Class: AWSCDK::Sagemaker::CfnMonitoringSchedule::MonitoringJobDefinitionProperty

Inherits:
Jsii::Struct
  • Object
show all
Defined in:
sagemaker/cfn_monitoring_schedule.rb

Overview

Defines the monitoring job.

See Also:

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(monitoring_app_specification:, monitoring_inputs:, monitoring_output_config:, monitoring_resources:, role_arn:, baseline_config: nil, environment: nil, network_config: nil, stopping_condition: nil) ⇒ MonitoringJobDefinitionProperty

Returns a new instance of MonitoringJobDefinitionProperty.

Parameters:



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# File 'sagemaker/cfn_monitoring_schedule.rb', line 1270

def initialize(monitoring_app_specification:, monitoring_inputs:, monitoring_output_config:, monitoring_resources:, role_arn:, baseline_config: nil, environment: nil, network_config: nil, stopping_condition: nil)
  @monitoring_app_specification = monitoring_app_specification.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnMonitoringSchedule::MonitoringAppSpecificationProperty.new(**monitoring_app_specification.transform_keys(&:to_sym)) : monitoring_app_specification
  Jsii::Type.check_type(@monitoring_app_specification, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9uaXRvcmluZ1NjaGVkdWxlLk1vbml0b3JpbmdBcHBTcGVjaWZpY2F0aW9uUHJvcGVydHkifV19fQ==")), "monitoringAppSpecification")
  @monitoring_inputs = monitoring_inputs
  Jsii::Type.check_type(@monitoring_inputs, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImNvbGxlY3Rpb24iOnsiZWxlbWVudHR5cGUiOnsidW5pb24iOnsidHlwZXMiOlt7ImZxbiI6ImF3cy1jZGstbGliLklSZXNvbHZhYmxlIn0seyJmcW4iOiJhd3MtY2RrLWxpYi5hd3Nfc2FnZW1ha2VyLkNmbk1vbml0b3JpbmdTY2hlZHVsZS5Nb25pdG9yaW5nSW5wdXRQcm9wZXJ0eSJ9XX19LCJraW5kIjoiYXJyYXkifX1dfX0=")), "monitoringInputs")
  @monitoring_output_config = monitoring_output_config.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnMonitoringSchedule::MonitoringOutputConfigProperty.new(**monitoring_output_config.transform_keys(&:to_sym)) : monitoring_output_config
  Jsii::Type.check_type(@monitoring_output_config, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9uaXRvcmluZ1NjaGVkdWxlLk1vbml0b3JpbmdPdXRwdXRDb25maWdQcm9wZXJ0eSJ9XX19")), "monitoringOutputConfig")
  @monitoring_resources = monitoring_resources.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnMonitoringSchedule::MonitoringResourcesProperty.new(**monitoring_resources.transform_keys(&:to_sym)) : monitoring_resources
  Jsii::Type.check_type(@monitoring_resources, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9uaXRvcmluZ1NjaGVkdWxlLk1vbml0b3JpbmdSZXNvdXJjZXNQcm9wZXJ0eSJ9XX19")), "monitoringResources")
  @role_arn = role_arn
  Jsii::Type.check_type(@role_arn, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "roleArn")
  @baseline_config = baseline_config.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnMonitoringSchedule::BaselineConfigProperty.new(**baseline_config.transform_keys(&:to_sym)) : baseline_config
  Jsii::Type.check_type(@baseline_config, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9uaXRvcmluZ1NjaGVkdWxlLkJhc2VsaW5lQ29uZmlnUHJvcGVydHkifV19fQ==")), "baselineConfig") unless @baseline_config.nil?
  @environment = environment
  Jsii::Type.check_type(@environment, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImNvbGxlY3Rpb24iOnsiZWxlbWVudHR5cGUiOnsicHJpbWl0aXZlIjoic3RyaW5nIn0sImtpbmQiOiJtYXAifX1dfX0=")), "environment") unless @environment.nil?
  @network_config = network_config.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnMonitoringSchedule::NetworkConfigProperty.new(**network_config.transform_keys(&:to_sym)) : network_config
  Jsii::Type.check_type(@network_config, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9uaXRvcmluZ1NjaGVkdWxlLk5ldHdvcmtDb25maWdQcm9wZXJ0eSJ9XX19")), "networkConfig") unless @network_config.nil?
  @stopping_condition = stopping_condition.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnMonitoringSchedule::StoppingConditionProperty.new(**stopping_condition.transform_keys(&:to_sym)) : stopping_condition
  Jsii::Type.check_type(@stopping_condition, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9uaXRvcmluZ1NjaGVkdWxlLlN0b3BwaW5nQ29uZGl0aW9uUHJvcGVydHkifV19fQ==")), "stoppingCondition") unless @stopping_condition.nil?
end

Instance Attribute Details

#baseline_config ⇒ AWSCDK::IResolvable, ... (readonly)

Baseline configuration used to validate that the data conforms to the specified constraints and statistics.

Returns:

See Also:



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# File 'sagemaker/cfn_monitoring_schedule.rb', line 1324

def baseline_config
  @baseline_config
end

#environment ⇒ AWSCDK::IResolvable, ... (readonly)

Sets the environment variables in the Docker container.

Returns:

See Also:



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# File 'sagemaker/cfn_monitoring_schedule.rb', line 1329

def environment
  @environment
end

#monitoring_app_specification ⇒ AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnMonitoringSchedule::MonitoringAppSpecificationProperty (readonly)

Configures the monitoring job to run a specified Docker container image.

Returns:

See Also:



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# File 'sagemaker/cfn_monitoring_schedule.rb', line 1295

def monitoring_app_specification
  @monitoring_app_specification
end

#monitoring_inputs ⇒ AWSCDK::IResolvable, Array<AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnMonitoringSchedule::MonitoringInputProperty> (readonly)

The array of inputs for the monitoring job.

Currently we support monitoring an Amazon SageMaker AI Endpoint.

Returns:

See Also:



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# File 'sagemaker/cfn_monitoring_schedule.rb', line 1302

def monitoring_inputs
  @monitoring_inputs
end

#monitoring_output_config ⇒ AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnMonitoringSchedule::MonitoringOutputConfigProperty (readonly)

The array of outputs from the monitoring job to be uploaded to Amazon S3.

Returns:

See Also:



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# File 'sagemaker/cfn_monitoring_schedule.rb', line 1307

def monitoring_output_config
  @monitoring_output_config
end

#monitoring_resources ⇒ AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnMonitoringSchedule::MonitoringResourcesProperty (readonly)

Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job.

In distributed processing, you specify more than one instance.

Returns:

See Also:



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# File 'sagemaker/cfn_monitoring_schedule.rb', line 1314

def monitoring_resources
  @monitoring_resources
end

#network_config ⇒ AWSCDK::IResolvable, ... (readonly)

Specifies networking options for an monitoring job.

Returns:

See Also:



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# File 'sagemaker/cfn_monitoring_schedule.rb', line 1334

def network_config
  @network_config
end

#role_arn ⇒ String (readonly)

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker AI can assume to perform tasks on your behalf.

Returns:

  • (String)

See Also:



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# File 'sagemaker/cfn_monitoring_schedule.rb', line 1319

def role_arn
  @role_arn
end

#stopping_condition ⇒ AWSCDK::IResolvable, ... (readonly)

Specifies a time limit for how long the monitoring job is allowed to run.

Returns:

See Also:



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# File 'sagemaker/cfn_monitoring_schedule.rb', line 1339

def stopping_condition
  @stopping_condition
end

Class Method Details

.jsii_properties ⇒ Object 



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# File 'sagemaker/cfn_monitoring_schedule.rb', line 1341

def self.jsii_properties
  {
    :monitoring_app_specification => "monitoringAppSpecification",
    :monitoring_inputs => "monitoringInputs",
    :monitoring_output_config => "monitoringOutputConfig",
    :monitoring_resources => "monitoringResources",
    :role_arn => "roleArn",
    :baseline_config => "baselineConfig",
    :environment => "environment",
    :network_config => "networkConfig",
    :stopping_condition => "stoppingCondition",
  }
end

Instance Method Details

#to_jsii ⇒ Object 



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# File 'sagemaker/cfn_monitoring_schedule.rb', line 1355

def to_jsii
  result = {}
  result.merge!({
    "monitoringAppSpecification" => @monitoring_app_specification,
    "monitoringInputs" => @monitoring_inputs,
    "monitoringOutputConfig" => @monitoring_output_config,
    "monitoringResources" => @monitoring_resources,
    "roleArn" => @role_arn,
    "baselineConfig" => @baseline_config,
    "environment" => @environment,
    "networkConfig" => @network_config,
    "stoppingCondition" => @stopping_condition,
  })
  result.compact
end