Class ModelServiceGrpc.ModelServiceFutureStub (3.13.0)

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
NameDescription
requestBatchImportModelEvaluationSlicesRequest
Returns
TypeDescription
com.google.common.util.concurrent.ListenableFuture<BatchImportModelEvaluationSlicesResponse>

build(Channel channel, CallOptions callOptions)

protected ModelServiceGrpc.ModelServiceFutureStub build(Channel channel, CallOptions callOptions)
Parameters
NameDescription
channelio.grpc.Channel
callOptionsio.grpc.CallOptions
Returns
TypeDescription
ModelServiceGrpc.ModelServiceFutureStub
Overrides
io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)

copyModel(CopyModelRequest request)

public ListenableFuture<Operation> copyModel(CopyModelRequest request)

Copies an already existing Vertex AI Model into the specified Location. The source Model must exist in the same Project. When copying custom Models, the users themselves are responsible for Model.metadata content to be region-agnostic, as well as making sure that any resources (e.g. files) it depends on remain accessible.

Parameter
NameDescription
requestCopyModelRequest
Returns
TypeDescription
com.google.common.util.concurrent.ListenableFuture<Operation>

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
NameDescription
requestDeleteModelRequest
Returns
TypeDescription
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
NameDescription
requestDeleteModelVersionRequest
Returns
TypeDescription
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
NameDescription
requestExportModelRequest
Returns
TypeDescription
com.google.common.util.concurrent.ListenableFuture<Operation>

getModel(GetModelRequest request)

public ListenableFuture<Model> getModel(GetModelRequest request)

Gets a Model.

Parameter
NameDescription
requestGetModelRequest
Returns
TypeDescription
com.google.common.util.concurrent.ListenableFuture<Model>

getModelEvaluation(GetModelEvaluationRequest request)

public ListenableFuture<ModelEvaluation> getModelEvaluation(GetModelEvaluationRequest request)

Gets a ModelEvaluation.

Parameter
NameDescription
requestGetModelEvaluationRequest
Returns
TypeDescription
com.google.common.util.concurrent.ListenableFuture<ModelEvaluation>

getModelEvaluationSlice(GetModelEvaluationSliceRequest request)

public ListenableFuture<ModelEvaluationSlice> getModelEvaluationSlice(GetModelEvaluationSliceRequest request)

Gets a ModelEvaluationSlice.

Parameter
NameDescription
requestGetModelEvaluationSliceRequest
Returns
TypeDescription
com.google.common.util.concurrent.ListenableFuture<ModelEvaluationSlice>

importModelEvaluation(ImportModelEvaluationRequest request)

public ListenableFuture<ModelEvaluation> importModelEvaluation(ImportModelEvaluationRequest request)

Imports an externally generated ModelEvaluation.

Parameter
NameDescription
requestImportModelEvaluationRequest
Returns
TypeDescription
com.google.common.util.concurrent.ListenableFuture<ModelEvaluation>

listModelEvaluationSlices(ListModelEvaluationSlicesRequest request)

public ListenableFuture<ListModelEvaluationSlicesResponse> listModelEvaluationSlices(ListModelEvaluationSlicesRequest request)

Lists ModelEvaluationSlices in a ModelEvaluation.

Parameter
NameDescription
requestListModelEvaluationSlicesRequest
Returns
TypeDescription
com.google.common.util.concurrent.ListenableFuture<ListModelEvaluationSlicesResponse>

listModelEvaluations(ListModelEvaluationsRequest request)

public ListenableFuture<ListModelEvaluationsResponse> listModelEvaluations(ListModelEvaluationsRequest request)

Lists ModelEvaluations in a Model.

Parameter
NameDescription
requestListModelEvaluationsRequest
Returns
TypeDescription
com.google.common.util.concurrent.ListenableFuture<ListModelEvaluationsResponse>

listModelVersions(ListModelVersionsRequest request)

public ListenableFuture<ListModelVersionsResponse> listModelVersions(ListModelVersionsRequest request)

Lists versions of the specified model.

Parameter
NameDescription
requestListModelVersionsRequest
Returns
TypeDescription
com.google.common.util.concurrent.ListenableFuture<ListModelVersionsResponse>

listModels(ListModelsRequest request)

public ListenableFuture<ListModelsResponse> listModels(ListModelsRequest request)

Lists Models in a Location.

Parameter
NameDescription
requestListModelsRequest
Returns
TypeDescription
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
NameDescription
requestMergeVersionAliasesRequest
Returns
TypeDescription
com.google.common.util.concurrent.ListenableFuture<Model>

updateExplanationDataset(UpdateExplanationDatasetRequest request)

public ListenableFuture<Operation> updateExplanationDataset(UpdateExplanationDatasetRequest request)

Incrementally update the dataset used for an examples model.

Parameter
NameDescription
requestUpdateExplanationDatasetRequest
Returns
TypeDescription
com.google.common.util.concurrent.ListenableFuture<Operation>

updateModel(UpdateModelRequest request)

public ListenableFuture<Model> updateModel(UpdateModelRequest request)

Updates a Model.

Parameter
NameDescription
requestUpdateModelRequest
Returns
TypeDescription
com.google.common.util.concurrent.ListenableFuture<Model>

uploadModel(UploadModelRequest request)

public ListenableFuture<Operation> uploadModel(UploadModelRequest request)

Uploads a Model artifact into Vertex AI.

Parameter
NameDescription
requestUploadModelRequest
Returns
TypeDescription
com.google.common.util.concurrent.ListenableFuture<Operation>