Class ModelServiceGrpc.ModelServiceImplBase (3.2.0)

Version 3.2.0

• 3.56.0 (latest)
• 3.55.0
• 3.54.0
• 3.53.0
• 3.52.0
• 3.50.0
• 3.49.0
• 3.48.0
• 3.47.0
• 3.46.0
• 3.45.0
• 3.44.0
• 3.43.0
• 3.42.0
• 3.41.0
• 3.40.0
• 3.38.0
• 3.37.0
• 3.36.0
• 3.35.0
• 3.34.0
• 3.33.0
• 3.32.0
• 3.31.0
• 3.30.0
• 3.29.0
• 3.28.0
• 3.25.0
• 3.24.0
• 3.23.0
• 3.22.0
• 3.21.0
• 3.20.0
• 3.19.0
• 3.18.0
• 3.17.0
• 3.16.0
• 3.15.0
• 3.14.0
• 3.13.0
• 3.12.0
• 3.11.0
• 3.10.0
• 3.9.0
• 3.8.0
• 3.7.0
• 3.6.0
• 3.5.0
• 3.4.2
• 3.3.0
• 3.2.0
• 3.0.0
• 2.9.8
• 2.8.9
• 2.7.4
• 2.5.3
• 2.4.0

public abstract static class ModelServiceGrpc.ModelServiceImplBase implements BindableService

A service for managing Vertex AI's machine learning Models.

Inheritance

java.lang.Object > ModelServiceGrpc.ModelServiceImplBase

Implements

io.grpc.BindableService

Inherited Members

Object.clone()

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.toString()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Constructors

ModelServiceImplBase()

public ModelServiceImplBase()

Methods

batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request, StreamObserver<BatchImportModelEvaluationSlicesResponse> responseObserver)

public void batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request, StreamObserver<BatchImportModelEvaluationSlicesResponse> responseObserver)

Imports a list of externally generated ModelEvaluationSlice.

Parameters

Name	Description
request	BatchImportModelEvaluationSlicesRequest
responseObserver	io.grpc.stub.StreamObserver<BatchImportModelEvaluationSlicesResponse>

bindService()

public final ServerServiceDefinition bindService()

Returns

Type	Description
io.grpc.ServerServiceDefinition

deleteModel(DeleteModelRequest request, StreamObserver<Operation> responseObserver)

public void deleteModel(DeleteModelRequest request, StreamObserver<Operation> responseObserver)

Deletes a Model. A model cannot be deleted if any Endpoint resource has a DeployedModel based on the model in its deployed_models field.

Parameters

Name	Description
request	DeleteModelRequest
responseObserver	io.grpc.stub.StreamObserver<Operation>

deleteModelVersion(DeleteModelVersionRequest request, StreamObserver<Operation> responseObserver)

public void deleteModelVersion(DeleteModelVersionRequest request, StreamObserver<Operation> responseObserver)

Deletes a Model version. Model version can only be deleted if there are no [DeployedModels][] created from it. Deleting the only version in the Model is not allowed. Use DeleteModel for deleting the Model instead.

Parameters

Name	Description
request	DeleteModelVersionRequest
responseObserver	io.grpc.stub.StreamObserver<Operation>

exportModel(ExportModelRequest request, StreamObserver<Operation> responseObserver)

public void exportModel(ExportModelRequest request, StreamObserver<Operation> responseObserver)

Exports a trained, exportable Model to a location specified by the user. A Model is considered to be exportable if it has at least one supported export format.

Parameters

Name	Description
request	ExportModelRequest
responseObserver	io.grpc.stub.StreamObserver<Operation>

getModel(GetModelRequest request, StreamObserver<Model> responseObserver)

public void getModel(GetModelRequest request, StreamObserver<Model> responseObserver)

Gets a Model.

Parameters

Name	Description
request	GetModelRequest
responseObserver	io.grpc.stub.StreamObserver<Model>

getModelEvaluation(GetModelEvaluationRequest request, StreamObserver<ModelEvaluation> responseObserver)

public void getModelEvaluation(GetModelEvaluationRequest request, StreamObserver<ModelEvaluation> responseObserver)

Gets a ModelEvaluation.

Parameters

Name	Description
request	GetModelEvaluationRequest
responseObserver	io.grpc.stub.StreamObserver<ModelEvaluation>

getModelEvaluationSlice(GetModelEvaluationSliceRequest request, StreamObserver<ModelEvaluationSlice> responseObserver)

public void getModelEvaluationSlice(GetModelEvaluationSliceRequest request, StreamObserver<ModelEvaluationSlice> responseObserver)

Gets a ModelEvaluationSlice.

Parameters

Name	Description
request	GetModelEvaluationSliceRequest
responseObserver	io.grpc.stub.StreamObserver<ModelEvaluationSlice>

importModelEvaluation(ImportModelEvaluationRequest request, StreamObserver<ModelEvaluation> responseObserver)

public void importModelEvaluation(ImportModelEvaluationRequest request, StreamObserver<ModelEvaluation> responseObserver)

Imports an externally generated ModelEvaluation.

Parameters

Name	Description
request	ImportModelEvaluationRequest
responseObserver	io.grpc.stub.StreamObserver<ModelEvaluation>

listModelEvaluationSlices(ListModelEvaluationSlicesRequest request, StreamObserver<ListModelEvaluationSlicesResponse> responseObserver)

public void listModelEvaluationSlices(ListModelEvaluationSlicesRequest request, StreamObserver<ListModelEvaluationSlicesResponse> responseObserver)

Lists ModelEvaluationSlices in a ModelEvaluation.

Parameters

Name	Description
request	ListModelEvaluationSlicesRequest
responseObserver	io.grpc.stub.StreamObserver<ListModelEvaluationSlicesResponse>

listModelEvaluations(ListModelEvaluationsRequest request, StreamObserver<ListModelEvaluationsResponse> responseObserver)

public void listModelEvaluations(ListModelEvaluationsRequest request, StreamObserver<ListModelEvaluationsResponse> responseObserver)

Lists ModelEvaluations in a Model.

Parameters

Name	Description
request	ListModelEvaluationsRequest
responseObserver	io.grpc.stub.StreamObserver<ListModelEvaluationsResponse>

listModelVersions(ListModelVersionsRequest request, StreamObserver<ListModelVersionsResponse> responseObserver)

public void listModelVersions(ListModelVersionsRequest request, StreamObserver<ListModelVersionsResponse> responseObserver)

Lists versions of the specified model.

Parameters

Name	Description
request	ListModelVersionsRequest
responseObserver	io.grpc.stub.StreamObserver<ListModelVersionsResponse>

listModels(ListModelsRequest request, StreamObserver<ListModelsResponse> responseObserver)

public void listModels(ListModelsRequest request, StreamObserver<ListModelsResponse> responseObserver)

Lists Models in a Location.

Parameters

Name	Description
request	ListModelsRequest
responseObserver	io.grpc.stub.StreamObserver<ListModelsResponse>

mergeVersionAliases(MergeVersionAliasesRequest request, StreamObserver<Model> responseObserver)

public void mergeVersionAliases(MergeVersionAliasesRequest request, StreamObserver<Model> responseObserver)

Merges a set of aliases for a Model version.

Parameters

Name	Description
request	MergeVersionAliasesRequest
responseObserver	io.grpc.stub.StreamObserver<Model>

updateExplanationDataset(UpdateExplanationDatasetRequest request, StreamObserver<Operation> responseObserver)

public void updateExplanationDataset(UpdateExplanationDatasetRequest request, StreamObserver<Operation> responseObserver)

Incrementally update the dataset used for an examples model.

Parameters

Name	Description
request	UpdateExplanationDatasetRequest
responseObserver	io.grpc.stub.StreamObserver<Operation>

updateModel(UpdateModelRequest request, StreamObserver<Model> responseObserver)

public void updateModel(UpdateModelRequest request, StreamObserver<Model> responseObserver)

Updates a Model.

Parameters

Name	Description
request	UpdateModelRequest
responseObserver	io.grpc.stub.StreamObserver<Model>

uploadModel(UploadModelRequest request, StreamObserver<Operation> responseObserver)

public void uploadModel(UploadModelRequest request, StreamObserver<Operation> responseObserver)

Uploads a Model artifact into Vertex AI.

Parameters

Name	Description
request	UploadModelRequest
responseObserver	io.grpc.stub.StreamObserver<Operation>