Struct aws_sdk_sagemaker::model::transform_s3_data_source::Builder [−][src]
#[non_exhaustive]pub struct Builder { /* fields omitted */ }
Expand description
A builder for TransformS3DataSource
Implementations
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
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
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 eachS3Uris
points to must be readable by the IAM role that Amazon SageMaker uses to perform tasks on your behalf.
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 eachS3Uris
points to must be readable by the IAM role that Amazon SageMaker uses to perform tasks on your behalf.
Consumes the builder and constructs a TransformS3DataSource
Trait Implementations
Auto Trait Implementations
impl RefUnwindSafe for Builder
impl UnwindSafe for Builder
Blanket Implementations
Mutably borrows from an owned value. Read more
Attaches the provided Subscriber
to this type, returning a
WithDispatch
wrapper. Read more
Attaches the current default Subscriber
to this type, returning a
WithDispatch
wrapper. Read more