Merging multiple Lucene indexes
31/03/2009
This is the code that I use to merge multiple Lucene indexes into one. There are many reasons to merge multiple indexes into one like:
- Speed
- Ease of management
- Space – the size of the merged index is less than the sum of non-merged indexes
Here is the code of an Index Merger:
package ucy.cs.hpcl.minerSoft.indexmanipulation;
/*This program is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with this program. If not, see <http://www.gnu.org/licenses/>.
Author: Asterios Katsifodimos (http://www.asteriosk.gr)
*/
import java.io.File;
import java.io.IOException;
import java.util.Date;
import org.apache.lucene.analysis.standard.StandardAnalyzer;
import org.apache.lucene.index.IndexWriter;
import org.apache.lucene.store.Directory;
import org.apache.lucene.store.FSDirectory;
public class IndexMerger {
/** Index all text files under a directory. */
public static void main(String[] args) {
if(args.length != 2){
System.out.println("Usage: java -jar IndexMerger.jar " +
"existing_indexes_dir merged_index_dir");
System.out.println(" existing_indexes_dir: A directory where the " +
"indexes that have to merged exist");
System.out.println(" e.g. indexes/");
System.out.println(" e.g. index1");
System.out.println(" e.g. index2");
System.out.println(" e.g. index3");
System.out.println(" merged_index_dir: A directory where the merged " +
"index will be stored");
System.out.println(" e.g. merged_indexes");
System.exit(1);
}
File INDEXES_DIR = new File(args[0]);
File INDEX_DIR = new File(args[1]);
INDEX_DIR.mkdir();
Date start = new Date();
try {
IndexWriter writer = new IndexWriter(INDEX_DIR,
new StandardAnalyzer(),
true);
writer.setMergeFactor(1000);
writer.setRAMBufferSizeMB(50);
Directory indexes[] = new Directory[INDEXES_DIR.list().length];
for (int i = 0; i < INDEXES_DIR.list().length; i++) {
System.out.println("Adding: " + INDEXES_DIR.list()[i]);
indexes[i] = FSDirectory.getDirectory(INDEXES_DIR.getAbsolutePath()
+ "/" + INDEXES_DIR.list()[i]);
}
System.out.print("Merging added indexes...");
writer.addIndexes(indexes);
System.out.println("done");
System.out.print("Optimizing index...");
writer.optimize();
writer.close();
System.out.println("done");
Date end = new Date();
System.out.println("It took: "+((end.getTime() - start.getTime()) / 1000)
+ "\"");
} catch (IOException e) {
e.printStackTrace();
}
}
}
You can play with these values to gain some more performance. My settings are pretty generic.
writer.setMergeFactor(1000); writer.setRAMBufferSizeMB(50);
Downloads
Here you can download an Index Merger that takes an argument with the folder containing the indexes to be merged and an output directory where it is going to store the merged indexes.
- IndexMerger.zip, Contains: a standalone jar file (with Lucene bundled), and the source code of the IndexMerger.
Leave a comment if you find something bad on this code!
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