Google AutoML v1 API - Class AutoMl.AutoMlBase (3.3.0)

Version 3.3.0

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• 3.3.0
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• 2.2.0

[BindServiceMethod(typeof(AutoMl), "BindService")]
public abstract class AutoMl.AutoMlBase

Reference documentation and code samples for the Google AutoML v1 API class AutoMl.AutoMlBase.

Base class for server-side implementations of AutoMl

Inheritance

object > AutoMl.AutoMlBase

Inherited Members

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ToString()

Namespace

Google.Cloud.AutoML.V1

Assembly

Google.Cloud.AutoML.V1.dll

Methods

CreateDataset(CreateDatasetRequest, ServerCallContext)

public virtual Task<Operation> CreateDataset(CreateDatasetRequest request, ServerCallContext context)

Creates a dataset.

Parameters
Name	Description
request	CreateDatasetRequest The request received from the client.
context	ServerCallContext The 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).

CreateModel(CreateModelRequest, ServerCallContext)

public virtual Task<Operation> CreateModel(CreateModelRequest request, ServerCallContext context)

Creates a model. Returns a Model in the [response][google.longrunning.Operation.response] field when it completes. When you create a model, several model evaluations are created for it: a global evaluation, and one evaluation for each annotation spec.

Parameters
Name	Description
request	CreateModelRequest The request received from the client.
context	ServerCallContext The 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).

DeleteDataset(DeleteDatasetRequest, ServerCallContext)

public virtual Task<Operation> DeleteDataset(DeleteDatasetRequest request, ServerCallContext context)

Deletes a dataset and all of its contents. Returns empty response in the [response][google.longrunning.Operation.response] field when it completes, and delete_details in the [metadata][google.longrunning.Operation.metadata] field.

Parameters
Name	Description
request	DeleteDatasetRequest The request received from the client.
context	ServerCallContext The 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. Returns google.protobuf.Empty in the [response][google.longrunning.Operation.response] field when it completes, and delete_details in the [metadata][google.longrunning.Operation.metadata] 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
TaskOperation	The response to send back to the client (wrapped by a task).

DeployModel(DeployModelRequest, ServerCallContext)

public virtual Task<Operation> DeployModel(DeployModelRequest request, ServerCallContext context)

Deploys a model. If a model is already deployed, deploying it with the same parameters has no effect. Deploying with different parametrs (as e.g. changing [node_number][google.cloud.automl.v1p1beta.ImageObjectDetectionModelDeploymentMetadata.node_number]) will reset the deployment state without pausing the model's availability.

Only applicable for Text Classification, Image Object Detection , Tables, and Image Segmentation; all other domains manage deployment automatically.

Returns an empty response in the [response][google.longrunning.Operation.response] field when it completes.

Parameters
Name	Description
request	DeployModelRequest The request received from the client.
context	ServerCallContext The 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).

ExportData(ExportDataRequest, ServerCallContext)

public virtual Task<Operation> ExportData(ExportDataRequest request, ServerCallContext context)

Exports dataset's data to the provided output location. Returns an empty response in the [response][google.longrunning.Operation.response] field when it completes.

Parameters
Name	Description
request	ExportDataRequest The request received from the client.
context	ServerCallContext The 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, "export-able", model to a user specified Google Cloud Storage location. A model is considered export-able if and only if it has an export format defined for it in [ModelExportOutputConfig][google.cloud.automl.v1.ModelExportOutputConfig].

Returns an empty response in the [response][google.longrunning.Operation.response] field when it completes.

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
TaskOperation	The response to send back to the client (wrapped by a task).

GetAnnotationSpec(GetAnnotationSpecRequest, ServerCallContext)

public virtual Task<AnnotationSpec> GetAnnotationSpec(GetAnnotationSpecRequest request, ServerCallContext context)

Gets an annotation spec.

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

Returns
Type	Description
TaskAnnotationSpec	The response to send back to the client (wrapped by a task).

GetDataset(GetDatasetRequest, ServerCallContext)

public virtual Task<Dataset> GetDataset(GetDatasetRequest request, ServerCallContext context)

Gets a dataset.

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

Returns
Type	Description
TaskDataset	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
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 model evaluation.

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
TaskModelEvaluation	The response to send back to the client (wrapped by a task).

ImportData(ImportDataRequest, ServerCallContext)

public virtual Task<Operation> ImportData(ImportDataRequest request, ServerCallContext context)

Imports data into a dataset. For Tables this method can only be called on an empty Dataset.

For Tables:

• A [schema_inference_version][google.cloud.automl.v1.InputConfig.params] parameter must be explicitly set. Returns an empty response in the [response][google.longrunning.Operation.response] field when it completes.

Parameters
Name	Description
request	ImportDataRequest The request received from the client.
context	ServerCallContext The 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).

ListDatasets(ListDatasetsRequest, ServerCallContext)

public virtual Task<ListDatasetsResponse> ListDatasets(ListDatasetsRequest request, ServerCallContext context)

Lists datasets in a project.

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

Returns
Type	Description
TaskListDatasetsResponse	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 model evaluations.

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
TaskListModelEvaluationsResponse	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.

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
TaskListModelsResponse	The response to send back to the client (wrapped by a task).

UndeployModel(UndeployModelRequest, ServerCallContext)

public virtual Task<Operation> UndeployModel(UndeployModelRequest request, ServerCallContext context)

Undeploys a model. If the model is not deployed this method has no effect.

Only applicable for Text Classification, Image Object Detection and Tables; all other domains manage deployment automatically.

Returns an empty response in the [response][google.longrunning.Operation.response] field when it completes.

Parameters
Name	Description
request	UndeployModelRequest The request received from the client.
context	ServerCallContext The 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).

UpdateDataset(UpdateDatasetRequest, ServerCallContext)

public virtual Task<Dataset> UpdateDataset(UpdateDatasetRequest request, ServerCallContext context)

Updates a dataset.

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

Returns
Type	Description
TaskDataset	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
TaskModel	The response to send back to the client (wrapped by a task).