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[BindServiceMethod(typeof(ModelService), "BindService")]
public abstract class ModelService.ModelServiceBaseReference documentation and code samples for the Cloud AI Platform v1 API class ModelService.ModelServiceBase.
Base class for server-side implementations of ModelService
Namespace
Google.Cloud.AIPlatform.V1Assembly
Google.Cloud.AIPlatform.V1.dll
Methods
BatchImportEvaluatedAnnotations(BatchImportEvaluatedAnnotationsRequest, ServerCallContext)
public virtual Task<BatchImportEvaluatedAnnotationsResponse> BatchImportEvaluatedAnnotations(BatchImportEvaluatedAnnotationsRequest request, ServerCallContext context)Imports a list of externally generated EvaluatedAnnotations.
| Parameters | |
|---|---|
| Name | Description |
request |
BatchImportEvaluatedAnnotationsRequestThe request received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskBatchImportEvaluatedAnnotationsResponse |
The response to send back to the client (wrapped by a task). |
BatchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest, ServerCallContext)
public virtual Task<BatchImportModelEvaluationSlicesResponse> BatchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request, ServerCallContext context)Imports a list of externally generated ModelEvaluationSlice.
| Parameters | |
|---|---|
| Name | Description |
request |
BatchImportModelEvaluationSlicesRequestThe request received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskBatchImportModelEvaluationSlicesResponse |
The response to send back to the client (wrapped by a task). |
CopyModel(CopyModelRequest, ServerCallContext)
public virtual Task<Operation> CopyModel(CopyModelRequest request, ServerCallContext context)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][google.cloud.aiplatform.v1.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 |
CopyModelRequestThe request received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation |
The response to send back to the client (wrapped by a task). |
DeleteModel(DeleteModelRequest, ServerCallContext)
public virtual Task<Operation> DeleteModel(DeleteModelRequest request, ServerCallContext context)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 received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation |
The response to send back to the client (wrapped by a task). |
DeleteModelVersion(DeleteModelVersionRequest, ServerCallContext)
public virtual Task<Operation> DeleteModelVersion(DeleteModelVersionRequest request, ServerCallContext context)Deletes a Model version.
Model version can only be deleted if there are no [DeployedModels][google.cloud.aiplatform.v1.DeployedModel] created from it. Deleting the only version in the Model is not allowed. Use [DeleteModel][google.cloud.aiplatform.v1.ModelService.DeleteModel] for deleting the Model instead.
| Parameters | |
|---|---|
| Name | Description |
request |
DeleteModelVersionRequestThe request received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation |
The response to send back to the client (wrapped by a task). |
ExportModel(ExportModelRequest, ServerCallContext)
public virtual Task<Operation> ExportModel(ExportModelRequest request, ServerCallContext context)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 received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation |
The response to send back to the client (wrapped by a task). |
GetModel(GetModelRequest, ServerCallContext)
public virtual Task<Model> GetModel(GetModelRequest request, ServerCallContext context)Gets a Model.
| Parameters | |
|---|---|
| Name | Description |
request |
GetModelRequestThe request received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskModel |
The response to send back to the client (wrapped by a task). |
GetModelEvaluation(GetModelEvaluationRequest, ServerCallContext)
public virtual Task<ModelEvaluation> GetModelEvaluation(GetModelEvaluationRequest request, ServerCallContext context)Gets a ModelEvaluation.
| Parameters | |
|---|---|
| Name | Description |
request |
GetModelEvaluationRequestThe request received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskModelEvaluation |
The response to send back to the client (wrapped by a task). |
GetModelEvaluationSlice(GetModelEvaluationSliceRequest, ServerCallContext)
public virtual Task<ModelEvaluationSlice> GetModelEvaluationSlice(GetModelEvaluationSliceRequest request, ServerCallContext context)Gets a ModelEvaluationSlice.
| Parameters | |
|---|---|
| Name | Description |
request |
GetModelEvaluationSliceRequestThe request received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskModelEvaluationSlice |
The response to send back to the client (wrapped by a task). |
ImportModelEvaluation(ImportModelEvaluationRequest, ServerCallContext)
public virtual Task<ModelEvaluation> ImportModelEvaluation(ImportModelEvaluationRequest request, ServerCallContext context)Imports an externally generated ModelEvaluation.
| Parameters | |
|---|---|
| Name | Description |
request |
ImportModelEvaluationRequestThe request received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskModelEvaluation |
The response to send back to the client (wrapped by a task). |
ListModelEvaluationSlices(ListModelEvaluationSlicesRequest, ServerCallContext)
public virtual Task<ListModelEvaluationSlicesResponse> ListModelEvaluationSlices(ListModelEvaluationSlicesRequest request, ServerCallContext context)Lists ModelEvaluationSlices in a ModelEvaluation.
| Parameters | |
|---|---|
| Name | Description |
request |
ListModelEvaluationSlicesRequestThe request received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskListModelEvaluationSlicesResponse |
The response to send back to the client (wrapped by a task). |
ListModelEvaluations(ListModelEvaluationsRequest, ServerCallContext)
public virtual Task<ListModelEvaluationsResponse> ListModelEvaluations(ListModelEvaluationsRequest request, ServerCallContext context)Lists ModelEvaluations in a Model.
| Parameters | |
|---|---|
| Name | Description |
request |
ListModelEvaluationsRequestThe request received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskListModelEvaluationsResponse |
The response to send back to the client (wrapped by a task). |
ListModelVersions(ListModelVersionsRequest, ServerCallContext)
public virtual Task<ListModelVersionsResponse> ListModelVersions(ListModelVersionsRequest request, ServerCallContext context)Lists versions of the specified model.
| Parameters | |
|---|---|
| Name | Description |
request |
ListModelVersionsRequestThe request received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskListModelVersionsResponse |
The response to send back to the client (wrapped by a task). |
ListModels(ListModelsRequest, ServerCallContext)
public virtual Task<ListModelsResponse> ListModels(ListModelsRequest request, ServerCallContext context)Lists Models in a Location.
| Parameters | |
|---|---|
| Name | Description |
request |
ListModelsRequestThe request received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskListModelsResponse |
The response to send back to the client (wrapped by a task). |
MergeVersionAliases(MergeVersionAliasesRequest, ServerCallContext)
public virtual Task<Model> MergeVersionAliases(MergeVersionAliasesRequest request, ServerCallContext context)Merges a set of aliases for a Model version.
| Parameters | |
|---|---|
| Name | Description |
request |
MergeVersionAliasesRequestThe request received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskModel |
The response to send back to the client (wrapped by a task). |
UpdateExplanationDataset(UpdateExplanationDatasetRequest, ServerCallContext)
public virtual Task<Operation> UpdateExplanationDataset(UpdateExplanationDatasetRequest request, ServerCallContext context)Incrementally update the dataset used for an examples model.
| Parameters | |
|---|---|
| Name | Description |
request |
UpdateExplanationDatasetRequestThe request received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation |
The response to send back to the client (wrapped by a task). |
UpdateModel(UpdateModelRequest, ServerCallContext)
public virtual Task<Model> UpdateModel(UpdateModelRequest request, ServerCallContext context)Updates a Model.
| Parameters | |
|---|---|
| Name | Description |
request |
UpdateModelRequestThe request received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskModel |
The response to send back to the client (wrapped by a task). |
UploadModel(UploadModelRequest, ServerCallContext)
public virtual Task<Operation> UploadModel(UploadModelRequest request, ServerCallContext context)Uploads a Model artifact into Vertex AI.
| Parameters | |
|---|---|
| Name | Description |
request |
UploadModelRequestThe request received from the client. |
context |
ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation |
The response to send back to the client (wrapped by a task). |