interface EndpointInputProperty

Language	Type name
.NET	Amazon.CDK.AWS.Sagemaker.CfnDataQualityJobDefinition.EndpointInputProperty
Go	github.com/aws/aws-cdk-go/awscdk/v2/awssagemaker#CfnDataQualityJobDefinition_EndpointInputProperty
Java	software.amazon.awscdk.services.sagemaker.CfnDataQualityJobDefinition.EndpointInputProperty
Python	aws_cdk.aws_sagemaker.CfnDataQualityJobDefinition.EndpointInputProperty
TypeScript	aws-cdk-lib » aws_sagemaker » CfnDataQualityJobDefinition » 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 { aws_sagemaker as sagemaker } from 'aws-cdk-lib';
const endpointInputProperty: sagemaker.CfnDataQualityJobDefinition.EndpointInputProperty = {
  endpointName: 'endpointName',
  localPath: 'localPath',

  // the properties below are optional
  excludeFeaturesAttribute: 'excludeFeaturesAttribute',
  s3DataDistributionType: 's3DataDistributionType',
  s3InputMode: 's3InputMode',
};

Properties

Name	Type	Description
endpointName	string	An endpoint in customer's account which has enabled DataCaptureConfig enabled.
localPath	string	Path to the filesystem where the endpoint data is available to the container.
excludeFeaturesAttribute?	string	The attributes of the input data to exclude from the analysis.
s3DataDistributionType?	string	Whether input data distributed in Amazon S3 is fully replicated or sharded by an Amazon S3 key.
s3InputMode?	string	Whether the Pipe or File is used as the input mode for transferring data for the monitoring job.

---

endpointName

Type: string

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

---

localPath

Type: string

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

---

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

---

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