Package com.google.cloud.automl.v1beta1

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 kebab-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 will be directly
 returned in the response.
 Available for following ML problems, and their expected request payloads:
 * Image Classification - Image in .JPEG, .GIF or .PNG format, image_bytes
                          up to 30MB.
 * Image Object Detection - Image in .JPEG, .GIF or .PNG format, image_bytes
                            up to 30MB.
 * Text Classification - TextSnippet, content up to 60,000 characters,
                         UTF-8 encoded.
 * Text Extraction - TextSnippet, content up to 30,000 characters,
                     UTF-8 NFC encoded.
 * Translation - TextSnippet, content up to 25,000 characters, UTF-8
                 encoded.
 * Tables - Row, with column values matching the columns of the model,
            up to 5MB. Not available for FORECASTING
 [prediction_type][google.cloud.automl.v1beta1.TablesModelMetadata.prediction_type].
 * Text Sentiment - TextSnippet, content up 500 characters, UTF-8
                     encoded.
 

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.v1beta1.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.v1beta1.BatchPredictResult] is returned in
 the [response][google.longrunning.Operation.response] field.
 Available for following ML problems:
 * Image Classification
 * Image Object Detection
 * Video Classification
 * Video Object Tracking * Text Extraction
 * Tables