AssertionDLApproach

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. val annotatorType: AnnotatorType

   

   Definition Classes

   AssertionDLApproach → HasAnnotatorType

6. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

7. val batchSize: IntParam

   

8. def beforeTraining(spark: SparkSession): Unit

   

   Definition Classes

   ApproachWithWordEmbeddings → AnnotatorApproach

9. final def clear(param: Param[_]): AssertionDLApproach.this.type

   

   Definition Classes

   Params

10. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

11. def close(): Unit

    

    Definition Classes

    ApproachWithWordEmbeddings → AutoCloseable

12. final def copy(extra: ParamMap): Estimator[AssertionDLModel]

    

    Definition Classes

    AnnotatorApproach → Estimator → PipelineStage → Params

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

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    Params

15. val description: String

    

    Definition Classes

    AssertionDLApproach → AnnotatorApproach

16. val dropout: FloatParam

    

17. def embeddings: Option[WordEmbeddings]

    

    Definition Classes

    ApproachWithWordEmbeddings

18. val embeddingsFormat: IntParam

    

    Definition Classes

    ApproachWithWordEmbeddings

19. val embeddingsNDims: IntParam

    

    Definition Classes

    ApproachWithWordEmbeddings

20. val end: Param[String]

    

21. val epochs: IntParam

    

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

    

    Definition Classes

    AnyRef

23. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

25. def explainParams(): String

    

    Definition Classes

    Params

26. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

28. def extractTextUdf: UserDefinedFunction

    

29. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

30. final def fit(dataset: Dataset[_]): AssertionDLModel

    

    Definition Classes

    AnnotatorApproach → Estimator

31. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[AssertionDLModel]

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

32. def fit(dataset: Dataset[_], paramMap: ParamMap): AssertionDLModel

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

33. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): AssertionDLModel

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

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

    

    Definition Classes

    Params

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

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

37. final def getInputCols: Array[String]

    
    returns

    input annotations columns currently used

    Definition Classes

    HasInputAnnotationCols

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

    

    Definition Classes

    Params

39. final def getOutputCol: String

    

    Gets annotation column name going to generate

    Gets annotation column name going to generate

    Definition Classes

    HasOutputAnnotationCol

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

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

42. def hasParam(paramName: String): Boolean

    

    Definition Classes

    Params

43. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

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

    

    Attributes

    protected

    Definition Classes

    Logging

45. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

46. final val inputCols: StringArrayParam

    

    columns that contain annotations necessary to run this annotator AnnotatorType is used both as input and output columns if not specified

    columns that contain annotations necessary to run this annotator AnnotatorType is used both as input and output columns if not specified

    Attributes

    protected

    Definition Classes

    HasInputAnnotationCols

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

    

    Definition Classes

    Params

48. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

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

    

    Definition Classes

    Params

50. def isTraceEnabled(): Boolean

    

    Attributes

    protected

    Definition Classes

    Logging

51. val label: Param[String]

    

52. val learningRate: FloatParam

    

53. def log: Logger

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

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    Definition Classes

    Logging

55. def logDebug(msg: ⇒ String): Unit

    

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    protected

    Definition Classes

    Logging

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

    

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    Definition Classes

    Logging

57. def logError(msg: ⇒ String): Unit

    

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    protected

    Definition Classes

    Logging

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

    

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    protected

    Definition Classes

    Logging

59. def logInfo(msg: ⇒ String): Unit

    

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    protected

    Definition Classes

    Logging

60. def logName: String

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

62. def logTrace(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Definition Classes

    AnyRef

66. final def notify(): Unit

    

    Definition Classes

    AnyRef

67. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

68. def onTrained(model: AssertionDLModel, spark: SparkSession): Unit

    

    Definition Classes

    ApproachWithWordEmbeddings → AnnotatorApproach

69. final val outputCol: Param[String]

    

    Attributes

    protected

    Definition Classes

    HasOutputAnnotationCol

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

    

    Definition Classes

    Params

71. val requiredAnnotatorTypes: Array[String]

    

    Annotator reference id.

    Annotator reference id. Used to identify elements in metadata or to refer to this annotator type

    Definition Classes

    AssertionDLApproach → HasInputAnnotationCols

72. def save(path: String): Unit

    

    Definition Classes

    MLWritable

    Annotations

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

73. final def set(paramPair: ParamPair[_]): AssertionDLApproach.this.type

    

    Attributes

    protected

    Definition Classes

    Params

74. final def set(param: String, value: Any): AssertionDLApproach.this.type

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Definition Classes

    Params

76. def setBatchSize(size: Int): AssertionDLApproach.this.type

    

77. final def setDefault(paramPairs: ParamPair[_]*): AssertionDLApproach.this.type

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    Params

79. def setDropout(factor: Float): AssertionDLApproach.this.type

    

80. def setEmbeddingsSource(path: String, nDims: Int, format: String): AssertionDLApproach

    

    Definition Classes

    ApproachWithWordEmbeddings

81. def setEmbeddingsSource(path: String, nDims: Int, format: Format): AssertionDLApproach

    

    Definition Classes

    ApproachWithWordEmbeddings

82. def setEnd(e: String): AssertionDLApproach.this.type

    

83. def setEpochs(number: Int): AssertionDLApproach.this.type

    

84. final def setInputCols(value: String*): AssertionDLApproach.this.type

    

    Definition Classes

    HasInputAnnotationCols

85. final def setInputCols(value: Array[String]): AssertionDLApproach.this.type

    

    Overrides required annotators column if different than default

    Overrides required annotators column if different than default

    Definition Classes

    HasInputAnnotationCols

86. def setLabelCol(label: String): AssertionDLApproach.this.type

    

87. def setLearningRate(rate: Float): AssertionDLApproach.this.type

    

88. final def setOutputCol(value: String): AssertionDLApproach.this.type

    

    Overrides annotation column name when transforming

    Overrides annotation column name when transforming

    Definition Classes

    HasOutputAnnotationCol

89. def setStart(s: String): AssertionDLApproach.this.type

    

90. def setTargetCol(target: String): AssertionDLApproach.this.type

    

91. val sourceEmbeddingsPath: Param[String]

    

    Definition Classes

    ApproachWithWordEmbeddings

92. val start: Param[String]

    

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

    

    Definition Classes

    AnyRef

94. val target: Param[String]

    

95. def toString(): String

    

    Definition Classes

    Identifiable → AnyRef → Any

96. def train(dataset: Dataset[_], recursivePipeline: Option[PipelineModel]): AssertionDLModel

    

    Definition Classes

    AssertionDLApproach → AnnotatorApproach

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

    

    requirement for pipeline transformation validation.

    requirement for pipeline transformation validation. It is called on fit()

    Definition Classes

    AnnotatorApproach → PipelineStage

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

    

    Attributes

    protected

    Definition Classes

    PipelineStage

    Annotations

    @DeveloperApi()

99. val uid: String

    

    Definition Classes

    AssertionDLApproach → Identifiable

100. def validate(schema: StructType): Boolean

     

     takes a Dataset and checks to see if all the required annotation types are present.

     takes a Dataset and checks to see if all the required annotation types are present.

     schema

     to be validated

     returns

     True if all the required types are present, else false

     Attributes

     protected

     Definition Classes

     HasInputAnnotationCols

101. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

104. def write: MLWriter

     

     Definition Classes

     DefaultParamsWritable → MLWritable