ProtobufConverter

Value Members

1. final def !=(arg0: Any): Boolean

   

   Definition Classes

   AnyRef → Any

2. final def ##(): Int

   

   Definition Classes

   AnyRef → Any

3. final def ==(arg0: Any): Boolean

   

   Definition Classes

   AnyRef → Any

4. val ValuesIdentifierString: String

   

   Certain first-party algorithms (like K-Means, PCA, and LinearLearner) on Amazon SageMaker expect each Amazon Record protobuf message to contain a "features" map with key "values" that encodes the example's features vector.

5. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

6. def byteArrayToProtobuf(byteArray: Array[Byte]): Record

   

   Converts a byte array to a Protobuf Record.

   Converts a byte array to a Protobuf Record.

   byteArray

   byte array to convert to Protobuf Record

   returns

   Protobuf Record from byte array

7. def byteArrayToRecordIOEncodedByteArray(byteArray: Array[Byte]): Array[Byte]

   

   Encodes a byte array in recordIO.

   Encodes a byte array in recordIO.

   byteArray

   Byte array to encode in recordIO

   returns

   RecordIO encoded byte array

   See also

   https://mxnet.incubator.apache.org/architecture/note_data_loading.html for more information on recordIO

8. def clone(): AnyRef

   

   Attributes

   protected[java.lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... )

9. final def eq(arg0: AnyRef): Boolean

   

   Definition Classes

   AnyRef

10. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

11. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

12. final def getClass(): Class[_]

    

    Definition Classes

    AnyRef → Any

13. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

14. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

15. final def ne(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

16. final def notify(): Unit

    

    Definition Classes

    AnyRef

17. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

18. def recordIOByteArrayToProtobufs(byteArray: Array[Byte]): Iterator[Record]

    

    Converts a recordIO encoded byte array of Protobuf records to an iterator of Protobuf Records

    Converts a recordIO encoded byte array of Protobuf records to an iterator of Protobuf Records

    byteArray

    recordIO encoded byte array to convert to Protobuf Record

    returns

    An Iterator over Protobuf Records

    See also

    https://mxnet.incubator.apache.org/architecture/note_data_loading.html for more information on recordIO

19. def rowToProtobuf(row: Row, featuresFieldName: String, labelFieldName: Option[String] = Option.empty): Record

    

    Converts a Row to a SageMaker Protobuf record for training or inference.

    Converts a Row to a SageMaker Protobuf record for training or inference.

    row

    a Row with a column of Doubles for labels and a Vector for features

    featuresFieldName

    index in the row corresponding to the features column

    labelFieldName

    index in the row corresponding to the label column

    returns

    a SageMaker Protobuf record representing the Row

20. final def synchronized[T0](arg0: ⇒ T0): T0

    

    Definition Classes

    AnyRef

21. def toString(): String

    

    Definition Classes

    AnyRef → Any

22. final def wait(): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

23. final def wait(arg0: Long, arg1: Int): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

24. final def wait(arg0: Long): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )