You are viewing documentation for version 3 of the AWS SDK for Ruby. Version 2 documentation can be found here.

Class: Aws::SageMaker::Types::TransformS3DataSource

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Note:

When making an API call, you may pass TransformS3DataSource data as a hash:

{
  s3_data_type: "ManifestFile", # required, accepts ManifestFile, S3Prefix, AugmentedManifestFile
  s3_uri: "S3Uri", # required
}

Describes the S3 data source.

Instance Attribute Summary collapse

Instance Attribute Details

#s3_data_typeString

If you choose S3Prefix, S3Uri identifies a key name prefix. Amazon SageMaker uses all objects with the specified key name prefix for batch transform.

If you choose ManifestFile, S3Uri identifies an object that is a manifest file containing a list of object keys that you want Amazon SageMaker to use for batch transform.

The following values are compatible: ManifestFile, S3Prefix

The following value is not compatible: AugmentedManifestFile

Returns:

  • (String)


11993
11994
11995
11996
11997
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11993

class TransformS3DataSource < Struct.new(
  :s3_data_type,
  :s3_uri)
  include Aws::Structure
end

#s3_uriString

Depending on the value specified for the S3DataType, identifies either a key name prefix or a manifest. For example:

  • A key name prefix might look like this: s3://bucketname/exampleprefix.

  • A manifest might look like this: s3://bucketname/example.manifest

    The manifest is an S3 object which is a JSON file with the following format:

    [ \{"prefix": "s3://customer_bucket/some/prefix/"\},

    "relative/path/to/custdata-1",

    "relative/path/custdata-2",

    ...

    "relative/path/custdata-N"

    ]

    The preceding JSON matches the following s3Uris:

    s3://customer_bucket/some/prefix/relative/path/to/custdata-1

    s3://customer_bucket/some/prefix/relative/path/custdata-2

    ...

    s3://customer_bucket/some/prefix/relative/path/custdata-N

    The complete set of S3Uris in this manifest constitutes the input data for the channel for this datasource. The object that each S3Uris points to must be readable by the IAM role that Amazon SageMaker uses to perform tasks on your behalf.

Returns:

  • (String)


11993
11994
11995
11996
11997
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11993

class TransformS3DataSource < Struct.new(
  :s3_data_type,
  :s3_uri)
  include Aws::Structure
end