Copyright	(c) 2013-2021 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay <brendan.g.hay+amazonka@gmail.com>
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	None

Amazonka.SageMaker.Types.TransformS3DataSource

Description

Synopsis

data TransformS3DataSource = TransformS3DataSource' {
- s3DataType :: S3DataType
- s3Uri :: Text
}
newTransformS3DataSource :: S3DataType -> Text -> TransformS3DataSource
transformS3DataSource_s3DataType :: Lens' TransformS3DataSource S3DataType
transformS3DataSource_s3Uri :: Lens' TransformS3DataSource Text

Documentation

data TransformS3DataSource Source #

Describes the S3 data source.

See: newTransformS3DataSource smart constructor.

Constructors

TransformS3DataSource'

Fields

s3DataType :: S3DataType
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
s3Uri :: Text
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.

Instances

Instances details

Eq TransformS3DataSource Source #
Instance details Defined in Amazonka.SageMaker.Types.TransformS3DataSource Methods (==) :: TransformS3DataSource -> TransformS3DataSource -> Bool # (/=) :: TransformS3DataSource -> TransformS3DataSource -> Bool #
Read TransformS3DataSource Source #
Instance details Defined in Amazonka.SageMaker.Types.TransformS3DataSource Methods readsPrec :: Int -> ReadS TransformS3DataSource # readList :: ReadS [TransformS3DataSource] # readPrec :: ReadPrec TransformS3DataSource # readListPrec :: ReadPrec [TransformS3DataSource] #
Show TransformS3DataSource Source #
Instance details Defined in Amazonka.SageMaker.Types.TransformS3DataSource Methods showsPrec :: Int -> TransformS3DataSource -> ShowS # show :: TransformS3DataSource -> String # showList :: [TransformS3DataSource] -> ShowS #
Generic TransformS3DataSource Source #
Instance details Defined in Amazonka.SageMaker.Types.TransformS3DataSource Associated Types type Rep TransformS3DataSource :: Type -> Type # Methods from :: TransformS3DataSource -> Rep TransformS3DataSource x # to :: Rep TransformS3DataSource x -> TransformS3DataSource #
NFData TransformS3DataSource Source #
Instance details Defined in Amazonka.SageMaker.Types.TransformS3DataSource Methods rnf :: TransformS3DataSource -> () #
Hashable TransformS3DataSource Source #
Instance details Defined in Amazonka.SageMaker.Types.TransformS3DataSource Methods hashWithSalt :: Int -> TransformS3DataSource -> Int # hash :: TransformS3DataSource -> Int #
ToJSON TransformS3DataSource Source #
Instance details Defined in Amazonka.SageMaker.Types.TransformS3DataSource Methods toJSON :: TransformS3DataSource -> Value # toEncoding :: TransformS3DataSource -> Encoding # toJSONList :: [TransformS3DataSource] -> Value # toEncodingList :: [TransformS3DataSource] -> Encoding #
FromJSON TransformS3DataSource Source #
Instance details Defined in Amazonka.SageMaker.Types.TransformS3DataSource Methods parseJSON :: Value -> Parser TransformS3DataSource # parseJSONList :: Value -> Parser [TransformS3DataSource] #
type Rep TransformS3DataSource Source #
Instance details Defined in Amazonka.SageMaker.Types.TransformS3DataSource type Rep TransformS3DataSource = D1 ('MetaData "TransformS3DataSource" "Amazonka.SageMaker.Types.TransformS3DataSource" "libZSservicesZSamazonka-sagemakerZSamazonka-sagemaker" 'False) (C1 ('MetaCons "TransformS3DataSource'" 'PrefixI 'True) (S1 ('MetaSel ('Just "s3DataType") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 S3DataType) :*: S1 ('MetaSel ('Just "s3Uri") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text)))

newTransformS3DataSource Source #

Arguments

:: S3DataType	`$sel:s3DataType:TransformS3DataSource'`
-> Text	`$sel:s3Uri:TransformS3DataSource'`
-> TransformS3DataSource

Create a value of TransformS3DataSource with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

$sel:s3DataType:TransformS3DataSource', transformS3DataSource_s3DataType - 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

$sel:s3Uri:TransformS3DataSource', transformS3DataSource_s3Uri - 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.

transformS3DataSource_s3DataType :: Lens' TransformS3DataSource S3DataType Source #

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

transformS3DataSource_s3Uri :: Lens' TransformS3DataSource Text Source #

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.