# CfnModelExplainabilityJobDefinitionProps

Properties for defining a `CfnModelExplainabilityJobDefinition`.

Extends: CfnModelExplainabilityJobDefinitionProps
Used as props by: CfnModelExplainabilityJobDefinition

- Source: Generated code
- Type last changed: v2.227.0 · 21 Nov 2025

## Example

```ts
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { aws_sagemaker as sagemaker } from 'aws-cdk-lib';
const cfnModelExplainabilityJobDefinitionProps: sagemaker.CfnModelExplainabilityJobDefinitionProps = {
  jobResources: {
    clusterConfig: {
      instanceCount: 123,
      instanceType: 'instanceType',
      volumeSizeInGb: 123,

      // the properties below are optional
      volumeKmsKeyId: 'volumeKmsKeyId',
    },
  },
  modelExplainabilityAppSpecification: {
    configUri: 'configUri',
    imageUri: 'imageUri',

    // the properties below are optional
    environment: {
      environmentKey: 'environment',
    },
  },
  modelExplainabilityJobInput: {
    batchTransformInput: {
      dataCapturedDestinationS3Uri: 'dataCapturedDestinationS3Uri',
      datasetFormat: {
        csv: {
          header: false,
        },
        json: {
          line: false,
        },
        parquet: false,
      },
      localPath: 'localPath',

      // the properties below are optional
      featuresAttribute: 'featuresAttribute',
      inferenceAttribute: 'inferenceAttribute',
      probabilityAttribute: 'probabilityAttribute',
      s3DataDistributionType: 's3DataDistributionType',
      s3InputMode: 's3InputMode',
    },
    endpointInput: {
      endpointName: 'endpointName',
      localPath: 'localPath',

      // the properties below are optional
      featuresAttribute: 'featuresAttribute',
      inferenceAttribute: 'inferenceAttribute',
      probabilityAttribute: 'probabilityAttribute',
      s3DataDistributionType: 's3DataDistributionType',
      s3InputMode: 's3InputMode',
    },
  },
  modelExplainabilityJobOutputConfig: {
    monitoringOutputs: [{
      s3Output: {
        localPath: 'localPath',
        s3Uri: 's3Uri',

        // the properties below are optional
        s3UploadMode: 's3UploadMode',
      },
    }],

    // the properties below are optional
    kmsKeyId: 'kmsKeyId',
  },
  roleArn: 'roleArn',

  // the properties below are optional
  endpointName: 'endpointName',
  jobDefinitionName: 'jobDefinitionName',
  modelExplainabilityBaselineConfig: {
    baseliningJobName: 'baseliningJobName',
    constraintsResource: {
      s3Uri: 's3Uri',
    },
  },
  networkConfig: {
    enableInterContainerTrafficEncryption: false,
    enableNetworkIsolation: false,
    vpcConfig: {
      securityGroupIds: ['securityGroupIds'],
      subnets: ['subnets'],
    },
  },
  stoppingCondition: {
    maxRuntimeInSeconds: 123,
  },
  tags: [{
    key: 'key',
    value: 'value',
  }],
};
```

## Properties

- `endpointName`: string — The name of the endpoint used to run the monitoring job.

- `jobDefinitionName`: string — The name of the model explainability job definition.

  The name must be unique within an AWS Region in the AWS account.

- `jobResources`: [IResolvable](/cdk/api/v2/docs/aws-cdk-lib.IResolvable.html) | [CfnModelExplainabilityJobDefinition.MonitoringResourcesProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelExplainabilityJobDefinition.MonitoringResourcesProperty.html) (required) — Identifies the resources to deploy for a monitoring job.

- `modelExplainabilityAppSpecification`: [IResolvable](/cdk/api/v2/docs/aws-cdk-lib.IResolvable.html) | [CfnModelExplainabilityJobDefinition.ModelExplainabilityAppSpecificationProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelExplainabilityJobDefinition.ModelExplainabilityAppSpecificationProperty.html) (required) — Configures the model explainability job to run a specified Docker container image.

- `modelExplainabilityBaselineConfig`: [IResolvable](/cdk/api/v2/docs/aws-cdk-lib.IResolvable.html) | [CfnModelExplainabilityJobDefinition.ModelExplainabilityBaselineConfigProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelExplainabilityJobDefinition.ModelExplainabilityBaselineConfigProperty.html) — The baseline configuration for a model explainability job.

- `modelExplainabilityJobInput`: [IResolvable](/cdk/api/v2/docs/aws-cdk-lib.IResolvable.html) | [CfnModelExplainabilityJobDefinition.ModelExplainabilityJobInputProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelExplainabilityJobDefinition.ModelExplainabilityJobInputProperty.html) (required) — Inputs for the model explainability job.

- `modelExplainabilityJobOutputConfig`: [IResolvable](/cdk/api/v2/docs/aws-cdk-lib.IResolvable.html) | [CfnModelExplainabilityJobDefinition.MonitoringOutputConfigProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelExplainabilityJobDefinition.MonitoringOutputConfigProperty.html) (required) — The output configuration for monitoring jobs.

- `networkConfig`: [IResolvable](/cdk/api/v2/docs/aws-cdk-lib.IResolvable.html) | [CfnModelExplainabilityJobDefinition.NetworkConfigProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelExplainabilityJobDefinition.NetworkConfigProperty.html) — Networking options for a model explainability job.

- `roleArn`: string | [IRoleRef](/cdk/api/v2/docs/aws-cdk-lib.interfaces.aws_iam.IRoleRef.html) (required) — The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

- `stoppingCondition`: [IResolvable](/cdk/api/v2/docs/aws-cdk-lib.IResolvable.html) | [CfnModelExplainabilityJobDefinition.StoppingConditionProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelExplainabilityJobDefinition.StoppingConditionProperty.html) — A time limit for how long the monitoring job is allowed to run before stopping.

- `tags`: [CfnTag](/cdk/api/v2/docs/aws-cdk-lib.CfnTag.html)[] — An array of key-value pairs to apply to this resource.

  For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .