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Class ModelServiceGrpc.ModelServiceImplBase (3.7.0)

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>`