Lucene创建索引入门案例

来源:互联网 发布:网络电视盒什么牌子好 编辑:程序博客网 时间:2024/06/05 05:08

最近在学习lucene,参考网上的资料写了一个简单搜索demo;

项目jar包:


//索引关键类

<pre name="code" class="java">package com.lucene.index;import java.io.File;import java.io.IOException;import java.io.StringReader;import java.util.ArrayList;import java.util.List;import org.apache.lucene.analysis.Analyzer;import org.apache.lucene.analysis.TokenStream;import org.apache.lucene.analysis.tokenattributes.CharTermAttribute;import org.apache.lucene.document.Document;import org.apache.lucene.document.Field;import org.apache.lucene.index.CorruptIndexException;import org.apache.lucene.index.IndexReader;import org.apache.lucene.index.IndexWriter;import org.apache.lucene.index.IndexWriterConfig;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.TopDocs;import org.apache.lucene.store.Directory;import org.apache.lucene.store.FSDirectory;import org.apache.lucene.store.LockObtainFailedException;import org.apache.lucene.util.Version;import org.wltea.analyzer.lucene.IKAnalyzer;import com.lucene.vo.User;/** *  * lucene 检索内存索引 非常简单的例子  *  * @author Administrator  *   */public class searchIndex {private String[] ids = { "1", "2", "3", "4", "5", "6" };private String[] emails = { "aa@itat.org", "bb@itat.org", "cc@cc.org", "dd@sina.org", "ee@zttc.edu", "ff@itat.org" };//private String[] contents = { "welcome to visited the space,I like book", "hello boy, I like pingpeng ball", "my name is cc I like game", "I like football",//"I like football and I like basketball too", "I like movie and swim" };private String[] contents = { "创建一个内存目录对象,所以这里生成的索引会放在磁盘中,而不是在内存中", "创建索引写入对象,该对象既可以把索引写入到磁盘中也可以写入到内存中", "分词器,分词器就是将检索的关键字分割成一组组词组, 它是lucene检索查询的一大特色之一", "这个是分词器拆分最大长度,因为各种不同类型的分词器拆分的字符颗粒细化程度不一样,所以需要设置一个最长的拆分长度","文档对象,在lucene中创建的索引可以看成数据库中的一张表,表中也可以有字段,往里面添加内容之后可以根据字段去匹配查询", "I like movie and swim" };private String[] names = { "zhangsan", "lisi", "john", "jetty", "mike", "jake" };// 创建一个内存目录对象,所以这里生成的索引会放在磁盘中,而不是在内存中。private Directory directory = null;//IK分词器IKAnalyzer analyzer = null;public searchIndex() {try {directory = FSDirectory.open(new File("H:/lucene/index"));analyzer = new IKAnalyzer(true);} catch (IOException e) {// TODO Auto-generated catch blocke.printStackTrace();}}public void index() {/* * 创建索引写入对象,该对象既可以把索引写入到磁盘中也可以写入到内存中。 */IndexWriter writer;try {writer = new IndexWriter(directory, new IndexWriterConfig(Version.LUCENE_36, analyzer));//创建之前先删除writer.deleteAll();// 创建Document// 文档对象,在lucene中创建的索引可以看成数据库中的一张表,表中也可以有字段,往里面添加内容之后可以根据字段去匹配查询Document doc =null;for(int i=0;i<ids.length;i++){doc = new Document();doc.add(new Field("id", ids[i], Field.Store.YES, Field.Index.NOT_ANALYZED_NO_NORMS));doc.add(new Field("email", emails[i], Field.Store.YES, Field.Index.NOT_ANALYZED));doc.add(new Field("content", contents[i], Field.Store.NO, Field.Index.ANALYZED));doc.add(new Field("name", names[i], Field.Store.YES, Field.Index.NOT_ANALYZED_NO_NORMS));writer.addDocument(doc);}writer.close(); } catch (CorruptIndexException e) {// TODO Auto-generated catch blocke.printStackTrace();} catch (LockObtainFailedException e) {// TODO Auto-generated catch blocke.printStackTrace();} catch (IOException e) {// TODO Auto-generated catch blocke.printStackTrace();}}public List<User> search(String keyword) {long startTime = System.currentTimeMillis();System.out.println("*****************检索开始**********************");List<User> userList = new ArrayList<User>();IndexReader reader;try {reader = IndexReader.open(directory);// 创建IndexSearcher 检索索引的对象,里面要传递上面写入的内存目录对象directoryIndexSearcher searcher = new IndexSearcher(reader);// 根据搜索关键字 封装一个term组合对象,然后封装成Query查询对象QueryParser queryParser = new QueryParser(Version.LUCENE_36, "content", analyzer);Query query = queryParser.parse(keyword);// 去索引目录中查询,返回的是TopDocs对象,里面存放的就是上面放的document文档对象TopDocs rs = searcher.search(query, null, 10);long endTime = System.currentTimeMillis();System.out.println("总共花费" + (endTime - startTime) + "毫秒,检索到" + rs.totalHits + "条记录。");User user = null;for (int i = 0; i < rs.scoreDocs.length; i++) {// rs.scoreDocs[i].doc 是获取索引中的标志位id, 从0开始记录Document firstHit = searcher.doc(rs.scoreDocs[i].doc);user = new User();user.setId(Long.parseLong(firstHit.get("id")));user.setName(firstHit.get("name"));user.setSex(firstHit.get("sex"));user.setDosomething(firstHit.get("dosometing"));user.setEmail(firstHit.get("email"));user.setContent(firstHit.get("content"));userList.add(user);//System.out.println("name:" + firstHit.get("name"));//System.out.println("sex:" + firstHit.get("sex"));//System.out.println("dosomething:" + firstHit.get("dosometing"));}reader.close();} catch (CorruptIndexException e1) {// TODO Auto-generated catch blocke1.printStackTrace();} catch (IOException e1) {// TODO Auto-generated catch blocke1.printStackTrace();} catch (ParseException e) {// TODO Auto-generated catch blocke.printStackTrace();}System.out.println("*****************检索结束**********************");return userList;}}


package com.lucene;import java.io.IOException;import java.util.List;import javax.servlet.ServletException;import javax.servlet.http.HttpServlet;import javax.servlet.http.HttpServletRequest;import javax.servlet.http.HttpServletResponse;import com.lucene.index.searchIndex;import com.lucene.vo.User;/** * Servlet implementation class searchServlet */public class searchServlet extends HttpServlet {private static final long serialVersionUID = 1L;    /**     * Default constructor.      */    public searchServlet() {        // TODO Auto-generated constructor stub    }/** * @see HttpServlet#doGet(HttpServletRequest request, HttpServletResponse response) */protected void doGet(HttpServletRequest request, HttpServletResponse response) throws ServletException, IOException {// TODO Auto-generated method stub}/** * @see HttpServlet#doPost(HttpServletRequest request, HttpServletResponse response) */protected void doPost(HttpServletRequest request, HttpServletResponse response) throws ServletException, IOException {request.setCharacterEncoding("UTF-8");String keyword = request.getParameter("keyword");if("".equals(keyword)){keyword="0";}searchIndex si = new searchIndex();si.index();List<User> userList = si.search(keyword);request.setAttribute("userList", userList);request.getRequestDispatcher("search.jsp").forward(request, response);}}

package com.lucene.vo;public class User {private Long id;private String name;private String sex;private String dosomething;private String email;private String content;public Long getId() {return id;}public void setId(Long id) {this.id = id;}public String getName() {return name;}public void setName(String name) {this.name = name;}public String getSex() {return sex;}public void setSex(String sex) {this.sex = sex;}public String getDosomething() {return dosomething;}public void setDosomething(String dosomething) {this.dosomething = dosomething;}public String getEmail() {return email;}public void setEmail(String email) {this.email = email;}public String getContent() {return content;}public void setContent(String content) {this.content = content;}}


<%@ page language="java" contentType="text/html; charset=UTF-8" pageEncoding="UTF-8"%><%@taglib uri="http://java.sun.com/jsp/jstl/core" prefix="c"%><!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd"><html><head><meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1"><title>lucene 全文检索</title></head><body style="text-align: center;"><form action="searchServlet.do" method="post"><input type="text" name="keyword" /> <input type="submit" value="搜索" /></form><div style="height: 10px"></div><c:if test="${not empty userList}"><div>相关信息:</div><table border="1" align="center"><tr><td>ID</td><td>姓名</td><td>性别</td><td>邮箱</td><td>爱好</td><td>正文</td></tr><c:forEach items="${ userList}" var="user"><tr><td>${user.id }</td><td>${user.name }</td><td>${user.sex }</td><td>${user.email }</td><td>${user.dosomething }</td><td>${user.content }</td></tr></c:forEach></table></c:if></body></html>

代码测试:




0 0