Class ModelServiceGrpc.ModelServiceStub (3.12.0)

Version 3.12.0

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public static final class ModelServiceGrpc.ModelServiceStub extends AbstractAsyncStub<ModelServiceGrpc.ModelServiceStub>

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

Inheritance

java.lang.Object > io.grpc.stub.AbstractStub > io.grpc.stub.AbstractAsyncStub > ModelServiceGrpc.ModelServiceStub

Inherited Members

io.grpc.stub.AbstractAsyncStub.<T>newStub(io.grpc.stub.AbstractStub.StubFactory<T>,io.grpc.Channel)

io.grpc.stub.AbstractAsyncStub.<T>newStub(io.grpc.stub.AbstractStub.StubFactory<T>,io.grpc.Channel,io.grpc.CallOptions)

io.grpc.stub.AbstractStub.<T>withOption(io.grpc.CallOptions.Key<T>,T)

io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)

io.grpc.stub.AbstractStub.getCallOptions()

io.grpc.stub.AbstractStub.getChannel()

io.grpc.stub.AbstractStub.withCallCredentials(io.grpc.CallCredentials)

io.grpc.stub.AbstractStub.withChannel(io.grpc.Channel)

io.grpc.stub.AbstractStub.withCompression(java.lang.String)

io.grpc.stub.AbstractStub.withDeadline(io.grpc.Deadline)

io.grpc.stub.AbstractStub.withDeadlineAfter(long,java.util.concurrent.TimeUnit)

io.grpc.stub.AbstractStub.withExecutor(java.util.concurrent.Executor)

io.grpc.stub.AbstractStub.withInterceptors(io.grpc.ClientInterceptor...)

io.grpc.stub.AbstractStub.withMaxInboundMessageSize(int)

io.grpc.stub.AbstractStub.withMaxOutboundMessageSize(int)

io.grpc.stub.AbstractStub.withWaitForReady()

Object.clone()

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.toString()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Methods

batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request, StreamObserver<BatchImportModelEvaluationSlicesResponse> responseObserver)

public void batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request, StreamObserver<BatchImportModelEvaluationSlicesResponse> responseObserver)

Imports a list of externally generated ModelEvaluationSlice.

Parameters

Name	Description
request	BatchImportModelEvaluationSlicesRequest
responseObserver	io.grpc.stub.StreamObserver<BatchImportModelEvaluationSlicesResponse>

build(Channel channel, CallOptions callOptions)

protected ModelServiceGrpc.ModelServiceStub build(Channel channel, CallOptions callOptions)

Parameters

Name	Description
channel	io.grpc.Channel
callOptions	io.grpc.CallOptions

Returns

Type	Description
ModelServiceGrpc.ModelServiceStub

Overrides

io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)

copyModel(CopyModelRequest request, StreamObserver<Operation> responseObserver)

public void copyModel(CopyModelRequest request, StreamObserver<Operation> responseObserver)

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.

Parameters

Name	Description
request	CopyModelRequest
responseObserver	io.grpc.stub.StreamObserver<Operation>

deleteModel(DeleteModelRequest request, StreamObserver<Operation> responseObserver)

public void deleteModel(DeleteModelRequest request, StreamObserver<Operation> responseObserver)

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

Parameters

Name	Description
request	DeleteModelRequest
responseObserver	io.grpc.stub.StreamObserver<Operation>

deleteModelVersion(DeleteModelVersionRequest request, StreamObserver<Operation> responseObserver)

public void deleteModelVersion(DeleteModelVersionRequest request, StreamObserver<Operation> responseObserver)

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.

Parameters

Name	Description
request	DeleteModelVersionRequest
responseObserver	io.grpc.stub.StreamObserver<Operation>

exportModel(ExportModelRequest request, StreamObserver<Operation> responseObserver)

public void exportModel(ExportModelRequest request, StreamObserver<Operation> responseObserver)

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.

Parameters

Name	Description
request	ExportModelRequest
responseObserver	io.grpc.stub.StreamObserver<Operation>

getModel(GetModelRequest request, StreamObserver<Model> responseObserver)

public void getModel(GetModelRequest request, StreamObserver<Model> responseObserver)

Gets a Model.

Parameters

Name	Description
request	GetModelRequest
responseObserver	io.grpc.stub.StreamObserver<Model>

getModelEvaluation(GetModelEvaluationRequest request, StreamObserver<ModelEvaluation> responseObserver)

public void getModelEvaluation(GetModelEvaluationRequest request, StreamObserver<ModelEvaluation> responseObserver)

Gets a ModelEvaluation.

Parameters

Name	Description
request	GetModelEvaluationRequest
responseObserver	io.grpc.stub.StreamObserver<ModelEvaluation>

getModelEvaluationSlice(GetModelEvaluationSliceRequest request, StreamObserver<ModelEvaluationSlice> responseObserver)

public void getModelEvaluationSlice(GetModelEvaluationSliceRequest request, StreamObserver<ModelEvaluationSlice> responseObserver)

Gets a ModelEvaluationSlice.

Parameters

Name	Description
request	GetModelEvaluationSliceRequest
responseObserver	io.grpc.stub.StreamObserver<ModelEvaluationSlice>

importModelEvaluation(ImportModelEvaluationRequest request, StreamObserver<ModelEvaluation> responseObserver)

public void importModelEvaluation(ImportModelEvaluationRequest request, StreamObserver<ModelEvaluation> responseObserver)

Imports an externally generated ModelEvaluation.

Parameters

Name	Description
request	ImportModelEvaluationRequest
responseObserver	io.grpc.stub.StreamObserver<ModelEvaluation>

listModelEvaluationSlices(ListModelEvaluationSlicesRequest request, StreamObserver<ListModelEvaluationSlicesResponse> responseObserver)

public void listModelEvaluationSlices(ListModelEvaluationSlicesRequest request, StreamObserver<ListModelEvaluationSlicesResponse> responseObserver)

Lists ModelEvaluationSlices in a ModelEvaluation.

Parameters

Name	Description
request	ListModelEvaluationSlicesRequest
responseObserver	io.grpc.stub.StreamObserver<ListModelEvaluationSlicesResponse>

listModelEvaluations(ListModelEvaluationsRequest request, StreamObserver<ListModelEvaluationsResponse> responseObserver)

public void listModelEvaluations(ListModelEvaluationsRequest request, StreamObserver<ListModelEvaluationsResponse> responseObserver)

Lists ModelEvaluations in a Model.

Parameters

Name	Description
request	ListModelEvaluationsRequest
responseObserver	io.grpc.stub.StreamObserver<ListModelEvaluationsResponse>

listModelVersions(ListModelVersionsRequest request, StreamObserver<ListModelVersionsResponse> responseObserver)

public void listModelVersions(ListModelVersionsRequest request, StreamObserver<ListModelVersionsResponse> responseObserver)

Lists versions of the specified model.

Parameters

Name	Description
request	ListModelVersionsRequest
responseObserver	io.grpc.stub.StreamObserver<ListModelVersionsResponse>

listModels(ListModelsRequest request, StreamObserver<ListModelsResponse> responseObserver)

public void listModels(ListModelsRequest request, StreamObserver<ListModelsResponse> responseObserver)

Lists Models in a Location.

Parameters

Name	Description
request	ListModelsRequest
responseObserver	io.grpc.stub.StreamObserver<ListModelsResponse>

mergeVersionAliases(MergeVersionAliasesRequest request, StreamObserver<Model> responseObserver)

public void mergeVersionAliases(MergeVersionAliasesRequest request, StreamObserver<Model> responseObserver)

Merges a set of aliases for a Model version.

Parameters

Name	Description
request	MergeVersionAliasesRequest
responseObserver	io.grpc.stub.StreamObserver<Model>

updateExplanationDataset(UpdateExplanationDatasetRequest request, StreamObserver<Operation> responseObserver)

public void updateExplanationDataset(UpdateExplanationDatasetRequest request, StreamObserver<Operation> responseObserver)

Incrementally update the dataset used for an examples model.

Parameters

Name	Description
request	UpdateExplanationDatasetRequest
responseObserver	io.grpc.stub.StreamObserver<Operation>

updateModel(UpdateModelRequest request, StreamObserver<Model> responseObserver)

public void updateModel(UpdateModelRequest request, StreamObserver<Model> responseObserver)

Updates a Model.

Parameters

Name	Description
request	UpdateModelRequest
responseObserver	io.grpc.stub.StreamObserver<Model>

uploadModel(UploadModelRequest request, StreamObserver<Operation> responseObserver)

public void uploadModel(UploadModelRequest request, StreamObserver<Operation> responseObserver)

Uploads a Model artifact into Vertex AI.

Parameters

Name	Description
request	UploadModelRequest
responseObserver	io.grpc.stub.StreamObserver<Operation>