{
private PredictionServiceBlockingStub(
io.grpc.Channel channel, io.grpc.CallOptions callOptions) {
super(channel, callOptions);
}
@java.lang.Override
protected PredictionServiceBlockingStub build(
io.grpc.Channel channel, io.grpc.CallOptions callOptions) {
return new PredictionServiceBlockingStub(channel, callOptions);
}
/**
*
*
*
* 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.
*
*/
public com.google.cloud.automl.v1beta1.PredictResponse predict(
com.google.cloud.automl.v1beta1.PredictRequest request) {
return io.grpc.stub.ClientCalls.blockingUnaryCall(
getChannel(), getPredictMethod(), getCallOptions(), request);
}
/**
*
*
*
* 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
*
*/
public com.google.longrunning.Operation batchPredict(
com.google.cloud.automl.v1beta1.BatchPredictRequest request) {
return io.grpc.stub.ClientCalls.blockingUnaryCall(
getChannel(), getBatchPredictMethod(), getCallOptions(), request);
}
}
/**
* 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 kebab-case, either of those cases is accepted.
*
*/
public static final class PredictionServiceFutureStub
extends io.grpc.stub.AbstractFutureStub {
private PredictionServiceFutureStub(io.grpc.Channel channel, io.grpc.CallOptions callOptions) {
super(channel, callOptions);
}
@java.lang.Override
protected PredictionServiceFutureStub build(
io.grpc.Channel channel, io.grpc.CallOptions callOptions) {
return new PredictionServiceFutureStub(channel, callOptions);
}
/**
*
*
*
* 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.
*
*/
public com.google.common.util.concurrent.ListenableFuture<
com.google.cloud.automl.v1beta1.PredictResponse>
predict(com.google.cloud.automl.v1beta1.PredictRequest request) {
return io.grpc.stub.ClientCalls.futureUnaryCall(
getChannel().newCall(getPredictMethod(), getCallOptions()), request);
}
/**
*
*
*
* 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
*
*/
public com.google.common.util.concurrent.ListenableFuture
batchPredict(com.google.cloud.automl.v1beta1.BatchPredictRequest request) {
return io.grpc.stub.ClientCalls.futureUnaryCall(
getChannel().newCall(getBatchPredictMethod(), getCallOptions()), request);
}
}
private static final int METHODID_PREDICT = 0;
private static final int METHODID_BATCH_PREDICT = 1;
private static final class MethodHandlers
implements io.grpc.stub.ServerCalls.UnaryMethod,
io.grpc.stub.ServerCalls.ServerStreamingMethod,
io.grpc.stub.ServerCalls.ClientStreamingMethod,
io.grpc.stub.ServerCalls.BidiStreamingMethod {
private final AsyncService serviceImpl;
private final int methodId;
MethodHandlers(AsyncService serviceImpl, int methodId) {
this.serviceImpl = serviceImpl;
this.methodId = methodId;
}
@java.lang.Override
@java.lang.SuppressWarnings("unchecked")
public void invoke(Req request, io.grpc.stub.StreamObserver responseObserver) {
switch (methodId) {
case METHODID_PREDICT:
serviceImpl.predict(
(com.google.cloud.automl.v1beta1.PredictRequest) request,
(io.grpc.stub.StreamObserver)
responseObserver);
break;
case METHODID_BATCH_PREDICT:
serviceImpl.batchPredict(
(com.google.cloud.automl.v1beta1.BatchPredictRequest) request,
(io.grpc.stub.StreamObserver) responseObserver);
break;
default:
throw new AssertionError();
}
}
@java.lang.Override
@java.lang.SuppressWarnings("unchecked")
public io.grpc.stub.StreamObserver invoke(
io.grpc.stub.StreamObserver responseObserver) {
switch (methodId) {
default:
throw new AssertionError();
}
}
}
public static final io.grpc.ServerServiceDefinition bindService(AsyncService service) {
return io.grpc.ServerServiceDefinition.builder(getServiceDescriptor())
.addMethod(
getPredictMethod(),
io.grpc.stub.ServerCalls.asyncUnaryCall(
new MethodHandlers<
com.google.cloud.automl.v1beta1.PredictRequest,
com.google.cloud.automl.v1beta1.PredictResponse>(service, METHODID_PREDICT)))
.addMethod(
getBatchPredictMethod(),
io.grpc.stub.ServerCalls.asyncUnaryCall(
new MethodHandlers<
com.google.cloud.automl.v1beta1.BatchPredictRequest,
com.google.longrunning.Operation>(service, METHODID_BATCH_PREDICT)))
.build();
}
private abstract static class PredictionServiceBaseDescriptorSupplier
implements io.grpc.protobuf.ProtoFileDescriptorSupplier,
io.grpc.protobuf.ProtoServiceDescriptorSupplier {
PredictionServiceBaseDescriptorSupplier() {}
@java.lang.Override
public com.google.protobuf.Descriptors.FileDescriptor getFileDescriptor() {
return com.google.cloud.automl.v1beta1.PredictionServiceProto.getDescriptor();
}
@java.lang.Override
public com.google.protobuf.Descriptors.ServiceDescriptor getServiceDescriptor() {
return getFileDescriptor().findServiceByName("PredictionService");
}
}
private static final class PredictionServiceFileDescriptorSupplier
extends PredictionServiceBaseDescriptorSupplier {
PredictionServiceFileDescriptorSupplier() {}
}
private static final class PredictionServiceMethodDescriptorSupplier
extends PredictionServiceBaseDescriptorSupplier
implements io.grpc.protobuf.ProtoMethodDescriptorSupplier {
private final String methodName;
PredictionServiceMethodDescriptorSupplier(String methodName) {
this.methodName = methodName;
}
@java.lang.Override
public com.google.protobuf.Descriptors.MethodDescriptor getMethodDescriptor() {
return getServiceDescriptor().findMethodByName(methodName);
}
}
private static volatile io.grpc.ServiceDescriptor serviceDescriptor;
public static io.grpc.ServiceDescriptor getServiceDescriptor() {
io.grpc.ServiceDescriptor result = serviceDescriptor;
if (result == null) {
synchronized (PredictionServiceGrpc.class) {
result = serviceDescriptor;
if (result == null) {
serviceDescriptor =
result =
io.grpc.ServiceDescriptor.newBuilder(SERVICE_NAME)
.setSchemaDescriptor(new PredictionServiceFileDescriptorSupplier())
.addMethod(getPredictMethod())
.addMethod(getBatchPredictMethod())
.build();
}
}
}
return result;
}
}