Class ModelServiceClientImpl (2.0.0) 

public sealed class ModelServiceClientImpl : ModelServiceClient

ModelService client wrapper implementation, for convenient use.

Inheritance

Object > ModelServiceClient > ModelServiceClientImpl

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Remarks

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

Constructors

ModelServiceClientImpl(ModelService.ModelServiceClient, ModelServiceSettings, ILogger)

public ModelServiceClientImpl(ModelService.ModelServiceClient grpcClient, ModelServiceSettings settings, ILogger logger)

Constructs a client wrapper for the ModelService service, with the specified gRPC client and settings.

Parameters
NameDescription
grpcClientModelService.ModelServiceClient

The underlying gRPC client.

settingsModelServiceSettings

The base ModelServiceSettings used within this client.

loggerILogger

Optional ILogger to use within this client.

Properties

DeleteModelOperationsClient

public override OperationsClient DeleteModelOperationsClient { get; }

The long-running operations client for DeleteModel.

Property Value
TypeDescription
OperationsClient
Overrides

ExportModelOperationsClient

public override OperationsClient ExportModelOperationsClient { get; }

The long-running operations client for ExportModel.

Property Value
TypeDescription
OperationsClient
Overrides

GrpcClient

public override ModelService.ModelServiceClient GrpcClient { get; }

The underlying gRPC ModelService client

Property Value
TypeDescription
ModelService.ModelServiceClient
Overrides

UploadModelOperationsClient

public override OperationsClient UploadModelOperationsClient { get; }

The long-running operations client for UploadModel.

Property Value
TypeDescription
OperationsClient
Overrides

Methods

DeleteModel(DeleteModelRequest, CallSettings)

public override Operation<Empty, DeleteOperationMetadata> DeleteModel(DeleteModelRequest request, CallSettings callSettings = null)

Deletes a Model.

A model cannot be deleted if any [Endpoint][google.cloud.aiplatform.v1.Endpoint] resource has a [DeployedModel][google.cloud.aiplatform.v1.DeployedModel] based on the model in its [deployed_models][google.cloud.aiplatform.v1.Endpoint.deployed_models] field.

Parameters
NameDescription
requestDeleteModelRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
Operation<Empty, DeleteOperationMetadata>

The RPC response.

Overrides

DeleteModelAsync(DeleteModelRequest, CallSettings)

public override async Task<Operation<Empty, DeleteOperationMetadata>> DeleteModelAsync(DeleteModelRequest request, CallSettings callSettings = null)

Deletes a Model.

A model cannot be deleted if any [Endpoint][google.cloud.aiplatform.v1.Endpoint] resource has a [DeployedModel][google.cloud.aiplatform.v1.DeployedModel] based on the model in its [deployed_models][google.cloud.aiplatform.v1.Endpoint.deployed_models] field.

Parameters
NameDescription
requestDeleteModelRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
Task<Operation<Empty, DeleteOperationMetadata>>

A Task containing the RPC response.

Overrides

ExportModel(ExportModelRequest, CallSettings)

public override Operation<ExportModelResponse, ExportModelOperationMetadata> ExportModel(ExportModelRequest request, CallSettings callSettings = null)

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][google.cloud.aiplatform.v1.Model.supported_export_formats].

Parameters
NameDescription
requestExportModelRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
Operation<ExportModelResponse, ExportModelOperationMetadata>

The RPC response.

Overrides

ExportModelAsync(ExportModelRequest, CallSettings)

public override async Task<Operation<ExportModelResponse, ExportModelOperationMetadata>> ExportModelAsync(ExportModelRequest request, CallSettings callSettings = null)

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][google.cloud.aiplatform.v1.Model.supported_export_formats].

Parameters
NameDescription
requestExportModelRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
Task<Operation<ExportModelResponse, ExportModelOperationMetadata>>

A Task containing the RPC response.

Overrides

GetModel(GetModelRequest, CallSettings)

public override Model GetModel(GetModelRequest request, CallSettings callSettings = null)

Gets a Model.

Parameters
NameDescription
requestGetModelRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
Model

The RPC response.

Overrides

GetModelAsync(GetModelRequest, CallSettings)

public override Task<Model> GetModelAsync(GetModelRequest request, CallSettings callSettings = null)

Gets a Model.

Parameters
NameDescription
requestGetModelRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
Task<Model>

A Task containing the RPC response.

Overrides

GetModelEvaluation(GetModelEvaluationRequest, CallSettings)

public override ModelEvaluation GetModelEvaluation(GetModelEvaluationRequest request, CallSettings callSettings = null)

Gets a ModelEvaluation.

Parameters
NameDescription
requestGetModelEvaluationRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
ModelEvaluation

The RPC response.

Overrides

GetModelEvaluationAsync(GetModelEvaluationRequest, CallSettings)

public override Task<ModelEvaluation> GetModelEvaluationAsync(GetModelEvaluationRequest request, CallSettings callSettings = null)

Gets a ModelEvaluation.

Parameters
NameDescription
requestGetModelEvaluationRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
Task<ModelEvaluation>

A Task containing the RPC response.

Overrides

GetModelEvaluationSlice(GetModelEvaluationSliceRequest, CallSettings)

public override ModelEvaluationSlice GetModelEvaluationSlice(GetModelEvaluationSliceRequest request, CallSettings callSettings = null)

Gets a ModelEvaluationSlice.

Parameters
NameDescription
requestGetModelEvaluationSliceRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
ModelEvaluationSlice

The RPC response.

Overrides

GetModelEvaluationSliceAsync(GetModelEvaluationSliceRequest, CallSettings)

public override Task<ModelEvaluationSlice> GetModelEvaluationSliceAsync(GetModelEvaluationSliceRequest request, CallSettings callSettings = null)

Gets a ModelEvaluationSlice.

Parameters
NameDescription
requestGetModelEvaluationSliceRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
Task<ModelEvaluationSlice>

A Task containing the RPC response.

Overrides

ImportModelEvaluation(ImportModelEvaluationRequest, CallSettings)

public override ModelEvaluation ImportModelEvaluation(ImportModelEvaluationRequest request, CallSettings callSettings = null)

Imports an externally generated ModelEvaluation.

Parameters
NameDescription
requestImportModelEvaluationRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
ModelEvaluation

The RPC response.

Overrides

ImportModelEvaluationAsync(ImportModelEvaluationRequest, CallSettings)

public override Task<ModelEvaluation> ImportModelEvaluationAsync(ImportModelEvaluationRequest request, CallSettings callSettings = null)

Imports an externally generated ModelEvaluation.

Parameters
NameDescription
requestImportModelEvaluationRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
Task<ModelEvaluation>

A Task containing the RPC response.

Overrides

ListModelEvaluations(ListModelEvaluationsRequest, CallSettings)

public override PagedEnumerable<ListModelEvaluationsResponse, ModelEvaluation> ListModelEvaluations(ListModelEvaluationsRequest request, CallSettings callSettings = null)

Lists ModelEvaluations in a Model.

Parameters
NameDescription
requestListModelEvaluationsRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
PagedEnumerable<ListModelEvaluationsResponse, ModelEvaluation>

A pageable sequence of ModelEvaluation resources.

Overrides

ListModelEvaluationsAsync(ListModelEvaluationsRequest, CallSettings)

public override PagedAsyncEnumerable<ListModelEvaluationsResponse, ModelEvaluation> ListModelEvaluationsAsync(ListModelEvaluationsRequest request, CallSettings callSettings = null)

Lists ModelEvaluations in a Model.

Parameters
NameDescription
requestListModelEvaluationsRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
PagedAsyncEnumerable<ListModelEvaluationsResponse, ModelEvaluation>

A pageable asynchronous sequence of ModelEvaluation resources.

Overrides

ListModelEvaluationSlices(ListModelEvaluationSlicesRequest, CallSettings)

public override PagedEnumerable<ListModelEvaluationSlicesResponse, ModelEvaluationSlice> ListModelEvaluationSlices(ListModelEvaluationSlicesRequest request, CallSettings callSettings = null)

Lists ModelEvaluationSlices in a ModelEvaluation.

Parameters
NameDescription
requestListModelEvaluationSlicesRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
PagedEnumerable<ListModelEvaluationSlicesResponse, ModelEvaluationSlice>

A pageable sequence of ModelEvaluationSlice resources.

Overrides

ListModelEvaluationSlicesAsync(ListModelEvaluationSlicesRequest, CallSettings)

public override PagedAsyncEnumerable<ListModelEvaluationSlicesResponse, ModelEvaluationSlice> ListModelEvaluationSlicesAsync(ListModelEvaluationSlicesRequest request, CallSettings callSettings = null)

Lists ModelEvaluationSlices in a ModelEvaluation.

Parameters
NameDescription
requestListModelEvaluationSlicesRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
PagedAsyncEnumerable<ListModelEvaluationSlicesResponse, ModelEvaluationSlice>

A pageable asynchronous sequence of ModelEvaluationSlice resources.

Overrides

ListModels(ListModelsRequest, CallSettings)

public override PagedEnumerable<ListModelsResponse, Model> ListModels(ListModelsRequest request, CallSettings callSettings = null)

Lists Models in a Location.

Parameters
NameDescription
requestListModelsRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
PagedEnumerable<ListModelsResponse, Model>

A pageable sequence of Model resources.

Overrides

ListModelsAsync(ListModelsRequest, CallSettings)

public override PagedAsyncEnumerable<ListModelsResponse, Model> ListModelsAsync(ListModelsRequest request, CallSettings callSettings = null)

Lists Models in a Location.

Parameters
NameDescription
requestListModelsRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
PagedAsyncEnumerable<ListModelsResponse, Model>

A pageable asynchronous sequence of Model resources.

Overrides

UpdateModel(UpdateModelRequest, CallSettings)

public override Model UpdateModel(UpdateModelRequest request, CallSettings callSettings = null)

Updates a Model.

Parameters
NameDescription
requestUpdateModelRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
Model

The RPC response.

Overrides

UpdateModelAsync(UpdateModelRequest, CallSettings)

public override Task<Model> UpdateModelAsync(UpdateModelRequest request, CallSettings callSettings = null)

Updates a Model.

Parameters
NameDescription
requestUpdateModelRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
Task<Model>

A Task containing the RPC response.

Overrides

UploadModel(UploadModelRequest, CallSettings)

public override Operation<UploadModelResponse, UploadModelOperationMetadata> UploadModel(UploadModelRequest request, CallSettings callSettings = null)

Uploads a Model artifact into Vertex AI.

Parameters
NameDescription
requestUploadModelRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
Operation<UploadModelResponse, UploadModelOperationMetadata>

The RPC response.

Overrides

UploadModelAsync(UploadModelRequest, CallSettings)

public override async Task<Operation<UploadModelResponse, UploadModelOperationMetadata>> UploadModelAsync(UploadModelRequest request, CallSettings callSettings = null)

Uploads a Model artifact into Vertex AI.

Parameters
NameDescription
requestUploadModelRequest

The request object containing all of the parameters for the API call.

callSettingsCallSettings

If not null, applies overrides to this RPC call.

Returns
TypeDescription
Task<Operation<UploadModelResponse, UploadModelOperationMetadata>>

A Task containing the RPC response.

Overrides