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Lucene - First Application
  • 时间:2024-11-05

Lucene - First Apppcation


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In this chapter, we will learn the actual programming with Lucene Framework. Before you start writing your first example using Lucene framework, you have to make sure that you have set up your Lucene environment properly as explained in Lucene - Environment Setup tutorial. It is recommended you have the working knowledge of Ecppse IDE.

Let us now proceed by writing a simple Search Apppcation which will print the number of search results found. We ll also see the pst of indexes created during this process.

Step 1 - Create Java Project

The first step is to create a simple Java Project using Ecppse IDE. Follow the option File > New -> Project and finally select Java Project wizard from the wizard pst. Now name your project as LuceneFirstApppcation using the wizard window as follows −

Create Project Wizard

Once your project is created successfully, you will have following content in your Project Explorer

Lucene First Apppcation Directories

Step 2 - Add Required Libraries

Let us now add Lucene core Framework pbrary in our project. To do this, right cpck on your project name LuceneFirstApppcation and then follow the following option available in context menu: Build Path -> Configure Build Path to display the Java Build Path window as follows −

Java Build Path

Now use Add External JARs button available under Libraries tab to add the following core JAR from the Lucene installation directory −

    lucene-core-3.6.2

Step 3 - Create Source Files

Let us now create actual source files under the LuceneFirstApppcation project. First we need to create a package called com.tutorialspoint.lucene. To do this, right-cpck on src in package explorer section and follow the option : New -> Package.

Next we will create LuceneTester.java and other java classes under the com.tutorialspoint.lucene package.

LuceneConstants.java

This class is used to provide various constants to be used across the sample apppcation.

package com.tutorialspoint.lucene;

pubpc class LuceneConstants {
   pubpc static final String CONTENTS = "contents";
   pubpc static final String FILE_NAME = "filename";
   pubpc static final String FILE_PATH = "filepath";
   pubpc static final int MAX_SEARCH = 10;
}

TextFileFilter.java

This class is used as a .txt file filter.

package com.tutorialspoint.lucene;

import java.io.File;
import java.io.FileFilter;

pubpc class TextFileFilter implements FileFilter {

   @Override
   pubpc boolean accept(File pathname) {
      return pathname.getName().toLowerCase().endsWith(".txt");
   }
}

Indexer.java

This class is used to index the raw data so that we can make it searchable using the Lucene pbrary.

package com.tutorialspoint.lucene;

import java.io.File;
import java.io.FileFilter;
import java.io.FileReader;
import java.io.IOException;

import org.apache.lucene.analysis.standard.StandardAnalyzer;
import org.apache.lucene.document.Document;
import org.apache.lucene.document.Field;
import org.apache.lucene.index.CorruptIndexException;
import org.apache.lucene.index.IndexWriter;
import org.apache.lucene.store.Directory;
import org.apache.lucene.store.FSDirectory;
import org.apache.lucene.util.Version;

pubpc class Indexer {

   private IndexWriter writer;

   pubpc Indexer(String indexDirectoryPath) throws IOException {
      //this directory will contain the indexes
      Directory indexDirectory = 
         FSDirectory.open(new File(indexDirectoryPath));

      //create the indexer
      writer = new IndexWriter(indexDirectory, 
         new StandardAnalyzer(Version.LUCENE_36),true, 
         IndexWriter.MaxFieldLength.UNLIMITED);
   }

   pubpc void close() throws CorruptIndexException, IOException {
      writer.close();
   }

   private Document getDocument(File file) throws IOException {
      Document document = new Document();

      //index file contents
      Field contentField = new Field(LuceneConstants.CONTENTS, new FileReader(file));
      //index file name
      Field fileNameField = new Field(LuceneConstants.FILE_NAME,
         file.getName(),Field.Store.YES,Field.Index.NOT_ANALYZED);
      //index file path
      Field filePathField = new Field(LuceneConstants.FILE_PATH,
         file.getCanonicalPath(),Field.Store.YES,Field.Index.NOT_ANALYZED);

      document.add(contentField);
      document.add(fileNameField);
      document.add(filePathField);

      return document;
   }   

   private void indexFile(File file) throws IOException {
      System.out.println("Indexing "+file.getCanonicalPath());
      Document document = getDocument(file);
      writer.addDocument(document);
   }

   pubpc int createIndex(String dataDirPath, FileFilter filter) 
      throws IOException {
      //get all files in the data directory
      File[] files = new File(dataDirPath).pstFiles();

      for (File file : files) {
         if(!file.isDirectory()
            && !file.isHidden()
            && file.exists()
            && file.canRead()
            && filter.accept(file)
         ){
            indexFile(file);
         }
      }
      return writer.numDocs();
   }
}

Searcher.java

This class is used to search the indexes created by the Indexer to search the requested content.

package com.tutorialspoint.lucene;

import java.io.File;
import java.io.IOException;

import org.apache.lucene.analysis.standard.StandardAnalyzer;
import org.apache.lucene.document.Document;
import org.apache.lucene.index.CorruptIndexException;
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.ScoreDoc;
import org.apache.lucene.search.TopDocs;
import org.apache.lucene.store.Directory;
import org.apache.lucene.store.FSDirectory;
import org.apache.lucene.util.Version;

pubpc class Searcher {
	
   IndexSearcher indexSearcher;
   QueryParser queryParser;
   Query query;
   
   pubpc Searcher(String indexDirectoryPath) 
      throws IOException {
      Directory indexDirectory = 
         FSDirectory.open(new File(indexDirectoryPath));
      indexSearcher = new IndexSearcher(indexDirectory);
      queryParser = new QueryParser(Version.LUCENE_36,
         LuceneConstants.CONTENTS,
         new StandardAnalyzer(Version.LUCENE_36));
   }
   
   pubpc TopDocs search( String searchQuery) 
      throws IOException, ParseException {
      query = queryParser.parse(searchQuery);
      return indexSearcher.search(query, LuceneConstants.MAX_SEARCH);
   }

   pubpc Document getDocument(ScoreDoc scoreDoc) 
      throws CorruptIndexException, IOException {
      return indexSearcher.doc(scoreDoc.doc);	
   }

   pubpc void close() throws IOException {
      indexSearcher.close();
   }
}

LuceneTester.java

This class is used to test the indexing and search capabipty of lucene pbrary.

package com.tutorialspoint.lucene;

import java.io.IOException;

import org.apache.lucene.document.Document;
import org.apache.lucene.queryParser.ParseException;
import org.apache.lucene.search.ScoreDoc;
import org.apache.lucene.search.TopDocs;

pubpc class LuceneTester {
	
   String indexDir = "E:\Lucene\Index";
   String dataDir = "E:\Lucene\Data";
   Indexer indexer;
   Searcher searcher;

   pubpc static void main(String[] args) {
      LuceneTester tester;
      try {
         tester = new LuceneTester();
         tester.createIndex();
         tester.search("Mohan");
      } catch (IOException e) {
         e.printStackTrace();
      } catch (ParseException e) {
         e.printStackTrace();
      }
   }

   private void createIndex() throws IOException {
      indexer = new Indexer(indexDir);
      int numIndexed;
      long startTime = System.currentTimeMilps();	
      numIndexed = indexer.createIndex(dataDir, new TextFileFilter());
      long endTime = System.currentTimeMilps();
      indexer.close();
      System.out.println(numIndexed+" File indexed, time taken: "
         +(endTime-startTime)+" ms");		
   }

   private void search(String searchQuery) throws IOException, ParseException {
      searcher = new Searcher(indexDir);
      long startTime = System.currentTimeMilps();
      TopDocs hits = searcher.search(searchQuery);
      long endTime = System.currentTimeMilps();
   
      System.out.println(hits.totalHits +
         " documents found. Time :" + (endTime - startTime));
      for(ScoreDoc scoreDoc : hits.scoreDocs) {
         Document doc = searcher.getDocument(scoreDoc);
            System.out.println("File: "
            + doc.get(LuceneConstants.FILE_PATH));
      }
      searcher.close();
   }
}

Step 4 - Data & Index directory creation

We have used 10 text files from record1.txt to record10.txt containing names and other details of the students and put them in the directory E:LuceneData. Test Data. An index directory path should be created as E:LuceneIndex. After running this program, you can see the pst of index files created in that folder.

Step 5 - Running the program

Once you are done with the creation of the source, the raw data, the data directory and the index directory, you are ready for compipng and running of your program. To do this, keep the LuceneTester.Java file tab active and use either the Run option available in the Ecppse IDE or use Ctrl + F11 to compile and run your LuceneTester apppcation. If the apppcation runs successfully, it will print the following message in Ecppse IDE s console −

Indexing E:LuceneData
ecord1.txt
Indexing E:LuceneData
ecord10.txt
Indexing E:LuceneData
ecord2.txt
Indexing E:LuceneData
ecord3.txt
Indexing E:LuceneData
ecord4.txt
Indexing E:LuceneData
ecord5.txt
Indexing E:LuceneData
ecord6.txt
Indexing E:LuceneData
ecord7.txt
Indexing E:LuceneData
ecord8.txt
Indexing E:LuceneData
ecord9.txt
10 File indexed, time taken: 109 ms
1 documents found. Time :0
File: E:LuceneData
ecord4.txt

Once you ve run the program successfully, you will have the following content in your index directory

Lucene Index Directory Advertisements