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Example 16 with GcsDestination

use of com.google.cloud.automl.v1beta1.GcsDestination 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 17 with GcsDestination

use of com.google.cloud.automl.v1beta1.GcsDestination 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

BatchTranslateMetadata (com.google.cloud.translate.v3.BatchTranslateMetadata)4 BatchTranslateResponse (com.google.cloud.translate.v3.BatchTranslateResponse)4 BatchTranslateTextRequest (com.google.cloud.translate.v3.BatchTranslateTextRequest)4 GcsDestination (com.google.cloud.translate.v3.GcsDestination)4 GcsSource (com.google.cloud.translate.v3.GcsSource)4 InputConfig (com.google.cloud.translate.v3.InputConfig)4 LocationName (com.google.cloud.translate.v3.LocationName)4 OutputConfig (com.google.cloud.translate.v3.OutputConfig)4 TranslationServiceClient (com.google.cloud.translate.v3.TranslationServiceClient)4 GcsDestination (com.google.cloud.vision.v1.GcsDestination)4 OutputConfig (com.google.cloud.vision.v1.OutputConfig)4 Blob (com.google.cloud.storage.Blob)3 Bucket (com.google.cloud.storage.Bucket)3 Storage (com.google.cloud.storage.Storage)3 Page (com.google.api.gax.paging.Page)2 GcsDestination (com.google.cloud.automl.v1.GcsDestination)2 GlossaryName (com.google.cloud.translate.v3.GlossaryName)2 TranslateTextGlossaryConfig (com.google.cloud.translate.v3.TranslateTextGlossaryConfig)2 GcsDestination (com.google.cloud.translate.v3beta1.GcsDestination)2 GcsSource (com.google.cloud.translate.v3beta1.GcsSource)2