public ContainerInfo getContainerInfo() {
ContainerInfo ci = new ContainerInfo();
ci.id = container.getExternalId();
ci.host = container.host;
ci.state = container.getState().name();
ci.jvmName = this.jvmName;
ci.numOperators = container.getOperators().size();
ci.memoryMBAllocated = container.getAllocatedMemoryMB();
ci.lastHeartbeat = lastHeartbeatMillis;
ci.memoryMBFree = this.memoryMBFree;
ci.gcCollectionCount = this.gcCollectionCount;
ci.gcCollectionTime = this.gcCollectionTime;
ci.startedTime = container.getStartedTime();
ci.finishedTime = container.getFinishedTime();
if (this.container.nodeHttpAddress != null) {
YarnConfiguration conf = new YarnConfiguration();
ci.containerLogsUrl =
ConfigUtils.getSchemePrefix(conf)
+ this.container.nodeHttpAddress
+ "/node/containerlogs/"
+ ci.id
+ "/"
+ System.getenv(ApplicationConstants.Environment.USER.toString());
ci.rawContainerLogsUrl =
ConfigUtils.getRawContainerLogsUrl(
conf,
container.nodeHttpAddress,
container.getPlan().getLogicalPlan().getAttributes().get(LogicalPlan.APPLICATION_ID),
ci.id);
}
return ci;
}
@Test
public void testRecoveryOrder() throws Exception {
GenericTestOperator node1 = dag.addOperator("node1", GenericTestOperator.class);
GenericTestOperator node2 = dag.addOperator("node2", GenericTestOperator.class);
GenericTestOperator node3 = dag.addOperator("node3", GenericTestOperator.class);
dag.addStream("n1n2", node1.outport1, node2.inport1);
dag.addStream("n2n3", node2.outport1, node3.inport1);
dag.getAttributes().put(LogicalPlan.CONTAINERS_MAX_COUNT, 2);
dag.setAttribute(OperatorContext.STORAGE_AGENT, new MemoryStorageAgent());
StreamingContainerManager scm = new StreamingContainerManager(dag);
Assert.assertEquals("" + scm.containerStartRequests, 2, scm.containerStartRequests.size());
scm.containerStartRequests.clear();
PhysicalPlan plan = scm.getPhysicalPlan();
List<PTContainer> containers = plan.getContainers();
Assert.assertEquals("" + containers, 2, plan.getContainers().size());
PTContainer c1 = containers.get(0);
Assert.assertEquals("c1.operators " + c1.getOperators(), 2, c1.getOperators().size());
PTContainer c2 = containers.get(1);
Assert.assertEquals("c2.operators " + c2.getOperators(), 1, c2.getOperators().size());
assignContainer(scm, "container1");
assignContainer(scm, "container2");
StreamingContainerAgent sca1 = scm.getContainerAgent(c1.getExternalId());
StreamingContainerAgent sca2 = scm.getContainerAgent(c2.getExternalId());
Assert.assertEquals("", 0, countState(sca1.container, PTOperator.State.PENDING_UNDEPLOY));
Assert.assertEquals("", 2, countState(sca1.container, PTOperator.State.PENDING_DEPLOY));
scm.scheduleContainerRestart(c1.getExternalId());
Assert.assertEquals("", 0, countState(sca1.container, PTOperator.State.PENDING_UNDEPLOY));
Assert.assertEquals("", 2, countState(sca1.container, PTOperator.State.PENDING_DEPLOY));
Assert.assertEquals("" + scm.containerStartRequests, 1, scm.containerStartRequests.size());
ContainerStartRequest dr = scm.containerStartRequests.peek();
Assert.assertNotNull(dr);
Assert.assertEquals(
"" + sca2.container, 1, countState(sca2.container, PTOperator.State.PENDING_UNDEPLOY));
Assert.assertEquals(
"" + sca2.container, 0, countState(sca2.container, PTOperator.State.PENDING_DEPLOY));
}
@Test
public void testRecoveryUpstreamInline() throws Exception {
GenericTestOperator o1 = dag.addOperator("o1", GenericTestOperator.class);
GenericTestOperator o2 = dag.addOperator("o2", GenericTestOperator.class);
GenericTestOperator o3 = dag.addOperator("o3", GenericTestOperator.class);
dag.addStream("o1o3", o1.outport1, o3.inport1);
dag.addStream("o2o3", o2.outport1, o3.inport2);
dag.getAttributes().put(LogicalPlan.CONTAINERS_MAX_COUNT, 2);
dag.setAttribute(OperatorContext.STORAGE_AGENT, new MemoryStorageAgent());
StreamingContainerManager scm = new StreamingContainerManager(dag);
PhysicalPlan plan = scm.getPhysicalPlan();
Assert.assertEquals(2, plan.getContainers().size());
plan.getOperators(dag.getMeta(o1)).get(0);
Assert.assertEquals(2, plan.getContainers().size());
PTContainer c1 = plan.getContainers().get(0);
Assert.assertEquals(
Sets.newHashSet(
plan.getOperators(dag.getMeta(o1)).get(0), plan.getOperators(dag.getMeta(o3)).get(0)),
Sets.newHashSet(c1.getOperators()));
PTContainer c2 = plan.getContainers().get(1);
assignContainer(scm, "c1");
assignContainer(scm, "c2");
for (PTOperator oper : c1.getOperators()) {
Assert.assertEquals("state " + oper, PTOperator.State.PENDING_DEPLOY, oper.getState());
}
scm.scheduleContainerRestart(c2.getExternalId());
for (PTOperator oper : c1.getOperators()) {
Assert.assertEquals("state " + oper, PTOperator.State.PENDING_UNDEPLOY, oper.getState());
}
}
@Test
public void testWriteAheadLog() throws Exception {
final MutableInt flushCount = new MutableInt();
final MutableBoolean isClosed = new MutableBoolean(false);
LogicalPlan dag = new LogicalPlan();
dag.setAttribute(LogicalPlan.APPLICATION_PATH, testMeta.dir);
dag.setAttribute(OperatorContext.STORAGE_AGENT, new FSStorageAgent(testMeta.dir, null));
TestGeneratorInputOperator o1 = dag.addOperator("o1", TestGeneratorInputOperator.class);
StreamingContainerManager scm = new StreamingContainerManager(dag);
PhysicalPlan plan = scm.getPhysicalPlan();
Journal j = scm.getJournal();
ByteArrayOutputStream bos =
new ByteArrayOutputStream() {
@Override
public void flush() throws IOException {
super.flush();
flushCount.increment();
}
@Override
public void close() throws IOException {
super.close();
isClosed.setValue(true);
}
};
j.setOutputStream(new DataOutputStream(bos));
PTOperator o1p1 = plan.getOperators(dag.getMeta(o1)).get(0);
assertEquals(PTOperator.State.PENDING_DEPLOY, o1p1.getState());
String externalId = new MockContainer(scm, o1p1.getContainer()).container.getExternalId();
assertEquals("flush count", 1, flushCount.intValue());
o1p1.setState(PTOperator.State.ACTIVE);
assertEquals(PTOperator.State.ACTIVE, o1p1.getState());
assertEquals("flush count", 2, flushCount.intValue());
assertEquals("is closed", false, isClosed.booleanValue());
// this will close the stream. There are 2 calls to flush() during the close() - one in Kryo
// Output and one
// in FilterOutputStream
j.setOutputStream(null);
assertEquals("flush count", 4, flushCount.intValue());
assertEquals("is closed", true, isClosed.booleanValue());
// output stream is closed, so state will be changed without recording it in the journal
o1p1.setState(PTOperator.State.INACTIVE);
assertEquals(PTOperator.State.INACTIVE, o1p1.getState());
assertEquals("flush count", 4, flushCount.intValue());
ByteArrayInputStream bis = new ByteArrayInputStream(bos.toByteArray());
j.replay(new DataInputStream(bis));
assertEquals(PTOperator.State.ACTIVE, o1p1.getState());
InetSocketAddress addr1 = InetSocketAddress.createUnresolved("host1", 1);
PTContainer c1 = plan.getContainers().get(0);
c1.setState(PTContainer.State.ALLOCATED);
c1.host = "host1";
c1.bufferServerAddress = addr1;
c1.setAllocatedMemoryMB(2);
c1.setRequiredMemoryMB(1);
c1.setAllocatedVCores(3);
c1.setRequiredVCores(4);
j.setOutputStream(new DataOutputStream(bos));
j.write(c1.getSetContainerState());
c1.setExternalId(null);
c1.setState(PTContainer.State.NEW);
c1.setExternalId(null);
c1.host = null;
c1.bufferServerAddress = null;
bis = new ByteArrayInputStream(bos.toByteArray());
j.replay(new DataInputStream(bis));
assertEquals(externalId, c1.getExternalId());
assertEquals(PTContainer.State.ALLOCATED, c1.getState());
assertEquals("host1", c1.host);
assertEquals(addr1, c1.bufferServerAddress);
assertEquals(1, c1.getRequiredMemoryMB());
assertEquals(2, c1.getAllocatedMemoryMB());
assertEquals(3, c1.getAllocatedVCores());
assertEquals(4, c1.getRequiredVCores());
j.write(scm.getSetOperatorProperty("o1", "maxTuples", "100"));
o1.setMaxTuples(10);
j.setOutputStream(null);
bis = new ByteArrayInputStream(bos.toByteArray());
j.replay(new DataInputStream(bis));
assertEquals(100, o1.getMaxTuples());
j.setOutputStream(new DataOutputStream(bos));
scm.setOperatorProperty("o1", "maxTuples", "10");
assertEquals(10, o1.getMaxTuples());
o1.setMaxTuples(100);
assertEquals(100, o1.getMaxTuples());
j.setOutputStream(null);
bis = new ByteArrayInputStream(bos.toByteArray());
j.replay(new DataInputStream(bis));
assertEquals(10, o1.getMaxTuples());
j.setOutputStream(new DataOutputStream(bos));
scm.setPhysicalOperatorProperty(o1p1.getId(), "maxTuples", "50");
}
/**
* Test serialization of the container manager with mock execution layer.
*
* @throws Exception
*/
private void testContainerManager(StorageAgent agent) throws Exception {
FileUtils.deleteDirectory(new File(testMeta.dir)); // clean any state from previous run
LogicalPlan dag = new LogicalPlan();
dag.setAttribute(LogicalPlan.APPLICATION_PATH, testMeta.dir);
dag.setAttribute(OperatorContext.STORAGE_AGENT, agent);
StatsListeningOperator o1 = dag.addOperator("o1", StatsListeningOperator.class);
FSRecoveryHandler recoveryHandler =
new FSRecoveryHandler(dag.assertAppPath(), new Configuration(false));
StreamingContainerManager scm =
StreamingContainerManager.getInstance(recoveryHandler, dag, false);
File expFile = new File(recoveryHandler.getDir(), FSRecoveryHandler.FILE_SNAPSHOT);
Assert.assertTrue("snapshot file " + expFile, expFile.exists());
PhysicalPlan plan = scm.getPhysicalPlan();
assertEquals("number required containers", 1, plan.getContainers().size());
PTOperator o1p1 = plan.getOperators(dag.getMeta(o1)).get(0);
@SuppressWarnings(
"UnusedAssignment") /* sneaky: the constructor does some changes to the container */
MockContainer mc = new MockContainer(scm, o1p1.getContainer());
PTContainer originalContainer = o1p1.getContainer();
Assert.assertNotNull(o1p1.getContainer().bufferServerAddress);
assertEquals(PTContainer.State.ACTIVE, o1p1.getContainer().getState());
assertEquals("state " + o1p1, PTOperator.State.PENDING_DEPLOY, o1p1.getState());
// test restore initial snapshot + log
dag = new LogicalPlan();
dag.setAttribute(LogicalPlan.APPLICATION_PATH, testMeta.dir);
scm =
StreamingContainerManager.getInstance(
new FSRecoveryHandler(dag.assertAppPath(), new Configuration(false)), dag, false);
dag = scm.getLogicalPlan();
plan = scm.getPhysicalPlan();
o1p1 = plan.getOperators(dag.getOperatorMeta("o1")).get(0);
assertEquals("post restore state " + o1p1, PTOperator.State.PENDING_DEPLOY, o1p1.getState());
o1 = (StatsListeningOperator) o1p1.getOperatorMeta().getOperator();
assertEquals(
"containerId", originalContainer.getExternalId(), o1p1.getContainer().getExternalId());
assertEquals("stats listener", 1, o1p1.statsListeners.size());
assertEquals("number stats calls", 0, o1.processStatsCnt); // stats are not logged
assertEquals("post restore 1", PTContainer.State.ALLOCATED, o1p1.getContainer().getState());
assertEquals(
"post restore 1",
originalContainer.bufferServerAddress,
o1p1.getContainer().bufferServerAddress);
StreamingContainerAgent sca = scm.getContainerAgent(originalContainer.getExternalId());
Assert.assertNotNull("allocated container restored " + originalContainer, sca);
assertEquals(
"memory usage allocated container",
(int) OperatorContext.MEMORY_MB.defaultValue,
sca.container.getAllocatedMemoryMB());
// YARN-1490 - simulate container terminated on AM recovery
scm.scheduleContainerRestart(originalContainer.getExternalId());
assertEquals("memory usage of failed container", 0, sca.container.getAllocatedMemoryMB());
Checkpoint firstCheckpoint = new Checkpoint(3, 0, 0);
mc = new MockContainer(scm, o1p1.getContainer());
checkpoint(scm, o1p1, firstCheckpoint);
mc.stats(o1p1.getId())
.deployState(OperatorHeartbeat.DeployState.ACTIVE)
.currentWindowId(3)
.checkpointWindowId(3);
mc.sendHeartbeat();
assertEquals("state " + o1p1, PTOperator.State.ACTIVE, o1p1.getState());
// logical plan modification triggers snapshot
CreateOperatorRequest cor = new CreateOperatorRequest();
cor.setOperatorFQCN(GenericTestOperator.class.getName());
cor.setOperatorName("o2");
CreateStreamRequest csr = new CreateStreamRequest();
csr.setSourceOperatorName("o1");
csr.setSourceOperatorPortName("outport");
csr.setSinkOperatorName("o2");
csr.setSinkOperatorPortName("inport1");
FutureTask<?> lpmf = scm.logicalPlanModification(Lists.newArrayList(cor, csr));
while (!lpmf.isDone()) {
scm.monitorHeartbeat();
}
Assert.assertNull(lpmf.get()); // unmask exception, if any
Assert.assertSame("dag references", dag, scm.getLogicalPlan());
assertEquals("number operators after plan modification", 2, dag.getAllOperators().size());
// set operator state triggers journal write
o1p1.setState(PTOperator.State.INACTIVE);
Checkpoint offlineCheckpoint = new Checkpoint(10, 0, 0);
// write checkpoint while AM is out,
// it needs to be picked up as part of restore
checkpoint(scm, o1p1, offlineCheckpoint);
// test restore
dag = new LogicalPlan();
dag.setAttribute(LogicalPlan.APPLICATION_PATH, testMeta.dir);
scm =
StreamingContainerManager.getInstance(
new FSRecoveryHandler(dag.assertAppPath(), new Configuration(false)), dag, false);
Assert.assertNotSame("dag references", dag, scm.getLogicalPlan());
assertEquals(
"number operators after restore", 2, scm.getLogicalPlan().getAllOperators().size());
dag = scm.getLogicalPlan();
plan = scm.getPhysicalPlan();
o1p1 = plan.getOperators(dag.getOperatorMeta("o1")).get(0);
assertEquals("post restore state " + o1p1, PTOperator.State.INACTIVE, o1p1.getState());
o1 = (StatsListeningOperator) o1p1.getOperatorMeta().getOperator();
assertEquals("stats listener", 1, o1p1.statsListeners.size());
assertEquals("number stats calls post restore", 1, o1.processStatsCnt);
assertEquals("post restore 1", PTContainer.State.ACTIVE, o1p1.getContainer().getState());
assertEquals(
"post restore 1",
originalContainer.bufferServerAddress,
o1p1.getContainer().bufferServerAddress);
// offline checkpoint detection
assertEquals(
"checkpoints after recovery",
Lists.newArrayList(firstCheckpoint, offlineCheckpoint),
o1p1.checkpoints);
}
public void addOperatorRequest(StramToNodeRequest r) {
LOG.info("Adding operator request {} {}", container.getExternalId(), r);
this.operatorRequests.add(r);
}
@Test
public void testStaticPartitioning() {
//
// ,---> node2----,
// | |
// node1---+---> node2----+--->unifier--->node3
// | |
// '---> node2----'
//
GenericTestOperator node1 = dag.addOperator("node1", GenericTestOperator.class);
PhysicalPlanTest.PartitioningTestOperator node2 =
dag.addOperator("node2", PhysicalPlanTest.PartitioningTestOperator.class);
node2.setPartitionCount(3);
dag.setAttribute(
node2, OperatorContext.SPIN_MILLIS, 10); /* this should not affect anything materially */
dag.setOutputPortAttribute(node2.outport1, PortContext.QUEUE_CAPACITY, 1111);
GenericTestOperator node3 = dag.addOperator("node3", GenericTestOperator.class);
dag.setInputPortAttribute(node3.inport1, PortContext.QUEUE_CAPACITY, 2222);
LogicalPlan.StreamMeta n1n2 = dag.addStream("n1n2", node1.outport1, node2.inport1);
LogicalPlan.StreamMeta n2n3 = dag.addStream("n2n3", node2.outport1, node3.inport1);
dag.setAttribute(LogicalPlan.CONTAINERS_MAX_COUNT, Integer.MAX_VALUE);
MemoryStorageAgent msa = new MemoryStorageAgent();
dag.setAttribute(OperatorContext.STORAGE_AGENT, msa);
StreamingContainerManager dnm = new StreamingContainerManager(dag);
PhysicalPlan plan = dnm.getPhysicalPlan();
Assert.assertEquals("number containers", 6, plan.getContainers().size());
List<StreamingContainerAgent> containerAgents = Lists.newArrayList();
for (int i = 0; i < plan.getContainers().size(); i++) {
containerAgents.add(assignContainer(dnm, "container" + (i + 1)));
}
PTContainer c = plan.getOperators(dag.getMeta(node1)).get(0).getContainer();
StreamingContainerAgent sca1 = dnm.getContainerAgent(c.getExternalId());
List<OperatorDeployInfo> c1 = getDeployInfo(sca1);
Assert.assertEquals("number operators assigned to container", 1, c1.size());
Assert.assertTrue(
dag.getMeta(node2) + " assigned to " + sca1.container.getExternalId(),
containsNodeContext(c1, dag.getMeta(node1)));
List<PTOperator> o2Partitions = plan.getOperators(dag.getMeta(node2));
Assert.assertEquals(
"number partitions", TestStaticPartitioningSerDe.partitions.length, o2Partitions.size());
for (int i = 0; i < o2Partitions.size(); i++) {
String containerId = o2Partitions.get(i).getContainer().getExternalId();
List<OperatorDeployInfo> cc = getDeployInfo(dnm.getContainerAgent(containerId));
Assert.assertEquals("number operators assigned to container", 1, cc.size());
Assert.assertTrue(
dag.getMeta(node2) + " assigned to " + containerId,
containsNodeContext(cc, dag.getMeta(node2)));
// n1n2 in, mergeStream out
OperatorDeployInfo ndi = cc.get(0);
Assert.assertEquals("type " + ndi, OperatorDeployInfo.OperatorType.GENERIC, ndi.type);
Assert.assertEquals("inputs " + ndi, 1, ndi.inputs.size());
Assert.assertEquals("outputs " + ndi, 1, ndi.outputs.size());
InputDeployInfo nidi = ndi.inputs.get(0);
Assert.assertEquals("stream " + nidi, n1n2.getName(), nidi.declaredStreamId);
Assert.assertEquals(
"partition for " + containerId,
Sets.newHashSet(node2.partitionKeys[i]),
nidi.partitionKeys);
Assert.assertEquals("number stream codecs for " + nidi, 1, nidi.streamCodecs.size());
}
// unifier
List<PTOperator> o2Unifiers = plan.getMergeOperators(dag.getMeta(node2));
Assert.assertEquals("number unifiers", 1, o2Unifiers.size());
List<OperatorDeployInfo> cUnifier =
getDeployInfo(dnm.getContainerAgent(o2Unifiers.get(0).getContainer().getExternalId()));
Assert.assertEquals("number operators " + cUnifier, 1, cUnifier.size());
OperatorDeployInfo mergeNodeDI =
getNodeDeployInfo(cUnifier, dag.getMeta(node2).getMeta(node2.outport1).getUnifierMeta());
Assert.assertNotNull("unifier for " + node2, mergeNodeDI);
Assert.assertEquals(
"type " + mergeNodeDI, OperatorDeployInfo.OperatorType.UNIFIER, mergeNodeDI.type);
Assert.assertEquals("inputs " + mergeNodeDI, 3, mergeNodeDI.inputs.size());
List<Integer> sourceNodeIds = Lists.newArrayList();
for (InputDeployInfo nidi : mergeNodeDI.inputs) {
Assert.assertEquals("streamName " + nidi, n2n3.getName(), nidi.declaredStreamId);
String mergePortName =
"<merge#" + dag.getMeta(node2).getMeta(node2.outport1).getPortName() + ">";
Assert.assertEquals("portName " + nidi, mergePortName, nidi.portName);
Assert.assertNotNull("sourceNodeId " + nidi, nidi.sourceNodeId);
Assert.assertNotNull("contextAttributes " + nidi, nidi.contextAttributes);
Assert.assertEquals(
"contextAttributes ", new Integer(1111), nidi.getValue(PortContext.QUEUE_CAPACITY));
sourceNodeIds.add(nidi.sourceNodeId);
}
for (PTOperator node : dnm.getPhysicalPlan().getOperators(dag.getMeta(node2))) {
Assert.assertTrue(
sourceNodeIds + " contains " + node.getId(), sourceNodeIds.contains(node.getId()));
}
Assert.assertEquals("outputs " + mergeNodeDI, 1, mergeNodeDI.outputs.size());
for (OutputDeployInfo odi : mergeNodeDI.outputs) {
Assert.assertNotNull("contextAttributes " + odi, odi.contextAttributes);
Assert.assertEquals(
"contextAttributes ", new Integer(2222), odi.getValue(PortContext.QUEUE_CAPACITY));
}
try {
Object operator = msa.load(mergeNodeDI.id, Stateless.WINDOW_ID);
Assert.assertTrue("" + operator, operator instanceof DefaultUnifier);
} catch (IOException ex) {
throw new RuntimeException(ex);
}
// node3 container
c = plan.getOperators(dag.getMeta(node3)).get(0).getContainer();
List<OperatorDeployInfo> cmerge = getDeployInfo(dnm.getContainerAgent(c.getExternalId()));
Assert.assertEquals("number operators " + cmerge, 1, cmerge.size());
OperatorDeployInfo node3DI = getNodeDeployInfo(cmerge, dag.getMeta(node3));
Assert.assertNotNull(dag.getMeta(node3) + " assigned", node3DI);
Assert.assertEquals("inputs " + node3DI, 1, node3DI.inputs.size());
InputDeployInfo node3In = node3DI.inputs.get(0);
Assert.assertEquals("streamName " + node3In, n2n3.getName(), node3In.declaredStreamId);
Assert.assertEquals(
"portName " + node3In,
dag.getMeta(node3).getMeta(node3.inport1).getPortName(),
node3In.portName);
Assert.assertNotNull("sourceNodeId " + node3DI, node3In.sourceNodeId);
Assert.assertEquals(
"sourcePortName " + node3DI, mergeNodeDI.outputs.get(0).portName, node3In.sourcePortName);
}