }
* ],
* "metric": {
* "precision": {
* "ignore_unlabeled": true
* }
* }
* }
*/
public class RestRankEvalAction extends BaseRestHandler {
public static String ENDPOINT = "_rank_eval";
@Override
public List routes() {
return unmodifiableList(
asList(
new Route(GET, "/" + ENDPOINT),
new Route(POST, "/" + ENDPOINT),
new Route(GET, "/{index}/" + ENDPOINT),
new Route(POST, "/{index}/" + ENDPOINT)
)
);
}
@Override
protected RestChannelConsumer prepareRequest(RestRequest request, NodeClient client) throws IOException {
RankEvalRequest rankEvalRequest = new RankEvalRequest();
try (XContentParser parser = request.contentOrSourceParamParser()) {
parseRankEvalRequest(rankEvalRequest, request, parser);
}
return channel -> client.executeLocally(
RankEvalAction.INSTANCE,
rankEvalRequest,
new RestToXContentListener(channel)
);
}
private static void parseRankEvalRequest(RankEvalRequest rankEvalRequest, RestRequest request, XContentParser parser) {
rankEvalRequest.indices(Strings.splitStringByCommaToArray(request.param("index")));
rankEvalRequest.indicesOptions(IndicesOptions.fromRequest(request, rankEvalRequest.indicesOptions()));
if (request.hasParam("search_type")) {
rankEvalRequest.searchType(SearchType.fromString(request.param("search_type")));
}
RankEvalSpec spec = RankEvalSpec.parse(parser);
rankEvalRequest.setRankEvalSpec(spec);
}
@Override
public String getName() {
return "rank_eval_action";
}
}