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package org.apache.lucene.index;
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* Licensed to the Apache Software Foundation (ASF) under one or more
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* contributor license agreements. See the NOTICE file distributed with
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* this work for additional information regarding copyright ownership.
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* The ASF licenses this file to You under the Apache License, Version 2.0
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* (the "License"); you may not use this file except in compliance with
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* the License. You may obtain a copy of the License at
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* http://www.apache.org/licenses/LICENSE-2.0
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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import java.io.IOException;
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import java.util.ArrayList;
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import org.apache.lucene.analysis.WhitespaceAnalyzer;
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import org.apache.lucene.index.IndexWriter; // javadoc
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import org.apache.lucene.index.IndexWriterConfig.OpenMode;
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import org.apache.lucene.store.Directory;
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import org.apache.lucene.store.FSDirectory;
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import org.apache.lucene.util.FixedBitSet;
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import org.apache.lucene.util.Version;
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* This tool splits input index into multiple equal parts. The method employed
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* here uses {@link IndexWriter#addIndexes(IndexReader[])} where the input data
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* comes from the input index with artificially applied deletes to the document
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* id-s that fall outside the selected partition.
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* <p>Note 1: Deletes are only applied to a buffered list of deleted docs and
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* don't affect the source index - this tool works also with read-only indexes.
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* <p>Note 2: the disadvantage of this tool is that source index needs to be
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* read as many times as there are parts to be created, hence the name of this
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* <p><b>NOTE</b>: this tool is unaware of documents added
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* atomically via {@link IndexWriter#addDocuments} or {@link
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* IndexWriter#updateDocuments}, which means it can easily
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* break up such document groups.
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public class MultiPassIndexSplitter {
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* Split source index into multiple parts.
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* @param input source index, can be read-only, can have deletions, can have
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* multiple segments (or multiple readers).
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* @param outputs list of directories where the output parts will be stored.
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* @param seq if true, then the source index will be split into equal
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* increasing ranges of document id-s. If false, source document id-s will be
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* assigned in a deterministic round-robin fashion to one of the output splits.
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* @deprecated use {@link #split(Version, IndexReader, Directory[], boolean)} instead.
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* This method will be removed in Lucene 4.0.
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public void split(IndexReader input, Directory[] outputs, boolean seq) throws IOException {
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split(Version.LUCENE_CURRENT, input, outputs, seq);
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* Split source index into multiple parts.
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* @param input source index, can be read-only, can have deletions, can have
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* multiple segments (or multiple readers).
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* @param outputs list of directories where the output parts will be stored.
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* @param seq if true, then the source index will be split into equal
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* increasing ranges of document id-s. If false, source document id-s will be
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* assigned in a deterministic round-robin fashion to one of the output splits.
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public void split(Version version, IndexReader input, Directory[] outputs, boolean seq) throws IOException {
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if (outputs == null || outputs.length < 2) {
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throw new IOException("Invalid number of outputs.");
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if (input == null || input.numDocs() < 2) {
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throw new IOException("Not enough documents for splitting");
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int numParts = outputs.length;
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// wrap a potentially read-only input
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// this way we don't have to preserve original deletions because neither
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// deleteDocument(int) or undeleteAll() is applied to the wrapped input index.
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input = new FakeDeleteIndexReader(input);
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int maxDoc = input.maxDoc();
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int partLen = maxDoc / numParts;
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for (int i = 0; i < numParts; i++) {
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if (seq) { // sequential range
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int hi = lo + partLen;
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for (int j = 0; j < lo; j++) {
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input.deleteDocument(j);
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// above range - last part collects all id-s that remained due to
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// integer rounding errors
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if (i < numParts - 1) {
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for (int j = hi; j < maxDoc; j++) {
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input.deleteDocument(j);
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for (int j = 0; j < maxDoc; j++) {
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if ((j + numParts - i) % numParts != 0) {
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input.deleteDocument(j);
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IndexWriter w = new IndexWriter(outputs[i], new IndexWriterConfig(
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new WhitespaceAnalyzer(Version.LUCENE_CURRENT))
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.setOpenMode(OpenMode.CREATE));
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System.err.println("Writing part " + (i + 1) + " ...");
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w.addIndexes(new IndexReader[]{input});
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System.err.println("Done.");
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@SuppressWarnings("deprecation")
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public static void main(String[] args) throws Exception {
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if (args.length < 5) {
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System.err.println("Usage: MultiPassIndexSplitter -out <outputDir> -num <numParts> [-seq] <inputIndex1> [<inputIndex2 ...]");
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System.err.println("\tinputIndex\tpath to input index, multiple values are ok");
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System.err.println("\t-out ouputDir\tpath to output directory to contain partial indexes");
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System.err.println("\t-num numParts\tnumber of parts to produce");
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System.err.println("\t-seq\tsequential docid-range split (default is round-robin)");
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ArrayList<IndexReader> indexes = new ArrayList<IndexReader>();
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String outDir = null;
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for (int i = 0; i < args.length; i++) {
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if (args[i].equals("-out")) {
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} else if (args[i].equals("-num")) {
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numParts = Integer.parseInt(args[++i]);
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} else if (args[i].equals("-seq")) {
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File file = new File(args[i]);
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if (!file.exists() || !file.isDirectory()) {
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System.err.println("Invalid input path - skipping: " + file);
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Directory dir = FSDirectory.open(new File(args[i]));
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if (!IndexReader.indexExists(dir)) {
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System.err.println("Invalid input index - skipping: " + file);
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} catch (Exception e) {
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System.err.println("Invalid input index - skipping: " + file);
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indexes.add(IndexReader.open(dir, true));
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if (outDir == null) {
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throw new Exception("Required argument missing: -out outputDir");
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throw new Exception("Invalid value of required argument: -num numParts");
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if (indexes.size() == 0) {
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throw new Exception("No input indexes to process");
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File out = new File(outDir);
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throw new Exception("Can't create output directory: " + out);
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Directory[] dirs = new Directory[numParts];
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for (int i = 0; i < numParts; i++) {
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dirs[i] = FSDirectory.open(new File(out, "part-" + i));
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MultiPassIndexSplitter splitter = new MultiPassIndexSplitter();
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if (indexes.size() == 1) {
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input = indexes.get(0);
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input = new MultiReader(indexes.toArray(new IndexReader[indexes.size()]));
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splitter.split(Version.LUCENE_CURRENT, input, dirs, seq);
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* This class pretends that it can write deletions to the underlying index.
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* Instead, deletions are buffered in a bitset and overlaid with the original
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public static class FakeDeleteIndexReader extends FilterIndexReader {
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public FakeDeleteIndexReader(IndexReader in) {
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dels = new FixedBitSet(in.maxDoc());
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if (in.hasDeletions()) {
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oldDels = new FixedBitSet(in.maxDoc());
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for (int i = 0; i < in.maxDoc(); i++) {
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if (in.isDeleted(i)) oldDels.set(i);
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public int numDocs() {
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return in.maxDoc() - dels.cardinality();
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* Just removes our overlaid deletions - does not undelete the original
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protected void doUndeleteAll() throws CorruptIndexException, IOException {
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dels = new FixedBitSet(in.maxDoc());
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if (oldDels != null) {
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protected void doDelete(int n) throws CorruptIndexException, IOException {
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public boolean hasDeletions() {
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return in.maxDoc() != this.numDocs();
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public boolean isDeleted(int n) {
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public IndexReader[] getSequentialSubReaders() {
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public TermPositions termPositions() throws IOException {
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return new FilterTermPositions(in.termPositions()) {
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public boolean next() throws IOException {
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while ((res = super.next())) {
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if (!dels.get(doc())) {