Examples with Dataset com.google.cloud.aiplatform.v1beta1.Dataset used on opensource projects

Example 56 with Dataset

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

the class CreateDatasetIT method tearDown.

@After
public void tearDown() {
    System.setOut(null);
    bout.reset();
    // Delete the Dataset
    try (DataLabelingServiceClient dataLabelingServiceClient = DataLabelingServiceClient.create()) {
        ProjectName projectName = ProjectName.of(PROJECT_ID);
        ListDatasetsRequest listRequest = ListDatasetsRequest.newBuilder().setParent(projectName.toString()).build();
        ListDatasetsPagedResponse response = dataLabelingServiceClient.listDatasets(listRequest);
        for (Dataset dataset : response.getPage().iterateAll()) {
            if (dataset.getDisplayName().equals(datasetName)) {
                dataLabelingServiceClient.deleteDataset(dataset.getName());
            }
        }
    } catch (IOException e) {
        e.printStackTrace();
    }
}

Example 57 with Dataset

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

the class ImportDataIT method setUp.

@Before
public void setUp() throws IOException {
    bout = new ByteArrayOutputStream();
    System.setOut(new PrintStream(bout));
    CreateDataset.createDataset(PROJECT_ID, datasetName);
    // Get the Dataset
    try (DataLabelingServiceClient dataLabelingServiceClient = DataLabelingServiceClient.create()) {
        ProjectName projectName = ProjectName.of(PROJECT_ID);
        ListDatasetsRequest listRequest = ListDatasetsRequest.newBuilder().setParent(projectName.toString()).build();
        ListDatasetsPagedResponse response = dataLabelingServiceClient.listDatasets(listRequest);
        for (Dataset returnedDataset : response.getPage().iterateAll()) {
            if (returnedDataset.getDisplayName().equals("IMPORT_DATASET_NAME")) {
                dataset = returnedDataset;
            }
        }
    } catch (IOException e) {
        e.printStackTrace();
    }
}

Example 58 with Dataset

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

the class ImportDataIT method tearDown.

@After
public void tearDown() {
    System.setOut(null);
    bout.reset();
    // Delete the Dataset
    try (DataLabelingServiceClient dataLabelingServiceClient = DataLabelingServiceClient.create()) {
        ProjectName projectName = ProjectName.of(PROJECT_ID);
        ListDatasetsRequest listRequest = ListDatasetsRequest.newBuilder().setParent(projectName.toString()).build();
        ListDatasetsPagedResponse response = dataLabelingServiceClient.listDatasets(listRequest);
        for (Dataset returnedDataset : response.getPage().iterateAll()) {
            if (returnedDataset.getDisplayName().equals("IMPORT_DATASET_NAME")) {
                dataLabelingServiceClient.deleteDataset(returnedDataset.getName());
            }
        }
    } catch (IOException e) {
        e.printStackTrace();
    }
}

Example 59 with Dataset

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

the class LabelImageIT method setUp.

@Before
public void setUp() {
    System.setOut(new PrintStream(new ByteArrayOutputStream()));
    try (DataLabelingServiceClient dataLabelingServiceClient = DataLabelingServiceClient.create()) {
        // Create the dataset
        CreateDataset.createDataset(PROJECT_ID, datsetName);
        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_IMAGE_DATASET_NAME")) {
                dataset = returnedDataset;
            }
        }
        // Import the images
        ImportData.importData(dataset.getName(), DATASET_GCS_SOURCE_URI);
        // 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 60 with Dataset

use of com.google.cloud.aiplatform.v1beta1.Dataset 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();
    }
}