简单实现lucence搜索

2018-11-29 16:08 更新

一:pom.xml

  1. <!-- lucene -->
  2. <dependency>
  3. <groupId>org.apache.lucene</groupId>
  4. <artifactId>lucene-core</artifactId>
  5. <version>5.3.1</version>
  6. </dependency>
  7. <dependency>
  8. <groupId>org.apache.lucene</groupId>
  9. <artifactId>lucene-queryparser</artifactId>
  10. <version>5.3.1</version>
  11. </dependency>
  12. <dependency>
  13. <groupId>org.apache.lucene</groupId>
  14. <artifactId>lucene-analyzers-common</artifactId>
  15. <version>5.3.1</version>
  16. </dependency>
  17. <dependency>
  18. <groupId>org.apache.lucene</groupId>
  19. <artifactId>lucene-analyzers-smartcn</artifactId>
  20. <version>5.3.1</version>
  21. </dependency>
  22. <dependency>
  23. <groupId>org.apache.lucene</groupId>
  24. <artifactId>lucene-highlighter</artifactId>
  25. <version>5.3.1</version>
  26. </dependency>
  27. <dependency>
  28. <groupId>junit</groupId>
  29. <artifactId>junit</artifactId>
  30. <version>4.9</version>
  31. </dependency>

二:创建索引,Indexer.java

  1. package com.lucene;
  2. import java.nio.file.Paths;
  3. import org.apache.lucene.analysis.cn.smart.SmartChineseAnalyzer;
  4. import org.apache.lucene.document.Document;
  5. import org.apache.lucene.document.Field;
  6. import org.apache.lucene.document.IntField;
  7. import org.apache.lucene.document.StringField;
  8. import org.apache.lucene.document.TextField;
  9. import org.apache.lucene.index.IndexWriter;
  10. import org.apache.lucene.index.IndexWriterConfig;
  11. import org.apache.lucene.store.Directory;
  12. import org.apache.lucene.store.FSDirectory;
  13. public class Indexer {
  14. private Integer ids[] = {1,2,3};
  15. private String citys[] = {"青岛","南京","上海"};
  16. private String descs[] = {
  17. "青岛是一个美丽的城市。",
  18. "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," +
  19. "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”," +
  20. "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," +
  21. "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," +
  22. "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;" +
  23. "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] 。",
  24. "上海是一个繁华的城市。"
  25. };
  26. private Directory dir;
  27. /**
  28. * 获取IndexWriter实例
  29. * @return
  30. * @throws Exception
  31. */
  32. private IndexWriter getWriter()throws Exception{
  33. //Analyzer analyzer = new StandardAnalyzer(); // 标准分词器
  34. SmartChineseAnalyzer analyzer = new SmartChineseAnalyzer();
  35. IndexWriterConfig iwc = new IndexWriterConfig(analyzer);
  36. IndexWriter writer = new IndexWriter(dir, iwc);
  37. return writer;
  38. }
  39. /**
  40. * 生成索引
  41. * @param indexDir
  42. * @throws Exception
  43. */
  44. private void index(String indexDir)throws Exception{
  45. dir = FSDirectory.open(Paths.get(indexDir));
  46. IndexWriter writer = getWriter();
  47. for(int i = 0;i<ids.length;i++){
  48. Document doc = new Document();
  49. doc.add(new IntField("id", ids[i], Field.Store.YES));
  50. doc.add(new StringField("city",citys[i],Field.Store.YES));
  51. doc.add(new TextField("desc", descs[i], Field.Store.YES));
  52. writer.addDocument(doc); // 添加文档
  53. }
  54. writer.close();
  55. }
  56. public static void main(String[] args) throws Exception {
  57. new Indexer().index("F:\\data");
  58. }
  59. }

三:搜索,Lucence01.java

  1. package com.lucene;
  2. import java.io.StringReader;
  3. import java.nio.file.Paths;
  4. import org.apache.lucene.analysis.TokenStream;
  5. import org.apache.lucene.analysis.cn.smart.SmartChineseAnalyzer;
  6. import org.apache.lucene.document.Document;
  7. import org.apache.lucene.index.DirectoryReader;
  8. import org.apache.lucene.index.IndexReader;
  9. import org.apache.lucene.queryparser.classic.QueryParser;
  10. import org.apache.lucene.search.IndexSearcher;
  11. import org.apache.lucene.search.Query;
  12. import org.apache.lucene.search.ScoreDoc;
  13. import org.apache.lucene.search.TopDocs;
  14. import org.apache.lucene.search.highlight.Fragmenter;
  15. import org.apache.lucene.search.highlight.Highlighter;
  16. import org.apache.lucene.search.highlight.QueryScorer;
  17. import org.apache.lucene.search.highlight.SimpleHTMLFormatter;
  18. import org.apache.lucene.search.highlight.SimpleSpanFragmenter;
  19. import org.apache.lucene.store.Directory;
  20. import org.apache.lucene.store.FSDirectory;
  21. public class Lucene01{
  22. public static void search(String indexDir,String q)throws Exception{
  23. Directory dir = FSDirectory.open(Paths.get(indexDir));
  24. IndexReader reader = DirectoryReader.open(dir);
  25. IndexSearcher is = new IndexSearcher(reader);
  26. // Analyzer analyzer = new StandardAnalyzer(); // 标准分词器
  27. SmartChineseAnalyzer analyzer = new SmartChineseAnalyzer();
  28. QueryParser parser = new QueryParser("desc", analyzer);
  29. Query query = parser.parse(q);
  30. long start = System.currentTimeMillis();
  31. TopDocs hits = is.search(query, 10);
  32. long end = System.currentTimeMillis();
  33. System.out.println("匹配 "+q+" ,总共花费"+(end-start)+"毫秒"+"查询到"+hits.totalHits+"个记录");
  34. QueryScorer scorer = new QueryScorer(query);
  35. Fragmenter fragmenter = new SimpleSpanFragmenter(scorer);
  36. SimpleHTMLFormatter simpleHTMLFormatter = new SimpleHTMLFormatter("<b><font color = 'red'>","</font></b>");
  37. Highlighter highlighter = new Highlighter(simpleHTMLFormatter, scorer);
  38. highlighter.setTextFragmenter(fragmenter);
  39. for(ScoreDoc scoreDoc:hits.scoreDocs){
  40. Document doc = is.doc(scoreDoc.doc);
  41. System.out.println(doc.get("city"));
  42. System.out.println(doc.get("desc"));
  43. String desc = doc.get("desc");
  44. if(desc != null){
  45. TokenStream tokenStream = analyzer.tokenStream("desc", new StringReader(desc));
  46. System.out.println(highlighter.getBestFragment(tokenStream, desc));
  47. }
  48. }
  49. reader.close();
  50. }
  51. public static void main(String[] args) {
  52. String indexDir = "F:\\data";
  53. String q = "南京文明是个美丽的城市";
  54. try {
  55. search(indexDir,q);
  56. } catch (Exception e) {
  57. // TODO Auto-generated catch block
  58. e.printStackTrace();
  59. }
  60. }
  61. }
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