class CfnDataQualityJobDefinitionPropsMixin

Language	Type name
.NET	Amazon.CDK.Mixins.Preview.AWS.SageMaker.Mixins.CfnDataQualityJobDefinitionPropsMixin
Go	github.com/aws/aws-cdk-go/awscdkmixinspreview/v2/awssagemaker/mixins#CfnDataQualityJobDefinitionPropsMixin
Java	software.amazon.awscdk.mixins.preview.services.sagemaker.mixins.CfnDataQualityJobDefinitionPropsMixin
Python	aws_cdk.mixins_preview.aws_sagemaker.mixins.CfnDataQualityJobDefinitionPropsMixin
TypeScript	@aws-cdk/mixins-preview » aws_sagemaker » mixins » CfnDataQualityJobDefinitionPropsMixin

Implements IMixin

Extends Mixin

Creates a definition for a job that monitors data quality and drift.

For information about model monitor, see Amazon SageMaker AI Model Monitor .

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html

Example

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { mixins } from '@aws-cdk/mixins-preview';
import { mixins as sagemaker_mixins } from '@aws-cdk/mixins-preview/aws-sagemaker';
const cfnDataQualityJobDefinitionPropsMixin = new sagemaker_mixins.CfnDataQualityJobDefinitionPropsMixin({
  dataQualityAppSpecification: {
    containerArguments: ['containerArguments'],
    containerEntrypoint: ['containerEntrypoint'],
    environment: {
      environmentKey: 'environment',
    },
    imageUri: 'imageUri',
    postAnalyticsProcessorSourceUri: 'postAnalyticsProcessorSourceUri',
    recordPreprocessorSourceUri: 'recordPreprocessorSourceUri',
  },
  dataQualityBaselineConfig: {
    baseliningJobName: 'baseliningJobName',
    constraintsResource: {
      s3Uri: 's3Uri',
    },
    statisticsResource: {
      s3Uri: 's3Uri',
    },
  },
  dataQualityJobInput: {
    batchTransformInput: {
      dataCapturedDestinationS3Uri: 'dataCapturedDestinationS3Uri',
      datasetFormat: {
        csv: {
          header: false,
        },
        json: {
          line: false,
        },
        parquet: false,
      },
      excludeFeaturesAttribute: 'excludeFeaturesAttribute',
      localPath: 'localPath',
      s3DataDistributionType: 's3DataDistributionType',
      s3InputMode: 's3InputMode',
    },
    endpointInput: {
      endpointName: 'endpointName',
      excludeFeaturesAttribute: 'excludeFeaturesAttribute',
      localPath: 'localPath',
      s3DataDistributionType: 's3DataDistributionType',
      s3InputMode: 's3InputMode',
    },
  },
  dataQualityJobOutputConfig: {
    kmsKeyId: 'kmsKeyId',
    monitoringOutputs: [{
      s3Output: {
        localPath: 'localPath',
        s3UploadMode: 's3UploadMode',
        s3Uri: 's3Uri',
      },
    }],
  },
  endpointName: 'endpointName',
  jobDefinitionName: 'jobDefinitionName',
  jobResources: {
    clusterConfig: {
      instanceCount: 123,
      instanceType: 'instanceType',
      volumeKmsKeyId: 'volumeKmsKeyId',
      volumeSizeInGb: 123,
    },
  },
  networkConfig: {
    enableInterContainerTrafficEncryption: false,
    enableNetworkIsolation: false,
    vpcConfig: {
      securityGroupIds: ['securityGroupIds'],
      subnets: ['subnets'],
    },
  },
  roleArn: 'roleArn',
  stoppingCondition: {
    maxRuntimeInSeconds: 123,
  },
  tags: [{
    key: 'key',
    value: 'value',
  }],
}, /* all optional props */ {
  strategy: mixins.PropertyMergeStrategy.OVERRIDE,
});

Initializer

new CfnDataQualityJobDefinitionPropsMixin(props: CfnDataQualityJobDefinitionMixinProps, options?: CfnPropertyMixinOptions)

Parameters

• props CfnDataQualityJobDefinitionMixinProps — L1 properties to apply.
• options CfnPropertyMixinOptions — Mixin options.

Create a mixin to apply properties to AWS::SageMaker::DataQualityJobDefinition.

Properties

Name	Type	Description
props	CfnDataQualityJobDefinitionMixinProps
strategy	PropertyMergeStrategy
static CFN_PROPERTY_KEYS	string[]

---

props

Type: CfnDataQualityJobDefinitionMixinProps

---

strategy

Type: PropertyMergeStrategy

---

static CFN_PROPERTY_KEYS

Type: string[]

Methods

Name	Description
applyTo(construct)	Apply the mixin properties to the construct.
supports(construct)	Check if this mixin supports the given construct.

---

applyTo(construct)

public applyTo(construct: IConstruct): IConstruct

Parameters

• construct IConstruct

Returns

• IConstruct

Apply the mixin properties to the construct.

---

supports(construct)

public supports(construct: IConstruct): boolean

Parameters

• construct IConstruct

Returns

• boolean

Check if this mixin supports the given construct.