spark-gremlin/src/test/java/org/apache/tinkerpop/gremlin/spark/process/computer/SparkHadoopGraphProvider.java

/*
 * 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.process.computer;

import org.apache.spark.launcher.SparkLauncher;
import org.apache.spark.serializer.KryoSerializer;
import org.apache.tinkerpop.gremlin.GraphProvider;
import org.apache.tinkerpop.gremlin.LoadGraphWith;
import org.apache.tinkerpop.gremlin.hadoop.Constants;
import org.apache.tinkerpop.gremlin.hadoop.HadoopGraphProvider;
import org.apache.tinkerpop.gremlin.hadoop.structure.io.FileSystemStorageCheck;
import org.apache.tinkerpop.gremlin.hadoop.structure.io.HadoopPools;
import org.apache.tinkerpop.gremlin.process.computer.Computer;
import org.apache.tinkerpop.gremlin.process.computer.GraphComputer;
import org.apache.tinkerpop.gremlin.process.traversal.dsl.graph.GraphTraversalSource;
import org.apache.tinkerpop.gremlin.process.traversal.step.map.PageRankTest;
import org.apache.tinkerpop.gremlin.process.traversal.step.map.PeerPressureTest;
import org.apache.tinkerpop.gremlin.process.traversal.step.map.ProgramTest;
import org.apache.tinkerpop.gremlin.spark.structure.Spark;
import org.apache.tinkerpop.gremlin.spark.structure.io.PersistedOutputRDD;
import org.apache.tinkerpop.gremlin.spark.structure.io.SparkContextStorageCheck;
import org.apache.tinkerpop.gremlin.spark.structure.io.ToyGraphInputRDD;
import org.apache.tinkerpop.gremlin.spark.structure.io.gryo.GryoRegistrator;
import org.apache.tinkerpop.gremlin.structure.Graph;
import org.apache.tinkerpop.gremlin.structure.io.gryo.kryoshim.KryoShimServiceLoader;

import java.util.Map;

/**
 * @author Marko A. Rodriguez (http://markorodriguez.com)
 */
@GraphProvider.Descriptor(computer = SparkGraphComputer.class)
public class SparkHadoopGraphProvider extends HadoopGraphProvider {

    protected static final String PREVIOUS_SPARK_PROVIDER = "previous.spark.provider";
    private final int AVAILABLE_PROCESSORS = Runtime.getRuntime().availableProcessors();

    @Override
    public Map<String, Object> getBaseConfiguration(final String graphName, final Class<?> test, final String testMethodName, final LoadGraphWith.GraphData loadGraphWith) {
        if (this.getClass().equals(SparkHadoopGraphProvider.class) && !SparkHadoopGraphProvider.class.getCanonicalName().equals(System.getProperty(PREVIOUS_SPARK_PROVIDER, null))) {
            Spark.close();
            HadoopPools.close();
            KryoShimServiceLoader.close();
            System.setProperty(PREVIOUS_SPARK_PROVIDER, SparkHadoopGraphProvider.class.getCanonicalName());
        }

        final Map<String, Object> config = super.getBaseConfiguration(graphName, test, testMethodName, loadGraphWith);
        config.put(Constants.GREMLIN_SPARK_PERSIST_CONTEXT, true);  // this makes the test suite go really fast

        // toy graph inputRDD does not have corresponding outputRDD so where jobs chain, it fails (failing makes sense)
        if (null != loadGraphWith &&
                !test.equals(ProgramTest.Traversals.class) &&
                !test.equals(PageRankTest.Traversals.class) &&
                !test.equals(PeerPressureTest.Traversals.class) &&
                !test.equals(FileSystemStorageCheck.class) &&
                !testMethodName.equals("shouldSupportJobChaining") &&  // GraphComputerTest.shouldSupportJobChaining
                RANDOM.nextBoolean()) {
            config.put(Constants.GREMLIN_HADOOP_GRAPH_READER, ToyGraphInputRDD.class.getCanonicalName());
        }

        // tests persisted RDDs
        if (test.equals(SparkContextStorageCheck.class)) {
            config.put(Constants.GREMLIN_HADOOP_GRAPH_READER, ToyGraphInputRDD.class.getCanonicalName());
            config.put(Constants.GREMLIN_HADOOP_GRAPH_WRITER, PersistedOutputRDD.class.getCanonicalName());
        }

        config.put(Constants.GREMLIN_HADOOP_DEFAULT_GRAPH_COMPUTER, SparkGraphComputer.class.getCanonicalName());
        config.put(SparkLauncher.SPARK_MASTER, "local[" + AVAILABLE_PROCESSORS + "]");
        config.put(Constants.SPARK_SERIALIZER, KryoSerializer.class.getCanonicalName());
        config.put(Constants.SPARK_KRYO_REGISTRATOR, GryoRegistrator.class.getCanonicalName());
        config.put(Constants.SPARK_KRYO_REGISTRATION_REQUIRED, true);
        return config;
    }

    @Override
    public GraphTraversalSource traversal(final Graph graph) {
        return RANDOM.nextBoolean() ?
                graph.traversal().withComputer(Computer.compute(SparkGraphComputer.class).workers(RANDOM.nextInt(AVAILABLE_PROCESSORS) + 1)) :
                graph.traversal().withComputer();
    }

    @Override
    public GraphComputer getGraphComputer(final Graph graph) {
        return RANDOM.nextBoolean() ?
                graph.compute().workers(RANDOM.nextInt(AVAILABLE_PROCESSORS) + 1) :
                graph.compute(SparkGraphComputer.class);
    }
}