Add KeywordField and StringValueFacetCounts example (#12817)

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Stefan Vodita 2023-11-22 16:32:05 +00:00 committed by GitHub
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/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You 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 org.apache.lucene.demo.facet;
import java.io.IOException;
import java.util.ArrayList;
import java.util.List;
import org.apache.lucene.analysis.core.WhitespaceAnalyzer;
import org.apache.lucene.document.Document;
import org.apache.lucene.document.Field;
import org.apache.lucene.document.KeywordField;
import org.apache.lucene.document.SortedDocValuesField;
import org.apache.lucene.facet.FacetResult;
import org.apache.lucene.facet.Facets;
import org.apache.lucene.facet.FacetsCollector;
import org.apache.lucene.facet.FacetsConfig;
import org.apache.lucene.facet.StringDocValuesReaderState;
import org.apache.lucene.facet.StringValueFacetCounts;
import org.apache.lucene.index.DirectoryReader;
import org.apache.lucene.index.IndexWriter;
import org.apache.lucene.index.IndexWriterConfig;
import org.apache.lucene.index.IndexWriterConfig.OpenMode;
import org.apache.lucene.search.IndexSearcher;
import org.apache.lucene.search.MatchAllDocsQuery;
import org.apache.lucene.store.ByteBuffersDirectory;
import org.apache.lucene.store.Directory;
import org.apache.lucene.util.BytesRef;
/**
* Demonstrate the use of {@link StringValueFacetCounts} over {@link SortedDocValuesField} and
* {@link KeywordField}.
*/
public class StringValueFacetCountsExample {
private final Directory indexDir = new ByteBuffersDirectory();
private final FacetsConfig config = new FacetsConfig();
/** Empty constructor */
public StringValueFacetCountsExample() {}
/** Build the example index. */
private void index() throws IOException {
IndexWriter indexWriter =
new IndexWriter(
indexDir, new IndexWriterConfig(new WhitespaceAnalyzer()).setOpenMode(OpenMode.CREATE));
Document doc = new Document();
doc.add(new KeywordField("Author", "Bob", Field.Store.NO));
doc.add(new SortedDocValuesField("Publish Year", new BytesRef("2010")));
indexWriter.addDocument(config.build(doc));
doc = new Document();
doc.add(new KeywordField("Author", "Lisa", Field.Store.NO));
doc.add(new SortedDocValuesField("Publish Year", new BytesRef("2010")));
indexWriter.addDocument(config.build(doc));
doc = new Document();
doc.add(new KeywordField("Author", "Lisa", Field.Store.NO));
doc.add(new SortedDocValuesField("Publish Year", new BytesRef("2012")));
indexWriter.addDocument(config.build(doc));
doc = new Document();
doc.add(new KeywordField("Author", "Susan", Field.Store.NO));
doc.add(new SortedDocValuesField("Publish Year", new BytesRef("2012")));
indexWriter.addDocument(config.build(doc));
doc = new Document();
doc.add(new KeywordField("Author", "Frank", Field.Store.NO));
doc.add(new SortedDocValuesField("Publish Year", new BytesRef("1999")));
indexWriter.addDocument(config.build(doc));
indexWriter.close();
}
/** User runs a query and counts facets. */
private List<FacetResult> search() throws IOException {
DirectoryReader indexReader = DirectoryReader.open(indexDir);
IndexSearcher searcher = new IndexSearcher(indexReader);
StringDocValuesReaderState authorState = new StringDocValuesReaderState(indexReader, "Author");
StringDocValuesReaderState publishState =
new StringDocValuesReaderState(indexReader, "Publish Year");
// Aggregatses the facet counts
FacetsCollector fc = new FacetsCollector();
// MatchAllDocsQuery is for "browsing" (counts facets
// for all non-deleted docs in the index); normally
// you'd use a "normal" query:
FacetsCollector.search(searcher, new MatchAllDocsQuery(), 10, fc);
// Retrieve results
Facets authorFacets = new StringValueFacetCounts(authorState, fc);
Facets publishFacets = new StringValueFacetCounts(publishState, fc);
List<FacetResult> results = new ArrayList<>();
results.add(authorFacets.getTopChildren(10, "Author"));
results.add(publishFacets.getTopChildren(10, "Publish Year"));
indexReader.close();
return results;
}
/** Runs the search example. */
public List<FacetResult> runSearch() throws IOException {
index();
return search();
}
/** Runs the search and drill-down examples and prints the results. */
public static void main(String[] args) throws Exception {
System.out.println("Facet counting example:");
System.out.println("-----------------------");
StringValueFacetCountsExample example = new StringValueFacetCountsExample();
List<FacetResult> results = example.runSearch();
System.out.println("Author: " + results.get(0));
System.out.println("Publish Year: " + results.get(1));
}
}