Class: Aws::SageMaker::Types::MonitoringSchedule

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::MonitoringSchedule

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

A schedule for a model monitoring job. For information about model monitor, see [Amazon SageMaker Model Monitor].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/model-monitor.html

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #creation_time ⇒ Time

  The time that the monitoring schedule was created.

• #endpoint_name ⇒ String

  The endpoint that hosts the model being monitored.

• #failure_reason ⇒ String

  If the monitoring schedule failed, the reason it failed.

• #last_modified_time ⇒ Time

  The last time the monitoring schedule was changed.

• #last_monitoring_execution_summary ⇒ Types::MonitoringExecutionSummary

  Summary of information about the last monitoring job to run.

• #monitoring_schedule_arn ⇒ String

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

• #monitoring_schedule_config ⇒ Types::MonitoringScheduleConfig

  Configures the monitoring schedule and defines the monitoring job.

• #monitoring_schedule_name ⇒ String

  The name of the monitoring schedule.

• #monitoring_schedule_status ⇒ String

  The status of the monitoring schedule.

• #monitoring_type ⇒ String

  The type of the monitoring job definition to schedule.

• #tags ⇒ Array<Types::Tag>

  A list of the tags associated with the monitoring schedlue.

Instance Attribute Details

#creation_time ⇒ Time

The time that the monitoring schedule was created.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 36038

class MonitoringSchedule < 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,
  :last_monitoring_execution_summary,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#endpoint_name ⇒ String

The endpoint that hosts the model being monitored.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 36038

class MonitoringSchedule < 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,
  :last_monitoring_execution_summary,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reason ⇒ String

If the monitoring schedule failed, the reason it failed.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 36038

class MonitoringSchedule < 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,
  :last_monitoring_execution_summary,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_time ⇒ Time

The last time the monitoring schedule was changed.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 36038

class MonitoringSchedule < 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,
  :last_monitoring_execution_summary,
  :tags)
  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 'lib/aws-sdk-sagemaker/types.rb', line 36038

class MonitoringSchedule < 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,
  :last_monitoring_execution_summary,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_schedule_arn ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 36038

class MonitoringSchedule < 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,
  :last_monitoring_execution_summary,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_schedule_config ⇒ Types::MonitoringScheduleConfig

Configures the monitoring schedule and defines the monitoring job.

Returns:

• (Types::MonitoringScheduleConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 36038

class MonitoringSchedule < 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,
  :last_monitoring_execution_summary,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_schedule_name ⇒ String

The name of the monitoring schedule.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 36038

class MonitoringSchedule < 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,
  :last_monitoring_execution_summary,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_schedule_status ⇒ String

The status of the monitoring schedule. This can be one of the following values.

• ‘PENDING` - The schedule is pending being created.

• ‘FAILED` - The schedule failed.

• ‘SCHEDULED` - The schedule was successfully created.

• ‘STOPPED` - The schedule was stopped.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 36038

class MonitoringSchedule < 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,
  :last_monitoring_execution_summary,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_type ⇒ String

The type of the monitoring job definition to schedule.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 36038

class MonitoringSchedule < 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,
  :last_monitoring_execution_summary,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#tags ⇒ Array<Types::Tag>

A list of the tags associated with the monitoring schedlue. For more information, see [Tagging Amazon Web Services resources] in the *Amazon Web Services General Reference Guide*.

[1]: docs.aws.amazon.com/general/latest/gr/aws_tagging.html

Returns:

• (Array<Types::Tag>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 36038

class MonitoringSchedule < 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,
  :last_monitoring_execution_summary,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end