/* * 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.sysml.runtime.io; import java.io.IOException; import java.util.ArrayList; import java.util.List; import java.util.concurrent.Callable; import java.util.concurrent.ExecutorService; import java.util.concurrent.Executors; import java.util.concurrent.Future; import org.apache.hadoop.fs.FileSystem; import org.apache.hadoop.fs.Path; import org.apache.hadoop.mapred.JobConf; import org.apache.sysml.hops.OptimizerUtils; import org.apache.sysml.runtime.DMLRuntimeException; import org.apache.sysml.runtime.matrix.data.FrameBlock; /** * Multi-threaded frame binary block reader. * */ public class FrameReaderBinaryBlockParallel extends FrameReaderBinaryBlock { protected void readBinaryBlockFrameFromHDFS( Path path, JobConf job, FileSystem fs, FrameBlock dest, long rlen, long clen ) throws IOException, DMLRuntimeException { int numThreads = OptimizerUtils.getParallelBinaryReadParallelism(); try { //create read tasks for all files ExecutorService pool = Executors.newFixedThreadPool(numThreads); ArrayList<ReadFileTask> tasks = new ArrayList<ReadFileTask>(); for( Path lpath : getSequenceFilePaths(fs, path) ) tasks.add(new ReadFileTask(lpath, job, fs, dest)); //wait until all tasks have been executed List<Future<Object>> rt = pool.invokeAll(tasks); pool.shutdown(); //check for exceptions for( Future<Object> task : rt ) task.get(); } catch (Exception e) { throw new IOException("Failed parallel read of binary block input.", e); } } private class ReadFileTask implements Callable<Object> { private Path _path = null; private JobConf _job = null; private FileSystem _fs = null; private FrameBlock _dest = null; public ReadFileTask(Path path, JobConf job, FileSystem fs, FrameBlock dest) { _path = path; _fs = fs; _job = job; _dest = dest; } @Override public Object call() throws Exception { readBinaryBlockFrameFromSequenceFile(_path, _job, _fs, _dest); return null; } } }