com.google.cloud.aiplatform.v1beta1

Class ModelServiceGrpc.ModelServiceBlockingStub

java.lang.Object

io.grpc.stub.AbstractStub<S>

io.grpc.stub.AbstractBlockingStub<ModelServiceGrpc.ModelServiceBlockingStub>

com.google.cloud.aiplatform.v1beta1.ModelServiceGrpc.ModelServiceBlockingStub

Enclosing class:

ModelServiceGrpc

public static final class ModelServiceGrpc.ModelServiceBlockingStub
extends io.grpc.stub.AbstractBlockingStub<ModelServiceGrpc.ModelServiceBlockingStub>

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

Methods inherited from class io.grpc.stub.AbstractBlockingStub

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.ModelServiceBlockingStub build(io.grpc.Channel channel,
                                                          io.grpc.CallOptions callOptions)

Specified by:

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

uploadModel

public com.google.longrunning.Operation uploadModel(UploadModelRequest request)

 Uploads a Model artifact into Vertex AI.
 

getModel

public Model getModel(GetModelRequest request)

 Gets a Model.
 

listModels

public ListModelsResponse listModels(ListModelsRequest request)

 Lists Models in a Location.
 

listModelVersions

public ListModelVersionsResponse listModelVersions(ListModelVersionsRequest request)

 Lists versions of the specified model.
 

updateModel

public Model updateModel(UpdateModelRequest request)

 Updates a Model.
 

updateExplanationDataset

public com.google.longrunning.Operation updateExplanationDataset(UpdateExplanationDatasetRequest request)

 Incrementally update the dataset used for an examples model.
 

deleteModel

public 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.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 Model mergeVersionAliases(MergeVersionAliasesRequest request)

 Merges a set of aliases for a Model version.
 

exportModel

public 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.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 ModelEvaluation importModelEvaluation(ImportModelEvaluationRequest request)

 Imports an externally generated ModelEvaluation.
 

batchImportModelEvaluationSlices

public BatchImportModelEvaluationSlicesResponse batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request)

 Imports a list of externally generated ModelEvaluationSlice.
 

batchImportEvaluatedAnnotations

public BatchImportEvaluatedAnnotationsResponse batchImportEvaluatedAnnotations(BatchImportEvaluatedAnnotationsRequest request)

 Imports a list of externally generated EvaluatedAnnotations.
 

getModelEvaluation

public ModelEvaluation getModelEvaluation(GetModelEvaluationRequest request)

 Gets a ModelEvaluation.
 

listModelEvaluations

public ListModelEvaluationsResponse listModelEvaluations(ListModelEvaluationsRequest request)

 Lists ModelEvaluations in a Model.
 

getModelEvaluationSlice

public ModelEvaluationSlice getModelEvaluationSlice(GetModelEvaluationSliceRequest request)

 Gets a ModelEvaluationSlice.
 

listModelEvaluationSlices

public ListModelEvaluationSlicesResponse listModelEvaluationSlices(ListModelEvaluationSlicesRequest request)

 Lists ModelEvaluationSlices in a ModelEvaluation.