Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelDeploymentMonitoringScheduleConfig

Inherits:

Object

• Object
• Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelDeploymentMonitoringScheduleConfig

Includes:

Core::Hashable, Core::JsonObjectSupport

Defined in:

lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb

Overview

The config for scheduling monitoring job.

Instance Attribute Summary

• #monitor_interval ⇒ String

  Required.

• #monitor_window ⇒ String

  The time window of the prediction data being included in each prediction dataset.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1beta1ModelDeploymentMonitoringScheduleConfig constructor

  A new instance of GoogleCloudAiplatformV1beta1ModelDeploymentMonitoringScheduleConfig.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1ModelDeploymentMonitoringScheduleConfig

Returns a new instance of GoogleCloudAiplatformV1beta1ModelDeploymentMonitoringScheduleConfig.

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 13761

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#monitor_interval ⇒ String

Required. The model monitoring job scheduling interval. It will be rounded up to next full hour. This defines how often the monitoring jobs are triggered. Corresponds to the JSON property monitorInterval

Returns:

• (String)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 13748

def monitor_interval
  @monitor_interval
end

#monitor_window ⇒ String

The time window of the prediction data being included in each prediction dataset. This window specifies how long the data should be collected from historical model results for each run. If not set, ModelDeploymentMonitoringScheduleConfig.monitor_interval will be used. e.g. If currently the cutoff time is 2022-01-08 14:30:00 and the monitor_window is set to be 3600, then data from 2022-01-08 13:30:00 to 2022-01-08 14:30:00 will be retrieved and aggregated to calculate the monitoring statistics. Corresponds to the JSON property monitorWindow

Returns:

• (String)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 13759

def monitor_window
  @monitor_window
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 13766

def update!(**args)
  @monitor_interval = args[:monitor_interval] if args.key?(:monitor_interval)
  @monitor_window = args[:monitor_window] if args.key?(:monitor_window)
end