Lucene - 排序
在本章中,我们将研究 Lucene 默认给出搜索结果的排序顺序,或者可以根据需要进行操作的排序顺序。
按相关性排序
这是 Lucene 使用的默认排序模式。Lucene 按顶部最相关的点击提供结果。
private void sortUsingRelevance(String searchQuery) throws IOException, ParseException { searcher = new Searcher(indexDir); long startTime = System.currentTimeMillis(); //create a term to search file name Term term = new Term(LuceneConstants.FILE_NAME, searchQuery); //create the term query object Query query = new FuzzyQuery(term); searcher.setDefaultFieldSortScoring(true, false); //do the search TopDocs hits = searcher.search(query,Sort.RELEVANCE); long endTime = System.currentTimeMillis(); System.out.println(hits.totalHits + " documents found. Time :" + (endTime - startTime) + "ms"); for(ScoreDoc scoreDoc : hits.scoreDocs) { Document doc = searcher.getDocument(scoreDoc); System.out.print("Score: "+ scoreDoc.score + " "); System.out.println("File: "+ doc.get(LuceneConstants.FILE_PATH)); } searcher.close(); }
按索引顺序排序
Lucene 使用的就是这种排序模式。此处,第一个索引的文档首先显示在搜索结果中。
private void sortUsingIndex(String searchQuery) throws IOException, ParseException { searcher = new Searcher(indexDir); long startTime = System.currentTimeMillis(); //create a term to search file name Term term = new Term(LuceneConstants.FILE_NAME, searchQuery); //create the term query object Query query = new FuzzyQuery(term); searcher.setDefaultFieldSortScoring(true, false); //do the search TopDocs hits = searcher.search(query,Sort.INDEXORDER); long endTime = System.currentTimeMillis(); System.out.println(hits.totalHits + " documents found. Time :" + (endTime - startTime) + "ms"); for(ScoreDoc scoreDoc : hits.scoreDocs) { Document doc = searcher.getDocument(scoreDoc); System.out.print("Score: "+ scoreDoc.score + " "); System.out.println("File: "+ doc.get(LuceneConstants.FILE_PATH)); } searcher.close(); }
应用示例
让我们创建一个测试 Lucene 应用程序来测试排序过程。
步 | 描述 |
---|---|
1 | 按照Lucene - 第一个应用程序章节中的说明,在com.tutorialspoint.lucene包下创建一个名为LuceneFirstApplication的项目。您还可以使用在Lucene - 第一个应用程序章节中创建的项目来了解本章的搜索过程。 |
2 | 按照Lucene - 第一个应用程序章节中的说明创建LuceneConstants.java和Searcher.java。其余文件保持不变。 |
3 | 如下所述创建LuceneTester.java 。 |
4 | 清理并构建应用程序,以确保业务逻辑按照要求运行。 |
LuceneConstants.java
此类用于提供在示例应用程序中使用的各种常量。
package com.tutorialspoint.lucene; public class LuceneConstants { public static final String CONTENTS = "contents"; public static final String FILE_NAME = "filename"; public static final String FILE_PATH = "filepath"; public static final int MAX_SEARCH = 10; }
搜索器.java
该类用于读取对原始数据所做的索引并使用Lucene库搜索数据。
package com.tutorialspoint.lucene; import java.io.File; import java.io.IOException; import org.apache.lucene.analysis.standard.StandardAnalyzer; import org.apache.lucene.document.Document; import org.apache.lucene.index.CorruptIndexException; import org.apache.lucene.queryParser.ParseException; import org.apache.lucene.queryParser.QueryParser; import org.apache.lucene.search.IndexSearcher; import org.apache.lucene.search.Query; import org.apache.lucene.search.ScoreDoc; import org.apache.lucene.search.Sort; import org.apache.lucene.search.TopDocs; import org.apache.lucene.store.Directory; import org.apache.lucene.store.FSDirectory; import org.apache.lucene.util.Version; public class Searcher { IndexSearcher indexSearcher; QueryParser queryParser; Query query; public Searcher(String indexDirectoryPath) throws IOException { Directory indexDirectory = FSDirectory.open(new File(indexDirectoryPath)); indexSearcher = new IndexSearcher(indexDirectory); queryParser = new QueryParser(Version.LUCENE_36, LuceneConstants.CONTENTS, new StandardAnalyzer(Version.LUCENE_36)); } public TopDocs search( String searchQuery) throws IOException, ParseException { query = queryParser.parse(searchQuery); return indexSearcher.search(query, LuceneConstants.MAX_SEARCH); } public TopDocs search(Query query) throws IOException, ParseException { return indexSearcher.search(query, LuceneConstants.MAX_SEARCH); } public TopDocs search(Query query,Sort sort) throws IOException, ParseException { return indexSearcher.search(query, LuceneConstants.MAX_SEARCH,sort); } public void setDefaultFieldSortScoring(boolean doTrackScores, boolean doMaxScores) { indexSearcher.setDefaultFieldSortScoring( doTrackScores,doMaxScores); } public Document getDocument(ScoreDoc scoreDoc) throws CorruptIndexException, IOException { return indexSearcher.doc(scoreDoc.doc); } public void close() throws IOException { indexSearcher.close(); } }
LuceneTester.java
该类用于测试Lucene库的搜索能力。
package com.tutorialspoint.lucene; import java.io.IOException; import org.apache.lucene.document.Document; import org.apache.lucene.index.Term; import org.apache.lucene.queryParser.ParseException; import org.apache.lucene.search.FuzzyQuery; import org.apache.lucene.search.Query; import org.apache.lucene.search.ScoreDoc; import org.apache.lucene.search.Sort; import org.apache.lucene.search.TopDocs; public class LuceneTester { String indexDir = "E:\\Lucene\\Index"; String dataDir = "E:\\Lucene\\Data"; Indexer indexer; Searcher searcher; public static void main(String[] args) { LuceneTester tester; try { tester = new LuceneTester(); tester.sortUsingRelevance("cord3.txt"); tester.sortUsingIndex("cord3.txt"); } catch (IOException e) { e.printStackTrace(); } catch (ParseException e) { e.printStackTrace(); } } private void sortUsingRelevance(String searchQuery) throws IOException, ParseException { searcher = new Searcher(indexDir); long startTime = System.currentTimeMillis(); //create a term to search file name Term term = new Term(LuceneConstants.FILE_NAME, searchQuery); //create the term query object Query query = new FuzzyQuery(term); searcher.setDefaultFieldSortScoring(true, false); //do the search TopDocs hits = searcher.search(query,Sort.RELEVANCE); long endTime = System.currentTimeMillis(); System.out.println(hits.totalHits + " documents found. Time :" + (endTime - startTime) + "ms"); for(ScoreDoc scoreDoc : hits.scoreDocs) { Document doc = searcher.getDocument(scoreDoc); System.out.print("Score: "+ scoreDoc.score + " "); System.out.println("File: "+ doc.get(LuceneConstants.FILE_PATH)); } searcher.close(); } private void sortUsingIndex(String searchQuery) throws IOException, ParseException { searcher = new Searcher(indexDir); long startTime = System.currentTimeMillis(); //create a term to search file name Term term = new Term(LuceneConstants.FILE_NAME, searchQuery); //create the term query object Query query = new FuzzyQuery(term); searcher.setDefaultFieldSortScoring(true, false); //do the search TopDocs hits = searcher.search(query,Sort.INDEXORDER); long endTime = System.currentTimeMillis(); System.out.println(hits.totalHits + " documents found. Time :" + (endTime - startTime) + "ms"); for(ScoreDoc scoreDoc : hits.scoreDocs) { Document doc = searcher.getDocument(scoreDoc); System.out.print("Score: "+ scoreDoc.score + " "); System.out.println("File: "+ doc.get(LuceneConstants.FILE_PATH)); } searcher.close(); } }
数据和索引目录创建
我们使用了从 record1.txt 到 record10.txt 的 10 个文本文件,其中包含学生的姓名和其他详细信息,并将它们放在目录E:\Lucene\Data 中。 测试数据。索引目录路径应创建为 E:\Lucene\Index。运行Lucene - 索引过程一章中的索引程序后,您可以看到在该文件夹中创建的索引文件列表。
运行程序
完成源、原始数据、数据目录、索引目录和索引的创建后,您就可以编译并运行程序了。为此,请保持LuceneTester.Java文件选项卡处于活动状态,并使用 Eclipse IDE 中提供的“运行”选项或使用Ctrl + F11编译并运行LuceneTester应用程序。如果您的应用程序成功运行,它将在 Eclipse IDE 的控制台中打印以下消息 -
10 documents found. Time :31ms Score: 1.3179655 File: E:\Lucene\Data\record3.txt Score: 0.790779 File: E:\Lucene\Data\record1.txt Score: 0.790779 File: E:\Lucene\Data\record2.txt Score: 0.790779 File: E:\Lucene\Data\record4.txt Score: 0.790779 File: E:\Lucene\Data\record5.txt Score: 0.790779 File: E:\Lucene\Data\record6.txt Score: 0.790779 File: E:\Lucene\Data\record7.txt Score: 0.790779 File: E:\Lucene\Data\record8.txt Score: 0.790779 File: E:\Lucene\Data\record9.txt Score: 0.2635932 File: E:\Lucene\Data\record10.txt 10 documents found. Time :0ms Score: 0.790779 File: E:\Lucene\Data\record1.txt Score: 0.2635932 File: E:\Lucene\Data\record10.txt Score: 0.790779 File: E:\Lucene\Data\record2.txt Score: 1.3179655 File: E:\Lucene\Data\record3.txt Score: 0.790779 File: E:\Lucene\Data\record4.txt Score: 0.790779 File: E:\Lucene\Data\record5.txt Score: 0.790779 File: E:\Lucene\Data\record6.txt Score: 0.790779 File: E:\Lucene\Data\record7.txt Score: 0.790779 File: E:\Lucene\Data\record8.txt Score: 0.790779 File: E:\Lucene\Data\record9.txt