Class CfnModelPackage.TransformInputProperty.Jsii$Proxy

All Implemented Interfaces:
Enclosing interface:

@Stability(Stable) @Internal public static final class CfnModelPackage.TransformInputProperty.Jsii$Proxy extends implements CfnModelPackage.TransformInputProperty
  • Constructor Details

  • Method Details

    • getDataSource

      public final Object getDataSource()
      Description copied from interface: CfnModelPackage.TransformInputProperty
      Describes the location of the channel data, which is, the S3 location of the input data that the model can consume.
      Specified by:
      getDataSource in interface CfnModelPackage.TransformInputProperty
    • getCompressionType

      public final String getCompressionType()
      Description copied from interface: CfnModelPackage.TransformInputProperty
      If your transform data is compressed, specify the compression type.

      Amazon SageMaker automatically decompresses the data for the transform job accordingly. The default value is None .

      Specified by:
      getCompressionType in interface CfnModelPackage.TransformInputProperty
    • getContentType

      public final String getContentType()
      Description copied from interface: CfnModelPackage.TransformInputProperty
      The multipurpose internet mail extension (MIME) type of the data.

      Amazon SageMaker uses the MIME type with each http call to transfer data to the transform job.

      Specified by:
      getContentType in interface CfnModelPackage.TransformInputProperty
    • getSplitType

      public final String getSplitType()
      Description copied from interface: CfnModelPackage.TransformInputProperty
      The method to use to split the transform job's data files into smaller batches.

      Splitting is necessary when the total size of each object is too large to fit in a single request. You can also use data splitting to improve performance by processing multiple concurrent mini-batches. The default value for SplitType is None , which indicates that input data files are not split, and request payloads contain the entire contents of an input object. Set the value of this parameter to Line to split records on a newline character boundary. SplitType also supports a number of record-oriented binary data formats. Currently, the supported record formats are:

      • RecordIO
      • TFRecord

      When splitting is enabled, the size of a mini-batch depends on the values of the BatchStrategy and MaxPayloadInMB parameters. When the value of BatchStrategy is MultiRecord , Amazon SageMaker sends the maximum number of records in each request, up to the MaxPayloadInMB limit. If the value of BatchStrategy is SingleRecord , Amazon SageMaker sends individual records in each request.

      Some data formats represent a record as a binary payload wrapped with extra padding bytes. When splitting is applied to a binary data format, padding is removed if the value of BatchStrategy is set to SingleRecord . Padding is not removed if the value of BatchStrategy is set to MultiRecord .

      For more information about RecordIO , see Create a Dataset Using RecordIO in the MXNet documentation. For more information about TFRecord , see Consuming TFRecord data in the TensorFlow documentation.

      Specified by:
      getSplitType in interface CfnModelPackage.TransformInputProperty
    • $jsii$toJson

      @Internal public com.fasterxml.jackson.databind.JsonNode $jsii$toJson()
      Specified by:
      $jsii$toJson in interface
    • equals

      public final boolean equals(Object o)
      equals in class Object
    • hashCode

      public final int hashCode()
      hashCode in class Object