コード例 #1
0
  @Test
  public void testTranslation() {
    try {
      final String ITERATION_NAME = "Test Name";

      final String AGGREGATOR_NAME = "AggregatorName";

      final String BC_SET_GATHER_NAME = "gather messages";

      final String BC_SET_SUM_NAME = "sum updates";

      final String BC_SET_APLLY_NAME = "apply updates";

      final int NUM_ITERATIONS = 13;

      final int ITERATION_parallelism = 77;

      ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();

      DataSet<Long> bcGather = env.fromElements(1L);
      DataSet<Long> bcSum = env.fromElements(1L);
      DataSet<Long> bcApply = env.fromElements(1L);

      DataSet<Vertex<Long, Long>> result;

      // ------------ construct the test program ------------------
      {
        DataSet<Edge<Long, NullValue>> edges =
            env.fromElements(new Tuple3<Long, Long, NullValue>(1L, 2L, NullValue.getInstance()))
                .map(new Tuple3ToEdgeMap<Long, NullValue>());

        Graph<Long, Long, NullValue> graph = Graph.fromDataSet(edges, new InitVertices(), env);

        GSAConfiguration parameters = new GSAConfiguration();

        parameters.registerAggregator(AGGREGATOR_NAME, new LongSumAggregator());
        parameters.setName(ITERATION_NAME);
        parameters.setParallelism(ITERATION_parallelism);
        parameters.addBroadcastSetForGatherFunction(BC_SET_GATHER_NAME, bcGather);
        parameters.addBroadcastSetForSumFunction(BC_SET_SUM_NAME, bcSum);
        parameters.addBroadcastSetForApplyFunction(BC_SET_APLLY_NAME, bcApply);

        result =
            graph
                .runGatherSumApplyIteration(
                    new GatherNeighborIds(),
                    new SelectMinId(),
                    new UpdateComponentId(),
                    NUM_ITERATIONS,
                    parameters)
                .getVertices();

        result.output(new DiscardingOutputFormat<Vertex<Long, Long>>());
      }

      // ------------- validate the java program ----------------

      assertTrue(result instanceof DeltaIterationResultSet);

      DeltaIterationResultSet<?, ?> resultSet = (DeltaIterationResultSet<?, ?>) result;
      DeltaIteration<?, ?> iteration = (DeltaIteration<?, ?>) resultSet.getIterationHead();

      // check the basic iteration properties
      assertEquals(NUM_ITERATIONS, resultSet.getMaxIterations());
      assertArrayEquals(new int[] {0}, resultSet.getKeyPositions());
      assertEquals(ITERATION_parallelism, iteration.getParallelism());
      assertEquals(ITERATION_NAME, iteration.getName());

      assertEquals(
          AGGREGATOR_NAME,
          iteration.getAggregators().getAllRegisteredAggregators().iterator().next().getName());

      // validate that the semantic properties are set as they should
      TwoInputUdfOperator<?, ?, ?, ?> solutionSetJoin =
          (TwoInputUdfOperator<?, ?, ?, ?>) resultSet.getNextWorkset();
      assertTrue(
          solutionSetJoin.getSemanticProperties().getForwardingTargetFields(0, 0).contains(0));
      assertTrue(
          solutionSetJoin.getSemanticProperties().getForwardingTargetFields(1, 0).contains(0));

      SingleInputUdfOperator<?, ?, ?> sumReduce =
          (SingleInputUdfOperator<?, ?, ?>) solutionSetJoin.getInput1();
      SingleInputUdfOperator<?, ?, ?> gatherMap =
          (SingleInputUdfOperator<?, ?, ?>) sumReduce.getInput();

      // validate that the broadcast sets are forwarded
      assertEquals(bcGather, gatherMap.getBroadcastSets().get(BC_SET_GATHER_NAME));
      assertEquals(bcSum, sumReduce.getBroadcastSets().get(BC_SET_SUM_NAME));
      assertEquals(bcApply, solutionSetJoin.getBroadcastSets().get(BC_SET_APLLY_NAME));
    } catch (Exception e) {
      System.err.println(e.getMessage());
      e.printStackTrace();
      fail(e.getMessage());
    }
  }