AutoMlOutputDatasetTransformer

Value Members

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

   

   Definition Classes

   AnyRef → Any

2. final def ##(): Int

   

   Definition Classes

   AnyRef → Any

3. final def $[T](param: Param[T]): T

   

   Attributes

   protected

   Definition Classes

   Params

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

   

   Definition Classes

   AnyRef → Any

5. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

6. final val automlInternalId: Param[String]

   

   Definition Classes

   HasAutoMlIdColumn

7. final def clear(param: Param[_]): AutoMlOutputDatasetTransformer.this.type

   

   Definition Classes

   Params

8. def clone(): AnyRef

   

   Attributes

   protected[java.lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... )

9. def copy(extra: ParamMap): AutoMlOutputDatasetTransformer

   

   Definition Classes

   AutoMlOutputDatasetTransformer → Transformer → PipelineStage → Params

10. def copyValues[T <: Params](to: T, extra: ParamMap): T

    

    Attributes

    protected

    Definition Classes

    Params

11. final def defaultCopy[T <: Params](extra: ParamMap): T

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Definition Classes

    AnyRef

13. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

14. def explainParam(param: Param[_]): String

    

    Definition Classes

    Params

15. def explainParams(): String

    

    Definition Classes

    Params

16. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

17. final def extractParamMap(extra: ParamMap): ParamMap

    

    Definition Classes

    Params

18. final val featureColumns: StringArrayParam

    

    Definition Classes

    HasFeaturesColumns

19. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

20. final def get[T](param: Param[T]): Option[T]

    

    Definition Classes

    Params

21. def getAutomlInternalId: String

    

    Definition Classes

    HasAutoMlIdColumn

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

    

    Definition Classes

    AnyRef → Any

23. def getDebugEnabled: Boolean

    

    Definition Classes

    HasDebug

24. final def getDefault[T](param: Param[T]): Option[T]

    

    Definition Classes

    Params

25. def getFeatureColumns: Array[String]

    

    Definition Classes

    HasFeaturesColumns

26. def getLabelColumn: String

    

    Definition Classes

    HasLabelColumn

27. final def getOrDefault[T](param: Param[T]): T

    

    Definition Classes

    Params

28. def getParam(paramName: String): Param[Any]

    

    Definition Classes

    Params

29. def getPipelineId: String

    

    Definition Classes

    HasPipelineId

30. def getTempViewOriginalDatasetName: String

    

31. final def hasDefault[T](param: Param[T]): Boolean

    

    Definition Classes

    Params

32. def hasParam(paramName: String): Boolean

    

    Definition Classes

    Params

33. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

34. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    

    Attributes

    protected

    Definition Classes

    Logging

35. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

36. final val isDebugEnabled: BooleanParam

    

    Definition Classes

    HasDebug

37. final def isDefined(param: Param[_]): Boolean

    

    Definition Classes

    Params

38. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

39. final def isSet(param: Param[_]): Boolean

    

    Definition Classes

    Params

40. def isTraceEnabled(): Boolean

    

    Attributes

    protected

    Definition Classes

    Logging

41. final val labelColumn: Param[String]

    

    Definition Classes

    HasLabelColumn

42. def log: Logger

    

    Attributes

    protected

    Definition Classes

    Logging

43. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

44. def logDebug(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

45. def logError(msg: ⇒ String, throwable: Throwable): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

46. def logError(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

47. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

48. def logInfo(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

49. def logName: String

    

    Attributes

    protected

    Definition Classes

    Logging

50. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

51. def logTrace(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

52. def logTransformation(inputDataset: Dataset[_], outputDataset: Dataset[_], stageExecutionTime: Long): Unit

    

    Definition Classes

    HasDebug

53. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

54. def logWarning(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Definition Classes

    AnyRef

56. final def notify(): Unit

    

    Definition Classes

    AnyRef

57. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

58. lazy val params: Array[Param[_]]

    

    Definition Classes

    Params

59. final val pipelineId: Param[String]

    

    Definition Classes

    HasPipelineId

60. def save(path: String): Unit

    

    Definition Classes

    MLWritable

    Annotations

    @Since( "1.6.0" ) @throws( ... )

61. final def set(paramPair: ParamPair[_]): AutoMlOutputDatasetTransformer.this.type

    

    Attributes

    protected

    Definition Classes

    Params

62. final def set(param: String, value: Any): AutoMlOutputDatasetTransformer.this.type

    

    Attributes

    protected

    Definition Classes

    Params

63. final def set[T](param: Param[T], value: T): AutoMlOutputDatasetTransformer.this.type

    

    Definition Classes

    Params

64. def setAutomlInternalId(value: String): AutoMlOutputDatasetTransformer.this.type

    

    Definition Classes

    HasAutoMlIdColumn

65. def setDebugEnabled(value: Boolean): AutoMlOutputDatasetTransformer.this.type

    

    Definition Classes

    HasDebug

66. final def setDefault(paramPairs: ParamPair[_]*): AutoMlOutputDatasetTransformer.this.type

    

    Attributes

    protected

    Definition Classes

    Params

67. final def setDefault[T](param: Param[T], value: T): AutoMlOutputDatasetTransformer.this.type

    

    Attributes

    protected

    Definition Classes

    Params

68. def setFeatureColumns(value: Array[String]): AutoMlOutputDatasetTransformer.this.type

    

    Definition Classes

    HasFeaturesColumns

69. def setLabelColumn(value: String): AutoMlOutputDatasetTransformer.this.type

    

    Definition Classes

    HasLabelColumn

70. def setPipelineId(value: String): AutoMlOutputDatasetTransformer.this.type

    

    Definition Classes

    HasPipelineId

71. def setTempViewOriginalDatasetName(value: String): AutoMlOutputDatasetTransformer.this.type

    

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

    

    Definition Classes

    AnyRef

73. final val tempViewOriginalDatasetName: Param[String]

    

74. def toString(): String

    

    Definition Classes

    Identifiable → AnyRef → Any

75. final def transform(dataset: Dataset[_]): DataFrame

    

    Final overridden method that cannot be modified by AutoML transformers

    Final overridden method that cannot be modified by AutoML transformers

    returns

    Transformed DataFrame DataFrame

    Definition Classes

    AbstractTransformer → Transformer

76. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

    

    Definition Classes

    Transformer

    Annotations

    @Since( "2.0.0" )

77. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

    

    Definition Classes

    Transformer

    Annotations

    @Since( "2.0.0" ) @varargs()

78. def transformInternal(dataset: Dataset[_]): DataFrame

    

    Abstract Method to be implemented by all AutoML transformers

    Abstract Method to be implemented by all AutoML transformers

    returns

    transformed output DataFrame

    Definition Classes

    AutoMlOutputDatasetTransformer → AbstractTransformer

79. final def transformSchema(schema: StructType): StructType

    

    Final overridden method that cannot be modified by AutoML transformers

    Final overridden method that cannot be modified by AutoML transformers

    returns

    Transformed Schema StructType

    Definition Classes

    AbstractTransformer → PipelineStage

80. def transformSchema(schema: StructType, logging: Boolean): StructType

    

    Attributes

    protected

    Definition Classes

    PipelineStage

    Annotations

    @DeveloperApi()

81. def transformSchemaInternal(schema: StructType): StructType

    

    Abstract Method to be implemented by all AutoML transformers

    Abstract Method to be implemented by all AutoML transformers

    returns

    schema of new output DataFrame StructType

    Definition Classes

    AutoMlOutputDatasetTransformer → AbstractTransformer

82. val uid: String

    

    Definition Classes

    AutoMlOutputDatasetTransformer → Identifiable

83. final def wait(): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

86. def write: MLWriter

    

    Definition Classes

    DefaultParamsWritable → MLWritable