/* * 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.tinkerpop.gremlin.spark.structure.io; import org.apache.commons.configuration.Configuration; import org.apache.hadoop.fs.Path; import org.apache.hadoop.io.NullWritable; import org.apache.hadoop.mapreduce.OutputFormat; import org.apache.hadoop.mapreduce.lib.output.SequenceFileOutputFormat; import org.apache.spark.api.java.JavaPairRDD; import org.apache.tinkerpop.gremlin.hadoop.Constants; import org.apache.tinkerpop.gremlin.hadoop.structure.io.ObjectWritable; import org.apache.tinkerpop.gremlin.hadoop.structure.io.ObjectWritableIterator; import org.apache.tinkerpop.gremlin.hadoop.structure.io.VertexWritable; import org.apache.tinkerpop.gremlin.hadoop.structure.util.ConfUtil; import org.apache.tinkerpop.gremlin.process.computer.KeyValue; import scala.Tuple2; import java.io.IOException; import java.util.Collections; import java.util.Iterator; /** * @author Marko A. Rodriguez (http://markorodriguez.com) */ public final class OutputFormatRDD implements OutputRDD { @Override public void writeGraphRDD(final Configuration configuration, final JavaPairRDD<Object, VertexWritable> graphRDD) { final org.apache.hadoop.conf.Configuration hadoopConfiguration = ConfUtil.makeHadoopConfiguration(configuration); final String outputLocation = hadoopConfiguration.get(Constants.GREMLIN_HADOOP_OUTPUT_LOCATION); if (null != outputLocation) { // map back to a <nullwritable,vertexwritable> stream for output graphRDD.mapToPair(tuple -> new Tuple2<>(NullWritable.get(), tuple._2())) .saveAsNewAPIHadoopFile(Constants.getGraphLocation(outputLocation), NullWritable.class, VertexWritable.class, (Class<OutputFormat<NullWritable, VertexWritable>>) hadoopConfiguration.getClass(Constants.GREMLIN_HADOOP_GRAPH_WRITER, OutputFormat.class), hadoopConfiguration); } } @Override public <K, V> Iterator<KeyValue<K, V>> writeMemoryRDD(final Configuration configuration, final String memoryKey, JavaPairRDD<K, V> memoryRDD) { final org.apache.hadoop.conf.Configuration hadoopConfiguration = ConfUtil.makeHadoopConfiguration(configuration); final String outputLocation = hadoopConfiguration.get(Constants.GREMLIN_HADOOP_OUTPUT_LOCATION); if (null != outputLocation) { // map back to a Hadoop stream for output memoryRDD.mapToPair(keyValue -> new Tuple2<>(new ObjectWritable<>(keyValue._1()), new ObjectWritable<>(keyValue._2()))) .saveAsNewAPIHadoopFile(Constants.getMemoryLocation(outputLocation, memoryKey), ObjectWritable.class, ObjectWritable.class, SequenceFileOutputFormat.class, hadoopConfiguration); try { return (Iterator) new ObjectWritableIterator(hadoopConfiguration, new Path(Constants.getMemoryLocation(outputLocation, memoryKey))); } catch (final IOException e) { throw new IllegalStateException(e.getMessage(), e); } } return Collections.emptyIterator(); } }