Interface ModelServiceGrpc.AsyncService (3.21.0)

Version 3.21.0

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public static interface ModelServiceGrpc.AsyncService

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

Methods

batchImportEvaluatedAnnotations(BatchImportEvaluatedAnnotationsRequest request, StreamObserver<BatchImportEvaluatedAnnotationsResponse> responseObserver)

public default void batchImportEvaluatedAnnotations(BatchImportEvaluatedAnnotationsRequest request, StreamObserver<BatchImportEvaluatedAnnotationsResponse> responseObserver)

Imports a list of externally generated EvaluatedAnnotations.

Parameters
Name	Description
request	BatchImportEvaluatedAnnotationsRequest
responseObserver	io.grpc.stub.StreamObserver<BatchImportEvaluatedAnnotationsResponse>

batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request, StreamObserver<BatchImportModelEvaluationSlicesResponse> responseObserver)

public default 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>

copyModel(CopyModelRequest request, StreamObserver<Operation> responseObserver)

public default 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 default 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 default 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 default 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 default 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 default 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 default 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 default 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 default 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 default 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 default 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 default 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 default 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 default 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 default 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 default 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>