简单实现lucence搜索
2018-11-29 16:08 更新
一:pom.xml
<!-- lucene -->
<dependency>
<groupId>org.apache.lucene</groupId>
<artifactId>lucene-core</artifactId>
<version>5.3.1</version>
</dependency>
<dependency>
<groupId>org.apache.lucene</groupId>
<artifactId>lucene-queryparser</artifactId>
<version>5.3.1</version>
</dependency>
<dependency>
<groupId>org.apache.lucene</groupId>
<artifactId>lucene-analyzers-common</artifactId>
<version>5.3.1</version>
</dependency>
<dependency>
<groupId>org.apache.lucene</groupId>
<artifactId>lucene-analyzers-smartcn</artifactId>
<version>5.3.1</version>
</dependency>
<dependency>
<groupId>org.apache.lucene</groupId>
<artifactId>lucene-highlighter</artifactId>
<version>5.3.1</version>
</dependency>
<dependency>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
<version>4.9</version>
</dependency>
二:创建索引,Indexer.java
package com.lucene;
import java.nio.file.Paths;
import org.apache.lucene.analysis.cn.smart.SmartChineseAnalyzer;
import org.apache.lucene.document.Document;
import org.apache.lucene.document.Field;
import org.apache.lucene.document.IntField;
import org.apache.lucene.document.StringField;
import org.apache.lucene.document.TextField;
import org.apache.lucene.index.IndexWriter;
import org.apache.lucene.index.IndexWriterConfig;
import org.apache.lucene.store.Directory;
import org.apache.lucene.store.FSDirectory;
public class Indexer {
private Integer ids[] = {1,2,3};
private String citys[] = {"青岛","南京","上海"};
private String descs[] = {
"青岛是一个美丽的城市。",
"南京是一个有文化的城市。南京是一个文化的城市南京,简称宁,是江苏省会,地处中国东部地区,长江下游,濒江近海。全市下辖11个区," +
"总面积6597平方公里,2013年建成区面积752.83平方公里,常住人口818.78万,其中城镇人口659.1万人。[1-4] “江南佳丽地,金陵帝王州”," +
"南京拥有着6000多年文明史、近2600年建城史和近500年的建都史,是中国四大古都之一,有“六朝古都”、“十朝都会”之称,是中华文明的重要发祥地," +
"历史上曾数次庇佑华夏之正朔,长期是中国南方的政治、经济、文化中心,拥有厚重的文化底蕴和丰富的历史遗存。[5-7] 南京是国家重要的科教中心," +
"自古以来就是一座崇文重教的城市,有“天下文枢”、“东南第一学”的美誉。截至2013年,南京有高等院校75所,其中211高校8所,仅次于北京上海;" +
"国家重点实验室25所、国家重点学科169个、两院院士83人,均居中国第三。[8-10] 。",
"上海是一个繁华的城市。"
};
private Directory dir;
/**
* 获取IndexWriter实例
* @return
* @throws Exception
*/
private IndexWriter getWriter()throws Exception{
//Analyzer analyzer = new StandardAnalyzer(); // 标准分词器
SmartChineseAnalyzer analyzer = new SmartChineseAnalyzer();
IndexWriterConfig iwc = new IndexWriterConfig(analyzer);
IndexWriter writer = new IndexWriter(dir, iwc);
return writer;
}
/**
* 生成索引
* @param indexDir
* @throws Exception
*/
private void index(String indexDir)throws Exception{
dir = FSDirectory.open(Paths.get(indexDir));
IndexWriter writer = getWriter();
for(int i = 0;i<ids.length;i++){
Document doc = new Document();
doc.add(new IntField("id", ids[i], Field.Store.YES));
doc.add(new StringField("city",citys[i],Field.Store.YES));
doc.add(new TextField("desc", descs[i], Field.Store.YES));
writer.addDocument(doc); // 添加文档
}
writer.close();
}
public static void main(String[] args) throws Exception {
new Indexer().index("F:\\data");
}
}
三:搜索,Lucence01.java
package com.lucene;
import java.io.StringReader;
import java.nio.file.Paths;
import org.apache.lucene.analysis.TokenStream;
import org.apache.lucene.analysis.cn.smart.SmartChineseAnalyzer;
import org.apache.lucene.document.Document;
import org.apache.lucene.index.DirectoryReader;
import org.apache.lucene.index.IndexReader;
import org.apache.lucene.queryparser.classic.QueryParser;
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.search.highlight.Fragmenter;
import org.apache.lucene.search.highlight.Highlighter;
import org.apache.lucene.search.highlight.QueryScorer;
import org.apache.lucene.search.highlight.SimpleHTMLFormatter;
import org.apache.lucene.search.highlight.SimpleSpanFragmenter;
import org.apache.lucene.store.Directory;
import org.apache.lucene.store.FSDirectory;
public class Lucene01{
public static void search(String indexDir,String q)throws Exception{
Directory dir = FSDirectory.open(Paths.get(indexDir));
IndexReader reader = DirectoryReader.open(dir);
IndexSearcher is = new IndexSearcher(reader);
// Analyzer analyzer = new StandardAnalyzer(); // 标准分词器
SmartChineseAnalyzer analyzer = new SmartChineseAnalyzer();
QueryParser parser = new QueryParser("desc", analyzer);
Query query = parser.parse(q);
long start = System.currentTimeMillis();
TopDocs hits = is.search(query, 10);
long end = System.currentTimeMillis();
System.out.println("匹配 "+q+" ,总共花费"+(end-start)+"毫秒"+"查询到"+hits.totalHits+"个记录");
QueryScorer scorer = new QueryScorer(query);
Fragmenter fragmenter = new SimpleSpanFragmenter(scorer);
SimpleHTMLFormatter simpleHTMLFormatter = new SimpleHTMLFormatter("<b><font color = 'red'>","</font></b>");
Highlighter highlighter = new Highlighter(simpleHTMLFormatter, scorer);
highlighter.setTextFragmenter(fragmenter);
for(ScoreDoc scoreDoc:hits.scoreDocs){
Document doc = is.doc(scoreDoc.doc);
System.out.println(doc.get("city"));
System.out.println(doc.get("desc"));
String desc = doc.get("desc");
if(desc != null){
TokenStream tokenStream = analyzer.tokenStream("desc", new StringReader(desc));
System.out.println(highlighter.getBestFragment(tokenStream, desc));
}
}
reader.close();
}
public static void main(String[] args) {
String indexDir = "F:\\data";
String q = "南京文明是个美丽的城市";
try {
search(indexDir,q);
} catch (Exception e) {
// TODO Auto-generated catch block
e.printStackTrace();
}
}
}
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