interface ModelBiasJobInputProperty

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

Inputs for the model bias job.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasjobinput.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 modelBiasJobInputProperty: sagemaker_mixins.CfnModelBiasJobDefinitionPropsMixin.ModelBiasJobInputProperty = {
  batchTransformInput: {
    dataCapturedDestinationS3Uri: 'dataCapturedDestinationS3Uri',
    datasetFormat: {
      csv: {
        header: false,
      },
      json: {
        line: false,
      },
      parquet: false,
    },
    endTimeOffset: 'endTimeOffset',
    featuresAttribute: 'featuresAttribute',
    inferenceAttribute: 'inferenceAttribute',
    localPath: 'localPath',
    probabilityAttribute: 'probabilityAttribute',
    probabilityThresholdAttribute: 123,
    s3DataDistributionType: 's3DataDistributionType',
    s3InputMode: 's3InputMode',
    startTimeOffset: 'startTimeOffset',
  },
  endpointInput: {
    endpointName: 'endpointName',
    endTimeOffset: 'endTimeOffset',
    featuresAttribute: 'featuresAttribute',
    inferenceAttribute: 'inferenceAttribute',
    localPath: 'localPath',
    probabilityAttribute: 'probabilityAttribute',
    probabilityThresholdAttribute: 123,
    s3DataDistributionType: 's3DataDistributionType',
    s3InputMode: 's3InputMode',
    startTimeOffset: 'startTimeOffset',
  },
  groundTruthS3Input: {
    s3Uri: 's3Uri',
  },
};

Properties

Name	Type	Description
batchTransformInput?	IResolvable | BatchTransformInputProperty	Input object for the batch transform job.
endpointInput?	IResolvable | EndpointInputProperty	Input object for the endpoint.
groundTruthS3Input?	IResolvable | MonitoringGroundTruthS3InputProperty	Location of ground truth labels to use in model bias job.

---

batchTransformInput?

Type: IResolvable | BatchTransformInputProperty (optional)

Input object for the batch transform job.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasjobinput.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjobinput-batchtransforminput

---

endpointInput?

Type: IResolvable | EndpointInputProperty (optional)

Input object for the endpoint.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasjobinput.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjobinput-endpointinput

---

groundTruthS3Input?

Type: IResolvable | MonitoringGroundTruthS3InputProperty (optional)

Location of ground truth labels to use in model bias job.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasjobinput.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjobinput-groundtruths3input