com.google.cloud.automl.v1beta1

Class PredictionServiceGrpc.PredictionServiceStub

java.lang.Object

io.grpc.stub.AbstractStub<PredictionServiceGrpc.PredictionServiceStub>

com.google.cloud.automl.v1beta1.PredictionServiceGrpc.PredictionServiceStub

Enclosing class:

PredictionServiceGrpc

public static final class PredictionServiceGrpc.PredictionServiceStub
extends io.grpc.stub.AbstractStub<PredictionServiceGrpc.PredictionServiceStub>

 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.
 

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 Summary

Modifier and Type	Method and Description
void	batchPredict(BatchPredictRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Perform a batch prediction.
protected PredictionServiceGrpc.PredictionServiceStub	build(io.grpc.Channel channel, io.grpc.CallOptions callOptions)
void	predict(PredictRequest request, io.grpc.stub.StreamObserver<PredictResponse> responseObserver) Perform an online prediction.

Methods inherited from class io.grpc.stub.AbstractStub

getCallOptions, getChannel, newStub, newStub, withCallCredentials, withChannel, withCompression, withDeadline, withDeadlineAfter, withExecutor, withInterceptors, withMaxInboundMessageSize, withMaxOutboundMessageSize, withOption, withWaitForReady

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

build

protected PredictionServiceGrpc.PredictionServiceStub build(io.grpc.Channel channel,
                                                            io.grpc.CallOptions callOptions)

Specified by:

build in class io.grpc.stub.AbstractStub<PredictionServiceGrpc.PredictionServiceStub>

predict

public 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

public 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