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搭建lucene的步骤这里就不详细介绍了,无外乎就是下载相关jar包,在eclipse中新建java工程,引入相关的jar包即可
本文主要在没有剖析lucene的源码之前实战一下,通过实战来促进研究
建立索引
下面的程序展示了indexer的使用
package com.wuyudong.mylucene; import org.apache.lucene.index.IndexWriter; import org.apache.lucene.analysis.standard.StandardAnalyzer; import org.apache.lucene.document.Document; import org.apache.lucene.document.Field; import org.apache.lucene.store.FSDirectory; import org.apache.lucene.store.Directory; import org.apache.lucene.util.Version; import java.io.File; import java.io.FileFilter; import java.io.IOException; import java.io.FileReader; public class IndexerTest { public static void main(String[] args) throws Exception { if (args.length != 2) { throw new IllegalArgumentException("Usage: java " + IndexerTest.class.getName() + " <index dir> <data dir>"); } String indexDir = args[0]; //1 指定目录创建索引 String dataDir = args[1]; //2 对指定目录中的*.txt文件进行索引 long start = System.currentTimeMillis(); IndexerTest indexer = new IndexerTest(indexDir); int numIndexed; try { numIndexed = indexer.index(dataDir, new TextFilesFilter()); } finally { indexer.close(); } long end = System.currentTimeMillis(); System.out.println("Indexing " + numIndexed + " files took " + (end - start) + " milliseconds"); } private IndexWriter writer; public IndexerTest(String indexDir) throws IOException { Directory dir = FSDirectory.open(new File(indexDir)); writer = new IndexWriter(dir, //3 创建IndexWriter new StandardAnalyzer( //3 Version.LUCENE_30),//3 true, //3 IndexWriter.MaxFieldLength.UNLIMITED); //3 } public void close() throws IOException { writer.close(); //4 关闭IndexWriter } public int index(String dataDir, FileFilter filter) throws Exception { File[] files = new File(dataDir).listFiles(); for (File f: files) { if (!f.isDirectory() && !f.isHidden() && f.exists() && f.canRead() && (filter == null || filter.accept(f))) { indexFile(f); } } return writer.numDocs(); //5 返回被索引的文档数 } private static class TextFilesFilter implements FileFilter { public boolean accept(File path) { return path.getName().toLowerCase() //6 只索引*.txt文件,采用FileFilter .endsWith(".txt"); //6 } } protected Document getDocument(File f) throws Exception { Document doc = new Document(); doc.add(new Field("contents", new FileReader(f))); //7 索引文件内容 doc.add(new Field("filename", f.getName(), //8 索引文件名 Field.Store.YES, Field.Index.NOT_ANALYZED));//8 doc.add(new Field("fullpath", f.getCanonicalPath(), //9 索引文件完整路径 Field.Store.YES, Field.Index.NOT_ANALYZED));//9 return doc; } private void indexFile(File f) throws Exception { System.out.println("Indexing " + f.getCanonicalPath()); Document doc = getDocument(f); writer.addDocument(doc); //10 向Lucene索引中添加文档 } }
在eclipse中配置好参数:
E:\luceneinaction\index E:\luceneinaction\lia2e\src\lia\meetlucene\data
运行结果如下:
Indexing E:\luceneinaction\lia2e\src\lia\meetlucene\data\apache1.0.txt
Indexing E:\luceneinaction\lia2e\src\lia\meetlucene\data\apache1.1.txt
Indexing E:\luceneinaction\lia2e\src\lia\meetlucene\data\apache2.0.txt
Indexing E:\luceneinaction\lia2e\src\lia\meetlucene\data\cpl1.0.txt
Indexing E:\luceneinaction\lia2e\src\lia\meetlucene\data\epl1.0.txt
Indexing E:\luceneinaction\lia2e\src\lia\meetlucene\data\freebsd.txt
Indexing E:\luceneinaction\lia2e\src\lia\meetlucene\data\gpl1.0.txt
Indexing E:\luceneinaction\lia2e\src\lia\meetlucene\data\gpl2.0.txt
Indexing E:\luceneinaction\lia2e\src\lia\meetlucene\data\gpl3.0.txt
Indexing E:\luceneinaction\lia2e\src\lia\meetlucene\data\lgpl2.1.txt
Indexing E:\luceneinaction\lia2e\src\lia\meetlucene\data\lgpl3.txt
Indexing E:\luceneinaction\lia2e\src\lia\meetlucene\data\lpgl2.0.txt
Indexing E:\luceneinaction\lia2e\src\lia\meetlucene\data\mit.txt
Indexing E:\luceneinaction\lia2e\src\lia\meetlucene\data\mozilla1.1.txt
Indexing E:\luceneinaction\lia2e\src\lia\meetlucene\data\mozilla_eula_firefox3.txt
Indexing E:\luceneinaction\lia2e\src\lia\meetlucene\data\mozilla_eula_thunderbird2.txt
Indexing 16 files took 888 milliseconds
在index文件内会产生索引文件:
由于被索引的文件都很小,数量也不大(如下图),但是会花费888ms,还是很让人不安
总体说来,搜索索引比建立索引重要,因为搜索很多次,而索引只是建立一次
搜索索引
接下来将创建一个程序 来对上面创建的索引进行搜索:
import org.apache.lucene.document.Document; import org.apache.lucene.search.IndexSearcher; import org.apache.lucene.search.Query; import org.apache.lucene.search.ScoreDoc; import org.apache.lucene.search.TopDocs; import org.apache.lucene.store.FSDirectory; import org.apache.lucene.store.Directory; import org.apache.lucene.queryParser.QueryParser; import org.apache.lucene.queryParser.ParseException; import org.apache.lucene.analysis.standard.StandardAnalyzer; import org.apache.lucene.util.Version; import java.io.File; import java.io.IOException; public class SearcherTest { public static void main(String[] args) throws IllegalArgumentException, IOException, ParseException { if (args.length != 2) { throw new IllegalArgumentException("Usage: java " + SearcherTest.class.getName() + " <index dir> <query>"); } String indexDir = args[0]; //1 解析输入的索引路径 String q = args[1]; //2 解析输入的查询字符串 search(indexDir, q); } public static void search(String indexDir, String q) throws IOException, ParseException { Directory dir = FSDirectory.open(new File(indexDir)); //3 打开索引文件 IndexSearcher is = new IndexSearcher(dir); //3 QueryParser parser = new QueryParser(Version.LUCENE_30, // 4 解析查询字符串 "contents", //4 new StandardAnalyzer( //4 Version.LUCENE_30)); //4 Query query = parser.parse(q); //4 long start = System.currentTimeMillis(); TopDocs hits = is.search(query, 10); //5 搜索索引 long end = System.currentTimeMillis(); System.err.println("Found " + hits.totalHits + //6 记录索引状态 " document(s) (in " + (end - start) + // 6 " milliseconds) that matched query '" + // 6 q + "':"); // 6 for(ScoreDoc scoreDoc : hits.scoreDocs) { Document doc = is.doc(scoreDoc.doc); //7 返回匹配文本 System.out.println(doc.get("fullpath")); //8 显示匹配文件名 } is.close(); //9 关闭IndexSearcher } }
设置好参数:E:\luceneinaction\index patent
运行结果如下:
Found 8 document(s) (in 12 milliseconds) that matched query 'patent':
E:\luceneinaction\lia2e\src\lia\meetlucene\data\cpl1.0.txt
E:\luceneinaction\lia2e\src\lia\meetlucene\data\mozilla1.1.txt
E:\luceneinaction\lia2e\src\lia\meetlucene\data\epl1.0.txt
E:\luceneinaction\lia2e\src\lia\meetlucene\data\gpl3.0.txt
E:\luceneinaction\lia2e\src\lia\meetlucene\data\apache2.0.txt
E:\luceneinaction\lia2e\src\lia\meetlucene\data\gpl2.0.txt
E:\luceneinaction\lia2e\src\lia\meetlucene\data\lpgl2.0.txt
E:\luceneinaction\lia2e\src\lia\meetlucene\data\lgpl2.1.txt
可以看到速度很快(12ms),打印的是文件的绝对路径,这是因为indexer存储的是文件的绝对路径