use of com.google.cloud.datalabeling.v1beta1.ImportDataOperationResponse in project java-datalabeling by googleapis.
the class LabelVideoIT method setUp.
@Before
public void setUp() {
System.setOut(new PrintStream(new ByteArrayOutputStream()));
try (DataLabelingServiceClient dataLabelingServiceClient = DataLabelingServiceClient.create()) {
// Create the dataset
CreateDataset.createDataset(PROJECT_ID, datasetName);
ProjectName projectName = ProjectName.of(PROJECT_ID);
// Get the Dataset
ListDatasetsRequest datasetsRequest = ListDatasetsRequest.newBuilder().setParent(projectName.toString()).build();
ListDatasetsPagedResponse datasetsResponse = dataLabelingServiceClient.listDatasets(datasetsRequest);
for (Dataset returnedDataset : datasetsResponse.getPage().iterateAll()) {
if (returnedDataset.getDisplayName().equals("LABEL_VIDEO_DATASET_NAME")) {
dataset = returnedDataset;
}
}
// Import the images
// ImportData.importData(dataset.getName(), DATASET_GCS_SOURCE_URI);
GcsSource gcsSource = GcsSource.newBuilder().setInputUri(DATASET_GCS_SOURCE_URI).setMimeType("text/csv").build();
InputConfig inputConfig = InputConfig.newBuilder().setDataType(// DataTypes: AUDIO, IMAGE, VIDEO, TEXT
DataType.VIDEO).setGcsSource(gcsSource).build();
ImportDataRequest importDataRequest = ImportDataRequest.newBuilder().setName(dataset.getName()).setInputConfig(inputConfig).build();
ImportDataOperationResponse response = dataLabelingServiceClient.importDataAsync(importDataRequest).get();
System.out.format("Imported items: %d\n", response.getImportCount());
// Create the instruction
CreateInstruction.createInstruction(PROJECT_ID, INSTRUCTION_GCS_SOURCE_URI);
// Create the annotation spec set
CreateAnnotationSpecSet.createAnnotationSpecSet(PROJECT_ID);
// Get the instruction
ListInstructionsRequest instructionsRequest = ListInstructionsRequest.newBuilder().setParent(projectName.toString()).build();
ListInstructionsPagedResponse instructionsResponse = dataLabelingServiceClient.listInstructions(instructionsRequest);
for (Instruction returnedInstruction : instructionsResponse.getPage().iterateAll()) {
if (returnedInstruction.getDisplayName().equals("YOUR_INSTRUCTION_DISPLAY_NAME")) {
instruction = returnedInstruction;
}
}
// Get the annotation spec set
ListAnnotationSpecSetsRequest annotationRequest = ListAnnotationSpecSetsRequest.newBuilder().setParent(projectName.toString()).build();
ListAnnotationSpecSetsPagedResponse annotationsResponse = dataLabelingServiceClient.listAnnotationSpecSets(annotationRequest);
for (AnnotationSpecSet returnedAnnotation : annotationsResponse.getPage().iterateAll()) {
if (returnedAnnotation.getDisplayName().equals("YOUR_ANNOTATION_SPEC_SET_DISPLAY_NAME")) {
annotationSpecSet = returnedAnnotation;
}
}
} catch (Exception e) {
e.printStackTrace();
}
}
use of com.google.cloud.datalabeling.v1beta1.ImportDataOperationResponse in project java-datalabeling by googleapis.
the class ImportData method importData.
// Import data to an existing dataset.
static void importData(String datasetName, String gcsSourceUri) throws IOException {
// String datasetName = DataLabelingServiceClient.formatDatasetName(
// "YOUR_PROJECT_ID", "YOUR_DATASETS_UUID");
// String gcsSourceUri = "gs://YOUR_BUCKET_ID/path_to_data";
// [END datalabeling_import_data_beta]
String endpoint = System.getenv("DATALABELING_ENDPOINT");
if (endpoint == null) {
endpoint = DataLabelingServiceSettings.getDefaultEndpoint();
}
// [START datalabeling_import_data_beta]
DataLabelingServiceSettings settings = DataLabelingServiceSettings.newBuilder().setEndpoint(endpoint).build();
try (DataLabelingServiceClient dataLabelingServiceClient = DataLabelingServiceClient.create(settings)) {
GcsSource gcsSource = GcsSource.newBuilder().setInputUri(gcsSourceUri).setMimeType("text/csv").build();
InputConfig inputConfig = InputConfig.newBuilder().setDataType(// DataTypes: AUDIO, IMAGE, VIDEO, TEXT
DataType.IMAGE).setGcsSource(gcsSource).build();
ImportDataRequest importDataRequest = ImportDataRequest.newBuilder().setName(datasetName).setInputConfig(inputConfig).build();
OperationFuture<ImportDataOperationResponse, ImportDataOperationMetadata> operation = dataLabelingServiceClient.importDataAsync(importDataRequest);
ImportDataOperationResponse response = operation.get();
System.out.format("Imported items: %d\n", response.getImportCount());
} catch (IOException | InterruptedException | ExecutionException e) {
e.printStackTrace();
}
}
use of com.google.cloud.datalabeling.v1beta1.ImportDataOperationResponse in project java-datalabeling by googleapis.
the class LabelTextIT method setUp.
@Before
public void setUp() {
System.setOut(new PrintStream(new ByteArrayOutputStream()));
try (DataLabelingServiceClient dataLabelingServiceClient = DataLabelingServiceClient.create()) {
// Create the dataset
CreateDataset.createDataset(PROJECT_ID, datasetName);
ProjectName projectName = ProjectName.of(PROJECT_ID);
// Get the Dataset
ListDatasetsRequest datasetsRequest = ListDatasetsRequest.newBuilder().setParent(projectName.toString()).build();
ListDatasetsPagedResponse datasetsResponse = dataLabelingServiceClient.listDatasets(datasetsRequest);
for (Dataset returnedDataset : datasetsResponse.getPage().iterateAll()) {
if (returnedDataset.getDisplayName().equals("LABEL_TEXT_DATASET_NAME")) {
dataset = returnedDataset;
}
}
// Import the texts
GcsSource gcsSource = GcsSource.newBuilder().setInputUri(DATASET_GCS_SOURCE_URI).setMimeType("text/csv").build();
InputConfig inputConfig = InputConfig.newBuilder().setDataType(// DataTypes: AUDIO, IMAGE, VIDEO, TEXT
DataType.TEXT).setGcsSource(gcsSource).build();
ImportDataRequest importDataRequest = ImportDataRequest.newBuilder().setName(dataset.getName()).setInputConfig(inputConfig).build();
ImportDataOperationResponse response = dataLabelingServiceClient.importDataAsync(importDataRequest).get();
System.out.format("Imported items: %d\n", response.getImportCount());
// Create the instruction
CreateInstruction.createInstruction(PROJECT_ID, INSTRUCTION_GCS_SOURCE_URI);
// Create the annotation spec set
CreateAnnotationSpecSet.createAnnotationSpecSet(PROJECT_ID);
// Get the instruction
ListInstructionsRequest instructionsRequest = ListInstructionsRequest.newBuilder().setParent(projectName.toString()).build();
ListInstructionsPagedResponse instructionsResponse = dataLabelingServiceClient.listInstructions(instructionsRequest);
for (Instruction returnedInstruction : instructionsResponse.getPage().iterateAll()) {
if (returnedInstruction.getDisplayName().equals("YOUR_INSTRUCTION_DISPLAY_NAME")) {
instruction = returnedInstruction;
}
}
// Get the annotation spec set
ListAnnotationSpecSetsRequest annotationRequest = ListAnnotationSpecSetsRequest.newBuilder().setParent(projectName.toString()).build();
ListAnnotationSpecSetsPagedResponse annotationsResponse = dataLabelingServiceClient.listAnnotationSpecSets(annotationRequest);
for (AnnotationSpecSet returnedAnnotation : annotationsResponse.getPage().iterateAll()) {
if (returnedAnnotation.getDisplayName().equals("YOUR_ANNOTATION_SPEC_SET_DISPLAY_NAME")) {
annotationSpecSet = returnedAnnotation;
}
}
} catch (Exception e) {
e.printStackTrace();
}
}
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