Cloud AI Platform v1beta1 API - Class ModelMonitoringService.ModelMonitoringServiceBase (1.0.0-beta03)

Version 1.0.0-beta03

• 1.0.0-beta09 (latest)
• 1.0.0-beta08

[BindServiceMethod(typeof(ModelMonitoringService), "BindService")]
public abstract class ModelMonitoringService.ModelMonitoringServiceBase

Reference documentation and code samples for the Cloud AI Platform v1beta1 API class ModelMonitoringService.ModelMonitoringServiceBase.

Base class for server-side implementations of ModelMonitoringService

Inheritance

object > ModelMonitoringService.ModelMonitoringServiceBase

Inherited Members

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1Beta1

Assembly

Google.Cloud.AIPlatform.V1Beta1.dll

Methods

CreateModelMonitor(CreateModelMonitorRequest, ServerCallContext)

public virtual Task<Operation> CreateModelMonitor(CreateModelMonitorRequest request, ServerCallContext context)

Creates a ModelMonitor.

Parameters
Name	Description
request	CreateModelMonitorRequest 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).

CreateModelMonitoringJob(CreateModelMonitoringJobRequest, ServerCallContext)

public virtual Task<ModelMonitoringJob> CreateModelMonitoringJob(CreateModelMonitoringJobRequest request, ServerCallContext context)

Creates a ModelMonitoringJob.

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

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

DeleteModelMonitor(DeleteModelMonitorRequest, ServerCallContext)

public virtual Task<Operation> DeleteModelMonitor(DeleteModelMonitorRequest request, ServerCallContext context)

Deletes a ModelMonitor.

Parameters
Name	Description
request	DeleteModelMonitorRequest 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).

DeleteModelMonitoringJob(DeleteModelMonitoringJobRequest, ServerCallContext)

public virtual Task<Operation> DeleteModelMonitoringJob(DeleteModelMonitoringJobRequest request, ServerCallContext context)

Deletes a ModelMonitoringJob.

Parameters
Name	Description
request	DeleteModelMonitoringJobRequest 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).

GetModelMonitor(GetModelMonitorRequest, ServerCallContext)

public virtual Task<ModelMonitor> GetModelMonitor(GetModelMonitorRequest request, ServerCallContext context)

Gets a ModelMonitor.

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

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

GetModelMonitoringJob(GetModelMonitoringJobRequest, ServerCallContext)

public virtual Task<ModelMonitoringJob> GetModelMonitoringJob(GetModelMonitoringJobRequest request, ServerCallContext context)

Gets a ModelMonitoringJob.

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

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

ListModelMonitoringJobs(ListModelMonitoringJobsRequest, ServerCallContext)

public virtual Task<ListModelMonitoringJobsResponse> ListModelMonitoringJobs(ListModelMonitoringJobsRequest request, ServerCallContext context)

Lists ModelMonitoringJobs. Callers may choose to read across multiple Monitors as per AIP-159 by using '-' (the hyphen or dash character) as a wildcard character instead of modelMonitor id in the parent. Format projects/{project_id}/locations/{location}/moodelMonitors/-/modelMonitoringJobs

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

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

ListModelMonitors(ListModelMonitorsRequest, ServerCallContext)

public virtual Task<ListModelMonitorsResponse> ListModelMonitors(ListModelMonitorsRequest request, ServerCallContext context)

Lists ModelMonitors in a Location.

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

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

SearchModelMonitoringAlerts(SearchModelMonitoringAlertsRequest, ServerCallContext)

public virtual Task<SearchModelMonitoringAlertsResponse> SearchModelMonitoringAlerts(SearchModelMonitoringAlertsRequest request, ServerCallContext context)

Returns the Model Monitoring alerts.

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

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

SearchModelMonitoringStats(SearchModelMonitoringStatsRequest, ServerCallContext)

public virtual Task<SearchModelMonitoringStatsResponse> SearchModelMonitoringStats(SearchModelMonitoringStatsRequest request, ServerCallContext context)

Searches Model Monitoring Stats generated within a given time window.

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

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

UpdateModelMonitor(UpdateModelMonitorRequest, ServerCallContext)

public virtual Task<Operation> UpdateModelMonitor(UpdateModelMonitorRequest request, ServerCallContext context)

Updates a ModelMonitor.

Parameters
Name	Description
request	UpdateModelMonitorRequest 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).