MonitoringJobDefinition

import type { MonitoringJobDefinition } from "https://aws-api.deno.dev/v0.4/services/sagemaker.ts?docs=full";

Defines the monitoring job.

interface MonitoringJobDefinition {

BaselineConfig?: MonitoringBaselineConfig | null;

Environment?: {

[key: string]: string | null | undefined;

} | null;

MonitoringAppSpecification: MonitoringAppSpecification;

MonitoringInputs: MonitoringInput[];

MonitoringOutputConfig: MonitoringOutputConfig;

MonitoringResources: MonitoringResources;

NetworkConfig?: NetworkConfig | null;

RoleArn: string;

StoppingCondition?: MonitoringStoppingCondition | null;

}

§Properties

BaselineConfig?: MonitoringBaselineConfig | null

[src]

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

Environment?: {

[key: string]: string | null | undefined;

} | null

[src]

Sets the environment variables in the Docker container.

MonitoringAppSpecification: MonitoringAppSpecification

[src]

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

MonitoringInputs: MonitoringInput[]

[src]

The array of inputs for the monitoring job. Currently we support monitoring an Amazon SageMaker Endpoint.

MonitoringOutputConfig: MonitoringOutputConfig

[src]

The array of outputs from the monitoring job to be uploaded to Amazon Simple Storage Service (Amazon S3).

MonitoringResources: MonitoringResources

[src]

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.

NetworkConfig?: NetworkConfig | null

[src]

Specifies networking options for an monitoring job.

RoleArn: string

[src]

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

StoppingCondition?: MonitoringStoppingCondition | null

[src]

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