/* * Copyright [2013-2014] PayPal Software Foundation * * Licensed 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 ml.shifu.guagua.example.sum; import java.io.File; import java.io.IOException; import java.util.concurrent.TimeUnit; import ml.shifu.guagua.ComputableMonitor; import ml.shifu.guagua.hadoop.io.GuaguaLineRecordReader; import ml.shifu.guagua.hadoop.io.GuaguaWritableAdapter; import ml.shifu.guagua.io.GuaguaFileSplit; import ml.shifu.guagua.util.MemoryDiskList; import ml.shifu.guagua.worker.AbstractWorkerComputable; import ml.shifu.guagua.worker.WorkerContext; import org.apache.hadoop.io.LongWritable; import org.apache.hadoop.io.Text; import org.slf4j.Logger; import org.slf4j.LoggerFactory; /** * {@link SumWorker} is used to accumulate the sum value for each line. * * <p> * Each line of input should be number. * * <p> * The master's sum value will be added to current iteration. */ @ComputableMonitor(timeUnit = TimeUnit.SECONDS, duration = 60) public class SumWorker extends AbstractWorkerComputable<GuaguaWritableAdapter<LongWritable>, GuaguaWritableAdapter<LongWritable>, GuaguaWritableAdapter<LongWritable>, GuaguaWritableAdapter<Text>> { private static final Logger LOG = LoggerFactory.getLogger(SumWorker.class); /** * A list to store data into memory and disk. */ private MemoryDiskList<Long> list; @Override public void init(WorkerContext<GuaguaWritableAdapter<LongWritable>, GuaguaWritableAdapter<LongWritable>> context) { double memoryFraction = Double.valueOf(context.getProps().getProperty("guagua.data.memoryFraction", "0.5")); String tmpFolder = context.getProps().getProperty("guagua.data.tmpfolder", System.getProperty("user.dir")); this.list = new MemoryDiskList<Long>((long) (Runtime.getRuntime().maxMemory() * memoryFraction), tmpFolder + File.separator + System.currentTimeMillis()); // cannot find a good place to close these two data set, using Shutdown hook Runtime.getRuntime().addShutdownHook(new Thread(new Runnable() { @Override public void run() { SumWorker.this.list.close(); SumWorker.this.list.clear(); } })); } @Override public GuaguaWritableAdapter<LongWritable> doCompute( WorkerContext<GuaguaWritableAdapter<LongWritable>, GuaguaWritableAdapter<LongWritable>> context) { long sum = context.getLastMasterResult() == null ? 0l : context.getLastMasterResult().getWritable().get(); this.list.reOpen(); for(Long longValue: this.list) { sum += longValue; } try { Thread.sleep(5 * 1000); } catch (InterruptedException e) { Thread.currentThread().interrupt(); } LOG.info("worker: {} ; sum: {}", context, sum); return new GuaguaWritableAdapter<LongWritable>(new LongWritable(sum)); } @Override public void load(GuaguaWritableAdapter<LongWritable> currentKey, GuaguaWritableAdapter<Text> currentValue, WorkerContext<GuaguaWritableAdapter<LongWritable>, GuaguaWritableAdapter<LongWritable>> context) { this.list.append(Long.parseLong(currentValue.getWritable().toString())); } @Override protected void postLoad( WorkerContext<GuaguaWritableAdapter<LongWritable>, GuaguaWritableAdapter<LongWritable>> context) { this.list.switchState(); } @Override public void initRecordReader(GuaguaFileSplit fileSplit) throws IOException { this.setRecordReader(new GuaguaLineRecordReader(fileSplit)); } }