Examples with DataLabelingServiceClient com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient used on opensource projects

Example 1 with DataLabelingServiceClient

use of com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient in project java-datalabeling by googleapis.

the class LabelText method labelText.

// Start a Text Labeling Task
static void labelText(String formattedInstructionName, String formattedAnnotationSpecSetName, String formattedDatasetName) throws IOException {
    // String formattedInstructionName = DataLabelingServiceClient.formatInstructionName(
    // "YOUR_PROJECT_ID", "YOUR_INSTRUCTION_UUID");
    // String formattedAnnotationSpecSetName =
    // DataLabelingServiceClient.formatAnnotationSpecSetName(
    // "YOUR_PROJECT_ID", "YOUR_ANNOTATION_SPEC_SET_UUID");
    // String formattedDatasetName = DataLabelingServiceClient.formatDatasetName(
    // "YOUR_PROJECT_ID", "YOUR_DATASET_UUID");
    // [END datalabeling_label_text_beta]
    String endpoint = System.getenv("DATALABELING_ENDPOINT");
    if (endpoint == null) {
        endpoint = DataLabelingServiceSettings.getDefaultEndpoint();
    }
    // [START datalabeling_label_text_beta]
    DataLabelingServiceSettings settings = DataLabelingServiceSettings.newBuilder().setEndpoint(endpoint).build();
    try (DataLabelingServiceClient dataLabelingServiceClient = DataLabelingServiceClient.create(settings)) {
        HumanAnnotationConfig humanAnnotationConfig = HumanAnnotationConfig.newBuilder().setAnnotatedDatasetDisplayName("annotated_displayname").setAnnotatedDatasetDescription("annotated_description").setLanguageCode("en-us").setInstruction(formattedInstructionName).build();
        SentimentConfig sentimentConfig = SentimentConfig.newBuilder().setEnableLabelSentimentSelection(false).build();
        TextClassificationConfig textClassificationConfig = TextClassificationConfig.newBuilder().setAnnotationSpecSet(formattedAnnotationSpecSetName).setSentimentConfig(sentimentConfig).build();
        LabelTextRequest labelTextRequest = LabelTextRequest.newBuilder().setParent(formattedDatasetName).setBasicConfig(humanAnnotationConfig).setTextClassificationConfig(textClassificationConfig).setFeature(Feature.TEXT_CLASSIFICATION).build();
        OperationFuture<AnnotatedDataset, LabelOperationMetadata> operation = dataLabelingServiceClient.labelTextAsync(labelTextRequest);
        // You'll want to save this for later to retrieve your completed operation.
        // System.out.format("Operation Name: %s\n", operation.getName());
        // Cancel the operation to avoid charges when testing.
        dataLabelingServiceClient.getOperationsClient().cancelOperation(operation.getName());
    } catch (IOException | InterruptedException | ExecutionException e) {
        e.printStackTrace();
    }
}

Example 2 with DataLabelingServiceClient

use of com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient in project java-datalabeling by googleapis.

the class CreateAnnotationSpecSetIT method tearDown.

@After
public void tearDown() {
    System.setOut(null);
    bout.reset();
    // Delete the Annotation Spec Sheet
    try (DataLabelingServiceClient dataLabelingServiceClient = DataLabelingServiceClient.create()) {
        ProjectName projectName = ProjectName.of(PROJECT_ID);
        ListAnnotationSpecSetsRequest listRequest = ListAnnotationSpecSetsRequest.newBuilder().setParent(projectName.toString()).build();
        ListAnnotationSpecSetsPagedResponse response = dataLabelingServiceClient.listAnnotationSpecSets(listRequest);
        for (AnnotationSpecSet annotationSpecSet : response.getPage().iterateAll()) {
            if (annotationSpecSet.getDisplayName().equals("YOUR_ANNOTATION_SPEC_SET_DISPLAY_NAME")) {
                dataLabelingServiceClient.deleteAnnotationSpecSet(annotationSpecSet.getName());
            }
        }
    } catch (IOException e) {
        e.printStackTrace();
    }
}

Example 3 with DataLabelingServiceClient

use of com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient in project java-datalabeling by googleapis.

the class LabelImageIT method tearDown.

@After
public void tearDown() {
    System.setOut(null);
    // Delete the created dataset.
    try (DataLabelingServiceClient dataLabelingServiceClient = DataLabelingServiceClient.create()) {
        dataLabelingServiceClient.deleteDataset(dataset.getName());
        dataLabelingServiceClient.deleteInstruction(instruction.getName());
        dataLabelingServiceClient.deleteAnnotationSpecSet(annotationSpecSet.getName());
    } catch (IOException e) {
        e.printStackTrace();
    }
}

Example 4 with DataLabelingServiceClient

use of com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient 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();
    }
}

Example 5 with DataLabelingServiceClient

use of com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient in project java-datalabeling by googleapis.

the class CreateDataset method createDataset.

// Create a dataset that is initially empty.
static void createDataset(String projectId, String datasetName) throws IOException {
    // String projectId = "YOUR_PROJECT_ID";
    // String datasetName = "YOUR_DATASET_DISPLAY_NAME";
    // [END datalabeling_create_dataset_beta]
    String endpoint = System.getenv("DATALABELING_ENDPOINT");
    if (endpoint == null) {
        endpoint = DataLabelingServiceSettings.getDefaultEndpoint();
    }
    // [START datalabeling_create_dataset_beta]
    DataLabelingServiceSettings settings = DataLabelingServiceSettings.newBuilder().setEndpoint(endpoint).build();
    try (DataLabelingServiceClient dataLabelingServiceClient = DataLabelingServiceClient.create(settings)) {
        ProjectName projectName = ProjectName.of(projectId);
        Dataset dataset = Dataset.newBuilder().setDisplayName(datasetName).setDescription("YOUR_DESCRIPTION").build();
        CreateDatasetRequest createDatasetRequest = CreateDatasetRequest.newBuilder().setParent(projectName.toString()).setDataset(dataset).build();
        Dataset createdDataset = dataLabelingServiceClient.createDataset(createDatasetRequest);
        System.out.format("Name: %s\n", createdDataset.getName());
        System.out.format("DisplayName: %s\n", createdDataset.getDisplayName());
        System.out.format("Description: %s\n", createdDataset.getDescription());
    } catch (IOException e) {
        e.printStackTrace();
    }
}