/** * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you under the Apache License, Version 2.0 (the * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package org.apache.hadoop.hive.ql.exec.tez.tools; import java.io.IOException; import java.util.ArrayList; import java.util.Comparator; import java.util.Iterator; import java.util.List; import java.util.PriorityQueue; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import org.apache.hadoop.io.BinaryComparable; import org.apache.tez.runtime.api.Input; import org.apache.tez.runtime.library.api.KeyValuesReader; /** * A KeyValuesReader implementation that returns a sorted stream of key-values * by doing a sorted merge of the key-value in LogicalInputs. * Tags are in the last byte of the key, so no special handling for tags is required. * Uses a priority queue to pick the KeyValuesReader of the input that is next in * sort order. */ public class KeyValuesInputMerger extends KeyValuesReader { private class KeyValuesIterable implements Iterable<Object> { KeyValuesIterator currentIterator = null; KeyValuesIterable(int size) { currentIterator = new KeyValuesIterator(size); } @Override public Iterator<Object> iterator() { return currentIterator; } public void init(List<KeyValuesReader> readerList) { currentIterator.init(readerList); } } private class KeyValuesIterator implements Iterator<Object> { KeyValuesReader[] readerArray = null; Iterator<Object> currentIterator = null; int currentIndex = 0; int loadedSize = 0; KeyValuesIterator(int size) { readerArray = new KeyValuesReader[size]; } public void init(List<KeyValuesReader> readerList) { for (int i = 0; i < readerList.size(); i++) { readerArray[i] = null; } loadedSize = 0; for (KeyValuesReader kvsReader : readerList) { readerArray[loadedSize] = kvsReader; loadedSize++; } currentIterator = null; currentIndex = 0; } @Override public boolean hasNext() { if ((currentIterator == null) || (currentIterator.hasNext() == false)) { if (currentIndex == loadedSize) { return false; } try { if (readerArray[currentIndex] == null) { return false; } currentIterator = readerArray[currentIndex].getCurrentValues().iterator(); currentIndex++; return currentIterator.hasNext(); } catch (IOException e) { return false; } } return true; } @Override public Object next() { return currentIterator.next(); } @Override public void remove() { // nothing to do } } public static final Logger l4j = LoggerFactory.getLogger(KeyValuesInputMerger.class); private PriorityQueue<KeyValuesReader> pQueue = null; private final List<KeyValuesReader> nextKVReaders = new ArrayList<KeyValuesReader>(); KeyValuesIterable kvsIterable = null; public KeyValuesInputMerger(List<? extends Input> shuffleInputs) throws Exception { //get KeyValuesReaders from the LogicalInput and add them to priority queue int initialCapacity = shuffleInputs.size(); kvsIterable = new KeyValuesIterable(initialCapacity); pQueue = new PriorityQueue<KeyValuesReader>(initialCapacity, new KVReaderComparator()); for(Input input : shuffleInputs){ addToQueue((KeyValuesReader)input.getReader()); } } /** * Add KeyValuesReader to queue if it has more key-values * @param kvsReadr * @throws IOException */ private void addToQueue(KeyValuesReader kvsReadr) throws IOException{ if(kvsReadr.next()){ pQueue.add(kvsReadr); } } /** * @return true if there are more key-values and advances to next key-values * @throws IOException */ @Override public boolean next() throws IOException { //add the previous nextKVReader back to queue if (!nextKVReaders.isEmpty()) { for (KeyValuesReader kvReader : nextKVReaders) { addToQueue(kvReader); } nextKVReaders.clear(); } KeyValuesReader nextKVReader = null; //get the new nextKVReader with lowest key nextKVReader = pQueue.poll(); if (nextKVReader != null) { nextKVReaders.add(nextKVReader); } while (pQueue.peek() != null) { KeyValuesReader equalValueKVReader = pQueue.poll(); if (pQueue.comparator().compare(nextKVReader, equalValueKVReader) == 0) { nextKVReaders.add(equalValueKVReader); } else { pQueue.add(equalValueKVReader); break; } } return !(nextKVReaders.isEmpty()); } @Override public Object getCurrentKey() throws IOException { // return key from any of the readers return nextKVReaders.get(0).getCurrentKey(); } @Override public Iterable<Object> getCurrentValues() throws IOException { kvsIterable.init(nextKVReaders); return kvsIterable; } /** * Comparator that compares KeyValuesReader on their current key */ class KVReaderComparator implements Comparator<KeyValuesReader> { @Override public int compare(KeyValuesReader kvReadr1, KeyValuesReader kvReadr2) { try { BinaryComparable key1 = (BinaryComparable) kvReadr1.getCurrentKey(); BinaryComparable key2 = (BinaryComparable) kvReadr2.getCurrentKey(); return key1.compareTo(key2); } catch (IOException e) { l4j.error("Caught exception while reading shuffle input", e); //die! throw new RuntimeException(e); } } } }