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public sealed class ModelServiceClientImpl : ModelServiceClientModelService client wrapper implementation, for convenient use.
Namespace
Google.Cloud.AIPlatform.V1Assembly
Google.Cloud.AIPlatform.V1.dll
Remarks
A service for managing Vertex AI's machine learning Models.
Constructors
ModelServiceClientImpl(ModelService.ModelServiceClient, ModelServiceSettings)
public ModelServiceClientImpl(ModelService.ModelServiceClient grpcClient, ModelServiceSettings settings)Constructs a client wrapper for the ModelService service, with the specified gRPC client and settings.
| Parameters | |
|---|---|
| Name | Description |
grpcClient | ModelService.ModelServiceClientThe underlying gRPC client. |
settings | ModelServiceSettingsThe base ModelServiceSettings used within this client. |
Properties
DeleteModelOperationsClient
public override OperationsClient DeleteModelOperationsClient { get; }The long-running operations client for DeleteModel.
| Property Value | |
|---|---|
| Type | Description |
OperationsClient | |
ExportModelOperationsClient
public override OperationsClient ExportModelOperationsClient { get; }The long-running operations client for ExportModel.
| Property Value | |
|---|---|
| Type | Description |
OperationsClient | |
GrpcClient
public override ModelService.ModelServiceClient GrpcClient { get; }The underlying gRPC ModelService client
| Property Value | |
|---|---|
| Type | Description |
ModelService.ModelServiceClient | |
UploadModelOperationsClient
public override OperationsClient UploadModelOperationsClient { get; }The long-running operations client for UploadModel.
| Property Value | |
|---|---|
| Type | Description |
OperationsClient | |
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 | |
|---|---|
| Name | Description |
request | DeleteModelRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
Operation<Empty, DeleteOperationMetadata> | The RPC response. |
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 | |
|---|---|
| Name | Description |
request | DeleteModelRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
Task<Operation<Empty, DeleteOperationMetadata>> | A Task containing the RPC response. |
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 | |
|---|---|
| Name | Description |
request | ExportModelRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
Operation<ExportModelResponse, ExportModelOperationMetadata> | The RPC response. |
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 | |
|---|---|
| Name | Description |
request | ExportModelRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
Task<Operation<ExportModelResponse, ExportModelOperationMetadata>> | A Task containing the RPC response. |
GetModel(GetModelRequest, CallSettings)
public override Model GetModel(GetModelRequest request, CallSettings callSettings = null)Gets a Model.
| Parameters | |
|---|---|
| Name | Description |
request | GetModelRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
Model | The RPC response. |
GetModelAsync(GetModelRequest, CallSettings)
public override Task<Model> GetModelAsync(GetModelRequest request, CallSettings callSettings = null)Gets a Model.
| Parameters | |
|---|---|
| Name | Description |
request | GetModelRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
Task<Model> | A Task containing the RPC response. |
GetModelEvaluation(GetModelEvaluationRequest, CallSettings)
public override ModelEvaluation GetModelEvaluation(GetModelEvaluationRequest request, CallSettings callSettings = null)Gets a ModelEvaluation.
| Parameters | |
|---|---|
| Name | Description |
request | GetModelEvaluationRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluation | The RPC response. |
GetModelEvaluationAsync(GetModelEvaluationRequest, CallSettings)
public override Task<ModelEvaluation> GetModelEvaluationAsync(GetModelEvaluationRequest request, CallSettings callSettings = null)Gets a ModelEvaluation.
| Parameters | |
|---|---|
| Name | Description |
request | GetModelEvaluationRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
Task<ModelEvaluation> | A Task containing the RPC response. |
GetModelEvaluationSlice(GetModelEvaluationSliceRequest, CallSettings)
public override ModelEvaluationSlice GetModelEvaluationSlice(GetModelEvaluationSliceRequest request, CallSettings callSettings = null)Gets a ModelEvaluationSlice.
| Parameters | |
|---|---|
| Name | Description |
request | GetModelEvaluationSliceRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice | The RPC response. |
GetModelEvaluationSliceAsync(GetModelEvaluationSliceRequest, CallSettings)
public override Task<ModelEvaluationSlice> GetModelEvaluationSliceAsync(GetModelEvaluationSliceRequest request, CallSettings callSettings = null)Gets a ModelEvaluationSlice.
| Parameters | |
|---|---|
| Name | Description |
request | GetModelEvaluationSliceRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
Task<ModelEvaluationSlice> | A Task containing the RPC response. |
ImportModelEvaluation(ImportModelEvaluationRequest, CallSettings)
public override ModelEvaluation ImportModelEvaluation(ImportModelEvaluationRequest request, CallSettings callSettings = null)Imports an externally generated ModelEvaluation.
| Parameters | |
|---|---|
| Name | Description |
request | ImportModelEvaluationRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluation | The RPC response. |
ImportModelEvaluationAsync(ImportModelEvaluationRequest, CallSettings)
public override Task<ModelEvaluation> ImportModelEvaluationAsync(ImportModelEvaluationRequest request, CallSettings callSettings = null)Imports an externally generated ModelEvaluation.
| Parameters | |
|---|---|
| Name | Description |
request | ImportModelEvaluationRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
Task<ModelEvaluation> | A Task containing the RPC response. |
ListModelEvaluations(ListModelEvaluationsRequest, CallSettings)
public override PagedEnumerable<ListModelEvaluationsResponse, ModelEvaluation> ListModelEvaluations(ListModelEvaluationsRequest request, CallSettings callSettings = null)Lists ModelEvaluations in a Model.
| Parameters | |
|---|---|
| Name | Description |
request | ListModelEvaluationsRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
PagedEnumerable<ListModelEvaluationsResponse, ModelEvaluation> | A pageable sequence of ModelEvaluation resources. |
ListModelEvaluationsAsync(ListModelEvaluationsRequest, CallSettings)
public override PagedAsyncEnumerable<ListModelEvaluationsResponse, ModelEvaluation> ListModelEvaluationsAsync(ListModelEvaluationsRequest request, CallSettings callSettings = null)Lists ModelEvaluations in a Model.
| Parameters | |
|---|---|
| Name | Description |
request | ListModelEvaluationsRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
PagedAsyncEnumerable<ListModelEvaluationsResponse, ModelEvaluation> | A pageable asynchronous sequence of ModelEvaluation resources. |
ListModelEvaluationSlices(ListModelEvaluationSlicesRequest, CallSettings)
public override PagedEnumerable<ListModelEvaluationSlicesResponse, ModelEvaluationSlice> ListModelEvaluationSlices(ListModelEvaluationSlicesRequest request, CallSettings callSettings = null)Lists ModelEvaluationSlices in a ModelEvaluation.
| Parameters | |
|---|---|
| Name | Description |
request | ListModelEvaluationSlicesRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
PagedEnumerable<ListModelEvaluationSlicesResponse, ModelEvaluationSlice> | A pageable sequence of ModelEvaluationSlice resources. |
ListModelEvaluationSlicesAsync(ListModelEvaluationSlicesRequest, CallSettings)
public override PagedAsyncEnumerable<ListModelEvaluationSlicesResponse, ModelEvaluationSlice> ListModelEvaluationSlicesAsync(ListModelEvaluationSlicesRequest request, CallSettings callSettings = null)Lists ModelEvaluationSlices in a ModelEvaluation.
| Parameters | |
|---|---|
| Name | Description |
request | ListModelEvaluationSlicesRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
PagedAsyncEnumerable<ListModelEvaluationSlicesResponse, ModelEvaluationSlice> | A pageable asynchronous sequence of ModelEvaluationSlice resources. |
ListModels(ListModelsRequest, CallSettings)
public override PagedEnumerable<ListModelsResponse, Model> ListModels(ListModelsRequest request, CallSettings callSettings = null)Lists Models in a Location.
| Parameters | |
|---|---|
| Name | Description |
request | ListModelsRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
PagedEnumerable<ListModelsResponse, Model> | A pageable sequence of Model resources. |
ListModelsAsync(ListModelsRequest, CallSettings)
public override PagedAsyncEnumerable<ListModelsResponse, Model> ListModelsAsync(ListModelsRequest request, CallSettings callSettings = null)Lists Models in a Location.
| Parameters | |
|---|---|
| Name | Description |
request | ListModelsRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
PagedAsyncEnumerable<ListModelsResponse, Model> | A pageable asynchronous sequence of Model resources. |
UpdateModel(UpdateModelRequest, CallSettings)
public override Model UpdateModel(UpdateModelRequest request, CallSettings callSettings = null)Updates a Model.
| Parameters | |
|---|---|
| Name | Description |
request | UpdateModelRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
Model | The RPC response. |
UpdateModelAsync(UpdateModelRequest, CallSettings)
public override Task<Model> UpdateModelAsync(UpdateModelRequest request, CallSettings callSettings = null)Updates a Model.
| Parameters | |
|---|---|
| Name | Description |
request | UpdateModelRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
Task<Model> | A Task containing the RPC response. |
UploadModel(UploadModelRequest, CallSettings)
public override Operation<UploadModelResponse, UploadModelOperationMetadata> UploadModel(UploadModelRequest request, CallSettings callSettings = null)Uploads a Model artifact into Vertex AI.
| Parameters | |
|---|---|
| Name | Description |
request | UploadModelRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
Operation<UploadModelResponse, UploadModelOperationMetadata> | The RPC response. |
UploadModelAsync(UploadModelRequest, CallSettings)
public override async Task<Operation<UploadModelResponse, UploadModelOperationMetadata>> UploadModelAsync(UploadModelRequest request, CallSettings callSettings = null)Uploads a Model artifact into Vertex AI.
| Parameters | |
|---|---|
| Name | Description |
request | UploadModelRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
Task<Operation<UploadModelResponse, UploadModelOperationMetadata>> | A Task containing the RPC response. |