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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.ModelServiceFutureStubMethods
build(Channel channel, CallOptions callOptions)
protected ModelServiceGrpc.ModelServiceFutureStub build(Channel channel, CallOptions callOptions)
Name | Description |
channel | io.grpc.Channel |
callOptions | io.grpc.CallOptions |
Type | Description |
ModelServiceGrpc.ModelServiceFutureStub |
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.
Name | Description |
request | DeleteModelRequest |
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.
Name | Description |
request | ExportModelRequest |
Type | Description |
com.google.common.util.concurrent.ListenableFuture<Operation> |
getModel(GetModelRequest request)
public ListenableFuture<Model> getModel(GetModelRequest request)
Gets a Model.
Name | Description |
request | GetModelRequest |
Type | Description |
com.google.common.util.concurrent.ListenableFuture<Model> |
getModelEvaluation(GetModelEvaluationRequest request)
public ListenableFuture<ModelEvaluation> getModelEvaluation(GetModelEvaluationRequest request)
Gets a ModelEvaluation.
Name | Description |
request | GetModelEvaluationRequest |
Type | Description |
com.google.common.util.concurrent.ListenableFuture<ModelEvaluation> |
getModelEvaluationSlice(GetModelEvaluationSliceRequest request)
public ListenableFuture<ModelEvaluationSlice> getModelEvaluationSlice(GetModelEvaluationSliceRequest request)
Gets a ModelEvaluationSlice.
Name | Description |
request | GetModelEvaluationSliceRequest |
Type | Description |
com.google.common.util.concurrent.ListenableFuture<ModelEvaluationSlice> |
importModelEvaluation(ImportModelEvaluationRequest request)
public ListenableFuture<ModelEvaluation> importModelEvaluation(ImportModelEvaluationRequest request)
Imports an externally generated ModelEvaluation.
Name | Description |
request | ImportModelEvaluationRequest |
Type | Description |
com.google.common.util.concurrent.ListenableFuture<ModelEvaluation> |
listModelEvaluationSlices(ListModelEvaluationSlicesRequest request)
public ListenableFuture<ListModelEvaluationSlicesResponse> listModelEvaluationSlices(ListModelEvaluationSlicesRequest request)
Lists ModelEvaluationSlices in a ModelEvaluation.
Name | Description |
request | ListModelEvaluationSlicesRequest |
Type | Description |
com.google.common.util.concurrent.ListenableFuture<ListModelEvaluationSlicesResponse> |
listModelEvaluations(ListModelEvaluationsRequest request)
public ListenableFuture<ListModelEvaluationsResponse> listModelEvaluations(ListModelEvaluationsRequest request)
Lists ModelEvaluations in a Model.
Name | Description |
request | ListModelEvaluationsRequest |
Type | Description |
com.google.common.util.concurrent.ListenableFuture<ListModelEvaluationsResponse> |
listModels(ListModelsRequest request)
public ListenableFuture<ListModelsResponse> listModels(ListModelsRequest request)
Lists Models in a Location.
Name | Description |
request | ListModelsRequest |
Type | Description |
com.google.common.util.concurrent.ListenableFuture<ListModelsResponse> |
updateModel(UpdateModelRequest request)
public ListenableFuture<Model> updateModel(UpdateModelRequest request)
Updates a Model.
Name | Description |
request | UpdateModelRequest |
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.
Name | Description |
request | UploadModelRequest |
Type | Description |
com.google.common.util.concurrent.ListenableFuture<Operation> |