Examples with PTContainer com.datatorrent.stram.plan.physical.PTContainer used on opensource projects

Example 36 with PTContainer

use of com.datatorrent.stram.plan.physical.PTContainer in project apex-core by apache.

the class StreamCodecTest method checkMxNStreamCodecs.

private void checkMxNStreamCodecs(GenericTestOperator node1, GenericTestOperator node2, GenericTestOperator node3, StreamingContainerManager dnm) {
    LogicalPlan dag = dnm.getLogicalPlan();
    PhysicalPlan plan = dnm.getPhysicalPlan();
    List<PTContainer> containers = plan.getContainers();
    LogicalPlan.OperatorMeta n1meta = dag.getMeta(node1);
    LogicalPlan.OperatorMeta n2meta = dag.getMeta(node2);
    LogicalPlan.OperatorMeta n3meta = dag.getMeta(node3);
    for (PTContainer container : containers) {
        List<PTOperator> operators = container.getOperators();
        for (PTOperator operator : operators) {
            if (!operator.isUnifier()) {
                if (operator.getOperatorMeta() == n1meta) {
                    OperatorDeployInfo odi = getOperatorDeployInfo(operator, n1meta.getName(), dnm);
                    OperatorDeployInfo.OutputDeployInfo otdi = getOutputDeployInfo(odi, n1meta.getMeta(node1.outport1));
                    String id = n1meta.getName() + " " + otdi.portName;
                    Assert.assertEquals("number stream codecs " + id, otdi.streamCodecs.size(), 2);
                    checkPresentStreamCodec(n2meta, node2.inport1, otdi.streamCodecs, id, plan);
                    checkPresentStreamCodec(n3meta, node3.inport1, otdi.streamCodecs, id, plan);
                } else if (operator.getOperatorMeta() == n2meta) {
                    OperatorDeployInfo odi = getOperatorDeployInfo(operator, n2meta.getName(), dnm);
                    OperatorDeployInfo.InputDeployInfo idi = getInputDeployInfo(odi, n2meta.getMeta(node2.inport1));
                    String id = n2meta.getName() + " " + idi.portName;
                    Assert.assertEquals("number stream codecs " + id, idi.streamCodecs.size(), 1);
                    checkPresentStreamCodec(n2meta, node2.inport1, idi.streamCodecs, id, plan);
                } else if (operator.getOperatorMeta() == n3meta) {
                    OperatorDeployInfo odi = getOperatorDeployInfo(operator, n3meta.getName(), dnm);
                    OperatorDeployInfo.InputDeployInfo idi = getInputDeployInfo(odi, n3meta.getMeta(node3.inport1));
                    String id = n3meta.getName() + " " + idi.portName;
                    Assert.assertEquals("number stream codecs " + id, idi.streamCodecs.size(), 1);
                    checkPresentStreamCodec(n3meta, node3.inport1, idi.streamCodecs, id, plan);
                }
            } else {
                OperatorDeployInfo odi = getOperatorDeployInfo(operator, operator.getName(), dnm);
                Assert.assertEquals("unifier outputs " + operator.getName(), 1, operator.getOutputs().size());
                PTOperator.PTOutput out = operator.getOutputs().get(0);
                Assert.assertEquals("unifier sinks " + operator.getName(), 1, out.sinks.size());
                PTOperator.PTInput idInput = out.sinks.get(0);
                LogicalPlan.OperatorMeta idMeta = idInput.target.getOperatorMeta();
                Operator.InputPort<?> idInputPort = null;
                if (idMeta == n2meta) {
                    idInputPort = node2.inport1;
                } else if (idMeta == n3meta) {
                    idInputPort = node3.inport1;
                }
                List<OperatorDeployInfo.InputDeployInfo> idis = odi.inputs;
                for (OperatorDeployInfo.InputDeployInfo idi : idis) {
                    String id = operator.getName() + " " + idi.portName;
                    Assert.assertEquals("number stream codecs " + id, idi.streamCodecs.size(), 1);
                    checkPresentStreamCodec(idMeta, idInputPort, idi.streamCodecs, id, plan);
                }
            }
        }
    }
}

Example 37 with PTContainer

use of com.datatorrent.stram.plan.physical.PTContainer in project apex-core by apache.

the class StreamCodecTest method testDynamicPartitioningStreamCodec.

@Test
public void testDynamicPartitioningStreamCodec() {
    GenericTestOperator node1 = dag.addOperator("node1", GenericTestOperator.class);
    dag.setOperatorAttribute(node1, Context.OperatorContext.PARTITIONER, new StatelessPartitioner<GenericTestOperator>(2));
    dag.setOperatorAttribute(node1, Context.OperatorContext.STATS_LISTENERS, Lists.newArrayList((StatsListener) new PartitioningTest.PartitionLoadWatch()));
    GenericTestOperator node2 = dag.addOperator("node2", GenericTestOperator.class);
    dag.setOperatorAttribute(node2, Context.OperatorContext.PARTITIONER, new StatelessPartitioner<GenericTestOperator>(3));
    dag.setOperatorAttribute(node2, Context.OperatorContext.STATS_LISTENERS, Arrays.asList(new StatsListener[] { new PartitioningTest.PartitionLoadWatch() }));
    TestStreamCodec serDe = new TestStreamCodec();
    dag.setInputPortAttribute(node2.inport1, Context.PortContext.STREAM_CODEC, serDe);
    GenericTestOperator node3 = dag.addOperator("node3", GenericTestOperator.class);
    dag.setOperatorAttribute(node3, Context.OperatorContext.PARTITIONER, new StatelessPartitioner<GenericTestOperator>(3));
    dag.setOperatorAttribute(node3, Context.OperatorContext.STATS_LISTENERS, Arrays.asList(new StatsListener[] { new PartitioningTest.PartitionLoadWatch() }));
    TestStreamCodec serDe2 = new TestStreamCodec();
    dag.setInputPortAttribute(node3.inport1, Context.PortContext.STREAM_CODEC, serDe2);
    dag.addStream("n1n2n3", node1.outport1, node2.inport1, node3.inport1);
    dag.setAttribute(LogicalPlan.CONTAINERS_MAX_COUNT, Integer.MAX_VALUE);
    StramTestSupport.MemoryStorageAgent msa = new StramTestSupport.MemoryStorageAgent();
    dag.setAttribute(Context.OperatorContext.STORAGE_AGENT, msa);
    StreamingContainerManager dnm = new StreamingContainerManager(dag);
    PhysicalPlan plan = dnm.getPhysicalPlan();
    List<PTContainer> containers = plan.getContainers();
    int lastId = 0;
    for (int i = 0; i < containers.size(); ++i) {
        StreamingContainerManagerTest.assignContainer(dnm, "container" + (++lastId));
    }
    LogicalPlan.OperatorMeta n1meta = dag.getMeta(node1);
    LogicalPlan.OperatorMeta n2meta = dag.getMeta(node2);
    LogicalPlan.OperatorMeta n3meta = dag.getMeta(node3);
    // Sanity check that physical operators have been allocated for n1meta and n2meta
    Assert.assertEquals("number operators " + n1meta.getName(), 2, plan.getOperators(n1meta).size());
    Assert.assertEquals("number operators " + n2meta.getName(), 3, plan.getOperators(n2meta).size());
    Assert.assertEquals("number operators " + n3meta.getName(), 3, plan.getOperators(n3meta).size());
    // scale down N (node2) from 3 to 2 and then from 2 to 1
    for (int i = 0; i < 2; i++) {
        markAllOperatorsActive(plan);
        List<PTOperator> ptos = plan.getOperators(n2meta);
        for (PTOperator ptOperator : ptos) {
            PartitioningTest.PartitionLoadWatch.put(ptOperator, -1);
            plan.onStatusUpdate(ptOperator);
        }
        dnm.processEvents();
        lastId = assignNewContainers(dnm, lastId);
        List<PTOperator> operators = plan.getOperators(n2meta);
        List<PTOperator> upstreamOperators = new ArrayList<>();
        for (PTOperator operator : operators) {
            upstreamOperators.addAll(operator.upstreamMerge.values());
        /*
        OperatorDeployInfo odi = getOperatorDeployInfo(operator, n2meta.getName(), dnm);

        OperatorDeployInfo.InputDeployInfo idi = getInputDeployInfo(odi, n2meta.getMeta(node2.inport1));
        String id = n2meta.getName() + " " + idi.portName;
        Assert.assertEquals("number stream codecs " + id, idi.streamCodecs.size(), 1);
        checkPresentStreamCodec(n2meta, node2.inport1, idi.streamCodecs, id, plan);
        */
        }
        Assert.assertEquals("Number of unifiers ", 2 - i, upstreamOperators.size());
    }
    // scale down N (node3) from 3 to 2 and then from 2 to 1
    for (int i = 0; i < 2; i++) {
        markAllOperatorsActive(plan);
        List<PTOperator> ptos = plan.getOperators(n3meta);
        for (PTOperator ptOperator : ptos) {
            PartitioningTest.PartitionLoadWatch.put(ptOperator, -1);
            plan.onStatusUpdate(ptOperator);
        }
        dnm.processEvents();
        lastId = assignNewContainers(dnm, lastId);
        List<PTOperator> operators = plan.getOperators(n3meta);
        List<PTOperator> upstreamOperators = new ArrayList<>();
        for (PTOperator operator : operators) {
            upstreamOperators.addAll(operator.upstreamMerge.values());
        }
        Assert.assertEquals("Number of unifiers ", 2 - i, upstreamOperators.size());
    }
    // Check that different unifiers were created for the two output operators with different codecs
    // even though there are only one partition of each one
    Set<PTOperator> unifiers = getUnifiers(plan);
    Assert.assertEquals("Number of unifiers ", 2, unifiers.size());
    // scale up N (node2) from 1 to 2 and then from 2 to 3
    for (int i = 0; i < 2; i++) {
        markAllOperatorsActive(plan);
        PTOperator o2p1 = plan.getOperators(n2meta).get(0);
        PartitioningTest.PartitionLoadWatch.put(o2p1, 1);
        plan.onStatusUpdate(o2p1);
        dnm.processEvents();
        lastId = assignNewContainers(dnm, lastId);
        List<PTOperator> operators = plan.getOperators(n2meta);
        List<PTOperator> upstreamOperators = new ArrayList<>();
        for (PTOperator operator : operators) {
            upstreamOperators.addAll(operator.upstreamMerge.values());
        /*
        if (operator.getState() != PTOperator.State.ACTIVE) {
          OperatorDeployInfo odi = getOperatorDeployInfo(operator, n2meta.getName(), dnm);

          OperatorDeployInfo.InputDeployInfo idi = getInputDeployInfo(odi, n2meta.getMeta(node2.inport1));
          String id = n2meta.getName() + " " + idi.portName;
          Assert.assertEquals("number stream codecs " + id, idi.streamCodecs.size(), 1);
          checkPresentStreamCodec(n2meta, node2.inport1, idi.streamCodecs, id, plan);
        }
        */
        }
        Assert.assertEquals("Number of unifiers ", 2 + i, upstreamOperators.size());
    }
    // scale down M to 1
    {
        markAllOperatorsActive(plan);
        for (PTOperator o1p : plan.getOperators(n1meta)) {
            PartitioningTest.PartitionLoadWatch.put(o1p, -1);
            plan.onStatusUpdate(o1p);
        }
        dnm.processEvents();
        lastId = assignNewContainers(dnm, lastId);
        unifiers = getUnifiers(plan);
        Assert.assertEquals("Number of unifiers", 0, unifiers.size());
    }
    // scale up M to 2
    {
        markAllOperatorsActive(plan);
        for (PTOperator o1p : plan.getOperators(n1meta)) {
            PartitioningTest.PartitionLoadWatch.put(o1p, 1);
            plan.onStatusUpdate(o1p);
        }
        dnm.processEvents();
        lastId = assignNewContainers(dnm, lastId);
        unifiers = getUnifiers(plan);
        Assert.assertEquals("Number of unifiers", 4, unifiers.size());
    }
}

Example 38 with PTContainer

use of com.datatorrent.stram.plan.physical.PTContainer in project apex-core by apache.

the class StreamingContainerManagerTest method testValidInputOperatorDeployInfoType.

@Test
public void testValidInputOperatorDeployInfoType() {
    TestGeneratorInputOperator.ValidInputOperator o1 = dag.addOperator("o1", TestGeneratorInputOperator.ValidInputOperator.class);
    GenericTestOperator o2 = dag.addOperator("o2", GenericTestOperator.class);
    dag.addStream("stream1", o1.outport, o2.inport1);
    dag.setAttribute(OperatorContext.STORAGE_AGENT, new MemoryStorageAgent());
    StreamingContainerManager scm = new StreamingContainerManager(dag);
    PhysicalPlan physicalPlan = scm.getPhysicalPlan();
    List<PTContainer> containers = physicalPlan.getContainers();
    for (int i = 0; i < containers.size(); ++i) {
        assignContainer(scm, "container" + (i + 1));
    }
    OperatorMeta o1Meta = dag.getMeta(o1);
    PTOperator o1Physical = physicalPlan.getOperators(o1Meta).get(0);
    String containerId = o1Physical.getContainer().getExternalId();
    OperatorDeployInfo o1DeployInfo = getDeployInfo(scm.getContainerAgent(containerId)).get(0);
    Assert.assertEquals("type " + o1DeployInfo, OperatorDeployInfo.OperatorType.INPUT, o1DeployInfo.type);
}

Example 39 with PTContainer

use of com.datatorrent.stram.plan.physical.PTContainer in project apex-core by apache.

the class OutputUnifiedTest method testParallelPartition.

@Test
public void testParallelPartition() throws Exception {
    TestInputOperator i1 = new TestInputOperator();
    dag.addOperator("i1", i1);
    dag.setOperatorAttribute(i1, OperatorContext.PARTITIONER, new StatelessPartitioner<GenericTestOperator>(2));
    GenericTestOperator op1 = new GenericTestOperator();
    dag.addOperator("op1", op1);
    dag.setInputPortAttribute(op1.inport1, PortContext.PARTITION_PARALLEL, true);
    TestOutputOperator op2 = new TestOutputOperator();
    dag.addOperator("op2", op2);
    dag.addStream("s1", i1.output, op1.inport1);
    dag.addStream("s2", op1.outport1, op2.inport);
    StreamingContainerManager scm = new StreamingContainerManager(dag);
    PhysicalPlan physicalPlan = scm.getPhysicalPlan();
    List<PTContainer> containers = physicalPlan.getContainers();
    Assert.assertEquals("Number of containers", 5, containers.size());
    assignContainers(scm, containers);
    testOutputAttribute(dag, i1, scm, physicalPlan, false);
    testOutputAttribute(dag, op1, scm, physicalPlan, true);
}

Example 40 with PTContainer

use of com.datatorrent.stram.plan.physical.PTContainer in project apex-core by apache.

the class PartitioningTest method testDynamicDefaultPartitioning.

//@Ignore
@Test
@SuppressWarnings("SleepWhileInLoop")
public void testDynamicDefaultPartitioning() throws Exception {
    LogicalPlan dag = new LogicalPlan();
    dag.setAttribute(LogicalPlan.CONTAINERS_MAX_COUNT, 5);
    File checkpointDir = new File(TEST_OUTPUT_DIR, "testDynamicDefaultPartitioning");
    dag.setAttribute(Context.OperatorContext.STORAGE_AGENT, new AsyncFSStorageAgent(checkpointDir.getPath(), null));
    CollectorOperator.receivedTuples.clear();
    TestInputOperator<Integer> input = dag.addOperator("input", new TestInputOperator<Integer>());
    input.blockEndStream = true;
    CollectorOperator collector = dag.addOperator("partitionedCollector", new CollectorOperator());
    collector.prefix = "" + System.identityHashCode(collector);
    dag.setOperatorAttribute(collector, OperatorContext.PARTITIONER, new StatelessPartitioner<CollectorOperator>(2));
    dag.setOperatorAttribute(collector, OperatorContext.STATS_LISTENERS, Arrays.asList(new StatsListener[] { new PartitionLoadWatch() }));
    dag.addStream("fromInput", input.output, collector.input);
    CollectorOperator singleCollector = dag.addOperator("singleCollector", new CollectorOperator());
    singleCollector.prefix = "" + System.identityHashCode(singleCollector);
    dag.addStream("toSingleCollector", collector.output, singleCollector.input);
    StramLocalCluster lc = new StramLocalCluster(dag);
    lc.setHeartbeatMonitoringEnabled(false);
    lc.runAsync();
    List<PTOperator> partitions = assertNumberPartitions(2, lc, dag.getMeta(collector));
    Set<PTContainer> containers = Sets.newHashSet();
    for (PTOperator oper : partitions) {
        containers.add(oper.getContainer());
    }
    Assert.assertTrue("Number of containers are 4", 4 == lc.dnmgr.getPhysicalPlan().getContainers().size());
    PTOperator splitPartition = partitions.get(0);
    PartitionLoadWatch.put(splitPartition, 1);
    LOG.debug("Triggered split for {}", splitPartition);
    int count = 0;
    long startMillis = System.currentTimeMillis();
    while (count == 0 && startMillis > System.currentTimeMillis() - StramTestSupport.DEFAULT_TIMEOUT_MILLIS) {
        // yield
        sleep(20);
        count += lc.dnmgr.processEvents();
    }
    partitions = assertNumberPartitions(3, lc, dag.getMeta(collector));
    Assert.assertTrue("container reused", lc.dnmgr.getPhysicalPlan().getContainers().containsAll(containers));
    // check deployment
    for (PTOperator p : partitions) {
        StramTestSupport.waitForActivation(lc, p);
    }
    PartitionLoadWatch.remove(splitPartition);
    for (PTContainer container : lc.dnmgr.getPhysicalPlan().getContainers()) {
        int memory = 0;
        for (PTOperator operator : container.getOperators()) {
            memory += operator.getBufferServerMemory();
            memory += operator.getOperatorMeta().getValue(OperatorContext.MEMORY_MB);
        }
        Assert.assertEquals("memory", memory, container.getRequiredMemoryMB());
    }
    PTOperator planInput = lc.findByLogicalNode(dag.getMeta(input));
    LocalStreamingContainer c = StramTestSupport.waitForActivation(lc, planInput);
    Map<Integer, Node<?>> nodeMap = c.getNodes();
    Assert.assertEquals("number operators " + nodeMap, 1, nodeMap.size());
    @SuppressWarnings({ "unchecked" }) TestInputOperator<Integer> inputDeployed = (TestInputOperator<Integer>) nodeMap.get(planInput.getId()).getOperator();
    Assert.assertNotNull("" + nodeMap, inputDeployed);
    // add tuple that matches the partition key and check that each partition receives it
    ArrayList<Integer> inputTuples = new ArrayList<>();
    LOG.debug("Number of partitions {}", partitions.size());
    for (PTOperator p : partitions) {
        // default partitioning has one port mapping with a single partition key
        LOG.debug("Partition key map size: {}", p.getPartitionKeys().size());
        inputTuples.add(p.getPartitionKeys().values().iterator().next().partitions.iterator().next());
    }
    inputDeployed.testTuples = Collections.synchronizedList(new ArrayList<List<Integer>>());
    inputDeployed.testTuples.add(inputTuples);
    for (PTOperator p : partitions) {
        Integer expectedTuple = p.getPartitionKeys().values().iterator().next().partitions.iterator().next();
        List<Object> receivedTuples;
        int i = 0;
        while ((receivedTuples = CollectorOperator.receivedTuples.get(collector.prefix + p.getId())) == null || receivedTuples.isEmpty()) {
            if (i++ % 100 == 0) {
                LOG.debug("Waiting for tuple: " + p);
            }
            sleep(10);
        }
        Assert.assertEquals("received " + p, Arrays.asList(expectedTuple), receivedTuples);
    }
    // single output operator to receive tuple from each partition
    List<PTOperator> operators = lc.getPlanOperators(dag.getMeta(singleCollector));
    Assert.assertEquals("number output operator instances " + operators, 1, operators.size());
    // ensure redeploy
    StramTestSupport.waitForActivation(lc, operators.get(0));
    List<Object> receivedTuples;
    while ((receivedTuples = CollectorOperator.receivedTuples.get(singleCollector.prefix + operators.get(0).getId())) == null || receivedTuples.size() < inputTuples.size()) {
        LOG.debug("Waiting for tuple: " + operators.get(0) + " expected: " + inputTuples + " received: " + receivedTuples);
        sleep(20);
    }
    Assert.assertEquals("output tuples " + receivedTuples, Sets.newHashSet(inputTuples), Sets.newHashSet(receivedTuples));
    lc.shutdown();
}