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Example 1 with ImportDataOperationResponse

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();
    }
}
Also used : ListAnnotationSpecSetsPagedResponse(com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient.ListAnnotationSpecSetsPagedResponse) PrintStream(java.io.PrintStream) DataLabelingServiceClient(com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient) ListDatasetsPagedResponse(com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient.ListDatasetsPagedResponse) GcsSource(com.google.cloud.datalabeling.v1beta1.GcsSource) ProjectName(com.google.cloud.datalabeling.v1beta1.ProjectName) ListAnnotationSpecSetsRequest(com.google.cloud.datalabeling.v1beta1.ListAnnotationSpecSetsRequest) Dataset(com.google.cloud.datalabeling.v1beta1.Dataset) AnnotationSpecSet(com.google.cloud.datalabeling.v1beta1.AnnotationSpecSet) ByteArrayOutputStream(java.io.ByteArrayOutputStream) Instruction(com.google.cloud.datalabeling.v1beta1.Instruction) IOException(java.io.IOException) ListDatasetsRequest(com.google.cloud.datalabeling.v1beta1.ListDatasetsRequest) ListInstructionsRequest(com.google.cloud.datalabeling.v1beta1.ListInstructionsRequest) ListInstructionsPagedResponse(com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient.ListInstructionsPagedResponse) InputConfig(com.google.cloud.datalabeling.v1beta1.InputConfig) ImportDataRequest(com.google.cloud.datalabeling.v1beta1.ImportDataRequest) ImportDataOperationResponse(com.google.cloud.datalabeling.v1beta1.ImportDataOperationResponse) Before(org.junit.Before)

Example 2 with ImportDataOperationResponse

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();
    }
}
Also used : DataLabelingServiceClient(com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient) GcsSource(com.google.cloud.datalabeling.v1beta1.GcsSource) IOException(java.io.IOException) InputConfig(com.google.cloud.datalabeling.v1beta1.InputConfig) ImportDataRequest(com.google.cloud.datalabeling.v1beta1.ImportDataRequest) ImportDataOperationMetadata(com.google.cloud.datalabeling.v1beta1.ImportDataOperationMetadata) DataLabelingServiceSettings(com.google.cloud.datalabeling.v1beta1.DataLabelingServiceSettings) ExecutionException(java.util.concurrent.ExecutionException) ImportDataOperationResponse(com.google.cloud.datalabeling.v1beta1.ImportDataOperationResponse)

Example 3 with ImportDataOperationResponse

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();
    }
}
Also used : ListAnnotationSpecSetsPagedResponse(com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient.ListAnnotationSpecSetsPagedResponse) PrintStream(java.io.PrintStream) DataLabelingServiceClient(com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient) ListDatasetsPagedResponse(com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient.ListDatasetsPagedResponse) GcsSource(com.google.cloud.datalabeling.v1beta1.GcsSource) ProjectName(com.google.cloud.datalabeling.v1beta1.ProjectName) ListAnnotationSpecSetsRequest(com.google.cloud.datalabeling.v1beta1.ListAnnotationSpecSetsRequest) Dataset(com.google.cloud.datalabeling.v1beta1.Dataset) AnnotationSpecSet(com.google.cloud.datalabeling.v1beta1.AnnotationSpecSet) ByteArrayOutputStream(java.io.ByteArrayOutputStream) Instruction(com.google.cloud.datalabeling.v1beta1.Instruction) IOException(java.io.IOException) ListDatasetsRequest(com.google.cloud.datalabeling.v1beta1.ListDatasetsRequest) ListInstructionsRequest(com.google.cloud.datalabeling.v1beta1.ListInstructionsRequest) ListInstructionsPagedResponse(com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient.ListInstructionsPagedResponse) InputConfig(com.google.cloud.datalabeling.v1beta1.InputConfig) ImportDataRequest(com.google.cloud.datalabeling.v1beta1.ImportDataRequest) ImportDataOperationResponse(com.google.cloud.datalabeling.v1beta1.ImportDataOperationResponse) Before(org.junit.Before)

Aggregations

DataLabelingServiceClient (com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient)3 GcsSource (com.google.cloud.datalabeling.v1beta1.GcsSource)3 ImportDataOperationResponse (com.google.cloud.datalabeling.v1beta1.ImportDataOperationResponse)3 ImportDataRequest (com.google.cloud.datalabeling.v1beta1.ImportDataRequest)3 InputConfig (com.google.cloud.datalabeling.v1beta1.InputConfig)3 IOException (java.io.IOException)3 AnnotationSpecSet (com.google.cloud.datalabeling.v1beta1.AnnotationSpecSet)2 ListAnnotationSpecSetsPagedResponse (com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient.ListAnnotationSpecSetsPagedResponse)2 ListDatasetsPagedResponse (com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient.ListDatasetsPagedResponse)2 ListInstructionsPagedResponse (com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient.ListInstructionsPagedResponse)2 Dataset (com.google.cloud.datalabeling.v1beta1.Dataset)2 Instruction (com.google.cloud.datalabeling.v1beta1.Instruction)2 ListAnnotationSpecSetsRequest (com.google.cloud.datalabeling.v1beta1.ListAnnotationSpecSetsRequest)2 ListDatasetsRequest (com.google.cloud.datalabeling.v1beta1.ListDatasetsRequest)2 ListInstructionsRequest (com.google.cloud.datalabeling.v1beta1.ListInstructionsRequest)2 ProjectName (com.google.cloud.datalabeling.v1beta1.ProjectName)2 ByteArrayOutputStream (java.io.ByteArrayOutputStream)2 PrintStream (java.io.PrintStream)2 Before (org.junit.Before)2 DataLabelingServiceSettings (com.google.cloud.datalabeling.v1beta1.DataLabelingServiceSettings)1