AWS::SageMaker::ModelExplainabilityJobDefinition BatchTransformInput

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Input object for the batch transform job.

Syntax

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

JSON

{
  "DataCapturedDestinationS3Uri" : String,
  "DatasetFormat" : DatasetFormat,
  "FeaturesAttribute" : String,
  "InferenceAttribute" : String,
  "LocalPath" : String,
  "ProbabilityAttribute" : String,
  "S3DataDistributionType" : String,
  "S3InputMode" : String
}

YAML

  DataCapturedDestinationS3Uri: String
  DatasetFormat: 
    DatasetFormat
  FeaturesAttribute: String
  InferenceAttribute: String
  LocalPath: String
  ProbabilityAttribute: String
  S3DataDistributionType: String
  S3InputMode: String

Properties

DataCapturedDestinationS3Uri

The Amazon S3 location being used to capture the data.

Required: Yes

Type: String

Pattern: ^(https|s3)://([^/]+)/?(.*)$

Maximum: 512

Update requires: Replacement

DatasetFormat

The dataset format for your batch transform job.

Required: Yes

Type: DatasetFormat

Update requires: Replacement

FeaturesAttribute

The attributes of the input data that are the input features.

Required: No

Type: String

Maximum: 256

Update requires: Replacement

InferenceAttribute

The attribute of the input data that represents the ground truth label.

Required: No

Type: String

Maximum: 256

Update requires: Replacement

LocalPath

Path to the filesystem where the batch transform data is available to the container.

Required: Yes

Type: String

Pattern: .*

Maximum: 256

Update requires: Replacement

ProbabilityAttribute

In a classification problem, the attribute that represents the class probability.

Required: No

Type: String

Maximum: 256

Update requires: Replacement

S3DataDistributionType

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

Required: No

Type: String

Allowed values: FullyReplicated | ShardedByS3Key

Update requires: Replacement

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: Replacement