Class: Aws::SageMaker::Types::ModelDashboardMonitoringSchedule

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::ModelDashboardMonitoringSchedule

Defined in:

gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

A monitoring schedule for a model displayed in the Amazon SageMaker Model Dashboard.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #batch_transform_input ⇒ Types::BatchTransformInput

  Input object for the batch transform job.

• #creation_time ⇒ Time

  A timestamp that indicates when the monitoring schedule was created.

• #endpoint_name ⇒ String

  The endpoint which is monitored.

• #failure_reason ⇒ String

  If a monitoring job failed, provides the reason.

• #last_modified_time ⇒ Time

  A timestamp that indicates when the monitoring schedule was last updated.

• #last_monitoring_execution_summary ⇒ Types::MonitoringExecutionSummary

  Summary of information about the last monitoring job to run.

• #monitoring_alert_summaries ⇒ Array<Types::MonitoringAlertSummary>

  A JSON array where each element is a summary for a monitoring alert.

• #monitoring_schedule_arn ⇒ String

  The Amazon Resource Name (ARN) of a monitoring schedule.

• #monitoring_schedule_config ⇒ Types::MonitoringScheduleConfig

  Configures the monitoring schedule and defines the monitoring job.

• #monitoring_schedule_name ⇒ String

  The name of a monitoring schedule.

• #monitoring_schedule_status ⇒ String

  The status of the monitoring schedule.

• #monitoring_type ⇒ String

  The monitor type of a model monitor.

Instance Attribute Details

#batch_transform_input ⇒ Types::BatchTransformInput

Input object for the batch transform job.

Returns:

• (Types::BatchTransformInput)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32685

class ModelDashboardMonitoringSchedule < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :monitoring_alert_summaries,
  :last_monitoring_execution_summary,
  :batch_transform_input)
  SENSITIVE = []
  include Aws::Structure
end

#creation_time ⇒ Time

A timestamp that indicates when the monitoring schedule was created.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32685

class ModelDashboardMonitoringSchedule < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :monitoring_alert_summaries,
  :last_monitoring_execution_summary,
  :batch_transform_input)
  SENSITIVE = []
  include Aws::Structure
end

#endpoint_name ⇒ String

The endpoint which is monitored.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32685

class ModelDashboardMonitoringSchedule < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :monitoring_alert_summaries,
  :last_monitoring_execution_summary,
  :batch_transform_input)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reason ⇒ String

If a monitoring job failed, provides the reason.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32685

class ModelDashboardMonitoringSchedule < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :monitoring_alert_summaries,
  :last_monitoring_execution_summary,
  :batch_transform_input)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_time ⇒ Time

A timestamp that indicates when the monitoring schedule was last updated.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32685

class ModelDashboardMonitoringSchedule < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :monitoring_alert_summaries,
  :last_monitoring_execution_summary,
  :batch_transform_input)
  SENSITIVE = []
  include Aws::Structure
end

#last_monitoring_execution_summary ⇒ Types::MonitoringExecutionSummary

Summary of information about the last monitoring job to run.

Returns:

• (Types::MonitoringExecutionSummary)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32685

class ModelDashboardMonitoringSchedule < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :monitoring_alert_summaries,
  :last_monitoring_execution_summary,
  :batch_transform_input)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_alert_summaries ⇒ Array<Types::MonitoringAlertSummary>

A JSON array where each element is a summary for a monitoring alert.

Returns:

• (Array<Types::MonitoringAlertSummary>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32685

class ModelDashboardMonitoringSchedule < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :monitoring_alert_summaries,
  :last_monitoring_execution_summary,
  :batch_transform_input)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_schedule_arn ⇒ String

The Amazon Resource Name (ARN) of a monitoring schedule.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32685

class ModelDashboardMonitoringSchedule < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :monitoring_alert_summaries,
  :last_monitoring_execution_summary,
  :batch_transform_input)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_schedule_config ⇒ Types::MonitoringScheduleConfig

Configures the monitoring schedule and defines the monitoring job.

Returns:

• (Types::MonitoringScheduleConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32685

class ModelDashboardMonitoringSchedule < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :monitoring_alert_summaries,
  :last_monitoring_execution_summary,
  :batch_transform_input)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_schedule_name ⇒ String

The name of a monitoring schedule.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32685

class ModelDashboardMonitoringSchedule < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :monitoring_alert_summaries,
  :last_monitoring_execution_summary,
  :batch_transform_input)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_schedule_status ⇒ String

The status of the monitoring schedule.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32685

class ModelDashboardMonitoringSchedule < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :monitoring_alert_summaries,
  :last_monitoring_execution_summary,
  :batch_transform_input)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_type ⇒ String

The monitor type of a model monitor.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32685

class ModelDashboardMonitoringSchedule < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :monitoring_alert_summaries,
  :last_monitoring_execution_summary,
  :batch_transform_input)
  SENSITIVE = []
  include Aws::Structure
end