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Example 26 with Dataset

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

the class TablesCreateDataset method createDataset.

// Create a dataset
static void createDataset(String projectId, String displayName) throws IOException {
    // the "close" method on the client to safely clean up any remaining background resources.
    try (AutoMlClient client = AutoMlClient.create()) {
        // A resource that represents Google Cloud Platform location.
        LocationName projectLocation = LocationName.of(projectId, "us-central1");
        TablesDatasetMetadata metadata = TablesDatasetMetadata.newBuilder().build();
        Dataset dataset = Dataset.newBuilder().setDisplayName(displayName).setTablesDatasetMetadata(metadata).build();
        Dataset createdDataset = client.createDataset(projectLocation, dataset);
        // Display the dataset information.
        System.out.format("Dataset name: %s%n", createdDataset.getName());
        // To get the dataset id, you have to parse it out of the `name` field. As dataset Ids are
        // required for other methods.
        // Name Form: `projects/{project_id}/locations/{location_id}/datasets/{dataset_id}`
        String[] names = createdDataset.getName().split("/");
        String datasetId = names[names.length - 1];
        System.out.format("Dataset id: %s%n", datasetId);
    }
}
Also used : TablesDatasetMetadata(com.google.cloud.automl.v1beta1.TablesDatasetMetadata) Dataset(com.google.cloud.automl.v1beta1.Dataset) AutoMlClient(com.google.cloud.automl.v1beta1.AutoMlClient) LocationName(com.google.cloud.automl.v1beta1.LocationName)

Example 27 with Dataset

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

the class VisionClassificationCreateDataset method createDataset.

// Create a dataset
static void createDataset(String projectId, String displayName) throws IOException, ExecutionException, InterruptedException {
    // the "close" method on the client to safely clean up any remaining background resources.
    try (AutoMlClient client = AutoMlClient.create()) {
        // A resource that represents Google Cloud Platform location.
        LocationName projectLocation = LocationName.of(projectId, "us-central1");
        // Specify the classification type
        // Types:
        // MultiLabel: Multiple labels are allowed for one example.
        // MultiClass: At most one label is allowed per example.
        ClassificationType classificationType = ClassificationType.MULTILABEL;
        ImageClassificationDatasetMetadata metadata = ImageClassificationDatasetMetadata.newBuilder().setClassificationType(classificationType).build();
        Dataset dataset = Dataset.newBuilder().setDisplayName(displayName).setImageClassificationDatasetMetadata(metadata).build();
        OperationFuture<Dataset, OperationMetadata> future = client.createDatasetAsync(projectLocation, dataset);
        Dataset createdDataset = future.get();
        // Display the dataset information.
        System.out.format("Dataset name: %s\n", createdDataset.getName());
        // To get the dataset id, you have to parse it out of the `name` field. As dataset Ids are
        // required for other methods.
        // Name Form: `projects/{project_id}/locations/{location_id}/datasets/{dataset_id}`
        String[] names = createdDataset.getName().split("/");
        String datasetId = names[names.length - 1];
        System.out.format("Dataset id: %s\n", datasetId);
    }
}
Also used : ImageClassificationDatasetMetadata(com.google.cloud.automl.v1.ImageClassificationDatasetMetadata) Dataset(com.google.cloud.automl.v1.Dataset) OperationMetadata(com.google.cloud.automl.v1.OperationMetadata) ClassificationType(com.google.cloud.automl.v1.ClassificationType) AutoMlClient(com.google.cloud.automl.v1.AutoMlClient) LocationName(com.google.cloud.automl.v1.LocationName)

Example 28 with Dataset

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

the class VisionObjectDetectionCreateDataset method createDataset.

// Create a dataset
static void createDataset(String projectId, String displayName) throws IOException, ExecutionException, InterruptedException {
    // the "close" method on the client to safely clean up any remaining background resources.
    try (AutoMlClient client = AutoMlClient.create()) {
        // A resource that represents Google Cloud Platform location.
        LocationName projectLocation = LocationName.of(projectId, "us-central1");
        ImageObjectDetectionDatasetMetadata metadata = ImageObjectDetectionDatasetMetadata.newBuilder().build();
        Dataset dataset = Dataset.newBuilder().setDisplayName(displayName).setImageObjectDetectionDatasetMetadata(metadata).build();
        OperationFuture<Dataset, OperationMetadata> future = client.createDatasetAsync(projectLocation, dataset);
        Dataset createdDataset = future.get();
        // Display the dataset information.
        System.out.format("Dataset name: %s\n", createdDataset.getName());
        // To get the dataset id, you have to parse it out of the `name` field. As dataset Ids are
        // required for other methods.
        // Name Form: `projects/{project_id}/locations/{location_id}/datasets/{dataset_id}`
        String[] names = createdDataset.getName().split("/");
        String datasetId = names[names.length - 1];
        System.out.format("Dataset id: %s\n", datasetId);
    }
}
Also used : ImageObjectDetectionDatasetMetadata(com.google.cloud.automl.v1.ImageObjectDetectionDatasetMetadata) Dataset(com.google.cloud.automl.v1.Dataset) OperationMetadata(com.google.cloud.automl.v1.OperationMetadata) AutoMlClient(com.google.cloud.automl.v1.AutoMlClient) LocationName(com.google.cloud.automl.v1.LocationName)

Example 29 with Dataset

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

the class VideoClassificationCreateDatasetTest method tearDown.

@After
public void tearDown() throws InterruptedException, ExecutionException, IOException {
    // Delete the created dataset
    try (AutoMlClient client = AutoMlClient.create()) {
        // Get the full path of the dataset.
        DatasetName datasetFullId = DatasetName.of(PROJECT_ID, "us-central1", datasetId);
        client.deleteDatasetAsync(datasetFullId).get();
    }
    System.setOut(originalPrintStream);
}
Also used : DatasetName(com.google.cloud.automl.v1beta1.DatasetName) AutoMlClient(com.google.cloud.automl.v1beta1.AutoMlClient) After(org.junit.After)

Example 30 with Dataset

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

the class VideoObjectTrackingCreateDatasetTest method tearDown.

@After
public void tearDown() throws InterruptedException, ExecutionException, IOException {
    // Delete the created dataset
    try (AutoMlClient client = AutoMlClient.create()) {
        // Get the full path of the dataset.
        DatasetName datasetFullId = DatasetName.of(PROJECT_ID, "us-central1", datasetId);
        client.deleteDatasetAsync(datasetFullId).get();
    }
    System.setOut(originalPrintStream);
}
Also used : DatasetName(com.google.cloud.automl.v1beta1.DatasetName) AutoMlClient(com.google.cloud.automl.v1beta1.AutoMlClient) After(org.junit.After)

Aggregations

AutoMlClient (com.google.cloud.automl.v1beta1.AutoMlClient)13 AutoMlClient (com.google.cloud.automl.v1.AutoMlClient)8 Dataset (com.google.cloud.automl.v1.Dataset)8 LocationName (com.google.cloud.automl.v1.LocationName)7 LocationName (com.google.cloud.automl.v1beta1.LocationName)7 OperationMetadata (com.google.cloud.automl.v1.OperationMetadata)6 Dataset (com.google.cloud.automl.v1beta1.Dataset)6 DatasetName (com.google.cloud.automl.v1beta1.DatasetName)5 DataField (org.idempiere.adInterface.x10.DataField)5 DataRow (org.idempiere.adInterface.x10.DataRow)5 DataSet (org.idempiere.adInterface.x10.DataSet)5 WindowTabData (org.idempiere.adInterface.x10.WindowTabData)5 WindowTabDataDocument (org.idempiere.adInterface.x10.WindowTabDataDocument)5 AbstractMessage (com.google.protobuf.AbstractMessage)4 ArrayList (java.util.ArrayList)4 Test (org.junit.Test)4 Empty (com.google.protobuf.Empty)3 IOException (java.io.IOException)3 DateTime (org.joda.time.DateTime)3 DataSet (org.openmuc.openiec61850.DataSet)3