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. val classes: IntParam

   

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

    

    Definition Classes

    Params

11. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

12. def close(): Unit

    

    Definition Classes

    ApproachWithWordEmbeddings → AutoCloseable

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

    

    Definition Classes

    AnnotatorApproach → Estimator → PipelineStage → Params

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

    

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    protected

    Definition Classes

    Params

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

    

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    protected

    Definition Classes

    Params

16. val description: String

    

    Definition Classes

    AssertionDLApproach → AnnotatorApproach

17. val dropout: FloatParam

    

18. def embeddings: Option[WordEmbeddings]

    

    Definition Classes

    ApproachWithWordEmbeddings

19. val embeddingsFormat: IntParam

    

    Definition Classes

    ApproachWithWordEmbeddings

20. val embeddingsNDims: IntParam

    

    Definition Classes

    ApproachWithWordEmbeddings

21. val end: Param[String]

    

22. val epochs: IntParam

    

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

    

    Definition Classes

    AnyRef

24. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

26. def explainParams(): String

    

    Definition Classes

    Params

27. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

29. def extractTextUdf: UserDefinedFunction

    

30. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    

    Definition Classes

    AnnotatorApproach → Estimator

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

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

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

    

    Definition Classes

    Params

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

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

38. final def getInputCols: Array[String]

    
    returns

    input annotations columns currently used

    Definition Classes

    HasInputAnnotationCols

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

    

    Definition Classes

    Params

40. final def getOutputCol: String

    

    Gets annotation column name going to generate

    Gets annotation column name going to generate

    Definition Classes

    HasOutputAnnotationCol

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

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

43. def hasParam(paramName: String): Boolean

    

    Definition Classes

    Params

44. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

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

    

    Attributes

    protected

    Definition Classes

    Logging

46. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

47. 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

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

    

    Definition Classes

    Params

49. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

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

    

    Definition Classes

    Params

51. def isTraceEnabled(): Boolean

    

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    protected

    Definition Classes

    Logging

52. val label: Param[String]

    

53. val learningRate: FloatParam

    

54. def log: Logger

    

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    protected

    Definition Classes

    Logging

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

    

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    protected

    Definition Classes

    Logging

56. def logDebug(msg: ⇒ String): Unit

    

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    Definition Classes

    Logging

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

    

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    protected

    Definition Classes

    Logging

58. def logError(msg: ⇒ String): Unit

    

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    protected

    Definition Classes

    Logging

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

    

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    protected

    Definition Classes

    Logging

60. def logInfo(msg: ⇒ String): Unit

    

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    protected

    Definition Classes

    Logging

61. def logName: String

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

63. def logTrace(msg: ⇒ String): Unit

    

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    protected

    Definition Classes

    Logging

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

    

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    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Definition Classes

    AnyRef

67. final def notify(): Unit

    

    Definition Classes

    AnyRef

68. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

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

    

    Definition Classes

    ApproachWithWordEmbeddings → AnnotatorApproach

70. final val outputCol: Param[String]

    

    Attributes

    protected

    Definition Classes

    HasOutputAnnotationCol

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

    

    Definition Classes

    Params

72. 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

73. def save(path: String): Unit

    

    Definition Classes

    MLWritable

    Annotations

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

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

    

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    protected

    Definition Classes

    Params

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

    

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    protected

    Definition Classes

    Params

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

    

    Definition Classes

    Params

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

    

78. def setClasses(k: Int): AssertionDLApproach.this.type

    

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

    

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    protected

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    Params

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

    

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

    

    Definition Classes

    ApproachWithWordEmbeddings

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

    

    Definition Classes

    ApproachWithWordEmbeddings

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

    

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

    

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

    

    Definition Classes

    HasInputAnnotationCols

87. 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

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

    

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

    

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

    

    Overrides annotation column name when transforming

    Overrides annotation column name when transforming

    Definition Classes

    HasOutputAnnotationCol

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

    

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

    

93. val sourceEmbeddingsPath: Param[String]

    

    Definition Classes

    ApproachWithWordEmbeddings

94. val start: Param[String]

    

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

    

    Definition Classes

    AnyRef

96. val target: Param[String]

    

97. def toString(): String

    

    Definition Classes

    Identifiable → AnyRef → Any

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

    

    Definition Classes

    AssertionDLApproach → AnnotatorApproach

99. 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

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

101. val uid: String

     

     Definition Classes

     AssertionDLApproach → Identifiable

102. 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

103. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

106. def write: MLWriter

     

     Definition Classes

     DefaultParamsWritable → MLWritable