interface CfnDataQualityJobDefinitionMixinProps

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

Properties for CfnDataQualityJobDefinitionPropsMixin.

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 as sagemaker_mixins } from '@aws-cdk/mixins-preview/aws-sagemaker';
const cfnDataQualityJobDefinitionMixinProps: sagemaker_mixins.CfnDataQualityJobDefinitionMixinProps = {
  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',
  }],
};

Properties

Name	Type	Description
dataQualityAppSpecification?	IResolvable | DataQualityAppSpecificationProperty	Specifies the container that runs the monitoring job.
dataQualityBaselineConfig?	IResolvable | DataQualityBaselineConfigProperty	Configures the constraints and baselines for the monitoring job.
dataQualityJobInput?	IResolvable | DataQualityJobInputProperty	A list of inputs for the monitoring job.
dataQualityJobOutputConfig?	IResolvable | MonitoringOutputConfigProperty	The output configuration for monitoring jobs.
endpointName?	string	The name of the endpoint used to run the monitoring job.
jobDefinitionName?	string	The name for the monitoring job definition.
jobResources?	IResolvable | MonitoringResourcesProperty	Identifies the resources to deploy for a monitoring job.
networkConfig?	IResolvable | NetworkConfigProperty	Specifies networking configuration for the monitoring job.
roleArn?	string	The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
stoppingCondition?	IResolvable | StoppingConditionProperty	A time limit for how long the monitoring job is allowed to run before stopping.
tags?	CfnTag[]	An array of key-value pairs to apply to this resource.

---

dataQualityAppSpecification?

Type: IResolvable | DataQualityAppSpecificationProperty (optional)

Specifies the container that runs the monitoring job.

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

---

dataQualityBaselineConfig?

Type: IResolvable | DataQualityBaselineConfigProperty (optional)

Configures the constraints and baselines for the monitoring job.

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

---

dataQualityJobInput?

Type: IResolvable | DataQualityJobInputProperty (optional)

A list of inputs for the monitoring job.

Currently endpoints are supported as monitoring inputs.

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

---

dataQualityJobOutputConfig?

Type: IResolvable | MonitoringOutputConfigProperty (optional)

The output configuration for monitoring jobs.

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

---

endpointName?

Type: string (optional)

The name of the endpoint used to run the monitoring job.

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

---

jobDefinitionName?

Type: string (optional)

The name for the monitoring job definition.

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

---

jobResources?

Type: IResolvable | MonitoringResourcesProperty (optional)

Identifies the resources to deploy for a monitoring job.

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

---

networkConfig?

Type: IResolvable | NetworkConfigProperty (optional)

Specifies networking configuration for the monitoring job.

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

---

roleArn?

Type: string (optional)

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

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

---

stoppingCondition?

Type: IResolvable | StoppingConditionProperty (optional)

A time limit for how long the monitoring job is allowed to run before stopping.

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

---

tags?

Type: CfnTag[] (optional)

An array of key-value pairs to apply to this resource.

For more information, see Tag .

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