Package com.google.cloud.automl.v1

Class PredictionServiceGrpc.PredictionServiceFutureStub

  • Enclosing class:
    PredictionServiceGrpc
    public static final class PredictionServiceGrpc.PredictionServiceFutureStub
extends io.grpc.stub.AbstractFutureStub<PredictionServiceGrpc.PredictionServiceFutureStub>
    A stub to allow clients to do ListenableFuture-style rpc calls to service PredictionService. 
     AutoML Prediction API.
 On any input that is documented to expect a string parameter in
 snake_case or dash-case, either of those cases is accepted.

    • Nested Class Summary

      • Nested classes/interfaces inherited from class io.grpc.stub.AbstractStub

        io.grpc.stub.AbstractStub.StubFactory<T extends io.grpc.stub.AbstractStub<T>>

    • Method Detail

      • predict

        public com.google.common.util.concurrent.ListenableFuture<PredictResponse> predict​(PredictRequest request)
         Perform an online prediction. The prediction result is directly
 returned in the response.
 Available for following ML scenarios, and their expected request payloads:
 AutoML Vision Classification
 * An image in .JPEG, .GIF or .PNG format, image_bytes up to 30MB.
 AutoML Vision Object Detection
 * An image in .JPEG, .GIF or .PNG format, image_bytes up to 30MB.
 AutoML Natural Language Classification
 * A TextSnippet up to 60,000 characters, UTF-8 encoded or a document in
 .PDF, .TIF or .TIFF format with size upto 2MB.
 AutoML Natural Language Entity Extraction
 * A TextSnippet up to 10,000 characters, UTF-8 NFC encoded or a document
  in .PDF, .TIF or .TIFF format with size upto 20MB.
 AutoML Natural Language Sentiment Analysis
 * A TextSnippet up to 60,000 characters, UTF-8 encoded or a document in
 .PDF, .TIF or .TIFF format with size upto 2MB.
 AutoML Translation
 * A TextSnippet up to 25,000 characters, UTF-8 encoded.
 AutoML Tables
 * A row with column values matching
   the columns of the model, up to 5MB. Not available for FORECASTING
   `prediction_type`.

      • batchPredict

        public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> batchPredict​(BatchPredictRequest request)
         Perform a batch prediction. Unlike the online [Predict][google.cloud.automl.v1.PredictionService.Predict], batch
 prediction result won't be immediately available in the response. Instead,
 a long running operation object is returned. User can poll the operation
 result via [GetOperation][google.longrunning.Operations.GetOperation]
 method. Once the operation is done, [BatchPredictResult][google.cloud.automl.v1.BatchPredictResult] is returned in
 the [response][google.longrunning.Operation.response] field.
 Available for following ML scenarios:
 * AutoML Vision Classification
 * AutoML Vision Object Detection
 * AutoML Video Intelligence Classification
 * AutoML Video Intelligence Object Tracking * AutoML Natural Language Classification
 * AutoML Natural Language Entity Extraction
 * AutoML Natural Language Sentiment Analysis
 * AutoML Tables