Class ModelServiceGrpc.ModelServiceBlockingStub (3.3.0) 

public static final class ModelServiceGrpc.ModelServiceBlockingStub extends AbstractBlockingStub<ModelServiceGrpc.ModelServiceBlockingStub>

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

Inheritance

java.lang.Object > io.grpc.stub.AbstractStub > io.grpc.stub.AbstractBlockingStub > ModelServiceGrpc.ModelServiceBlockingStub

Methods

batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request)

public BatchImportModelEvaluationSlicesResponse batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request)

Imports a list of externally generated ModelEvaluationSlice.

Parameter
Name Description
request BatchImportModelEvaluationSlicesRequest
Returns
Type Description
BatchImportModelEvaluationSlicesResponse

build(Channel channel, CallOptions callOptions)

protected ModelServiceGrpc.ModelServiceBlockingStub build(Channel channel, CallOptions callOptions)
Parameters
Name Description
channel io.grpc.Channel
callOptions io.grpc.CallOptions
Returns
Type Description
ModelServiceGrpc.ModelServiceBlockingStub
Overrides
io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)

deleteModel(DeleteModelRequest request)

public Operation deleteModel(DeleteModelRequest request)

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

Parameter
Name Description
request DeleteModelRequest
Returns
Type Description
Operation

deleteModelVersion(DeleteModelVersionRequest request)

public Operation deleteModelVersion(DeleteModelVersionRequest request)

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.

Parameter
Name Description
request DeleteModelVersionRequest
Returns
Type Description
Operation

exportModel(ExportModelRequest request)

public Operation exportModel(ExportModelRequest request)

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.

Parameter
Name Description
request ExportModelRequest
Returns
Type Description
Operation

getModel(GetModelRequest request)

public Model getModel(GetModelRequest request)

Gets a Model.

Parameter
Name Description
request GetModelRequest
Returns
Type Description
Model

getModelEvaluation(GetModelEvaluationRequest request)

public ModelEvaluation getModelEvaluation(GetModelEvaluationRequest request)

Gets a ModelEvaluation.

Parameter
Name Description
request GetModelEvaluationRequest
Returns
Type Description
ModelEvaluation

getModelEvaluationSlice(GetModelEvaluationSliceRequest request)

public ModelEvaluationSlice getModelEvaluationSlice(GetModelEvaluationSliceRequest request)

Gets a ModelEvaluationSlice.

Parameter
Name Description
request GetModelEvaluationSliceRequest
Returns
Type Description
ModelEvaluationSlice

importModelEvaluation(ImportModelEvaluationRequest request)

public ModelEvaluation importModelEvaluation(ImportModelEvaluationRequest request)

Imports an externally generated ModelEvaluation.

Parameter
Name Description
request ImportModelEvaluationRequest
Returns
Type Description
ModelEvaluation

listModelEvaluationSlices(ListModelEvaluationSlicesRequest request)

public ListModelEvaluationSlicesResponse listModelEvaluationSlices(ListModelEvaluationSlicesRequest request)

Lists ModelEvaluationSlices in a ModelEvaluation.

Parameter
Name Description
request ListModelEvaluationSlicesRequest
Returns
Type Description
ListModelEvaluationSlicesResponse

listModelEvaluations(ListModelEvaluationsRequest request)

public ListModelEvaluationsResponse listModelEvaluations(ListModelEvaluationsRequest request)

Lists ModelEvaluations in a Model.

Parameter
Name Description
request ListModelEvaluationsRequest
Returns
Type Description
ListModelEvaluationsResponse

listModelVersions(ListModelVersionsRequest request)

public ListModelVersionsResponse listModelVersions(ListModelVersionsRequest request)

Lists versions of the specified model.

Parameter
Name Description
request ListModelVersionsRequest
Returns
Type Description
ListModelVersionsResponse

listModels(ListModelsRequest request)

public ListModelsResponse listModels(ListModelsRequest request)

Lists Models in a Location.

Parameter
Name Description
request ListModelsRequest
Returns
Type Description
ListModelsResponse

mergeVersionAliases(MergeVersionAliasesRequest request)

public Model mergeVersionAliases(MergeVersionAliasesRequest request)

Merges a set of aliases for a Model version.

Parameter
Name Description
request MergeVersionAliasesRequest
Returns
Type Description
Model

updateModel(UpdateModelRequest request)

public Model updateModel(UpdateModelRequest request)

Updates a Model.

Parameter
Name Description
request UpdateModelRequest
Returns
Type Description
Model

uploadModel(UploadModelRequest request)

public Operation uploadModel(UploadModelRequest request)

Uploads a Model artifact into Vertex AI.

Parameter
Name Description
request UploadModelRequest
Returns
Type Description
Operation