/* * 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.hadoop.io.NullWritable; import org.apache.hadoop.mapreduce.InputFormat; import org.apache.hadoop.mapreduce.InputSplit; import org.apache.hadoop.mapreduce.JobContext; import org.apache.hadoop.mapreduce.RecordReader; import org.apache.hadoop.mapreduce.TaskAttemptContext; import org.apache.spark.SparkConf; import org.apache.spark.SparkContext; import org.apache.spark.api.java.JavaSparkContext; import org.apache.tinkerpop.gremlin.hadoop.Constants; import org.apache.tinkerpop.gremlin.hadoop.structure.io.VertexWritable; import org.apache.tinkerpop.gremlin.hadoop.structure.util.ConfUtil; import org.apache.tinkerpop.gremlin.spark.structure.Spark; import scala.Tuple2; import java.io.IOException; import java.util.Collections; import java.util.Iterator; import java.util.List; import java.util.UUID; /** * @author Marko A. Rodriguez (http://markorodriguez.com) */ public final class InputRDDFormat extends InputFormat<NullWritable, VertexWritable> { public InputRDDFormat() { } @Override public List<InputSplit> getSplits(final JobContext jobContext) throws IOException, InterruptedException { return Collections.singletonList(new InputSplit() { @Override public long getLength() throws IOException, InterruptedException { return 0; } @Override public String[] getLocations() throws IOException, InterruptedException { return new String[0]; } }); } @Override public RecordReader<NullWritable, VertexWritable> createRecordReader(final InputSplit inputSplit, final TaskAttemptContext taskAttemptContext) throws IOException, InterruptedException { try { final org.apache.hadoop.conf.Configuration hadoopConfiguration = taskAttemptContext.getConfiguration(); final SparkConf sparkConfiguration = new SparkConf(); sparkConfiguration.setAppName(UUID.randomUUID().toString()); hadoopConfiguration.forEach(entry -> sparkConfiguration.set(entry.getKey(), entry.getValue())); final InputRDD inputRDD = (InputRDD) Class.forName(sparkConfiguration.get(Constants.GREMLIN_HADOOP_GRAPH_READER)).newInstance(); final JavaSparkContext javaSparkContext = new JavaSparkContext(Spark.create(sparkConfiguration)); final Iterator<Tuple2<Object, VertexWritable>> iterator = inputRDD.readGraphRDD(ConfUtil.makeApacheConfiguration(taskAttemptContext.getConfiguration()), javaSparkContext).toLocalIterator(); return new RecordReader<NullWritable, VertexWritable>() { @Override public void initialize(final InputSplit inputSplit, final TaskAttemptContext taskAttemptContext) throws IOException, InterruptedException { } @Override public boolean nextKeyValue() throws IOException, InterruptedException { return iterator.hasNext(); } @Override public NullWritable getCurrentKey() throws IOException, InterruptedException { return NullWritable.get(); } @Override public VertexWritable getCurrentValue() throws IOException, InterruptedException { return iterator.next()._2(); } @Override public float getProgress() throws IOException, InterruptedException { return 1.0f; // TODO: make this dynamic (how? its an iterator.) } @Override public void close() throws IOException { } }; } catch (final ClassNotFoundException | InstantiationException | IllegalAccessException e) { throw new IOException(e.getMessage(), e); } } /*private static class PartitionInputSplit extends InputSplit { private final Partition partition; public PartitionInputSplit(final Partition partition) { this.partition = partition; } @Override public long getLength() throws IOException, InterruptedException { return 0; } @Override public String[] getLocations() throws IOException, InterruptedException { return new String[0]; } public Partition getPartition() { return this.partition; } }*/ }