@Test
  public void polygonToPolygonsIntersectionTest() throws IOException {
    // create polygons
    List<Point> firstPolygonPoints = new ArrayList<Point>();
    firstPolygonPoints.add(new PointImpl(10, 10, SpatialContext.GEO));
    firstPolygonPoints.add(new PointImpl(8, 10, SpatialContext.GEO));
    firstPolygonPoints.add(new PointImpl(8, 8, SpatialContext.GEO));
    firstPolygonPoints.add(new PointImpl(10, 8, SpatialContext.GEO));
    firstPolygonPoints.add(new PointImpl(10, 10, SpatialContext.GEO));
    Map<String, Object> firstPolygon = buildGeoJsonPolygon(firstPolygonPoints);
    List<Point> secondPolygonPoints = new ArrayList<Point>();
    secondPolygonPoints.add(new PointImpl(14, 10, SpatialContext.GEO));
    secondPolygonPoints.add(new PointImpl(12, 10, SpatialContext.GEO));
    secondPolygonPoints.add(new PointImpl(12, 8, SpatialContext.GEO));
    secondPolygonPoints.add(new PointImpl(14, 8, SpatialContext.GEO));
    secondPolygonPoints.add(new PointImpl(14, 10, SpatialContext.GEO));
    Map<String, Object> secondPolygon = buildGeoJsonPolygon(secondPolygonPoints);

    // add the vertices to graph
    graph.addVertex(T.label, DOCUMENT_TYPE, T.id, "1", "location", firstPolygon);
    graph.addVertex(T.label, DOCUMENT_TYPE, T.id, "2", "location", secondPolygon);

    GraphTraversalSource g = graph.traversal();

    String geoJsonPoint =
        "{ \"type\": \"Polygon\",\"coordinates\": [[[9, 10],[11, 10],[11, 8],[9, 8],[9, 10]]]}";
    long intersectionCounter = g.V().has("location", Geo.intersercts(geoJsonPoint)).count().next();
    assertEquals(1l, intersectionCounter);
    Element location = g.V().has("location", Geo.intersercts(geoJsonPoint)).next();
    assertEquals("1", location.id().toString());
  }
 private GraphTraversalSource.Builder createBuilder(Graph graph) {
   final GraphTraversalSource g = super.traversal(graph);
   final GraphTraversalSource.Builder builder = g.asBuilder();
   g.getStrategies()
       .stream()
       .map(strategy -> strategy.getClass())
       .filter(clazz -> !REQUIRED_STRATEGIES.contains(clazz))
       .forEach(builder::without);
   return builder;
 }
 @Test
 public void shouldWriteToArbitraryRDD() throws Exception {
   final Configuration configuration = new BaseConfiguration();
   configuration.setProperty("spark.master", "local[4]");
   configuration.setProperty("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
   configuration.setProperty(Graph.GRAPH, HadoopGraph.class.getName());
   configuration.setProperty(
       Constants.GREMLIN_HADOOP_INPUT_LOCATION,
       HadoopGraphProvider.PATHS.get("tinkerpop-modern.kryo"));
   configuration.setProperty(
       Constants.GREMLIN_HADOOP_GRAPH_INPUT_FORMAT, GryoInputFormat.class.getCanonicalName());
   configuration.setProperty(
       Constants.GREMLIN_HADOOP_GRAPH_OUTPUT_RDD, ExampleOutputRDD.class.getCanonicalName());
   configuration.setProperty(
       Constants.GREMLIN_HADOOP_OUTPUT_LOCATION, "hadoop-gremlin/target/test-output");
   configuration.setProperty(Constants.GREMLIN_HADOOP_JARS_IN_DISTRIBUTED_CACHE, false);
   ////////
   Graph graph = GraphFactory.open(configuration);
   graph
       .compute(SparkGraphComputer.class)
       .result(GraphComputer.ResultGraph.NEW)
       .persist(GraphComputer.Persist.EDGES)
       .program(
           TraversalVertexProgram.build()
               .traversal(
                   GraphTraversalSource.build()
                       .engine(ComputerTraversalEngine.build().computer(SparkGraphComputer.class)),
                   "gremlin-groovy",
                   "g.V()")
               .create(graph))
       .submit()
       .get();
 }
  @Test
  public void testComplexChain() throws Exception {
    Spark.create("local[4]");

    final String rddName =
        TestHelper.makeTestDataDirectory(
            PersistedInputOutputRDDIntegrateTest.class, "testComplexChain", "graphRDD");
    final String rddName2 =
        TestHelper.makeTestDataDirectory(
            PersistedInputOutputRDDIntegrateTest.class, "testComplexChain", "graphRDD2");
    final Configuration configuration = super.getBaseConfiguration();
    configuration.setProperty(
        Constants.GREMLIN_HADOOP_GRAPH_READER, GryoInputFormat.class.getCanonicalName());
    configuration.setProperty(
        Constants.GREMLIN_HADOOP_INPUT_LOCATION,
        SparkHadoopGraphProvider.PATHS.get("tinkerpop-modern.kryo"));
    configuration.setProperty(
        Constants.GREMLIN_HADOOP_GRAPH_WRITER, PersistedOutputRDD.class.getCanonicalName());
    configuration.setProperty(Constants.GREMLIN_HADOOP_OUTPUT_LOCATION, rddName);
    configuration.setProperty(Constants.GREMLIN_SPARK_PERSIST_CONTEXT, true);

    assertFalse(Spark.hasRDD(Constants.getGraphLocation(rddName)));
    assertEquals(0, Spark.getContext().getPersistentRDDs().size());
    Graph graph = GraphFactory.open(configuration);
    graph =
        graph
            .compute(SparkGraphComputer.class)
            .persist(GraphComputer.Persist.EDGES)
            .program(PageRankVertexProgram.build().iterations(2).create(graph))
            .submit()
            .get()
            .graph();
    GraphTraversalSource g = graph.traversal();
    assertEquals(6l, g.V().count().next().longValue());
    assertEquals(6l, g.E().count().next().longValue());
    assertEquals(6l, g.V().values(PageRankVertexProgram.PAGE_RANK).count().next().longValue());
    ////
    assertTrue(Spark.hasRDD(Constants.getGraphLocation(rddName)));
    assertEquals(1, Spark.getContext().getPersistentRDDs().size());
    ////
    configuration.setProperty(
        Constants.GREMLIN_HADOOP_GRAPH_READER, PersistedInputRDD.class.getCanonicalName());
    configuration.setProperty(Constants.GREMLIN_HADOOP_INPUT_LOCATION, rddName);
    configuration.setProperty(
        Constants.GREMLIN_HADOOP_GRAPH_WRITER, PersistedOutputRDD.class.getCanonicalName());
    configuration.setProperty(Constants.GREMLIN_HADOOP_OUTPUT_LOCATION, rddName2);
    ////
    graph = GraphFactory.open(configuration);
    graph =
        graph
            .compute(SparkGraphComputer.class)
            .persist(GraphComputer.Persist.EDGES)
            .mapReduce(PageRankMapReduce.build().create())
            .program(PageRankVertexProgram.build().iterations(2).create(graph))
            .submit()
            .get()
            .graph();
    g = graph.traversal();
    assertEquals(6l, g.V().count().next().longValue());
    assertEquals(6l, g.E().count().next().longValue());
    assertEquals(6l, g.V().values(PageRankVertexProgram.PAGE_RANK).count().next().longValue());
    ////
    assertTrue(Spark.hasRDD(Constants.getGraphLocation(rddName)));
    assertTrue(Spark.hasRDD(Constants.getGraphLocation(rddName2)));
    assertTrue(
        Spark.hasRDD(Constants.getMemoryLocation(rddName2, PageRankMapReduce.DEFAULT_MEMORY_KEY)));
    assertEquals(3, Spark.getContext().getPersistentRDDs().size());
    ////
    graph = GraphFactory.open(configuration);
    graph =
        graph
            .compute(SparkGraphComputer.class)
            .persist(GraphComputer.Persist.VERTEX_PROPERTIES)
            .program(PageRankVertexProgram.build().iterations(2).create(graph))
            .submit()
            .get()
            .graph();
    g = graph.traversal();
    assertEquals(6l, g.V().count().next().longValue());
    assertEquals(0l, g.E().count().next().longValue());
    assertEquals(6l, g.V().values(PageRankVertexProgram.PAGE_RANK).count().next().longValue());
    ////
    assertTrue(Spark.hasRDD(Constants.getGraphLocation(rddName)));
    assertTrue(Spark.hasRDD(Constants.getGraphLocation(rddName2)));
    assertFalse(
        Spark.hasRDD(Constants.getMemoryLocation(rddName2, PageRankMapReduce.DEFAULT_MEMORY_KEY)));
    assertEquals(2, Spark.getContext().getPersistentRDDs().size());
    ////
    graph = GraphFactory.open(configuration);
    graph =
        graph
            .compute(SparkGraphComputer.class)
            .persist(GraphComputer.Persist.NOTHING)
            .program(PageRankVertexProgram.build().iterations(2).create(graph))
            .submit()
            .get()
            .graph();
    assertFalse(Spark.hasRDD(Constants.getGraphLocation(rddName2)));
    g = graph.traversal();
    assertEquals(0l, g.V().count().next().longValue());
    assertEquals(0l, g.E().count().next().longValue());
    assertEquals(0l, g.V().values(PageRankVertexProgram.PAGE_RANK).count().next().longValue());
    ////
    assertTrue(Spark.hasRDD(Constants.getGraphLocation(rddName)));
    assertFalse(Spark.hasRDD(Constants.getGraphLocation(rddName2)));
    assertFalse(
        Spark.hasRDD(Constants.getMemoryLocation(rddName2, PageRankMapReduce.DEFAULT_MEMORY_KEY)));
    assertEquals(1, Spark.getContext().getPersistentRDDs().size());
    Spark.close();
  }
  @Test
  public void testBulkLoaderVertexProgramChainWithInputOutputHelperMapping() throws Exception {
    Spark.create("local[4]");

    final String rddName =
        TestHelper.makeTestDataDirectory(
            PersistedInputOutputRDDIntegrateTest.class, UUID.randomUUID().toString());
    final Configuration readConfiguration = super.getBaseConfiguration();
    readConfiguration.setProperty(
        Constants.GREMLIN_HADOOP_GRAPH_READER, GryoInputFormat.class.getCanonicalName());
    readConfiguration.setProperty(
        Constants.GREMLIN_HADOOP_INPUT_LOCATION,
        SparkHadoopGraphProvider.PATHS.get("tinkerpop-modern.kryo"));
    readConfiguration.setProperty(
        Constants.GREMLIN_HADOOP_GRAPH_WRITER, PersistedOutputRDD.class.getCanonicalName());
    readConfiguration.setProperty(Constants.GREMLIN_HADOOP_OUTPUT_LOCATION, rddName);
    readConfiguration.setProperty(Constants.GREMLIN_SPARK_PERSIST_CONTEXT, true);
    Graph pageRankGraph = GraphFactory.open(readConfiguration);
    ///////////////
    final Configuration writeConfiguration = new BaseConfiguration();
    writeConfiguration.setProperty(Graph.GRAPH, TinkerGraph.class.getCanonicalName());
    writeConfiguration.setProperty(TinkerGraph.GREMLIN_TINKERGRAPH_GRAPH_FORMAT, "gryo");
    writeConfiguration.setProperty(
        TinkerGraph.GREMLIN_TINKERGRAPH_GRAPH_LOCATION,
        TestHelper.makeTestDataDirectory(PersistedInputOutputRDDIntegrateTest.class)
            + "testBulkLoaderVertexProgramChainWithInputOutputHelperMapping.kryo");
    final Graph bulkLoaderGraph =
        pageRankGraph
            .compute(SparkGraphComputer.class)
            .persist(GraphComputer.Persist.EDGES)
            .program(PageRankVertexProgram.build().create(pageRankGraph))
            .submit()
            .get()
            .graph();
    bulkLoaderGraph
        .compute(SparkGraphComputer.class)
        .persist(GraphComputer.Persist.NOTHING)
        .workers(1)
        .program(
            BulkLoaderVertexProgram.build()
                .userSuppliedIds(true)
                .writeGraph(writeConfiguration)
                .create(bulkLoaderGraph))
        .submit()
        .get();
    ////
    Spark.create(readConfiguration);
    assertTrue(Spark.hasRDD(Constants.getGraphLocation(rddName)));
    assertEquals(1, Spark.getContext().getPersistentRDDs().size());
    ////
    final Graph graph = TinkerGraph.open();
    final GraphTraversalSource g = graph.traversal();
    graph
        .io(IoCore.gryo())
        .readGraph(
            TestHelper.makeTestDataDirectory(PersistedInputOutputRDDIntegrateTest.class)
                + "testBulkLoaderVertexProgramChainWithInputOutputHelperMapping.kryo");
    assertEquals(6l, g.V().count().next().longValue());
    assertEquals(6l, g.E().count().next().longValue());
    assertEquals("marko", g.V().has("name", "marko").values("name").next());
    assertEquals(6l, g.V().values(PageRankVertexProgram.PAGE_RANK).count().next().longValue());
    ////
    Spark.close();
  }