Class ModelServiceGrpc.ModelServiceFutureStub (3.14.0)

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

batchImportEvaluatedAnnotations(BatchImportEvaluatedAnnotationsRequest request)

public ListenableFuture<BatchImportEvaluatedAnnotationsResponse> batchImportEvaluatedAnnotations(BatchImportEvaluatedAnnotationsRequest request)

Imports a list of externally generated EvaluatedAnnotations.

Parameter
Name	Description
`request`	`BatchImportEvaluatedAnnotationsRequest`

Returns
Type	Description
`com.google.common.util.concurrent.ListenableFuture<BatchImportEvaluatedAnnotationsResponse>`

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)

copyModel(CopyModelRequest request)

public ListenableFuture<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
`com.google.common.util.concurrent.ListenableFuture<Operation>`

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>`

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>`