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IndexingFile.java
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IndexingFile.java
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import java.io.File;
import java.io.IOException;
import java.io.InputStream;
import java.nio.file.FileVisitResult;
import java.nio.file.Files;
import java.nio.file.Path;
import java.nio.file.Paths;
import java.nio.file.SimpleFileVisitor;
import java.nio.file.attribute.BasicFileAttributes;
import java.util.Date;
import java.util.Formatter;
import java.util.Scanner;
import org.apache.lucene.analysis.Analyzer;
import org.apache.lucene.analysis.standard.StandardAnalyzer;
import org.apache.lucene.document.LongPoint;
import org.apache.lucene.document.Document;
import org.apache.lucene.document.Field;
import org.apache.lucene.document.StringField;
import org.apache.lucene.document.TextField;
import org.apache.lucene.index.IndexWriter;
import org.apache.lucene.index.IndexWriterConfig.OpenMode;
import org.apache.lucene.index.IndexWriterConfig;
import org.apache.lucene.index.Term;
import org.apache.lucene.store.Directory;
import org.apache.lucene.store.FSDirectory;
import org.jsoup.Jsoup;
import org.jsoup.parser.Parser;
import org.tartarus.snowball.ext.PorterStemmer;
// Text files will be indexed in single directory.
public class IndexingFile {
public static void index(String Doc_Path, String Index_Path) {
boolean create = true;
final Path Document_Dir = Paths.get(Doc_Path);
// Verification of the directory and if java virtual machine has the authorization.
if (!Files.isReadable(Document_Dir)) {
System.out.println("Document directory '" + Document_Dir.toAbsolutePath()
+ "' do not exist or is not readable, please check the path");
System.exit(1);
}
// Determine the time taken i.e. how much time it takes to index the documents.
Date start = new Date();
try {
System.out.println("Index in directory '" + Index_Path + "'...");
Directory dir = FSDirectory.open(Paths.get(Index_Path));
// Created an object to do pre-processing i.e. lower case conversion and filtering stopwords.
Analyzer analyzer = new StandardAnalyzer();
// Save the configuration variables for indexing.
IndexWriterConfig iwc = new IndexWriterConfig(analyzer);
if (create) {
// Existing index will be removed and new indexes is created.
iwc.setOpenMode(OpenMode.CREATE);
} else {
// We add new documents to the existing indexes.
iwc.setOpenMode(OpenMode.CREATE_OR_APPEND);
}
// The object initializes and updates the indexes.
IndexWriter writer = new IndexWriter(dir, iwc);
System.out.println("came out of Indexing to directory '" + Index_Path + "'...");
// Start of the index generation process.
Index_Docs(writer, Document_Dir);
writer.close();
// Calculation of processing time for indexing by comparing the system time.
Date end = new Date();
System.out.println("Documents are indexed In " + ((end.getTime() - start.getTime()) / 1000.0) + " seconds");
} catch (IOException e) {
System.out.println(" caught a " + e.getClass() + "\n with error message: " + e.getMessage());
}
}
// Method to crawl the document folder and generate objects having files inside it.
// Also add these objects.
static void Index_Docs(final IndexWriter writer, Path path) throws IOException {
System.out.println("in index documents");
if (Files.isDirectory(path)) {
Files.walkFileTree(path, new SimpleFileVisitor<Path>() {
@Override
public FileVisitResult visitFile(Path file, BasicFileAttributes attrs) throws IOException {
try {
// Traverse the directory.
indexDocs(writer, file, attrs.lastModifiedTime().toMillis());
} catch (IOException ignore) {
// Omit the files which are not readable.
}
return FileVisitResult.CONTINUE;
}
});
} else {
System.out.println("in index document else");
indexDocs(writer, path, Files.getLastModifiedTime(path).toMillis());
}
}
// Documents are indexed.
static void indexDocs(IndexWriter writer, Path file, long lastModified) throws IOException {
String filename=file.getFileName().toString();
int lastDot = filename.lastIndexOf('.');
String extension = filename.substring(lastDot+1);
if (extension.equalsIgnoreCase("html") || extension.equalsIgnoreCase("txt")) {
System.out.println(filename);
try (InputStream stream = Files.newInputStream(file)) {
// Create new and empty objects.
Document doc = new Document();
// Path of file is added.
Field pathField = new StringField("path", file.toString(), Field.Store.YES);
doc.add(pathField);
// Last modified timestamp is added.
Field modifiedField = new LongPoint("modified", lastModified);
doc.add(modifiedField);
// Function call to parse HTML files.
org.jsoup.nodes.Document document = parseHTML(file);
// Title of the file is added.
String title = document.title();
Field titleField = new TextField("title", title, Field.Store.YES);
doc.add(titleField);
// Fetch HTML file contents and remove the syntax of standard HTML document.
String parsedContents="";
if(document.body()!=null)
{
document.body().text().replaceAll("<body>","<body>");
document.body().text().replaceAll("</body>","</body>");
parsedContents = document.body().text();
}
// PorterStemming function is called to perform stemming on the data.
String stemmedContents = PorterStemming(parsedContents);
// Contents of files are added.
Field contentsField = new TextField("contents", stemmedContents, Field.Store.NO);
doc.add(contentsField);
if (writer.getConfig().getOpenMode() == OpenMode.CREATE) {
// Addition of documents into the newly created index.
System.out.println("Adding " + file);
writer.addDocument(doc);
} else {
// If index exists then update file, since previous version might exist.
System.out.println("Updating " + file);
writer.updateDocument(new Term("path", file.toString()), doc);
}
}
}
}
// Fucntion to conduct stemming on HTML data.
private static String PorterStemming(String parsedContents) {
String stemmedContents = "";
// Object created.
PorterStemmer stemmer = new PorterStemmer();
// Words has been separated and stored as an array for easy traversal.
String[] words = parsedContents.split("\\s+");
// Traverse the words.
for (String word : words) {
stemmer.setCurrent(word);
// Stem word which is being traversed.
stemmer.stem();
String stemmedWord = stemmer.getCurrent();
if (stemmedContents.equalsIgnoreCase(""))
stemmedContents = stemmedWord;
else {
// Include the stemmed word separated by spaces.
stemmedContents += " ";
stemmedContents += stemmedWord;
}
}
// Return the stemmed words in a string format.
return stemmedContents;
}
// Function to create a object to traverse through the HTML files.
// And parse the documents.
private static org.jsoup.nodes.Document parseHTML(Path file) {
Scanner scanner = null;
String rawContents = null;
String emptyHtml="<html><head><title></title></head><body></body></html>";
try {
scanner = new Scanner( new File(file.toString()) );
if(scanner.hasNext())
rawContents = scanner.useDelimiter("\\A").next();
else
rawContents=emptyHtml;
} catch (Exception e) {
e.printStackTrace();
} finally {
scanner.close();
}
// Read HTML files.
String filename=file.getFileName().toString();
int lastDot = filename.lastIndexOf('.');
String extension = filename.substring(lastDot+1);
org.jsoup.nodes.Document document;
if (extension.equalsIgnoreCase("html")) {
document= Jsoup.parse(rawContents.toString(),"",Parser.xmlParser());
}
else
{
document= Jsoup.parse(rawContents.toString());
}
return document;
}
}