MonitoringJobDefinition class
Defines the monitoring job.
Constructors
-
MonitoringJobDefinition({required MonitoringAppSpecification monitoringAppSpecification, required List<
MonitoringInput> monitoringInputs, required MonitoringOutputConfig monitoringOutputConfig, required MonitoringResources monitoringResources, required String roleArn, MonitoringBaselineConfig? baselineConfig, Map<String, String> ? environment, NetworkConfig? networkConfig, MonitoringStoppingCondition? stoppingCondition}) -
MonitoringJobDefinition.fromJson(Map<
String, dynamic> json) -
factory
Properties
- baselineConfig → MonitoringBaselineConfig?
-
Baseline configuration used to validate that the data conforms to the
specified constraints and statistics
final
-
environment
→ Map<
String, String> ? -
Sets the environment variables in the Docker container.
final
- hashCode → int
-
The hash code for this object.
no setterinherited
- monitoringAppSpecification → MonitoringAppSpecification
-
Configures the monitoring job to run a specified Docker container image.
final
-
monitoringInputs
→ List<
MonitoringInput> -
The array of inputs for the monitoring job. Currently we support monitoring
an Amazon SageMaker Endpoint.
final
- monitoringOutputConfig → MonitoringOutputConfig
-
The array of outputs from the monitoring job to be uploaded to Amazon Simple
Storage Service (Amazon S3).
final
- monitoringResources → MonitoringResources
-
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.
final
- networkConfig → NetworkConfig?
-
Specifies networking options for an monitoring job.
final
- roleArn → String
-
The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can
assume to perform tasks on your behalf.
final
- runtimeType → Type
-
A representation of the runtime type of the object.
no setterinherited
- stoppingCondition → MonitoringStoppingCondition?
-
Specifies a time limit for how long the monitoring job is allowed to run.
final
Methods
-
noSuchMethod(
Invocation invocation) → dynamic -
Invoked when a nonexistent method or property is accessed.
inherited
-
toJson(
) → Map< String, dynamic> -
toString(
) → String -
A string representation of this object.
inherited
Operators
-
operator ==(
Object other) → bool -
The equality operator.
inherited