Examples with Endpoint com.google.cloud.aiplatform.v1.Endpoint used on opensource projects

Example 11 with Endpoint

use of com.google.cloud.aiplatform.v1.Endpoint in project java-aiplatform by googleapis.

the class CreateEndpointSample method createEndpointSample.

static void createEndpointSample(String project, String endpointDisplayName) throws IOException, InterruptedException, ExecutionException, TimeoutException {
    EndpointServiceSettings endpointServiceSettings = EndpointServiceSettings.newBuilder().setEndpoint("us-central1-aiplatform.googleapis.com:443").build();
    // the "close" method on the client to safely clean up any remaining background resources.
    try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create(endpointServiceSettings)) {
        String location = "us-central1";
        LocationName locationName = LocationName.of(project, location);
        Endpoint endpoint = Endpoint.newBuilder().setDisplayName(endpointDisplayName).build();
        OperationFuture<Endpoint, CreateEndpointOperationMetadata> endpointFuture = endpointServiceClient.createEndpointAsync(locationName, endpoint);
        System.out.format("Operation name: %s\n", endpointFuture.getInitialFuture().get().getName());
        System.out.println("Waiting for operation to finish...");
        Endpoint endpointResponse = endpointFuture.get(300, TimeUnit.SECONDS);
        System.out.println("Create Endpoint Response");
        System.out.format("Name: %s\n", endpointResponse.getName());
        System.out.format("Display Name: %s\n", endpointResponse.getDisplayName());
        System.out.format("Description: %s\n", endpointResponse.getDescription());
        System.out.format("Labels: %s\n", endpointResponse.getLabelsMap());
        System.out.format("Create Time: %s\n", endpointResponse.getCreateTime());
        System.out.format("Update Time: %s\n", endpointResponse.getUpdateTime());
    }
}

Example 12 with Endpoint

use of com.google.cloud.aiplatform.v1.Endpoint in project java-aiplatform by googleapis.

the class CreateTrainingPipelineImageObjectDetectionSample method createTrainingPipelineImageObjectDetectionSample.

static void createTrainingPipelineImageObjectDetectionSample(String project, String trainingPipelineDisplayName, String datasetId, String modelDisplayName) throws IOException {
    PipelineServiceSettings pipelineServiceSettings = PipelineServiceSettings.newBuilder().setEndpoint("us-central1-aiplatform.googleapis.com:443").build();
    // the "close" method on the client to safely clean up any remaining background resources.
    try (PipelineServiceClient pipelineServiceClient = PipelineServiceClient.create(pipelineServiceSettings)) {
        String location = "us-central1";
        String trainingTaskDefinition = "gs://google-cloud-aiplatform/schema/trainingjob/definition/" + "automl_image_object_detection_1.0.0.yaml";
        LocationName locationName = LocationName.of(project, location);
        AutoMlImageObjectDetectionInputs autoMlImageObjectDetectionInputs = AutoMlImageObjectDetectionInputs.newBuilder().setModelType(ModelType.CLOUD_HIGH_ACCURACY_1).setBudgetMilliNodeHours(20000).setDisableEarlyStopping(false).build();
        InputDataConfig trainingInputDataConfig = InputDataConfig.newBuilder().setDatasetId(datasetId).build();
        Model model = Model.newBuilder().setDisplayName(modelDisplayName).build();
        TrainingPipeline trainingPipeline = TrainingPipeline.newBuilder().setDisplayName(trainingPipelineDisplayName).setTrainingTaskDefinition(trainingTaskDefinition).setTrainingTaskInputs(ValueConverter.toValue(autoMlImageObjectDetectionInputs)).setInputDataConfig(trainingInputDataConfig).setModelToUpload(model).build();
        TrainingPipeline trainingPipelineResponse = pipelineServiceClient.createTrainingPipeline(locationName, trainingPipeline);
        System.out.println("Create Training Pipeline Image Object Detection Response");
        System.out.format("Name: %s\n", trainingPipelineResponse.getName());
        System.out.format("Display Name: %s\n", trainingPipelineResponse.getDisplayName());
        System.out.format("Training Task Definition %s\n", trainingPipelineResponse.getTrainingTaskDefinition());
        System.out.format("Training Task Inputs: %s\n", trainingPipelineResponse.getTrainingTaskInputs());
        System.out.format("Training Task Metadata: %s\n", trainingPipelineResponse.getTrainingTaskMetadata());
        System.out.format("State: %s\n", trainingPipelineResponse.getState());
        System.out.format("Create Time: %s\n", trainingPipelineResponse.getCreateTime());
        System.out.format("StartTime %s\n", trainingPipelineResponse.getStartTime());
        System.out.format("End Time: %s\n", trainingPipelineResponse.getEndTime());
        System.out.format("Update Time: %s\n", trainingPipelineResponse.getUpdateTime());
        System.out.format("Labels: %s\n", trainingPipelineResponse.getLabelsMap());
        InputDataConfig inputDataConfig = trainingPipelineResponse.getInputDataConfig();
        System.out.println("Input Data Config");
        System.out.format("Dataset Id: %s", inputDataConfig.getDatasetId());
        System.out.format("Annotations Filter: %s\n", inputDataConfig.getAnnotationsFilter());
        FractionSplit fractionSplit = inputDataConfig.getFractionSplit();
        System.out.println("Fraction Split");
        System.out.format("Training Fraction: %s\n", fractionSplit.getTrainingFraction());
        System.out.format("Validation Fraction: %s\n", fractionSplit.getValidationFraction());
        System.out.format("Test Fraction: %s\n", fractionSplit.getTestFraction());
        FilterSplit filterSplit = inputDataConfig.getFilterSplit();
        System.out.println("Filter Split");
        System.out.format("Training Filter: %s\n", filterSplit.getTrainingFilter());
        System.out.format("Validation Filter: %s\n", filterSplit.getValidationFilter());
        System.out.format("Test Filter: %s\n", filterSplit.getTestFilter());
        PredefinedSplit predefinedSplit = inputDataConfig.getPredefinedSplit();
        System.out.println("Predefined Split");
        System.out.format("Key: %s\n", predefinedSplit.getKey());
        TimestampSplit timestampSplit = inputDataConfig.getTimestampSplit();
        System.out.println("Timestamp Split");
        System.out.format("Training Fraction: %s\n", timestampSplit.getTrainingFraction());
        System.out.format("Validation Fraction: %s\n", timestampSplit.getValidationFraction());
        System.out.format("Test Fraction: %s\n", timestampSplit.getTestFraction());
        System.out.format("Key: %s\n", timestampSplit.getKey());
        Model modelResponse = trainingPipelineResponse.getModelToUpload();
        System.out.println("Model To Upload");
        System.out.format("Name: %s\n", modelResponse.getName());
        System.out.format("Display Name: %s\n", modelResponse.getDisplayName());
        System.out.format("Description: %s\n", modelResponse.getDescription());
        System.out.format("Metadata Schema Uri: %s\n", modelResponse.getMetadataSchemaUri());
        System.out.format("Metadata: %s\n", modelResponse.getMetadata());
        System.out.format("Training Pipeline: %s\n", modelResponse.getTrainingPipeline());
        System.out.format("Artifact Uri: %s\n", modelResponse.getArtifactUri());
        System.out.format("Supported Deployment Resources Types: %s\n", modelResponse.getSupportedDeploymentResourcesTypesList());
        System.out.format("Supported Input Storage Formats: %s\n", modelResponse.getSupportedInputStorageFormatsList());
        System.out.format("Supported Output Storage Formats: %s\n", modelResponse.getSupportedOutputStorageFormatsList());
        System.out.format("Create Time: %s\n", modelResponse.getCreateTime());
        System.out.format("Update Time: %s\n", modelResponse.getUpdateTime());
        System.out.format("Labels: %sn\n", modelResponse.getLabelsMap());
        PredictSchemata predictSchemata = modelResponse.getPredictSchemata();
        System.out.println("Predict Schemata");
        System.out.format("Instance Schema Uri: %s\n", predictSchemata.getInstanceSchemaUri());
        System.out.format("Parameters Schema Uri: %s\n", predictSchemata.getParametersSchemaUri());
        System.out.format("Prediction Schema Uri: %s\n", predictSchemata.getPredictionSchemaUri());
        for (ExportFormat exportFormat : modelResponse.getSupportedExportFormatsList()) {
            System.out.println("Supported Export Format");
            System.out.format("Id: %s\n", exportFormat.getId());
        }
        ModelContainerSpec modelContainerSpec = modelResponse.getContainerSpec();
        System.out.println("Container Spec");
        System.out.format("Image Uri: %s\n", modelContainerSpec.getImageUri());
        System.out.format("Command: %s\n", modelContainerSpec.getCommandList());
        System.out.format("Args: %s\n", modelContainerSpec.getArgsList());
        System.out.format("Predict Route: %s\n", modelContainerSpec.getPredictRoute());
        System.out.format("Health Route: %s\n", modelContainerSpec.getHealthRoute());
        for (EnvVar envVar : modelContainerSpec.getEnvList()) {
            System.out.println("Env");
            System.out.format("Name: %s\n", envVar.getName());
            System.out.format("Value: %s\n", envVar.getValue());
        }
        for (Port port : modelContainerSpec.getPortsList()) {
            System.out.println("Port");
            System.out.format("Container Port: %s\n", port.getContainerPort());
        }
        for (DeployedModelRef deployedModelRef : modelResponse.getDeployedModelsList()) {
            System.out.println("Deployed Model");
            System.out.format("Endpoint: %s\n", deployedModelRef.getEndpoint());
            System.out.format("Deployed Model Id: %s\n", deployedModelRef.getDeployedModelId());
        }
        Status status = trainingPipelineResponse.getError();
        System.out.println("Error");
        System.out.format("Code: %s\n", status.getCode());
        System.out.format("Message: %s\n", status.getMessage());
    }
}

Example 13 with Endpoint

use of com.google.cloud.aiplatform.v1.Endpoint in project java-aiplatform by googleapis.

the class DeleteEndpointSample method deleteEndpointSample.

static void deleteEndpointSample(String project, String endpointId) throws IOException, InterruptedException, ExecutionException, TimeoutException {
    EndpointServiceSettings endpointServiceSettings = EndpointServiceSettings.newBuilder().setEndpoint("us-central1-aiplatform.googleapis.com:443").build();
    // the "close" method on the client to safely clean up any remaining background resources.
    try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create(endpointServiceSettings)) {
        String location = "us-central1";
        EndpointName endpointName = EndpointName.of(project, location, endpointId);
        OperationFuture<Empty, DeleteOperationMetadata> operationFuture = endpointServiceClient.deleteEndpointAsync(endpointName);
        System.out.format("Operation name: %s\n", operationFuture.getInitialFuture().get().getName());
        System.out.println("Waiting for operation to finish...");
        Empty deleteResponse = operationFuture.get(300, TimeUnit.SECONDS);
        System.out.format("Delete Endpoint Response: %s\n", deleteResponse);
    }
}

Example 14 with Endpoint

use of com.google.cloud.aiplatform.v1.Endpoint in project jboss-remoting by jboss-remoting.

the class TimeOutConnectionTestCase method doTest.

private void doTest(OptionMap connectionProviderOptions) throws Exception {
    try (final ServerSocketChannel channel = ServerSocketChannel.open()) {
        channel.configureBlocking(true);
        channel.socket().bind(new InetSocketAddress("localhost", 30123));
        Thread acceptThread = new Thread(new Accept(channel));
        acceptThread.start();
        // create endpoint, auth provider, etc, create server
        final EndpointBuilder endpointBuilder = Endpoint.builder();
        final XnioWorker.Builder workerBuilder = endpointBuilder.buildXnioWorker(Xnio.getInstance());
        workerBuilder.setCoreWorkerPoolSize(4).setMaxWorkerPoolSize(4).setWorkerIoThreads(4);
        endpointBuilder.setEndpointName("test");
        try (Endpoint ep = endpointBuilder.build()) {
            endpoint = ep;
            final SecurityDomain.Builder domainBuilder = SecurityDomain.builder();
            final SimpleMapBackedSecurityRealm mainRealm = new SimpleMapBackedSecurityRealm();
            domainBuilder.addRealm("mainRealm", mainRealm);
            domainBuilder.setDefaultRealmName("mainRealm");
            final PasswordFactory passwordFactory = PasswordFactory.getInstance("clear");
            mainRealm.setPasswordMap("bob", passwordFactory.generatePassword(new ClearPasswordSpec("pass".toCharArray())));
            // create connect and close endpoint threads
            IoFuture<Connection> futureConnection = AuthenticationContext.empty().with(MatchRule.ALL, AuthenticationConfiguration.empty().useName("bob").usePassword("pass")).run(new PrivilegedAction<IoFuture<Connection>>() {

                public IoFuture<Connection> run() {
                    try {
                        return ep.connect(new URI("remote://localhost:30123"), OptionMap.EMPTY);
                    } catch (URISyntaxException e) {
                        throw new RuntimeException(e);
                    }
                }
            });
            assertEquals(Status.WAITING, futureConnection.await(500, TimeUnit.MILLISECONDS));
            ep.close();
            assertEquals(Status.CANCELLED, futureConnection.getStatus());
            acceptThread.join();
        } finally {
            endpoint = null;
        }
    }
}

Example 15 with Endpoint

use of com.google.cloud.aiplatform.v1.Endpoint in project jboss-remoting by jboss-remoting.

the class HeartbeatTestCase method testDefaultHeartbeat.

/**
 * Test that heartbeat can be set and can be disabled by setting it to 0
 *
 * @throws Exception
 */
@Test
public void testDefaultHeartbeat() throws Exception {
    Channel clientChannel = null;
    Channel serverChannel = null;
    Closeable streamServer = null;
    Connection connection = null;
    Registration serviceRegistration = null;
    final Endpoint endpoint = Endpoint.builder().setEndpointName("test").build();
    NetworkServerProvider networkServerProvider = endpoint.getConnectionProviderInterface("remote", NetworkServerProvider.class);
    final SecurityDomain.Builder domainBuilder = SecurityDomain.builder();
    final SimpleMapBackedSecurityRealm mainRealm = new SimpleMapBackedSecurityRealm();
    domainBuilder.addRealm("mainRealm", mainRealm).build();
    domainBuilder.setDefaultRealmName("mainRealm");
    domainBuilder.setPermissionMapper((permissionMappable, roles) -> PermissionVerifier.ALL);
    final PasswordFactory passwordFactory = PasswordFactory.getInstance("clear");
    mainRealm.setPasswordMap("bob", passwordFactory.generatePassword(new ClearPasswordSpec("pass".toCharArray())));
    final SaslServerFactory saslServerFactory = new ServiceLoaderSaslServerFactory(HeartbeatTestCase.class.getClassLoader());
    final SaslAuthenticationFactory.Builder builder = SaslAuthenticationFactory.builder();
    builder.setSecurityDomain(domainBuilder.build());
    builder.setFactory(saslServerFactory);
    builder.setMechanismConfigurationSelector(mechanismInformation -> SaslMechanismInformation.Names.SCRAM_SHA_256.equals(mechanismInformation.getMechanismName()) ? MechanismConfiguration.EMPTY : null);
    final SaslAuthenticationFactory saslAuthenticationFactory = builder.build();
    streamServer = networkServerProvider.createServer(new InetSocketAddress("localhost", 30123), OptionMap.create(Options.SSL_ENABLED, Boolean.FALSE), saslAuthenticationFactory, SSLContext.getDefault());
    final FutureResult<Channel> passer = new FutureResult<Channel>();
    serviceRegistration = endpoint.registerService("org.jboss.test", new OpenListener() {

        public void channelOpened(final Channel channel) {
            passer.setResult(channel);
        }

        public void registrationTerminated() {
        }
    }, OptionMap.EMPTY);
    IoFuture<Connection> futureConnection = AuthenticationContext.empty().with(MatchRule.ALL, AuthenticationConfiguration.empty().useName("bob").usePassword("pass").setSaslMechanismSelector(SaslMechanismSelector.NONE.addMechanism("SCRAM-SHA-256"))).run(new PrivilegedAction<IoFuture<Connection>>() {

        public IoFuture<Connection> run() {
            try {
                return endpoint.connect(new URI("remote://localhost:30123"), OptionMap.EMPTY);
            } catch (URISyntaxException e) {
                throw new RuntimeException(e);
            }
        }
    });
    connection = futureConnection.get();
    IoFuture<Channel> futureChannel = connection.openChannel("org.jboss.test", OptionMap.EMPTY);
    clientChannel = futureChannel.get();
    serverChannel = passer.getIoFuture().get();
    assertNotNull(serverChannel);
    RemoteConnectionChannel remoteClientChannel = (RemoteConnectionChannel) clientChannel;
    assertEquals(RemotingOptions.DEFAULT_HEARTBEAT_INTERVAL, Utils.getInstanceValue(remoteClientChannel.getRemoteConnection(), "heartbeatInterval"));
    RemoteWriteListener clientWriteListener = (RemoteWriteListener) Utils.getInstanceValue(remoteClientChannel.getRemoteConnection(), "writeListener");
    assertNotNull(Utils.getInstanceValue(clientWriteListener, "heartKey"));
    afterTest(clientChannel, serverChannel, connection, serviceRegistration);
    destroy(endpoint, streamServer);
}