software.amazon.awssdk.services.sagemaker.model

Interface TransformS3DataSource.Builder

All Superinterfaces:

Buildable, CopyableBuilder<TransformS3DataSource.Builder,TransformS3DataSource>, SdkBuilder<TransformS3DataSource.Builder,TransformS3DataSource>, SdkPojo

Enclosing class:

TransformS3DataSource

public static interface TransformS3DataSource.Builder
extends SdkPojo, CopyableBuilder<TransformS3DataSource.Builder,TransformS3DataSource>

Method Summary

Modifier and Type	Method and Description
TransformS3DataSource.Builder	s3DataType(S3DataType s3DataType) If you choose S3Prefix, S3Uri identifies a key name prefix.
TransformS3DataSource.Builder	s3DataType(String s3DataType) If you choose S3Prefix, S3Uri identifies a key name prefix.
TransformS3DataSource.Builder	s3Uri(String s3Uri) Depending on the value specified for the S3DataType, identifies either a key name prefix or a manifest.

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

sdkFields

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Method Detail

s3DataType

TransformS3DataSource.Builder s3DataType(String 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.

Parameters:

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.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

S3DataType, S3DataType

s3DataType

TransformS3DataSource.Builder s3DataType(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.

Parameters:

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.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

S3DataType, S3DataType

s3Uri

TransformS3DataSource.Builder s3Uri(String 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",

  ...

  ]

  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-1

  ...

  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.

Parameters:

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",

  ...

  ]

  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-1

  ...

  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:

Returns a reference to this object so that method calls can be chained together.