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Learing to Rank Query w/ RankLib Models
/*
* Copyright [2017] Wikimedia Foundation
*
* Licensed 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 com.o19s.es.ltr.feature.store;
import com.github.mustachejava.Mustache;
import com.o19s.es.ltr.LtrQueryContext;
import com.o19s.es.ltr.feature.Feature;
import com.o19s.es.ltr.feature.FeatureSet;
import com.o19s.es.template.mustache.MustacheUtils;
import org.apache.lucene.search.Query;
import org.apache.lucene.util.Accountable;
import org.apache.lucene.util.RamUsageEstimator;
import org.elasticsearch.common.ParsingException;
import org.elasticsearch.common.xcontent.LoggingDeprecationHandler;
import org.elasticsearch.common.xcontent.XContentFactory;
import org.elasticsearch.common.xcontent.XContentParser;
import org.elasticsearch.index.query.QueryBuilder;
import org.elasticsearch.index.query.QueryShardException;
import org.elasticsearch.index.query.Rewriteable;
import java.io.IOException;
import java.util.Collection;
import java.util.List;
import java.util.Map;
import java.util.stream.Collectors;
import static org.apache.lucene.util.RamUsageEstimator.NUM_BYTES_ARRAY_HEADER;
import static org.apache.lucene.util.RamUsageEstimator.NUM_BYTES_OBJECT_HEADER;
import static org.apache.lucene.util.RamUsageEstimator.NUM_BYTES_OBJECT_REF;
import static org.elasticsearch.index.query.AbstractQueryBuilder.parseInnerQueryBuilder;
public class PrecompiledTemplateFeature implements Feature, Accountable {
private static final long BASE_RAM_USED = RamUsageEstimator.shallowSizeOfInstance(StoredFeature.class);
private final String name;
private final Mustache template;
private final String templateString;
private final Collection queryParams;
private PrecompiledTemplateFeature(String name, Mustache template, String templateString, Collection queryParams) {
this.name = name;
this.template = template;
this.queryParams = queryParams;
this.templateString = templateString;
}
public static PrecompiledTemplateFeature compile(StoredFeature feature) {
assert MustacheUtils.TEMPLATE_LANGUAGE.equals(feature.templateLanguage());
Mustache mustache = MustacheUtils.compile(feature.name(), feature.template());
// TODO: figure out if we can inspect mustache to assert that feature.queryParams is valid
return new PrecompiledTemplateFeature(feature.name(), mustache, feature.template(), feature.queryParams());
}
@Override
public long ramBytesUsed() {
return BASE_RAM_USED +
(Character.BYTES * name.length()) + NUM_BYTES_ARRAY_HEADER +
queryParams.stream()
.mapToLong(x -> (Character.BYTES * x.length()) +
NUM_BYTES_OBJECT_REF + NUM_BYTES_OBJECT_HEADER + NUM_BYTES_ARRAY_HEADER).sum() +
(((Character.BYTES * templateString.length()) + NUM_BYTES_ARRAY_HEADER) * 2);
}
@Override
public String name() {
return name;
}
@Override
public Query doToQuery(LtrQueryContext context, FeatureSet set, Map params) {
List missingParams = queryParams.stream()
.filter((x) -> params == null || !params.containsKey(x))
.collect(Collectors.toList());
if (!missingParams.isEmpty()) {
String names = missingParams.stream().collect(Collectors.joining(","));
throw new IllegalArgumentException("Missing required param(s): [" + names + "]");
}
String query = MustacheUtils.execute(template, params);
try {
XContentParser parser = XContentFactory.xContent(query)
.createParser(context.getQueryShardContext().getXContentRegistry(),
LoggingDeprecationHandler.INSTANCE, query);
QueryBuilder queryBuilder = parseInnerQueryBuilder(parser);
// XXX: QueryShardContext extends QueryRewriteContext (for now)
return Rewriteable.rewrite(queryBuilder, context.getQueryShardContext()).toQuery(context.getQueryShardContext());
} catch (IOException | ParsingException | IllegalArgumentException e) {
// wrap common exceptions as well so we can attach the feature's name to the stack
throw new QueryShardException(context.getQueryShardContext(), "Cannot create query while parsing feature [" + name + "]", e);
}
}
@Override
public boolean equals(Object o) {
if (this == o) {
return true;
}
if (o == null || getClass() != o.getClass()) {
return false;
}
PrecompiledTemplateFeature that = (PrecompiledTemplateFeature) o;
if (!name.equals(that.name)) {
return false;
}
if (!templateString.equals(that.templateString)) {
return false;
}
return queryParams.equals(that.queryParams);
}
@Override
public int hashCode() {
int result = name.hashCode();
result = 31 * result + templateString.hashCode();
result = 31 * result + queryParams.hashCode();
return result;
}
}