@pulumi/aws-native
Version:
The Pulumi AWS Cloud Control Provider enables you to build, deploy, and manage [any AWS resource that's supported by the AWS Cloud Control API](https://github.com/pulumi/pulumi-aws-native/blob/master/provider/cmd/pulumi-gen-aws-native/supported-types.txt)
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TypeScript
import * as pulumi from "@pulumi/pulumi";
import * as inputs from "../types/input";
import * as outputs from "../types/output";
/**
* Resource Type definition for AWS::SageMaker::ModelBiasJobDefinition
*/
export declare class ModelBiasJobDefinition extends pulumi.CustomResource {
/**
* Get an existing ModelBiasJobDefinition resource's state with the given name, ID, and optional extra
* properties used to qualify the lookup.
*
* @param name The _unique_ name of the resulting resource.
* @param id The _unique_ provider ID of the resource to lookup.
* @param opts Optional settings to control the behavior of the CustomResource.
*/
static get(name: string, id: pulumi.Input<pulumi.ID>, opts?: pulumi.CustomResourceOptions): ModelBiasJobDefinition;
/**
* Returns true if the given object is an instance of ModelBiasJobDefinition. This is designed to work even
* when multiple copies of the Pulumi SDK have been loaded into the same process.
*/
static isInstance(obj: any): obj is ModelBiasJobDefinition;
/**
* The time at which the job definition was created.
*/
readonly creationTime: pulumi.Output<string>;
readonly endpointName: pulumi.Output<string | undefined>;
/**
* The Amazon Resource Name (ARN) of job definition.
*/
readonly jobDefinitionArn: pulumi.Output<string>;
/**
* The name of the bias job definition. The name must be unique within an AWS Region in the AWS account.
*/
readonly jobDefinitionName: pulumi.Output<string | undefined>;
/**
* Identifies the resources to deploy for a monitoring job.
*/
readonly jobResources: pulumi.Output<outputs.sagemaker.ModelBiasJobDefinitionMonitoringResources>;
/**
* Configures the model bias job to run a specified Docker container image.
*/
readonly modelBiasAppSpecification: pulumi.Output<outputs.sagemaker.ModelBiasJobDefinitionModelBiasAppSpecification>;
/**
* The baseline configuration for a model bias job.
*/
readonly modelBiasBaselineConfig: pulumi.Output<outputs.sagemaker.ModelBiasJobDefinitionModelBiasBaselineConfig | undefined>;
/**
* Inputs for the model bias job.
*/
readonly modelBiasJobInput: pulumi.Output<outputs.sagemaker.ModelBiasJobDefinitionModelBiasJobInput>;
/**
* The output configuration for monitoring jobs.
*/
readonly modelBiasJobOutputConfig: pulumi.Output<outputs.sagemaker.ModelBiasJobDefinitionMonitoringOutputConfig>;
/**
* Networking options for a model bias job.
*/
readonly networkConfig: pulumi.Output<outputs.sagemaker.ModelBiasJobDefinitionNetworkConfig | undefined>;
/**
* The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
*/
readonly roleArn: pulumi.Output<string>;
/**
* A time limit for how long the monitoring job is allowed to run before stopping.
*/
readonly stoppingCondition: pulumi.Output<outputs.sagemaker.ModelBiasJobDefinitionStoppingCondition | undefined>;
/**
* An array of key-value pairs to apply to this resource.
*/
readonly tags: pulumi.Output<outputs.CreateOnlyTag[] | undefined>;
/**
* Create a ModelBiasJobDefinition resource with the given unique name, arguments, and options.
*
* @param name The _unique_ name of the resource.
* @param args The arguments to use to populate this resource's properties.
* @param opts A bag of options that control this resource's behavior.
*/
constructor(name: string, args: ModelBiasJobDefinitionArgs, opts?: pulumi.CustomResourceOptions);
}
/**
* The set of arguments for constructing a ModelBiasJobDefinition resource.
*/
export interface ModelBiasJobDefinitionArgs {
endpointName?: pulumi.Input<string>;
/**
* The name of the bias job definition. The name must be unique within an AWS Region in the AWS account.
*/
jobDefinitionName?: pulumi.Input<string>;
/**
* Identifies the resources to deploy for a monitoring job.
*/
jobResources: pulumi.Input<inputs.sagemaker.ModelBiasJobDefinitionMonitoringResourcesArgs>;
/**
* Configures the model bias job to run a specified Docker container image.
*/
modelBiasAppSpecification: pulumi.Input<inputs.sagemaker.ModelBiasJobDefinitionModelBiasAppSpecificationArgs>;
/**
* The baseline configuration for a model bias job.
*/
modelBiasBaselineConfig?: pulumi.Input<inputs.sagemaker.ModelBiasJobDefinitionModelBiasBaselineConfigArgs>;
/**
* Inputs for the model bias job.
*/
modelBiasJobInput: pulumi.Input<inputs.sagemaker.ModelBiasJobDefinitionModelBiasJobInputArgs>;
/**
* The output configuration for monitoring jobs.
*/
modelBiasJobOutputConfig: pulumi.Input<inputs.sagemaker.ModelBiasJobDefinitionMonitoringOutputConfigArgs>;
/**
* Networking options for a model bias job.
*/
networkConfig?: pulumi.Input<inputs.sagemaker.ModelBiasJobDefinitionNetworkConfigArgs>;
/**
* The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
*/
roleArn: pulumi.Input<string>;
/**
* A time limit for how long the monitoring job is allowed to run before stopping.
*/
stoppingCondition?: pulumi.Input<inputs.sagemaker.ModelBiasJobDefinitionStoppingConditionArgs>;
/**
* An array of key-value pairs to apply to this resource.
*/
tags?: pulumi.Input<pulumi.Input<inputs.CreateOnlyTagArgs>[]>;
}