com.google.cloud.aiplatform.v1beta1

Class ModelServiceGrpc.ModelServiceFutureStub

java.lang.Object

io.grpc.stub.AbstractStub<S>

io.grpc.stub.AbstractFutureStub<ModelServiceGrpc.ModelServiceFutureStub>

com.google.cloud.aiplatform.v1beta1.ModelServiceGrpc.ModelServiceFutureStub

Enclosing class:

ModelServiceGrpc

public static final class ModelServiceGrpc.ModelServiceFutureStub
extends io.grpc.stub.AbstractFutureStub<ModelServiceGrpc.ModelServiceFutureStub>

A stub to allow clients to do ListenableFuture-style rpc calls to service ModelService.

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

Nested Class Summary

Nested classes/interfaces inherited from class io.grpc.stub.AbstractStub

io.grpc.stub.AbstractStub.StubFactory<T extends io.grpc.stub.AbstractStub<T>>

Method Summary

Modifier and Type	Method and Description
com.google.common.util.concurrent.ListenableFuture<BatchImportEvaluatedAnnotationsResponse>	batchImportEvaluatedAnnotations(BatchImportEvaluatedAnnotationsRequest request) Imports a list of externally generated EvaluatedAnnotations.
com.google.common.util.concurrent.ListenableFuture<BatchImportModelEvaluationSlicesResponse>	batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request) Imports a list of externally generated ModelEvaluationSlice.
protected ModelServiceGrpc.ModelServiceFutureStub	build(io.grpc.Channel channel, io.grpc.CallOptions callOptions)
com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation>	copyModel(CopyModelRequest request) Copies an already existing Vertex AI Model into the specified Location.
com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation>	deleteModel(DeleteModelRequest request) Deletes a Model.
com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation>	deleteModelVersion(DeleteModelVersionRequest request) Deletes a Model version.
com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation>	exportModel(ExportModelRequest request) Exports a trained, exportable Model to a location specified by the user.
com.google.common.util.concurrent.ListenableFuture<Model>	getModel(GetModelRequest request) Gets a Model.
com.google.common.util.concurrent.ListenableFuture<ModelEvaluation>	getModelEvaluation(GetModelEvaluationRequest request) Gets a ModelEvaluation.
com.google.common.util.concurrent.ListenableFuture<ModelEvaluationSlice>	getModelEvaluationSlice(GetModelEvaluationSliceRequest request) Gets a ModelEvaluationSlice.
com.google.common.util.concurrent.ListenableFuture<ModelEvaluation>	importModelEvaluation(ImportModelEvaluationRequest request) Imports an externally generated ModelEvaluation.
com.google.common.util.concurrent.ListenableFuture<ListModelEvaluationsResponse>	listModelEvaluations(ListModelEvaluationsRequest request) Lists ModelEvaluations in a Model.
com.google.common.util.concurrent.ListenableFuture<ListModelEvaluationSlicesResponse>	listModelEvaluationSlices(ListModelEvaluationSlicesRequest request) Lists ModelEvaluationSlices in a ModelEvaluation.
com.google.common.util.concurrent.ListenableFuture<ListModelsResponse>	listModels(ListModelsRequest request) Lists Models in a Location.
com.google.common.util.concurrent.ListenableFuture<ListModelVersionsResponse>	listModelVersions(ListModelVersionsRequest request) Lists versions of the specified model.
com.google.common.util.concurrent.ListenableFuture<Model>	mergeVersionAliases(MergeVersionAliasesRequest request) Merges a set of aliases for a Model version.
com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation>	updateExplanationDataset(UpdateExplanationDatasetRequest request) Incrementally update the dataset used for an examples model.
com.google.common.util.concurrent.ListenableFuture<Model>	updateModel(UpdateModelRequest request) Updates a Model.
com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation>	uploadModel(UploadModelRequest request) Uploads a Model artifact into Vertex AI.

Methods inherited from class io.grpc.stub.AbstractFutureStub

newStub, newStub

Methods inherited from class io.grpc.stub.AbstractStub

getCallOptions, getChannel, withCallCredentials, withChannel, withCompression, withDeadline, withDeadlineAfter, withExecutor, withInterceptors, withMaxInboundMessageSize, withMaxOutboundMessageSize, withOption, withWaitForReady

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

build

protected ModelServiceGrpc.ModelServiceFutureStub build(io.grpc.Channel channel,
                                                        io.grpc.CallOptions callOptions)

Specified by:

build in class io.grpc.stub.AbstractStub<ModelServiceGrpc.ModelServiceFutureStub>

uploadModel

public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> uploadModel(UploadModelRequest request)

 Uploads a Model artifact into Vertex AI.
 

getModel

public com.google.common.util.concurrent.ListenableFuture<Model> getModel(GetModelRequest request)

 Gets a Model.
 

listModels

public com.google.common.util.concurrent.ListenableFuture<ListModelsResponse> listModels(ListModelsRequest request)

 Lists Models in a Location.
 

listModelVersions

public com.google.common.util.concurrent.ListenableFuture<ListModelVersionsResponse> listModelVersions(ListModelVersionsRequest request)

 Lists versions of the specified model.
 

updateModel

public com.google.common.util.concurrent.ListenableFuture<Model> updateModel(UpdateModelRequest request)

 Updates a Model.
 

updateExplanationDataset

public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> updateExplanationDataset(UpdateExplanationDatasetRequest request)

 Incrementally update the dataset used for an examples model.
 

deleteModel

public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> deleteModel(DeleteModelRequest request)

 Deletes a Model.
 A model cannot be deleted if any
 [Endpoint][google.cloud.aiplatform.v1beta1.Endpoint] resource has a
 [DeployedModel][google.cloud.aiplatform.v1beta1.DeployedModel] based on the
 model in its
 [deployed_models][google.cloud.aiplatform.v1beta1.Endpoint.deployed_models]
 field.
 

deleteModelVersion

public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> deleteModelVersion(DeleteModelVersionRequest request)

 Deletes a Model version.
 Model version can only be deleted if there are no
 [DeployedModels][google.cloud.aiplatform.v1beta1.DeployedModel] created
 from it. Deleting the only version in the Model is not allowed. Use
 [DeleteModel][google.cloud.aiplatform.v1beta1.ModelService.DeleteModel] for
 deleting the Model instead.
 

mergeVersionAliases

public com.google.common.util.concurrent.ListenableFuture<Model> mergeVersionAliases(MergeVersionAliasesRequest request)

 Merges a set of aliases for a Model version.
 

exportModel

public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.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][google.cloud.aiplatform.v1beta1.Model.supported_export_formats].
 

copyModel

public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.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][google.cloud.aiplatform.v1beta1.Model.metadata] content to
 be region-agnostic, as well as making sure that any resources (e.g. files)
 it depends on remain accessible.
 

importModelEvaluation

public com.google.common.util.concurrent.ListenableFuture<ModelEvaluation> importModelEvaluation(ImportModelEvaluationRequest request)

 Imports an externally generated ModelEvaluation.
 

batchImportModelEvaluationSlices

public com.google.common.util.concurrent.ListenableFuture<BatchImportModelEvaluationSlicesResponse> batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request)

 Imports a list of externally generated ModelEvaluationSlice.
 

batchImportEvaluatedAnnotations

public com.google.common.util.concurrent.ListenableFuture<BatchImportEvaluatedAnnotationsResponse> batchImportEvaluatedAnnotations(BatchImportEvaluatedAnnotationsRequest request)

 Imports a list of externally generated EvaluatedAnnotations.
 

getModelEvaluation

public com.google.common.util.concurrent.ListenableFuture<ModelEvaluation> getModelEvaluation(GetModelEvaluationRequest request)

 Gets a ModelEvaluation.
 

listModelEvaluations

public com.google.common.util.concurrent.ListenableFuture<ListModelEvaluationsResponse> listModelEvaluations(ListModelEvaluationsRequest request)

 Lists ModelEvaluations in a Model.
 

getModelEvaluationSlice

public com.google.common.util.concurrent.ListenableFuture<ModelEvaluationSlice> getModelEvaluationSlice(GetModelEvaluationSliceRequest request)

 Gets a ModelEvaluationSlice.
 

listModelEvaluationSlices

public com.google.common.util.concurrent.ListenableFuture<ListModelEvaluationSlicesResponse> listModelEvaluationSlices(ListModelEvaluationSlicesRequest request)

 Lists ModelEvaluationSlices in a ModelEvaluation.