Class ModelServiceGrpc.ModelServiceBlockingStub (3.12.0)

Version 3.12.0

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public static final class ModelServiceGrpc.ModelServiceBlockingStub extends AbstractBlockingStub<ModelServiceGrpc.ModelServiceBlockingStub>

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

Inheritance

java.lang.Object > io.grpc.stub.AbstractStub > io.grpc.stub.AbstractBlockingStub > ModelServiceGrpc.ModelServiceBlockingStub

Inherited Members

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

io.grpc.stub.AbstractBlockingStub.<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)

public BatchImportModelEvaluationSlicesResponse batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request)

Imports a list of externally generated ModelEvaluationSlice.

Parameter

Name	Description
request	BatchImportModelEvaluationSlicesRequest

Returns

Type	Description
BatchImportModelEvaluationSlicesResponse

build(Channel channel, CallOptions callOptions)

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

Parameters

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

Returns

Type	Description
ModelServiceGrpc.ModelServiceBlockingStub

Overrides

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

copyModel(CopyModelRequest request)

public 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

Name	Description
request	CopyModelRequest

Returns

Type	Description
Operation

deleteModel(DeleteModelRequest request)

public 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
Operation

deleteModelVersion(DeleteModelVersionRequest request)

public 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
Operation

exportModel(ExportModelRequest request)

public 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
Operation

getModel(GetModelRequest request)

public Model getModel(GetModelRequest request)

Gets a Model.

Parameter

Name	Description
request	GetModelRequest

Returns

Type	Description
Model

getModelEvaluation(GetModelEvaluationRequest request)

public ModelEvaluation getModelEvaluation(GetModelEvaluationRequest request)

Gets a ModelEvaluation.

Parameter

Name	Description
request	GetModelEvaluationRequest

Returns

Type	Description
ModelEvaluation

getModelEvaluationSlice(GetModelEvaluationSliceRequest request)

public ModelEvaluationSlice getModelEvaluationSlice(GetModelEvaluationSliceRequest request)

Gets a ModelEvaluationSlice.

Parameter

Name	Description
request	GetModelEvaluationSliceRequest

Returns

Type	Description
ModelEvaluationSlice

importModelEvaluation(ImportModelEvaluationRequest request)

public ModelEvaluation importModelEvaluation(ImportModelEvaluationRequest request)

Imports an externally generated ModelEvaluation.

Parameter

Name	Description
request	ImportModelEvaluationRequest

Returns

Type	Description
ModelEvaluation

listModelEvaluationSlices(ListModelEvaluationSlicesRequest request)

public ListModelEvaluationSlicesResponse listModelEvaluationSlices(ListModelEvaluationSlicesRequest request)

Lists ModelEvaluationSlices in a ModelEvaluation.

Parameter

Name	Description
request	ListModelEvaluationSlicesRequest

Returns

Type	Description
ListModelEvaluationSlicesResponse

listModelEvaluations(ListModelEvaluationsRequest request)

public ListModelEvaluationsResponse listModelEvaluations(ListModelEvaluationsRequest request)

Lists ModelEvaluations in a Model.

Parameter

Name	Description
request	ListModelEvaluationsRequest

Returns

Type	Description
ListModelEvaluationsResponse

listModelVersions(ListModelVersionsRequest request)

public ListModelVersionsResponse listModelVersions(ListModelVersionsRequest request)

Lists versions of the specified model.

Parameter

Name	Description
request	ListModelVersionsRequest

Returns

Type	Description
ListModelVersionsResponse

listModels(ListModelsRequest request)

public ListModelsResponse listModels(ListModelsRequest request)

Lists Models in a Location.

Parameter

Name	Description
request	ListModelsRequest

Returns

Type	Description
ListModelsResponse

mergeVersionAliases(MergeVersionAliasesRequest request)

public Model mergeVersionAliases(MergeVersionAliasesRequest request)

Merges a set of aliases for a Model version.

Parameter

Name	Description
request	MergeVersionAliasesRequest

Returns

Type	Description
Model

updateExplanationDataset(UpdateExplanationDatasetRequest request)

public Operation updateExplanationDataset(UpdateExplanationDatasetRequest request)

Incrementally update the dataset used for an examples model.

Parameter

Name	Description
request	UpdateExplanationDatasetRequest

Returns

Type	Description
Operation

updateModel(UpdateModelRequest request)

public Model updateModel(UpdateModelRequest request)

Updates a Model.

Parameter

Name	Description
request	UpdateModelRequest

Returns

Type	Description
Model

uploadModel(UploadModelRequest request)

public Operation uploadModel(UploadModelRequest request)

Uploads a Model artifact into Vertex AI.

Parameter

Name	Description
request	UploadModelRequest

Returns

Type	Description
Operation