use of com.google.cloud.aiplatform.v1.ImportDataResponse in project java-aiplatform by googleapis.
the class ImportDataImageObjectDetectionSample method importDataImageObjectDetectionSample.
static void importDataImageObjectDetectionSample(String project, String datasetId, String gcsSourceUri) throws IOException, InterruptedException, ExecutionException, TimeoutException {
DatasetServiceSettings datasetServiceSettings = DatasetServiceSettings.newBuilder().setEndpoint("us-central1-aiplatform.googleapis.com:443").build();
// the "close" method on the client to safely clean up any remaining background resources.
try (DatasetServiceClient datasetServiceClient = DatasetServiceClient.create(datasetServiceSettings)) {
String location = "us-central1";
String importSchemaUri = "gs://google-cloud-aiplatform/schema/dataset/ioformat/" + "image_bounding_box_io_format_1.0.0.yaml";
GcsSource.Builder gcsSource = GcsSource.newBuilder();
gcsSource.addUris(gcsSourceUri);
DatasetName datasetName = DatasetName.of(project, location, datasetId);
List<ImportDataConfig> importDataConfigList = Collections.singletonList(ImportDataConfig.newBuilder().setGcsSource(gcsSource).setImportSchemaUri(importSchemaUri).build());
OperationFuture<ImportDataResponse, ImportDataOperationMetadata> importDataResponseFuture = datasetServiceClient.importDataAsync(datasetName, importDataConfigList);
System.out.format("Operation name: %s\n", importDataResponseFuture.getInitialFuture().get().getName());
System.out.println("Waiting for operation to finish...");
ImportDataResponse importDataResponse = importDataResponseFuture.get(300, TimeUnit.SECONDS);
System.out.format("Import Data Image Object Detection Response: %s\n", importDataResponse.toString());
}
}
use of com.google.cloud.aiplatform.v1.ImportDataResponse in project java-aiplatform by googleapis.
the class ImportDataTextClassificationSingleLabelSample method importDataTextClassificationSingleLabelSample.
static void importDataTextClassificationSingleLabelSample(String project, String datasetId, String gcsSourceUri) throws IOException, InterruptedException, ExecutionException, TimeoutException {
DatasetServiceSettings datasetServiceSettings = DatasetServiceSettings.newBuilder().setEndpoint("us-central1-aiplatform.googleapis.com:443").build();
// the "close" method on the client to safely clean up any remaining background resources.
try (DatasetServiceClient datasetServiceClient = DatasetServiceClient.create(datasetServiceSettings)) {
String location = "us-central1";
String importSchemaUri = "gs://google-cloud-aiplatform/schema/dataset/ioformat/" + "text_classification_single_label_io_format_1.0.0.yaml";
GcsSource.Builder gcsSource = GcsSource.newBuilder();
gcsSource.addUris(gcsSourceUri);
DatasetName datasetName = DatasetName.of(project, location, datasetId);
List<ImportDataConfig> importDataConfigList = Collections.singletonList(ImportDataConfig.newBuilder().setGcsSource(gcsSource).setImportSchemaUri(importSchemaUri).build());
OperationFuture<ImportDataResponse, ImportDataOperationMetadata> importDataResponseFuture = datasetServiceClient.importDataAsync(datasetName, importDataConfigList);
System.out.format("Operation name: %s\n", importDataResponseFuture.getInitialFuture().get().getName());
System.out.println("Waiting for operation to finish...");
ImportDataResponse importDataResponse = importDataResponseFuture.get(300, TimeUnit.SECONDS);
System.out.format("Import Data Text Classification Response: %s\n", importDataResponse.toString());
}
}
use of com.google.cloud.aiplatform.v1.ImportDataResponse in project java-aiplatform by googleapis.
the class ImportDataTextSentimentAnalysisSample method importDataTextSentimentAnalysisSample.
static void importDataTextSentimentAnalysisSample(String project, String datasetId, String gcsSourceUri) throws IOException, InterruptedException, ExecutionException, TimeoutException {
DatasetServiceSettings datasetServiceSettings = DatasetServiceSettings.newBuilder().setEndpoint("us-central1-aiplatform.googleapis.com:443").build();
// the "close" method on the client to safely clean up any remaining background resources.
try (DatasetServiceClient datasetServiceClient = DatasetServiceClient.create(datasetServiceSettings)) {
String location = "us-central1";
String importSchemaUri = "gs://google-cloud-aiplatform/schema/dataset/ioformat/" + "text_sentiment_io_format_1.0.0.yaml";
GcsSource.Builder gcsSource = GcsSource.newBuilder();
gcsSource.addUris(gcsSourceUri);
DatasetName datasetName = DatasetName.of(project, location, datasetId);
List<ImportDataConfig> importDataConfigList = Collections.singletonList(ImportDataConfig.newBuilder().setGcsSource(gcsSource).setImportSchemaUri(importSchemaUri).build());
OperationFuture<ImportDataResponse, ImportDataOperationMetadata> importDataResponseFuture = datasetServiceClient.importDataAsync(datasetName, importDataConfigList);
System.out.format("Operation name: %s\n", importDataResponseFuture.getInitialFuture().get().getName());
System.out.println("Waiting for operation to finish...");
ImportDataResponse importDataResponse = importDataResponseFuture.get(300, TimeUnit.SECONDS);
System.out.format("Import Data Text Sentiment Analysis Response: %s\n", importDataResponse.toString());
}
}
use of com.google.cloud.aiplatform.v1.ImportDataResponse in project java-aiplatform by googleapis.
the class ImportDataVideoClassificationSample method importDataVideoClassification.
static void importDataVideoClassification(String gcsSourceUri, String project, String datasetId) throws IOException, ExecutionException, InterruptedException, TimeoutException {
DatasetServiceSettings datasetServiceSettings = DatasetServiceSettings.newBuilder().setEndpoint("us-central1-aiplatform.googleapis.com:443").build();
// the "close" method on the client to safely clean up any remaining background resources.
try (DatasetServiceClient datasetServiceClient = DatasetServiceClient.create(datasetServiceSettings)) {
String location = "us-central1";
String importSchemaUri = "gs://google-cloud-aiplatform/schema/dataset/ioformat/" + "video_classification_io_format_1.0.0.yaml";
GcsSource.Builder gcsSource = GcsSource.newBuilder();
gcsSource.addUris(gcsSourceUri);
DatasetName datasetName = DatasetName.of(project, location, datasetId);
List<ImportDataConfig> importDataConfigs = Collections.singletonList(ImportDataConfig.newBuilder().setGcsSource(gcsSource).setImportSchemaUri(importSchemaUri).build());
OperationFuture<ImportDataResponse, ImportDataOperationMetadata> importDataResponseFuture = datasetServiceClient.importDataAsync(datasetName, importDataConfigs);
System.out.format("Operation name: %s\n", importDataResponseFuture.getInitialFuture().get().getName());
System.out.println("Waiting for operation to finish...");
ImportDataResponse importDataResponse = importDataResponseFuture.get(1800, TimeUnit.SECONDS);
System.out.format("Import Data Video Classification Response: %s\n", importDataResponse.toString());
}
}
use of com.google.cloud.aiplatform.v1.ImportDataResponse in project java-aiplatform by googleapis.
the class ImportDataTextEntityExtractionSample method importDataTextEntityExtractionSample.
static void importDataTextEntityExtractionSample(String project, String datasetId, String gcsSourceUri) throws IOException, InterruptedException, ExecutionException, TimeoutException {
DatasetServiceSettings datasetServiceSettings = DatasetServiceSettings.newBuilder().setEndpoint("us-central1-aiplatform.googleapis.com:443").build();
// the "close" method on the client to safely clean up any remaining background resources.
try (DatasetServiceClient datasetServiceClient = DatasetServiceClient.create(datasetServiceSettings)) {
String location = "us-central1";
String importSchemaUri = "gs://google-cloud-aiplatform/schema/dataset/ioformat/" + "text_extraction_io_format_1.0.0.yaml";
GcsSource.Builder gcsSource = GcsSource.newBuilder();
gcsSource.addUris(gcsSourceUri);
DatasetName datasetName = DatasetName.of(project, location, datasetId);
List<ImportDataConfig> importDataConfigList = Collections.singletonList(ImportDataConfig.newBuilder().setGcsSource(gcsSource).setImportSchemaUri(importSchemaUri).build());
OperationFuture<ImportDataResponse, ImportDataOperationMetadata> importDataResponseFuture = datasetServiceClient.importDataAsync(datasetName, importDataConfigList);
System.out.format("Operation name: %s\n", importDataResponseFuture.getInitialFuture().get().getName());
System.out.println("Waiting for operation to finish...");
ImportDataResponse importDataResponse = importDataResponseFuture.get(300, TimeUnit.SECONDS);
System.out.format("Import Data Text Entity Extraction Response: %s\n", importDataResponse.toString());
}
}
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