Examples with ValueStateDescriptor org.apache.flink.api.common.state.ValueStateDescriptor used on opensource projects

Example 6 with ValueStateDescriptor

use of org.apache.flink.api.common.state.ValueStateDescriptor in project flink by apache.

the class MemoryStateBackendTest method testNumStateEntries.

@Test
@SuppressWarnings("unchecked")
public void testNumStateEntries() throws Exception {
    KeyedStateBackend<Integer> backend = createKeyedBackend(IntSerializer.INSTANCE);
    ValueStateDescriptor<String> kvId = new ValueStateDescriptor<>("id", String.class, null);
    kvId.initializeSerializerUnlessSet(new ExecutionConfig());
    HeapKeyedStateBackend<Integer> heapBackend = (HeapKeyedStateBackend<Integer>) backend;
    assertEquals(0, heapBackend.numStateEntries());
    ValueState<String> state = backend.getPartitionedState(VoidNamespace.INSTANCE, VoidNamespaceSerializer.INSTANCE, kvId);
    backend.setCurrentKey(0);
    state.update("hello");
    state.update("ciao");
    assertEquals(1, heapBackend.numStateEntries());
    backend.setCurrentKey(42);
    state.update("foo");
    assertEquals(2, heapBackend.numStateEntries());
    backend.setCurrentKey(0);
    state.clear();
    assertEquals(1, heapBackend.numStateEntries());
    backend.setCurrentKey(42);
    state.clear();
    assertEquals(0, heapBackend.numStateEntries());
    backend.dispose();
}

Example 7 with ValueStateDescriptor

use of org.apache.flink.api.common.state.ValueStateDescriptor in project flink by apache.

the class StreamingRuntimeContextTest method testValueStateInstantiation.

@Test
public void testValueStateInstantiation() throws Exception {
    final ExecutionConfig config = new ExecutionConfig();
    config.registerKryoType(Path.class);
    final AtomicReference<Object> descriptorCapture = new AtomicReference<>();
    StreamingRuntimeContext context = new StreamingRuntimeContext(createDescriptorCapturingMockOp(descriptorCapture, config), createMockEnvironment(), Collections.<String, Accumulator<?, ?>>emptyMap());
    ValueStateDescriptor<TaskInfo> descr = new ValueStateDescriptor<>("name", TaskInfo.class);
    context.getState(descr);
    StateDescriptor<?, ?> descrIntercepted = (StateDescriptor<?, ?>) descriptorCapture.get();
    TypeSerializer<?> serializer = descrIntercepted.getSerializer();
    // check that the Path class is really registered, i.e., the execution config was applied
    assertTrue(serializer instanceof KryoSerializer);
    assertTrue(((KryoSerializer<?>) serializer).getKryo().getRegistration(Path.class).getId() > 0);
}

Example 8 with ValueStateDescriptor

use of org.apache.flink.api.common.state.ValueStateDescriptor in project flink by apache.

the class KvStateServerTest method testSimpleRequest.

/**
	 * Tests a simple successful query via a SocketChannel.
	 */
@Test
public void testSimpleRequest() throws Exception {
    KvStateServer server = null;
    Bootstrap bootstrap = null;
    try {
        KvStateRegistry registry = new KvStateRegistry();
        KvStateRequestStats stats = new AtomicKvStateRequestStats();
        server = new KvStateServer(InetAddress.getLocalHost(), 0, 1, 1, registry, stats);
        server.start();
        KvStateServerAddress serverAddress = server.getAddress();
        int numKeyGroups = 1;
        AbstractStateBackend abstractBackend = new MemoryStateBackend();
        DummyEnvironment dummyEnv = new DummyEnvironment("test", 1, 0);
        dummyEnv.setKvStateRegistry(registry);
        AbstractKeyedStateBackend<Integer> backend = abstractBackend.createKeyedStateBackend(dummyEnv, new JobID(), "test_op", IntSerializer.INSTANCE, numKeyGroups, new KeyGroupRange(0, 0), registry.createTaskRegistry(new JobID(), new JobVertexID()));
        final KvStateServerHandlerTest.TestRegistryListener registryListener = new KvStateServerHandlerTest.TestRegistryListener();
        registry.registerListener(registryListener);
        ValueStateDescriptor<Integer> desc = new ValueStateDescriptor<>("any", IntSerializer.INSTANCE);
        desc.setQueryable("vanilla");
        ValueState<Integer> state = backend.getPartitionedState(VoidNamespace.INSTANCE, VoidNamespaceSerializer.INSTANCE, desc);
        // Update KvState
        int expectedValue = 712828289;
        int key = 99812822;
        backend.setCurrentKey(key);
        state.update(expectedValue);
        // Request
        byte[] serializedKeyAndNamespace = KvStateRequestSerializer.serializeKeyAndNamespace(key, IntSerializer.INSTANCE, VoidNamespace.INSTANCE, VoidNamespaceSerializer.INSTANCE);
        // Connect to the server
        final BlockingQueue<ByteBuf> responses = new LinkedBlockingQueue<>();
        bootstrap = createBootstrap(new LengthFieldBasedFrameDecoder(Integer.MAX_VALUE, 0, 4, 0, 4), new ChannelInboundHandlerAdapter() {

            @Override
            public void channelRead(ChannelHandlerContext ctx, Object msg) throws Exception {
                responses.add((ByteBuf) msg);
            }
        });
        Channel channel = bootstrap.connect(serverAddress.getHost(), serverAddress.getPort()).sync().channel();
        long requestId = Integer.MAX_VALUE + 182828L;
        assertTrue(registryListener.registrationName.equals("vanilla"));
        ByteBuf request = KvStateRequestSerializer.serializeKvStateRequest(channel.alloc(), requestId, registryListener.kvStateId, serializedKeyAndNamespace);
        channel.writeAndFlush(request);
        ByteBuf buf = responses.poll(TIMEOUT_MILLIS, TimeUnit.MILLISECONDS);
        assertEquals(KvStateRequestType.REQUEST_RESULT, KvStateRequestSerializer.deserializeHeader(buf));
        KvStateRequestResult response = KvStateRequestSerializer.deserializeKvStateRequestResult(buf);
        assertEquals(requestId, response.getRequestId());
        int actualValue = KvStateRequestSerializer.deserializeValue(response.getSerializedResult(), IntSerializer.INSTANCE);
        assertEquals(expectedValue, actualValue);
    } finally {
        if (server != null) {
            server.shutDown();
        }
        if (bootstrap != null) {
            EventLoopGroup group = bootstrap.group();
            if (group != null) {
                group.shutdownGracefully();
            }
        }
    }
}

Example 9 with ValueStateDescriptor

use of org.apache.flink.api.common.state.ValueStateDescriptor in project flink by apache.

the class QueryableStateClientTest method testIntegrationWithKvStateServer.

/**
	 * Tests queries against multiple servers.
	 *
	 * <p>The servers are populated with different keys and the client queries
	 * all available keys from all servers.
	 */
@Test
public void testIntegrationWithKvStateServer() throws Exception {
    // Config
    int numServers = 2;
    int numKeys = 1024;
    int numKeyGroups = 1;
    JobID jobId = new JobID();
    JobVertexID jobVertexId = new JobVertexID();
    KvStateServer[] servers = new KvStateServer[numServers];
    AtomicKvStateRequestStats[] serverStats = new AtomicKvStateRequestStats[numServers];
    QueryableStateClient client = null;
    KvStateClient networkClient = null;
    AtomicKvStateRequestStats networkClientStats = new AtomicKvStateRequestStats();
    MemoryStateBackend backend = new MemoryStateBackend();
    DummyEnvironment dummyEnv = new DummyEnvironment("test", 1, 0);
    AbstractKeyedStateBackend<Integer> keyedStateBackend = backend.createKeyedStateBackend(dummyEnv, new JobID(), "test_op", IntSerializer.INSTANCE, numKeyGroups, new KeyGroupRange(0, 0), new KvStateRegistry().createTaskRegistry(new JobID(), new JobVertexID()));
    try {
        KvStateRegistry[] registries = new KvStateRegistry[numServers];
        KvStateID[] kvStateIds = new KvStateID[numServers];
        List<HeapValueState<Integer, VoidNamespace, Integer>> kvStates = new ArrayList<>();
        // Start the servers
        for (int i = 0; i < numServers; i++) {
            registries[i] = new KvStateRegistry();
            serverStats[i] = new AtomicKvStateRequestStats();
            servers[i] = new KvStateServer(InetAddress.getLocalHost(), 0, 1, 1, registries[i], serverStats[i]);
            servers[i].start();
            ValueStateDescriptor<Integer> descriptor = new ValueStateDescriptor<>("any", IntSerializer.INSTANCE);
            RegisteredBackendStateMetaInfo<VoidNamespace, Integer> registeredBackendStateMetaInfo = new RegisteredBackendStateMetaInfo<>(descriptor.getType(), descriptor.getName(), VoidNamespaceSerializer.INSTANCE, IntSerializer.INSTANCE);
            // Register state
            HeapValueState<Integer, VoidNamespace, Integer> kvState = new HeapValueState<>(descriptor, new NestedMapsStateTable<Integer, VoidNamespace, Integer>(keyedStateBackend, registeredBackendStateMetaInfo), IntSerializer.INSTANCE, VoidNamespaceSerializer.INSTANCE);
            kvStates.add(kvState);
            kvStateIds[i] = registries[i].registerKvState(jobId, new JobVertexID(), new KeyGroupRange(i, i), "choco", kvState);
        }
        int[] expectedRequests = new int[numServers];
        for (int key = 0; key < numKeys; key++) {
            int targetKeyGroupIndex = MathUtils.murmurHash(key) % numServers;
            expectedRequests[targetKeyGroupIndex]++;
            HeapValueState<Integer, VoidNamespace, Integer> kvState = kvStates.get(targetKeyGroupIndex);
            keyedStateBackend.setCurrentKey(key);
            kvState.setCurrentNamespace(VoidNamespace.INSTANCE);
            kvState.update(1337 + key);
        }
        // Location lookup service
        KvStateLocation location = new KvStateLocation(jobId, jobVertexId, numServers, "choco");
        for (int keyGroupIndex = 0; keyGroupIndex < numServers; keyGroupIndex++) {
            location.registerKvState(new KeyGroupRange(keyGroupIndex, keyGroupIndex), kvStateIds[keyGroupIndex], servers[keyGroupIndex].getAddress());
        }
        KvStateLocationLookupService lookupService = mock(KvStateLocationLookupService.class);
        when(lookupService.getKvStateLookupInfo(eq(jobId), eq("choco"))).thenReturn(Futures.successful(location));
        // The client
        networkClient = new KvStateClient(1, networkClientStats);
        client = new QueryableStateClient(lookupService, networkClient, testActorSystem.dispatcher());
        // Send all queries
        List<Future<byte[]>> futures = new ArrayList<>(numKeys);
        for (int key = 0; key < numKeys; key++) {
            byte[] serializedKeyAndNamespace = KvStateRequestSerializer.serializeKeyAndNamespace(key, IntSerializer.INSTANCE, VoidNamespace.INSTANCE, VoidNamespaceSerializer.INSTANCE);
            futures.add(client.getKvState(jobId, "choco", key, serializedKeyAndNamespace));
        }
        // Verify results
        Future<Iterable<byte[]>> future = Futures.sequence(futures, testActorSystem.dispatcher());
        Iterable<byte[]> results = Await.result(future, timeout);
        int index = 0;
        for (byte[] buffer : results) {
            int deserializedValue = KvStateRequestSerializer.deserializeValue(buffer, IntSerializer.INSTANCE);
            assertEquals(1337 + index, deserializedValue);
            index++;
        }
        // Verify requests
        for (int i = 0; i < numServers; i++) {
            int numRetries = 10;
            for (int retry = 0; retry < numRetries; retry++) {
                try {
                    assertEquals("Unexpected number of requests", expectedRequests[i], serverStats[i].getNumRequests());
                    assertEquals("Unexpected success requests", expectedRequests[i], serverStats[i].getNumSuccessful());
                    assertEquals("Unexpected failed requests", 0, serverStats[i].getNumFailed());
                    break;
                } catch (Throwable t) {
                    // Retry
                    if (retry == numRetries - 1) {
                        throw t;
                    } else {
                        Thread.sleep(100);
                    }
                }
            }
        }
    } finally {
        if (client != null) {
            client.shutDown();
        }
        if (networkClient != null) {
            networkClient.shutDown();
        }
        for (KvStateServer server : servers) {
            if (server != null) {
                server.shutDown();
            }
        }
    }
}

Example 10 with ValueStateDescriptor

use of org.apache.flink.api.common.state.ValueStateDescriptor in project flink by apache.

the class RocksDBStateBackendTest method setupRocksKeyedStateBackend.

public void setupRocksKeyedStateBackend() throws Exception {
    blocker = new OneShotLatch();
    waiter = new OneShotLatch();
    testStreamFactory = new BlockerCheckpointStreamFactory(1024 * 1024);
    testStreamFactory.setBlockerLatch(blocker);
    testStreamFactory.setWaiterLatch(waiter);
    testStreamFactory.setAfterNumberInvocations(100);
    RocksDBStateBackend backend = getStateBackend();
    Environment env = new DummyEnvironment("TestTask", 1, 0);
    keyedStateBackend = (RocksDBKeyedStateBackend<Integer>) backend.createKeyedStateBackend(env, new JobID(), "Test", IntSerializer.INSTANCE, 2, new KeyGroupRange(0, 1), mock(TaskKvStateRegistry.class));
    testState1 = keyedStateBackend.getPartitionedState(VoidNamespace.INSTANCE, VoidNamespaceSerializer.INSTANCE, new ValueStateDescriptor<>("TestState-1", Integer.class, 0));
    testState2 = keyedStateBackend.getPartitionedState(VoidNamespace.INSTANCE, VoidNamespaceSerializer.INSTANCE, new ValueStateDescriptor<>("TestState-2", String.class, ""));
    allCreatedCloseables = new ArrayList<>();
    keyedStateBackend.db = spy(keyedStateBackend.db);
    doAnswer(new Answer<Object>() {

        @Override
        public Object answer(InvocationOnMock invocationOnMock) throws Throwable {
            RocksIterator rocksIterator = spy((RocksIterator) invocationOnMock.callRealMethod());
            allCreatedCloseables.add(rocksIterator);
            return rocksIterator;
        }
    }).when(keyedStateBackend.db).newIterator(any(ColumnFamilyHandle.class), any(ReadOptions.class));
    doAnswer(new Answer<Object>() {

        @Override
        public Object answer(InvocationOnMock invocationOnMock) throws Throwable {
            Snapshot snapshot = spy((Snapshot) invocationOnMock.callRealMethod());
            allCreatedCloseables.add(snapshot);
            return snapshot;
        }
    }).when(keyedStateBackend.db).getSnapshot();
    doAnswer(new Answer<Object>() {

        @Override
        public Object answer(InvocationOnMock invocationOnMock) throws Throwable {
            ColumnFamilyHandle snapshot = spy((ColumnFamilyHandle) invocationOnMock.callRealMethod());
            allCreatedCloseables.add(snapshot);
            return snapshot;
        }
    }).when(keyedStateBackend.db).createColumnFamily(any(ColumnFamilyDescriptor.class));
    for (int i = 0; i < 100; ++i) {
        keyedStateBackend.setCurrentKey(i);
        testState1.update(4200 + i);
        testState2.update("S-" + (4200 + i));
    }
}