Class ModelServiceGrpc.ModelServiceFutureStub (3.10.0)

public static final class ModelServiceGrpc.ModelServiceFutureStub extends AbstractFutureStub<ModelServiceGrpc.ModelServiceFutureStub>

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

Inheritance

java.lang.Object > io.grpc.stub.AbstractStub > io.grpc.stub.AbstractFutureStub > ModelServiceGrpc.ModelServiceFutureStub

Methods

batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request)

public ListenableFuture<BatchImportModelEvaluationSlicesResponse> batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request)

Imports a list of externally generated ModelEvaluationSlice.

Parameter
Name Description
request BatchImportModelEvaluationSlicesRequest
Returns
Type Description
com.google.common.util.concurrent.ListenableFuture<BatchImportModelEvaluationSlicesResponse>

build(Channel channel, CallOptions callOptions)

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

deleteModel(DeleteModelRequest request)

public ListenableFuture<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
com.google.common.util.concurrent.ListenableFuture<Operation>

deleteModelVersion(DeleteModelVersionRequest request)

public ListenableFuture<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
com.google.common.util.concurrent.ListenableFuture<Operation>

exportModel(ExportModelRequest request)

public ListenableFuture<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
com.google.common.util.concurrent.ListenableFuture<Operation>

getModel(GetModelRequest request)

public ListenableFuture<Model> getModel(GetModelRequest request)

Gets a Model.

Parameter
Name Description
request GetModelRequest
Returns
Type Description
com.google.common.util.concurrent.ListenableFuture<Model>

getModelEvaluation(GetModelEvaluationRequest request)

public ListenableFuture<ModelEvaluation> getModelEvaluation(GetModelEvaluationRequest request)

Gets a ModelEvaluation.

Parameter
Name Description
request GetModelEvaluationRequest
Returns
Type Description
com.google.common.util.concurrent.ListenableFuture<ModelEvaluation>

getModelEvaluationSlice(GetModelEvaluationSliceRequest request)

public ListenableFuture<ModelEvaluationSlice> getModelEvaluationSlice(GetModelEvaluationSliceRequest request)

Gets a ModelEvaluationSlice.

Parameter
Name Description
request GetModelEvaluationSliceRequest
Returns
Type Description
com.google.common.util.concurrent.ListenableFuture<ModelEvaluationSlice>

importModelEvaluation(ImportModelEvaluationRequest request)

public ListenableFuture<ModelEvaluation> importModelEvaluation(ImportModelEvaluationRequest request)

Imports an externally generated ModelEvaluation.

Parameter
Name Description
request ImportModelEvaluationRequest
Returns
Type Description
com.google.common.util.concurrent.ListenableFuture<ModelEvaluation>

listModelEvaluationSlices(ListModelEvaluationSlicesRequest request)

public ListenableFuture<ListModelEvaluationSlicesResponse> listModelEvaluationSlices(ListModelEvaluationSlicesRequest request)

Lists ModelEvaluationSlices in a ModelEvaluation.

Parameter
Name Description
request ListModelEvaluationSlicesRequest
Returns
Type Description
com.google.common.util.concurrent.ListenableFuture<ListModelEvaluationSlicesResponse>

listModelEvaluations(ListModelEvaluationsRequest request)

public ListenableFuture<ListModelEvaluationsResponse> listModelEvaluations(ListModelEvaluationsRequest request)

Lists ModelEvaluations in a Model.

Parameter
Name Description
request ListModelEvaluationsRequest
Returns
Type Description
com.google.common.util.concurrent.ListenableFuture<ListModelEvaluationsResponse>

listModelVersions(ListModelVersionsRequest request)

public ListenableFuture<ListModelVersionsResponse> listModelVersions(ListModelVersionsRequest request)

Lists versions of the specified model.

Parameter
Name Description
request ListModelVersionsRequest
Returns
Type Description
com.google.common.util.concurrent.ListenableFuture<ListModelVersionsResponse>

listModels(ListModelsRequest request)

public ListenableFuture<ListModelsResponse> listModels(ListModelsRequest request)

Lists Models in a Location.

Parameter
Name Description
request ListModelsRequest
Returns
Type Description
com.google.common.util.concurrent.ListenableFuture<ListModelsResponse>

mergeVersionAliases(MergeVersionAliasesRequest request)

public ListenableFuture<Model> mergeVersionAliases(MergeVersionAliasesRequest request)

Merges a set of aliases for a Model version.

Parameter
Name Description
request MergeVersionAliasesRequest
Returns
Type Description
com.google.common.util.concurrent.ListenableFuture<Model>

updateModel(UpdateModelRequest request)

public ListenableFuture<Model> updateModel(UpdateModelRequest request)

Updates a Model.

Parameter
Name Description
request UpdateModelRequest
Returns
Type Description
com.google.common.util.concurrent.ListenableFuture<Model>

uploadModel(UploadModelRequest request)

public ListenableFuture<Operation> uploadModel(UploadModelRequest request)

Uploads a Model artifact into Vertex AI.

Parameter
Name Description
request UploadModelRequest
Returns
Type Description
com.google.common.util.concurrent.ListenableFuture<Operation>