2.233.0

interface EndpointInputProperty

LanguageType name
.NETAmazon.CDK.Mixins.Preview.AWS.SageMaker.Mixins.CfnDataQualityJobDefinitionPropsMixin.EndpointInputProperty
Gogithub.com/aws/aws-cdk-go/awscdkmixinspreview/v2/awssagemaker/mixins#CfnDataQualityJobDefinitionPropsMixin_EndpointInputProperty
Javasoftware.amazon.awscdk.mixins.preview.services.sagemaker.mixins.CfnDataQualityJobDefinitionPropsMixin.EndpointInputProperty
Pythonaws_cdk.mixins_preview.aws_sagemaker.mixins.CfnDataQualityJobDefinitionPropsMixin.EndpointInputProperty
TypeScript @aws-cdk/mixins-preview » aws_sagemaker » mixins » CfnDataQualityJobDefinitionPropsMixin » EndpointInputProperty

Input object for the endpoint.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-endpointinput.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 endpointInputProperty: sagemaker_mixins.CfnDataQualityJobDefinitionPropsMixin.EndpointInputProperty = {
  endpointName: 'endpointName',
  excludeFeaturesAttribute: 'excludeFeaturesAttribute',
  localPath: 'localPath',
  s3DataDistributionType: 's3DataDistributionType',
  s3InputMode: 's3InputMode',
};

Properties

NameTypeDescription
endpointName?stringAn endpoint in customer's account which has enabled DataCaptureConfig enabled.
excludeFeaturesAttribute?stringThe attributes of the input data to exclude from the analysis.
localPath?stringPath to the filesystem where the endpoint data is available to the container.
s3DataDistributionType?stringWhether input data distributed in Amazon S3 is fully replicated or sharded by an Amazon S3 key.
s3InputMode?stringWhether the Pipe or File is used as the input mode for transferring data for the monitoring job.

endpointName?

Type: string (optional)

An endpoint in customer's account which has enabled DataCaptureConfig enabled.

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

excludeFeaturesAttribute?

Type: string (optional)

The attributes of the input data to exclude from the analysis.

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

localPath?

Type: string (optional)

Path to the filesystem where the endpoint data is available to the container.

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

s3DataDistributionType?

Type: string (optional)

Whether input data distributed in Amazon S3 is fully replicated or sharded by an Amazon S3 key.

Defaults to FullyReplicated

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-endpointinput.html#cfn-sagemaker-dataqualityjobdefinition-endpointinput-s3datadistributiontype

s3InputMode?

Type: string (optional)

Whether the Pipe or File is used as the input mode for transferring data for the monitoring job.

Pipe mode is recommended for large datasets. File mode is useful for small files that fit in memory. Defaults to File .

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-endpointinput.html#cfn-sagemaker-dataqualityjobdefinition-endpointinput-s3inputmode

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