Class ModelService.ModelServiceBase (2.1.0)

[BindServiceMethod(typeof(ModelService), "BindService")]
public abstract class ModelServiceBase

Base class for server-side implementations of ModelService

Inheritance

Object > ModelService.ModelServiceBase

Inherited Members

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Object.ToString()

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Methods

BatchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest, ServerCallContext)

public virtual Task<BatchImportModelEvaluationSlicesResponse> BatchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request, ServerCallContext context)

Imports a list of externally generated ModelEvaluationSlice.

Parameters
Name	Description
`request`	`BatchImportModelEvaluationSlicesRequest` The request received from the client.
`context`	`ServerCallContext` The context of the server-side call handler being invoked.

Returns
Type	Description
`Task<BatchImportModelEvaluationSlicesResponse>`	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`	`DeleteModelRequest` The request received from the client.
`context`	`ServerCallContext` The context of the server-side call handler being invoked.

Returns
Type	Description
`Task<Operation>`	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][] 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`	`DeleteModelVersionRequest` The request received from the client.
`context`	`ServerCallContext` The context of the server-side call handler being invoked.

Returns
Type	Description
`Task<Operation>`	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`	`ExportModelRequest` The request received from the client.
`context`	`ServerCallContext` The context of the server-side call handler being invoked.

Returns
Type	Description
`Task<Operation>`	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`	`GetModelRequest` The request received from the client.
`context`	`ServerCallContext` The context of the server-side call handler being invoked.

Returns
Type	Description
`Task<Model>`	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`	`GetModelEvaluationRequest` The request received from the client.
`context`	`ServerCallContext` The context of the server-side call handler being invoked.

Returns
Type	Description
`Task<ModelEvaluation>`	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`	`GetModelEvaluationSliceRequest` The request received from the client.
`context`	`ServerCallContext` The context of the server-side call handler being invoked.

Returns
Type	Description
`Task<ModelEvaluationSlice>`	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`	`ImportModelEvaluationRequest` The request received from the client.
`context`	`ServerCallContext` The context of the server-side call handler being invoked.

Returns
Type	Description
`Task<ModelEvaluation>`	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`	`ListModelEvaluationsRequest` The request received from the client.
`context`	`ServerCallContext` The context of the server-side call handler being invoked.

Returns
Type	Description
`Task<ListModelEvaluationsResponse>`	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`	`ListModelEvaluationSlicesRequest` The request received from the client.
`context`	`ServerCallContext` The context of the server-side call handler being invoked.

Returns
Type	Description
`Task<ListModelEvaluationSlicesResponse>`	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`	`ListModelsRequest` The request received from the client.
`context`	`ServerCallContext` The context of the server-side call handler being invoked.

Returns
Type	Description
`Task<ListModelsResponse>`	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`	`ListModelVersionsRequest` The request received from the client.
`context`	`ServerCallContext` The context of the server-side call handler being invoked.

Returns
Type	Description
`Task<ListModelVersionsResponse>`	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`	`MergeVersionAliasesRequest` The request received from the client.
`context`	`ServerCallContext` The context of the server-side call handler being invoked.

Returns
Type	Description
`Task<Model>`	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`	`UpdateModelRequest` The request received from the client.
`context`	`ServerCallContext` The context of the server-side call handler being invoked.

Returns
Type	Description
`Task<Model>`	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`	`UploadModelRequest` The request received from the client.
`context`	`ServerCallContext` The context of the server-side call handler being invoked.

Returns
Type	Description
`Task<Operation>`	The response to send back to the client (wrapped by a task).