Package com.google.cloud.automl.v1

Interface PredictionServiceGrpc.AsyncService

All Known Implementing Classes:

PredictionServiceGrpc.PredictionServiceImplBase

Enclosing class:

PredictionServiceGrpc

public static interface PredictionServiceGrpc.AsyncService

 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.
 

Method Summary

Modifier and Type	Method	Description
default void	batchPredict(BatchPredictRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)	Perform a batch prediction.
default void	predict(PredictRequest request, io.grpc.stub.StreamObserver<PredictResponse> responseObserver)	Perform an online prediction.

Method Detail

predict

default void predict(PredictRequest request,
                     io.grpc.stub.StreamObserver<PredictResponse> responseObserver)

 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

default void batchPredict(BatchPredictRequest request,
                          io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 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