Class ModelServiceGrpc.ModelServiceFutureStub (3.4.1)

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

Inherited Members

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

io.grpc.stub.AbstractFutureStub.<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 ListenableFuture<BatchImportModelEvaluationSlicesResponse> batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request)

Imports a list of externally generated ModelEvaluationSlice.

Parameter

Name	Description
request	`BatchImportModelEvaluationSlicesRequest`

Returns

Type	Description
com.google.common.util.concurrent.ListenableFuture<BatchImportModelEvaluationSlicesResponse>

build(Channel channel, CallOptions callOptions)

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

Parameters

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

Returns

Type	Description
ModelServiceGrpc.ModelServiceFutureStub

Overrides

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

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

Name	Description
request	`DeleteModelRequest`

Returns

Type	Description
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

Name	Description
request	`DeleteModelVersionRequest`

Returns

Type	Description
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

Name	Description
request	`ExportModelRequest`

Returns

Type	Description
com.google.common.util.concurrent.ListenableFuture<Operation>

getModel(GetModelRequest request)

public ListenableFuture<Model> getModel(GetModelRequest request)

Gets a Model.

Parameter

Name	Description
request	`GetModelRequest`

Returns

Type	Description
com.google.common.util.concurrent.ListenableFuture<Model>

getModelEvaluation(GetModelEvaluationRequest request)

public ListenableFuture<ModelEvaluation> getModelEvaluation(GetModelEvaluationRequest request)

Gets a ModelEvaluation.

Parameter

Name	Description
request	`GetModelEvaluationRequest`

Returns

Type	Description
com.google.common.util.concurrent.ListenableFuture<ModelEvaluation>

getModelEvaluationSlice(GetModelEvaluationSliceRequest request)

public ListenableFuture<ModelEvaluationSlice> getModelEvaluationSlice(GetModelEvaluationSliceRequest request)

Gets a ModelEvaluationSlice.

Parameter

Name	Description
request	`GetModelEvaluationSliceRequest`

Returns

Type	Description
com.google.common.util.concurrent.ListenableFuture<ModelEvaluationSlice>

importModelEvaluation(ImportModelEvaluationRequest request)

public ListenableFuture<ModelEvaluation> importModelEvaluation(ImportModelEvaluationRequest request)

Imports an externally generated ModelEvaluation.

Parameter

Name	Description
request	`ImportModelEvaluationRequest`

Returns

Type	Description
com.google.common.util.concurrent.ListenableFuture<ModelEvaluation>

listModelEvaluationSlices(ListModelEvaluationSlicesRequest request)

public ListenableFuture<ListModelEvaluationSlicesResponse> listModelEvaluationSlices(ListModelEvaluationSlicesRequest request)

Lists ModelEvaluationSlices in a ModelEvaluation.

Parameter

Name	Description
request	`ListModelEvaluationSlicesRequest`

Returns

Type	Description
com.google.common.util.concurrent.ListenableFuture<ListModelEvaluationSlicesResponse>

listModelEvaluations(ListModelEvaluationsRequest request)

public ListenableFuture<ListModelEvaluationsResponse> listModelEvaluations(ListModelEvaluationsRequest request)

Lists ModelEvaluations in a Model.

Parameter

Name	Description
request	`ListModelEvaluationsRequest`

Returns

Type	Description
com.google.common.util.concurrent.ListenableFuture<ListModelEvaluationsResponse>

listModelVersions(ListModelVersionsRequest request)

public ListenableFuture<ListModelVersionsResponse> listModelVersions(ListModelVersionsRequest request)

Lists versions of the specified model.

Parameter

Name	Description
request	`ListModelVersionsRequest`

Returns

Type	Description
com.google.common.util.concurrent.ListenableFuture<ListModelVersionsResponse>

listModels(ListModelsRequest request)

public ListenableFuture<ListModelsResponse> listModels(ListModelsRequest request)

Lists Models in a Location.

Parameter

Name	Description
request	`ListModelsRequest`

Returns

Type	Description
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

Name	Description
request	`MergeVersionAliasesRequest`

Returns

Type	Description
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

Name	Description
request	`UpdateExplanationDatasetRequest`

Returns

Type	Description
com.google.common.util.concurrent.ListenableFuture<Operation>

updateModel(UpdateModelRequest request)

public ListenableFuture<Model> updateModel(UpdateModelRequest request)

Updates a Model.

Parameter

Name	Description
request	`UpdateModelRequest`

Returns

Type	Description
com.google.common.util.concurrent.ListenableFuture<Model>

uploadModel(UploadModelRequest request)

public ListenableFuture<Operation> uploadModel(UploadModelRequest request)

Uploads a Model artifact into Vertex AI.

Parameter

Name	Description
request	`UploadModelRequest`

Returns

Type	Description
com.google.common.util.concurrent.ListenableFuture<Operation>