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利用Compass实现一个简单的搜索引擎

2007-12-29 09:15 621 查看

Compass是一流的开放源码JAVA搜索引擎框架，对于你的应用修饰，搜索引擎语义更具有能力。依靠顶级的Lucene搜索引擎，Compass 结合了，像 Hibernate和 Sprin的流行的框架，为你的应用提供了从数据模型和数据源同步改变的搜索力.并且添加了2方面的特征,事物管理和快速更新优化. Compass的目标是：把java应用简单集成到搜索引擎中.编码更少，查找数据更便捷。
下面以一个应用场景分步骤讲解如何利用compass实现搜索引擎：
1. 这里我们有一个Article表，希望利用compass实现对它的搜索。
Article的结构如下：
CREATE TABLE `article` (
`ArticleID` bigint(20) NOT NULL,
`PersonInfoID` bigint(20) default NULL,
`ArticleTitle` varchar(200) default NULL,
`PublishDate` datetime default NULL,
`Summary` text,
`Content` longtext,
`KeyList` text,
PRIMARY KEY (`ArticleID`),
KEY `PersonInfoArticle_FK` (`PersonInfoID`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;
我们希望利用compass对它的ArticleTitle、Summary、Content和KeyList进行全文检索。下面开始行动吧。

2. 首先到http://www.opensymphony.com/compass/download.action 上下载一个compass的发布版，我们下载的是Version 1.0.0的With Dependencies 。这样就可能省去寻找相关信赖库的麻烦了。
3. 将compass1.0解压到一个合适的目录，我们的工作目录是d:/develop/compass1.0

4. 我们是在eclipse环境下实现当前要求的，所以建议你也安装一个eclipse 3.2。

5. 首先我们在eclipse中建立了一个java工程，名为mycompass。

6. 然后我们在工程目录中建立了一个lib目录，用来存放本次工程所需要的所有compass和其它相关的库文件，并将他们设置为当前工程构建路径中需要的库文件。所有这些文件可以在compass的安装目录的lib目录找到。

下面是我们的库文件列表：

7. 建立了Article表的pojo类。
package com.darkhe.sample.mycompass;

// Generated 2006-8-2 10:57:06 by Hibernate Tools 3.2.0.beta6a

import java.util.Date;

/**
* Article generated by hbm2java
*/
public class Article implements java.io.Serializable {

// Fields

private long articleId;

private Long personInfoId;

private String articleTitle;

private Date publishDate;

private String summary;

private String content;

private String keyList;

// Constructors

/** default constructor */
public Article() {
}

/** minimal constructor */
public Article(long articleId) {
this.articleId = articleId;
}

/** full constructor */
public Article(long articleId, Long personInfoId, String articleTitle,
Date publishDate, String summary, String content, String keyList) {
this.articleId = articleId;
this.personInfoId = personInfoId;
this.articleTitle = articleTitle;
this.publishDate = publishDate;
this.summary = summary;
this.content = content;
this.keyList = keyList;
}

// Property accessors
public long getArticleId() {
return this.articleId;
}

public void setArticleId(long articleId) {
this.articleId = articleId;
}

public Long getPersonInfoId() {
return this.personInfoId;
}

public void setPersonInfoId(Long personInfoId) {
this.personInfoId = personInfoId;
}

public String getArticleTitle() {
return this.articleTitle;
}

public void setArticleTitle(String articleTitle) {
this.articleTitle = articleTitle;
}

public Date getPublishDate() {
return this.publishDate;
}

public void setPublishDate(Date publishDate) {
this.publishDate = publishDate;
}

public String getSummary() {
return this.summary;
}

public void setSummary(String summary) {
this.summary = summary;
}

public String getContent() {
return this.content;
}

public void setContent(String content) {
this.content = content;
}

public String getKeyList() {
return this.keyList;
}

public void setKeyList(String keyList) {
this.keyList = keyList;
}

}

8. 建立hibernate的pojo到数据表映射文件
<?xml version="1.0"?>
<!DOCTYPE hibernate-mapping PUBLIC "-//Hibernate/Hibernate Mapping DTD 3.0//EN"
"http://hibernate.sourceforge.net/hibernate-mapping-3.0.dtd">

<hibernate-mapping>
<class name="com.darkhe.sample.mycompass.Article" table="article" catalog="freedom">
<comment></comment>
<id name="articleId" type="long">
<column name="ArticleID" />
<generator class="assigned" />
</id>
<property name="personInfoId" type="java.lang.Long">
<column name="PersonInfoID">
<comment></comment>
</column>
</property>
<property name="articleTitle" type="string">
<column name="ArticleTitle" length="200">
<comment></comment>
</column>
</property>
<property name="publishDate" type="timestamp">
<column name="PublishDate" length="19">
<comment></comment>
</column>
</property>
<property name="summary" type="string">
<column name="Summary" length="65535">
<comment></comment>
</column>
</property>
<property name="content" type="string">
<column name="Content">
<comment></comment>
</column>
</property>
<property name="keyList" type="string">
<column name="KeyList" length="65535">
<comment></comment>
</column>
</property>
</class>
</hibernate-mapping>

9. 开始配置compass，首先是compass的系统配置文件 mycompass.cfg.xml
<?xml version="1.0" encoding="UTF-8"?>
<compass-core-config
xmlns="http://www.opensymphony.com/compass/schema/core-config"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://www.opensymphony.com/compass/schema/core-config
http://www.opensymphony.com/compass/schema/compass-core-config.xsd">

<compass name="default"> <!—这个名字随你取了，但它是必须的-->

<connection>
<file path="target" /> <!—这里是索引文件的存放路径，我们设置的是当前工程的相对路径target-?
</connection>

<searchEngine>

<analyzer name="MMAnalyer" type="CustomAnalyzer" analyzerClass="jeasy.analysis.MMAnalyzer">
<stopWords>
<stopWord value="test" />
</stopWords>
</analyzer>
</searchEngine>

</compass>
</compass-core-config>
在上面的配置中，我们使用的我们选用的一个中文分词算法库，你可以用compass自带的。具体compass提供了哪些分词算法，请查阅compass的手册。

10. 然后是mycompass.cmd.xml
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE compass-core-meta-data PUBLIC
"-//Compass/Compass Core Meta Data DTD 1.0//EN"
"http://www.opensymphony.com/compass/dtd/compass-core-meta-data.dtd">

<compass-core-meta-data>


<meta-data-group id="mycompass" displayName="My Compass">

<descrīption>Mycompass Meta Data</descrīption>
<uri>http://com/darkhe/sample/mycompass</uri>


<alias id="Article" displayName="Article">
<descrīption>Article alias</descrīption>
<uri>http://com/darkhe/sample/mycompass/alias/Article</uri>
<name>Article</name>
</alias>


<meta-data id="ArticleTitle" displayName="ArticleTitle">
<descrīption>ArticleTitle</descrīption>
<uri>http://com/darkhe/sample/mycompass/alias/ArticleTitle</uri>
<name>ArticleTitle</name>
</meta-data>

<meta-data id="PublishDate" displayName="PublishDate">
<descrīption>PublishDate</descrīption>
<uri>http://com/darkhe/sample/mycompass/alias/PublishDate</uri>
<name format="yyyy-MM-dd hh:mm:ss">date</name>
</meta-data>

<meta-data id="Summary" displayName="Summary">
<descrīption>Summary</descrīption>
<uri>http://com/darkhe/sample/mycompass/alias/Summary</uri>
<name>Summary</name>
</meta-data>

<meta-data id="Content" displayName="Content">
<descrīption>Content</descrīption>
<uri>http://com/darkhe/sample/mycompass/alias/Content</uri>
<name>Content</name>
</meta-data>

<meta-data id="KeyList" displayName="KeyList">
<descrīption>KeyList</descrīption>
<uri>http://com/darkhe/sample/mycompass/alias/KeyList</uri>
<name>KeyList</name>
</meta-data>

</meta-data-group>

</compass-core-meta-data>

11. 再是mycompass.cpm.xml
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE compass-core-mapping PUBLIC
"-//Compass/Compass Core Mapping DTD 1.0//EN"
"http://www.opensymphony.com/compass/dtd/compass-core-mapping.dtd">


<compass-core-mapping package="com.darkhe.sample.mycompass">





<class name="Article" alias="${mycompass.Article}">
<id name="ArticleId" />

<property name="ArticleTitle">
<meta-data>${mycompass.ArticleTitle}</meta-data>
</property>

<property name="PublishDate">
<meta-data>${mycompass.PublishDate}</meta-data>
</property>

<property name="Summary">
<meta-data>${mycompass.Summary}</meta-data>
</property>

<property name="Content">
<meta-data>${mycompass.Content}</meta-data>
</property>

<property name="KeyList">
<meta-data>${mycompass.KeyList}</meta-data>
</property>
</class>
</compass-core-mapping>

12. log4j.properties
log4j.rootLogger=WARN, stdout
log4j.appender.stdout=org.apache.log4j.ConsoleAppender
log4j.appender.stdout.layout=org.apache.log4j.PatternLayout
log4j.appender.stdout.layout.ConversionPattern=%d %p %c - %m%n
log4j.logger.org.compass=INFO

13. jdbc.properties
# Properties file with JDBC-related settings.
# Applied by PropertyPlaceholderConfigurer from "applicationContext-*.xml".
# Targeted at system administrators, to avoid touching the context XML files.
jdbc.driverClassName=com.mysql.jdbc.Driver
#jdbc.driverClassName=org.hsqldb.jdbcDriver
#jdbc.url=jdbc:hsqldb:hsql://localhost:9001
jdbc.url=jdbc:mysql://localhost:3306/testdb
jdbc.username=test
jdbc.password=test
# Property that determines the Hibernate dialect
# (only applied with "applicationContext-hibernate.xml")
#hibernate.dialect=org.hibernate.dialect.HSQLDialect
hibernate.dialect=org.hibernate.dialect.MySQLDialect

14. 最后是applicationContext-hibernate.xml，这里集中配置了compass如何与spring与hibernate结合的。
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE beans PUBLIC "-//SPRING//DTD BEAN//EN" "http://www.springframework.org/dtd/spring-beans.dtd">


<beans>



<bean id="propertyConfigurer"
class="org.springframework.beans.factory.config.PropertyPlaceholderConfigurer">
<property name="location">
<value>classpath:jdbc.properties</value>
</property>
</bean>




<bean id="dataSource"
class="org.springframework.jdbc.datasource.DriverManagerDataSource">
<property name="driverClassName">
<value>${jdbc.driverClassName}</value>
</property>
<property name="url">
<value>${jdbc.url}</value>
</property>
<property name="username">
<value>${jdbc.username}</value>
</property>
<property name="password">
<value>${jdbc.password}</value>
</property>
</bean>



<bean id="sessionFactory"
class="org.springframework.orm.hibernate3.LocalSessionFactoryBean">
<property name="dataSource">
<ref local="dataSource" />
</property>
<property name="mappingResources">
<list>
<value>
com/darkhe/sample/mycompass/Article.hbm.xml 
</value>
</list>
</property>
<property name="hibernateProperties">
<props>
<prop key="hibernate.dialect">
${hibernate.dialect}
</prop>
<prop key="hibernate.show_sql">false</prop>
<prop key="hibernate.generate_statistics">true</prop>
</props>
</property>
<property name="eventListeners">
<map>
<entry key="merge">
<bean
class="org.springframework.orm.hibernate3.support.IdTransferringMergeEventListener" />
</entry>
</map>
</property>
</bean>


<bean id="compass" class="org.compass.spring.LocalCompassBean">
<property name="resourceLocations">
<list>
<value>classpath:mycompass.cmd.xml</value> 
<value>classpath:mycompass.cpm.xml</value>
</list>
</property>
<property name="configLocation">
<value>classpath:mycompass.cfg.xml</value> 
</property>


<property name="transactionManager">
<ref local="transactionManager" />
</property>
</bean>

<bean id="hibernateGpsDevice"
class="org.compass.spring.device.hibernate.SpringHibernate3GpsDevice">
<property name="name">
<value>hibernateDevice</value>
</property>
<property name="sessionFactory">
<ref local="sessionFactory" />
</property>
</bean>
<bean id="compassGps" class="org.compass.gps.impl.SingleCompassGps"
init-method="start" destroy-method="stop">
<property name="compass">
<ref bean="compass" />
</property>
<property name="gpsDevices">
<list>
<bean
class="org.compass.spring.device.SpringSyncTransactionGpsDeviceWrapper">
<property name="gpsDevice" ref="hibernateGpsDevice" />
</bean>
</list>
</property>
</bean>

</beans>

15. 注意上面的所以配置文件，根据我们上面的配置，都应当放到classpath的根路径。
16. 建立工具类，用来进行spring引擎的初始化工作。
/**
* <p>@(#) IOC.java 2006-2-1 0:08:23</p>
* <p>Copyright (c) 2005-2006 ???????????????????</p>
*/
package com.darkhe.sample.mycompass;

import org.springframework.context.ApplicationContext;
import org.springframework.context.support.ClassPathXmlApplicationContext;

/**
*
*
* @version 1.0 2006-2-1
* @author darkhe
*/
public class IOC {
private static ApplicationContext context = null;

private static boolean isInit = false;

private IOC() {
super();
}

private static void init() {

if (isInit == false) {
String[] xmlfilenames = { "applicationContext-hibernate.xml" };

context = new ClassPathXmlApplicationContext(xmlfilenames);

isInit = true;
}
}

/**
*
* @return
*/
public static ApplicationContext getContext() {
if (context == null || isInit == false) {
init();
}
return context;
}

/**
*
* @param name
* @return
*/
public static Object getBean(String name) {
return getContext().getBean(name);
}

}

17. 建立索引程序，用来数据库中的建立索引
/*
* Copyright (c) 2005-2006
* ChongQing Man-Month Technology Development Co. ,Ltd
*
* ---------------------------------------------------------------------------------
* @(#) Inder.java, 2006-8-1 下午09:01:14
* ---------------------------------------------------------------------------------
*/
package com.darkhe.sample.mycompass;

import java.io.FileNotFoundException;

import org.compass.gps.CompassGps;
import org.springframework.context.ApplicationContext;

/**
* @author darkhe
*
*/
public class Indexer {

/**
* @param args
* @throws FileNotFoundException
*/
public static void main(String[] args) throws FileNotFoundException {

// 加裁自定义词典
DictionaryUtils.loadCustomDictionary();

ApplicationContext context = IOC.getContext();

// 得到spring环境中已经配置和初始化好的compassGps对象
CompassGps compassGps = (CompassGps) context.getBean("compassGps");
// 调用index方法建立索引
compassGps.index();

}

}

18. 建立搜索程序，检证compass的应用。
/*
* Copyright (c) 2005-2006
* ChongQing Man-Month Technology Development Co. ,Ltd
*
* ---------------------------------------------------------------------------------
* @(#) Searcher.java, 2006-8-1 下午09:36:29
* ---------------------------------------------------------------------------------
*/

package com.darkhe.sample.mycompass;

import java.io.FileNotFoundException;

import org.compass.core.Compass;
import org.compass.core.CompassCallbackWithoutResult;
import org.compass.core.CompassException;
import org.compass.core.CompassHits;
import org.compass.core.CompassSession;
import org.compass.core.CompassTemplate;
import org.compass.core.Resource;
import org.springframework.context.ApplicationContext;

/**
* @author darkhe
*
*/
public class Searcher {

/**
* @param args
* @throws FileNotFoundException
*/
public static void main(String[] args) throws FileNotFoundException {

// 加裁自定义词典
DictionaryUtils.loadCustomDictionary();

ApplicationContext context = IOC.getContext();

Compass compass = (Compass) context.getBean("compass");

CompassTemplate template = new CompassTemplate(compass);

template.execute(new CompassCallbackWithoutResult() {
protected void doInCompassWithoutResult(CompassSession session)
throws CompassException {
CompassHits hits = session.find("大头人");

System.out.println("Found [" + hits.getLength()
+ "] hits for [大头人] query");
System.out
.println("======================================================");
for (int i = 0; i < hits.getLength(); i++) {
print(hits, i);
}

hits.close();
}
});

}

public static void print(CompassHits hits, int hitNumber) {
Object value = hits.data(hitNumber);
Resource resource = hits.resource(hitNumber);
System.out.println("ALIAS [" + resource.getAlias() + "] SCORE ["
+ hits.score(hitNumber) + "]");
System.out.println(":::: " + value);
System.out.println("");
}
}

19. 工具类DictionaryUtils是用来管理我们自己采用的中文分词算法的加载自定义词典的。
/**
* Copyright (c) 2005-2006 重庆人月科技发展有限公司
*
* ------------------------------------------------------------------------------
* @(#) DictionaryUtils.java, 2006-8-2 下午04:55:22
* ------------------------------------------------------------------------------
*/
package com.darkhe.sample.mycompass;

import java.io.File;
import java.io.FileNotFoundException;
import java.io.FileReader;

import jeasy.analysis.MMAnalyzer;

/**
*
* @author darkhe
* @version 1.0.0
*/
public class DictionaryUtils {
// 静态变量
private static boolean isInit = false;

// 静态初始化

// 静态方法
public static void loadCustomDictionary() throws FileNotFoundException {

if (isInit == false) {

// 添加我们自己的词典
FileReader fr = new FileReader(new File("dict.txt"));
MMAnalyzer.addDictionary(fr);

//System.out.println("添加我们自己的词典");

isInit = true;
}
}
}
20. 执行Indexer，再执行Seracher后控制台信息如下：

Found [1] hits for [大头人] query
================================================
ALIAS [Article] SCORE [0.3988277]
:::: com.darkhe.sample.mycompass.Article@bla4e2

具体结果和你的数据表中的内容有别。

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