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Example 91 with LocationName

use of com.google.cloud.kms.v1.LocationName in project java-automl by googleapis.

the class TablesCreateModel method createModel.

// Create a model
static void createModel(String projectId, String datasetId, String tableSpecId, String columnSpecId, String displayName) throws IOException, ExecutionException, InterruptedException {
    // the "close" method on the client to safely clean up any remaining background resources.
    try (AutoMlClient client = AutoMlClient.create()) {
        // A resource that represents Google Cloud Platform location.
        LocationName projectLocation = LocationName.of(projectId, "us-central1");
        // Get the complete path of the column.
        ColumnSpecName columnSpecName = ColumnSpecName.of(projectId, "us-central1", datasetId, tableSpecId, columnSpecId);
        // Build the get column spec.
        ColumnSpec targetColumnSpec = ColumnSpec.newBuilder().setName(columnSpecName.toString()).build();
        // Set model metadata.
        TablesModelMetadata metadata = TablesModelMetadata.newBuilder().setTargetColumnSpec(targetColumnSpec).setTrainBudgetMilliNodeHours(24000).build();
        Model model = Model.newBuilder().setDisplayName(displayName).setDatasetId(datasetId).setTablesModelMetadata(metadata).build();
        // Create a model with the model metadata in the region.
        OperationFuture<Model, OperationMetadata> future = client.createModelAsync(projectLocation, model);
        // OperationFuture.get() will block until the model is created, which may take several hours.
        // You can use OperationFuture.getInitialFuture to get a future representing the initial
        // response to the request, which contains information while the operation is in progress.
        System.out.format("Training operation name: %s%n", future.getInitialFuture().get().getName());
        System.out.println("Training started...");
    }
}
Also used : ColumnSpecName(com.google.cloud.automl.v1beta1.ColumnSpecName) ColumnSpec(com.google.cloud.automl.v1beta1.ColumnSpec) TablesModelMetadata(com.google.cloud.automl.v1beta1.TablesModelMetadata) Model(com.google.cloud.automl.v1beta1.Model) OperationMetadata(com.google.cloud.automl.v1beta1.OperationMetadata) AutoMlClient(com.google.cloud.automl.v1beta1.AutoMlClient) LocationName(com.google.cloud.automl.v1beta1.LocationName)

Example 92 with LocationName

use of com.google.cloud.kms.v1.LocationName in project java-automl by googleapis.

the class VideoClassificationCreateModel method createModel.

// Create a model
static void createModel(String projectId, String datasetId, String displayName) throws IOException, ExecutionException, InterruptedException {
    // the "close" method on the client to safely clean up any remaining background resources.
    try (AutoMlClient client = AutoMlClient.create()) {
        // A resource that represents Google Cloud Platform location.
        LocationName projectLocation = LocationName.of(projectId, "us-central1");
        // Set model metadata.
        VideoClassificationModelMetadata metadata = VideoClassificationModelMetadata.newBuilder().build();
        Model model = Model.newBuilder().setDisplayName(displayName).setDatasetId(datasetId).setVideoClassificationModelMetadata(metadata).build();
        // Create a model with the model metadata in the region.
        OperationFuture<Model, OperationMetadata> future = client.createModelAsync(projectLocation, model);
        // OperationFuture.get() will block until the model is created, which may take several hours.
        // You can use OperationFuture.getInitialFuture to get a future representing the initial
        // response to the request, which contains information while the operation is in progress.
        System.out.format("Training operation name: %s%n", future.getInitialFuture().get().getName());
        System.out.println("Training started...");
    }
}
Also used : VideoClassificationModelMetadata(com.google.cloud.automl.v1beta1.VideoClassificationModelMetadata) Model(com.google.cloud.automl.v1beta1.Model) OperationMetadata(com.google.cloud.automl.v1beta1.OperationMetadata) AutoMlClient(com.google.cloud.automl.v1beta1.AutoMlClient) LocationName(com.google.cloud.automl.v1beta1.LocationName)

Example 93 with LocationName

use of com.google.cloud.kms.v1.LocationName in project java-translate by googleapis.

the class BatchTranslateTextWithModel method batchTranslateTextWithModel.

// Batch translate text using AutoML Translation model
public static void batchTranslateTextWithModel(String projectId, String sourceLanguage, String targetLanguage, String inputUri, String outputUri, String modelId) throws IOException, ExecutionException, InterruptedException, TimeoutException {
    // the "close" method on the client to safely clean up any remaining background resources.
    try (TranslationServiceClient client = TranslationServiceClient.create()) {
        // Supported Locations: `global`, [glossary location], or [model location]
        // Glossaries must be hosted in `us-central1`
        // Custom Models must use the same location as your model. (us-central1)
        String location = "us-central1";
        LocationName parent = LocationName.of(projectId, location);
        // Configure the source of the file from a GCS bucket
        GcsSource gcsSource = GcsSource.newBuilder().setInputUri(inputUri).build();
        // Supported Mime Types: https://cloud.google.com/translate/docs/supported-formats
        InputConfig inputConfig = InputConfig.newBuilder().setGcsSource(gcsSource).setMimeType("text/plain").build();
        // Configure where to store the output in a GCS bucket
        GcsDestination gcsDestination = GcsDestination.newBuilder().setOutputUriPrefix(outputUri).build();
        OutputConfig outputConfig = OutputConfig.newBuilder().setGcsDestination(gcsDestination).build();
        // Configure the model used in the request
        String modelPath = String.format("projects/%s/locations/%s/models/%s", projectId, location, modelId);
        // Build the request that will be sent to the API
        BatchTranslateTextRequest request = BatchTranslateTextRequest.newBuilder().setParent(parent.toString()).setSourceLanguageCode(sourceLanguage).addTargetLanguageCodes(targetLanguage).addInputConfigs(inputConfig).setOutputConfig(outputConfig).putModels(targetLanguage, modelPath).build();
        // Start an asynchronous request
        OperationFuture<BatchTranslateResponse, BatchTranslateMetadata> future = client.batchTranslateTextAsync(request);
        System.out.println("Waiting for operation to complete...");
        // random number between 300 - 450 (maximum allowed seconds)
        long randomNumber = ThreadLocalRandom.current().nextInt(450, 600);
        BatchTranslateResponse response = future.get(randomNumber, TimeUnit.SECONDS);
        // Display the translation for each input text provided
        System.out.printf("Total Characters: %s\n", response.getTotalCharacters());
        System.out.printf("Translated Characters: %s\n", response.getTranslatedCharacters());
    }
}
Also used : BatchTranslateMetadata(com.google.cloud.translate.v3.BatchTranslateMetadata) TranslationServiceClient(com.google.cloud.translate.v3.TranslationServiceClient) GcsSource(com.google.cloud.translate.v3.GcsSource) OutputConfig(com.google.cloud.translate.v3.OutputConfig) BatchTranslateTextRequest(com.google.cloud.translate.v3.BatchTranslateTextRequest) InputConfig(com.google.cloud.translate.v3.InputConfig) GcsDestination(com.google.cloud.translate.v3.GcsDestination) BatchTranslateResponse(com.google.cloud.translate.v3.BatchTranslateResponse) LocationName(com.google.cloud.translate.v3.LocationName)

Example 94 with LocationName

use of com.google.cloud.kms.v1.LocationName in project java-translate by googleapis.

the class TranslateTextWithModel method translateTextWithModel.

// Translating Text with Model
public static void translateTextWithModel(String projectId, String sourceLanguage, String targetLanguage, String text, String modelId) throws IOException {
    // the "close" method on the client to safely clean up any remaining background resources.
    try (TranslationServiceClient client = TranslationServiceClient.create()) {
        // Supported Locations: `global`, [glossary location], or [model location]
        // Glossaries must be hosted in `us-central1`
        // Custom Models must use the same location as your model. (us-central1)
        String location = "us-central1";
        LocationName parent = LocationName.of(projectId, location);
        String modelPath = String.format("projects/%s/locations/%s/models/%s", projectId, location, modelId);
        // Supported Mime Types: https://cloud.google.com/translate/docs/supported-formats
        TranslateTextRequest request = TranslateTextRequest.newBuilder().setParent(parent.toString()).setMimeType("text/plain").setSourceLanguageCode(sourceLanguage).setTargetLanguageCode(targetLanguage).addContents(text).setModel(modelPath).build();
        TranslateTextResponse response = client.translateText(request);
        // Display the translation for each input text provided
        for (Translation translation : response.getTranslationsList()) {
            System.out.printf("Translated text: %s\n", translation.getTranslatedText());
        }
    }
}
Also used : Translation(com.google.cloud.translate.v3.Translation) TranslationServiceClient(com.google.cloud.translate.v3.TranslationServiceClient) TranslateTextRequest(com.google.cloud.translate.v3.TranslateTextRequest) TranslateTextResponse(com.google.cloud.translate.v3.TranslateTextResponse) LocationName(com.google.cloud.translate.v3.LocationName)

Example 95 with LocationName

use of com.google.cloud.kms.v1.LocationName in project java-translate by googleapis.

the class BatchTranslateText method batchTranslateText.

// Batch translate text
public static void batchTranslateText(String projectId, String sourceLanguage, String targetLanguage, String inputUri, String outputUri) throws IOException, ExecutionException, InterruptedException, TimeoutException {
    // the "close" method on the client to safely clean up any remaining background resources.
    try (TranslationServiceClient client = TranslationServiceClient.create()) {
        // Supported Locations: `us-central1`
        LocationName parent = LocationName.of(projectId, "us-central1");
        GcsSource gcsSource = GcsSource.newBuilder().setInputUri(inputUri).build();
        // Supported Mime Types: https://cloud.google.com/translate/docs/supported-formats
        InputConfig inputConfig = InputConfig.newBuilder().setGcsSource(gcsSource).setMimeType("text/plain").build();
        GcsDestination gcsDestination = GcsDestination.newBuilder().setOutputUriPrefix(outputUri).build();
        OutputConfig outputConfig = OutputConfig.newBuilder().setGcsDestination(gcsDestination).build();
        BatchTranslateTextRequest request = BatchTranslateTextRequest.newBuilder().setParent(parent.toString()).setSourceLanguageCode(sourceLanguage).addTargetLanguageCodes(targetLanguage).addInputConfigs(inputConfig).setOutputConfig(outputConfig).build();
        OperationFuture<BatchTranslateResponse, BatchTranslateMetadata> future = client.batchTranslateTextAsync(request);
        System.out.println("Waiting for operation to complete...");
        // random number between 300 - 450 (maximum allowed seconds)
        long randomNumber = ThreadLocalRandom.current().nextInt(450, 600);
        BatchTranslateResponse response = future.get(randomNumber, TimeUnit.SECONDS);
        System.out.printf("Total Characters: %s\n", response.getTotalCharacters());
        System.out.printf("Translated Characters: %s\n", response.getTranslatedCharacters());
    }
}
Also used : BatchTranslateMetadata(com.google.cloud.translate.v3.BatchTranslateMetadata) TranslationServiceClient(com.google.cloud.translate.v3.TranslationServiceClient) GcsSource(com.google.cloud.translate.v3.GcsSource) OutputConfig(com.google.cloud.translate.v3.OutputConfig) BatchTranslateTextRequest(com.google.cloud.translate.v3.BatchTranslateTextRequest) InputConfig(com.google.cloud.translate.v3.InputConfig) GcsDestination(com.google.cloud.translate.v3.GcsDestination) BatchTranslateResponse(com.google.cloud.translate.v3.BatchTranslateResponse) LocationName(com.google.cloud.translate.v3.LocationName)

Aggregations

Test (org.junit.Test)34 LocationName (com.google.privacy.dlp.v2.LocationName)22 OrganizationLocationName (com.google.privacy.dlp.v2.OrganizationLocationName)22 AbstractMessage (com.google.protobuf.AbstractMessage)18 AutoMlClient (com.google.cloud.automl.v1.AutoMlClient)17 LocationName (com.google.cloud.automl.v1.LocationName)17 InvalidArgumentException (com.google.api.gax.rpc.InvalidArgumentException)16 StatusRuntimeException (io.grpc.StatusRuntimeException)14 LocationName (com.google.cloud.translate.v3.LocationName)13 TranslationServiceClient (com.google.cloud.translate.v3.TranslationServiceClient)13 OperationMetadata (com.google.cloud.automl.v1.OperationMetadata)12 AutoMlClient (com.google.cloud.automl.v1beta1.AutoMlClient)12 LocationName (com.google.cloud.automl.v1beta1.LocationName)12 LocationName (com.google.cloud.translate.v3beta1.LocationName)10 TranslationServiceClient (com.google.cloud.translate.v3beta1.TranslationServiceClient)10 Model (com.google.cloud.automl.v1.Model)8 LocationName (com.google.cloud.bigquery.connection.v1.LocationName)8 Dataset (com.google.cloud.automl.v1.Dataset)7 Dataset (com.google.cloud.automl.v1beta1.Dataset)6 CloudTasksClient (com.google.cloud.tasks.v2.CloudTasksClient)5