AWS::SageMaker::MonitoringSchedule EndpointInput

Input object for the endpoint

Syntax

To declare this entity in your AWS CloudFormation template, use the following syntax:

JSON

{
  "EndpointName" : String,
  "ExcludeFeaturesAttribute" : String,
  "LocalPath" : String,
  "S3DataDistributionType" : String,
  "S3InputMode" : String
}

YAML

  EndpointName: String
  ExcludeFeaturesAttribute: String
  LocalPath: String
  S3DataDistributionType: String
  S3InputMode: String

Properties

EndpointName

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

Required: Yes

Type: String

Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9])*

Maximum: 63

Update requires: No interruption

ExcludeFeaturesAttribute

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

Required: No

Type: String

Maximum: 100

Update requires: No interruption

LocalPath

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

Required: Yes

Type: String

Pattern: .*

Maximum: 256

Update requires: No interruption

S3DataDistributionType

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

Required: No

Type: String

Allowed values: FullyReplicated | ShardedByS3Key

Update requires: No interruption

S3InputMode

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.

Required: No

Type: String

Allowed values: Pipe | File

Update requires: No interruption