Package software.amazon.awssdk.services.sagemaker.model

Interface TransformS3DataSource.Builder

    • 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.

        The following values are compatible: ManifestFile, S3Prefix

        The following value is not compatible: AugmentedManifestFile

        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.

        The following values are compatible: ManifestFile, S3Prefix

        The following value is not compatible: AugmentedManifestFile

        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.

        The following values are compatible: ManifestFile, S3Prefix

        The following value is not compatible: AugmentedManifestFile

        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.

        The following values are compatible: ManifestFile, S3Prefix

        The following value is not compatible: AugmentedManifestFile

        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",

          ...

          "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.

        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",

          ...

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