Class/Object

com.johnsnowlabs.nlp.annotators.assertion.dl

AssertionDLModel

Related Docs: object AssertionDLModel | package dl

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class AssertionDLModel extends AnnotatorModel[AssertionDLModel] with WriteTensorflowModel with HasStorageRef with ParamsAndFeaturesWritable with Licensed

Linear Supertypes
Licensed, HasStorageRef, WriteTensorflowModel, AnnotatorModel[AssertionDLModel], CanBeLazy, RawAnnotator[AssertionDLModel], HasOutputAnnotationCol, HasInputAnnotationCols, HasOutputAnnotatorType, ParamsAndFeaturesWritable, HasFeatures, DefaultParamsWritable, MLWritable, Model[AssertionDLModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. AssertionDLModel
  2. Licensed
  3. HasStorageRef
  4. WriteTensorflowModel
  5. AnnotatorModel
  6. CanBeLazy
  7. RawAnnotator
  8. HasOutputAnnotationCol
  9. HasInputAnnotationCols
  10. HasOutputAnnotatorType
  11. ParamsAndFeaturesWritable
  12. HasFeatures
  13. DefaultParamsWritable
  14. MLWritable
  15. Model
  16. Transformer
  17. PipelineStage
  18. Logging
  19. Params
  20. Serializable
  21. Serializable
  22. Identifiable
  23. AnyRef
  24. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new AssertionDLModel()

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  2. new AssertionDLModel(uid: String)

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Type Members

  1. type AnnotationContent = Seq[Row]

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  2. type AnnotatorType = String

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    Definition Classes
    HasOutputAnnotatorType

Value Members

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

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params
  4. def $$[T](feature: StructFeature[T]): T

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    Attributes
    protected
    Definition Classes
    HasFeatures
  5. def $$[K, V](feature: MapFeature[K, V]): Map[K, V]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  6. def $$[T](feature: SetFeature[T]): Set[T]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  7. def $$[T](feature: ArrayFeature[T]): Array[T]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  8. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  9. def _transform(dataset: Dataset[_], recursivePipeline: Option[PipelineModel]): DataFrame

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  10. def afterAnnotate(dataset: DataFrame): DataFrame

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  11. def annotate(annotations: Seq[Annotation]): Seq[Annotation]

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    Definition Classes
    AssertionDLModel → AnnotatorModel
  12. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  13. val batchSize: IntParam

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  14. def beforeAnnotate(dataset: Dataset[_]): Dataset[_]

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    Attributes
    protected
    Definition Classes
    AssertionDLModel → AnnotatorModel
  15. final def checkSchema(schema: StructType, inputAnnotatorType: String): Boolean

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  16. final def clear(param: Param[_]): AssertionDLModel.this.type

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    Definition Classes
    Params
  17. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  18. val configProtoBytes: IntArrayParam

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  19. def copy(extra: ParamMap): AssertionDLModel

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    requirement for annotators copies

    requirement for annotators copies

    Definition Classes
    AssertionDLModel → RawAnnotator → Model → Transformer → PipelineStage → Params
  20. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  21. def createDatabaseConnection(database: Name): RocksDBConnection

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    Definition Classes
    HasStorageRef
  22. val datasetParams: StructFeature[DatasetEncoderParams]

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

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    Attributes
    protected
    Definition Classes
    Params
  24. def dfAnnotate: UserDefinedFunction

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  25. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  26. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  27. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  28. def explainParams(): String

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    Definition Classes
    Params
  29. def extraValidate(structType: StructType): Boolean

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  30. def extraValidateMsg: String

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  31. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  32. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  33. val features: ArrayBuffer[Feature[_, _, _]]

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    Definition Classes
    HasFeatures
  34. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  35. def get[T](feature: StructFeature[T]): Option[T]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  36. def get[K, V](feature: MapFeature[K, V]): Option[Map[K, V]]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  37. def get[T](feature: SetFeature[T]): Option[Set[T]]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  38. def get[T](feature: ArrayFeature[T]): Option[Array[T]]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  39. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  40. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  41. def getConfigProtoBytes: Option[Array[Byte]]

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

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    Definition Classes
    Params
  43. def getInputCols: Array[String]

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    Definition Classes
    HasInputAnnotationCols
  44. def getLazyAnnotator: Boolean

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    Definition Classes
    CanBeLazy
  45. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  46. final def getOutputCol: String

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    Definition Classes
    HasOutputAnnotationCol
  47. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  48. def getStorageRef: String

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    Definition Classes
    HasStorageRef
  49. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  50. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  51. def hasParent: Boolean

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    Definition Classes
    Model
  52. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  53. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  54. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  55. val inputAnnotatorTypes: Array[String]

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    Definition Classes
    AssertionDLModel → HasInputAnnotationCols
  56. final val inputCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  57. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  58. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  59. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  60. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  61. val lazyAnnotator: BooleanParam

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    Definition Classes
    CanBeLazy
  62. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  63. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  64. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  65. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  66. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  67. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  68. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  69. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging
  70. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  71. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  72. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  73. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  74. val maxSentLen: IntParam

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  75. def model: TensorflowAssertion

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  76. def msgHelper(schema: StructType): String

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  77. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  78. final def notify(): Unit

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    Definition Classes
    AnyRef
  79. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  80. def onWrite(path: String, spark: SparkSession): Unit

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    Definition Classes
    AssertionDLModel → ParamsAndFeaturesWritable
  81. val outputAnnotatorType: AnnotatorType

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    Definition Classes
    AssertionDLModel → HasOutputAnnotatorType
  82. final val outputCol: Param[String]

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    Attributes
    protected
    Definition Classes
    HasOutputAnnotationCol
  83. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  84. var parent: Estimator[AssertionDLModel]

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    Definition Classes
    Model
  85. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  86. def set[T](feature: StructFeature[T], value: T): AssertionDLModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  87. def set[K, V](feature: MapFeature[K, V], value: Map[K, V]): AssertionDLModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  88. def set[T](feature: SetFeature[T], value: Set[T]): AssertionDLModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  89. def set[T](feature: ArrayFeature[T], value: Array[T]): AssertionDLModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  90. final def set(paramPair: ParamPair[_]): AssertionDLModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  91. final def set(param: String, value: Any): AssertionDLModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  92. final def set[T](param: Param[T], value: T): AssertionDLModel.this.type

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    Definition Classes
    Params
  93. def setBatchSize(size: Int): AssertionDLModel.this.type

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  94. def setConfigProtoBytes(bytes: Array[Int]): AssertionDLModel

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  95. def setDatasetParams(params: DatasetEncoderParams): AssertionDLModel

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  96. def setDefault[T](feature: StructFeature[T], value: () ⇒ T): AssertionDLModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  97. def setDefault[K, V](feature: MapFeature[K, V], value: () ⇒ Map[K, V]): AssertionDLModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  98. def setDefault[T](feature: SetFeature[T], value: () ⇒ Set[T]): AssertionDLModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  99. def setDefault[T](feature: ArrayFeature[T], value: () ⇒ Array[T]): AssertionDLModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  100. final def setDefault(paramPairs: ParamPair[_]*): AssertionDLModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  101. final def setDefault[T](param: Param[T], value: T): AssertionDLModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  102. final def setInputCols(value: String*): AssertionDLModel.this.type

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    Definition Classes
    HasInputAnnotationCols
  103. final def setInputCols(value: Array[String]): AssertionDLModel.this.type

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    Definition Classes
    HasInputAnnotationCols
  104. def setLazyAnnotator(value: Boolean): AssertionDLModel.this.type

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    Definition Classes
    CanBeLazy
  105. def setMaxSentLen(len: Int): AssertionDLModel.this.type

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  106. final def setOutputCol(value: String): AssertionDLModel.this.type

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    Definition Classes
    HasOutputAnnotationCol
  107. def setParent(parent: Estimator[AssertionDLModel]): AssertionDLModel

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    Definition Classes
    Model
  108. def setStorageRef(value: String): AssertionDLModel.this.type

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    Definition Classes
    HasStorageRef
  109. def setTensorflow(tf: TensorflowWrapper): AssertionDLModel

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  110. val storageRef: Param[String]

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    Definition Classes
    HasStorageRef
  111. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  112. var tensorflow: TensorflowWrapper

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  113. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  114. final def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    AnnotatorModel → Transformer
  115. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  116. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  117. final def transformSchema(schema: StructType): StructType

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    Definition Classes
    RawAnnotator → PipelineStage
  118. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  119. val uid: String

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    Definition Classes
    AssertionDLModel → Identifiable
  120. def validate(schema: StructType): Boolean

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  121. def validateStorageRef(dataset: Dataset[_], inputCols: Array[String], annotatorType: String): Unit

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    Definition Classes
    HasStorageRef
  122. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  123. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  124. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  125. def wrapColumnMetadata(col: Column): Column

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  126. def write: MLWriter

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    Definition Classes
    ParamsAndFeaturesWritable → DefaultParamsWritable → MLWritable
  127. def writeTensorflowHub(path: String, tfPath: String, spark: SparkSession, suffix: String): Unit

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    Definition Classes
    WriteTensorflowModel
  128. def writeTensorflowModel(path: String, spark: SparkSession, tensorflow: TensorflowWrapper, suffix: String, filename: String, configProtoBytes: Option[Array[Byte]]): Unit

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    Definition Classes
    WriteTensorflowModel

Inherited from Licensed

Inherited from HasStorageRef

Inherited from WriteTensorflowModel

Inherited from AnnotatorModel[AssertionDLModel]

Inherited from CanBeLazy

Inherited from RawAnnotator[AssertionDLModel]

Inherited from HasOutputAnnotationCol

Inherited from HasInputAnnotationCols

Inherited from HasOutputAnnotatorType

Inherited from ParamsAndFeaturesWritable

Inherited from HasFeatures

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Model[AssertionDLModel]

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped