class BigChunkEntityResolverModel extends AnnotatorModel[BigChunkEntityResolverModel] with HasStorageModel with HasEmbeddingsProperties with Licensed with HasSimpleAnnotate[BigChunkEntityResolverModel]

This class is deprecated. Please use ChunkEntityResolverModel instead.

Annotations
@deprecated
Deprecated

(Since version ) BigChunkEntityResolverModel is deprecated and will not be supported in the future. Please use ChunkEntityResolverModel instead.

Linear Supertypes
HasSimpleAnnotate[BigChunkEntityResolverModel], Licensed, HasEmbeddingsProperties, HasStorageModel, HasExcludableStorage, HasStorageReader, HasCaseSensitiveProperties, HasStorageRef, AnnotatorModel[BigChunkEntityResolverModel], CanBeLazy, RawAnnotator[BigChunkEntityResolverModel], HasOutputAnnotationCol, HasInputAnnotationCols, HasOutputAnnotatorType, ParamsAndFeaturesWritable, HasFeatures, DefaultParamsWritable, MLWritable, Model[BigChunkEntityResolverModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Grouped
  2. Alphabetic
  3. By Inheritance
Inherited
  1. BigChunkEntityResolverModel
  2. HasSimpleAnnotate
  3. Licensed
  4. HasEmbeddingsProperties
  5. HasStorageModel
  6. HasExcludableStorage
  7. HasStorageReader
  8. HasCaseSensitiveProperties
  9. HasStorageRef
  10. AnnotatorModel
  11. CanBeLazy
  12. RawAnnotator
  13. HasOutputAnnotationCol
  14. HasInputAnnotationCols
  15. HasOutputAnnotatorType
  16. ParamsAndFeaturesWritable
  17. HasFeatures
  18. DefaultParamsWritable
  19. MLWritable
  20. Model
  21. Transformer
  22. PipelineStage
  23. Logging
  24. Params
  25. Serializable
  26. Serializable
  27. Identifiable
  28. AnyRef
  29. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new BigChunkEntityResolverModel()
  2. new BigChunkEntityResolverModel(uid: String)

    uid

    a unique identifier for the instantiated AnnotatorModel

Type Members

  1. type AnnotationContent = Seq[Row]
    Attributes
    protected
    Definition Classes
    AnnotatorModel
  2. type AnnotatorType = String
    Definition Classes
    HasOutputAnnotatorType

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. def $$[T](feature: StructFeature[T]): T
    Attributes
    protected
    Definition Classes
    HasFeatures
  5. def $$[K, V](feature: MapFeature[K, V]): Map[K, V]
    Attributes
    protected
    Definition Classes
    HasFeatures
  6. def $$[T](feature: SetFeature[T]): Set[T]
    Attributes
    protected
    Definition Classes
    HasFeatures
  7. def $$[T](feature: ArrayFeature[T]): Array[T]
    Attributes
    protected
    Definition Classes
    HasFeatures
  8. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  9. def _transform(dataset: Dataset[_], recursivePipeline: Option[PipelineModel]): DataFrame
    Attributes
    protected
    Definition Classes
    AnnotatorModel
  10. def afterAnnotate(dataset: DataFrame): DataFrame
    Attributes
    protected
    Definition Classes
    AnnotatorModel
  11. def annotate(annotations: Seq[Annotation]): Seq[Annotation]

    takes a document and annotations and produces new annotations of this annotator's annotation type

    takes a document and annotations and produces new annotations of this annotator's annotation type

    annotations

    Annotations that correspond to inputAnnotationCols generated by previous annotators if any

    returns

    any number of annotations processed for every input annotation. Not necessary one to one relationship

    Definition Classes
    BigChunkEntityResolverModel → HasSimpleAnnotate
  12. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  13. def beforeAnnotate(dataset: Dataset[_]): Dataset[_]
    Attributes
    protected
    Definition Classes
    BigChunkEntityResolverModel → AnnotatorModel
  14. val caseSensitive: BooleanParam
    Definition Classes
    HasCaseSensitiveProperties
  15. final def checkSchema(schema: StructType, inputAnnotatorType: String): Boolean
    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  16. final def clear(param: Param[_]): BigChunkEntityResolverModel.this.type
    Definition Classes
    Params
  17. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  18. def copy(extra: ParamMap): BigChunkEntityResolverModel
    Definition Classes
    RawAnnotator → Model → Transformer → PipelineStage → Params
  19. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  20. def createDatabaseConnection(database: Name): RocksDBConnection
    Definition Classes
    HasStorageRef
  21. def createReader(database: Name, connection: RocksDBConnection): StorageReader[_]
    Attributes
    protected
    Definition Classes
    BigChunkEntityResolverModel → HasStorageReader
  22. val databases: Array[Name]
    Attributes
    protected
    Definition Classes
    BigChunkEntityResolverModel → HasStorageModel
  23. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  24. def deserializeStorage(path: String, spark: SparkSession): Unit
    Definition Classes
    HasStorageModel
  25. def dfAnnotate: UserDefinedFunction
    Definition Classes
    HasSimpleAnnotate
  26. val dimension: IntParam
    Definition Classes
    HasEmbeddingsProperties
  27. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  28. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  29. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  30. def explainParams(): String
    Definition Classes
    Params
  31. def extraValidate(structType: StructType): Boolean
    Attributes
    protected
    Definition Classes
    RawAnnotator
  32. def extraValidateMsg: String
    Attributes
    protected
    Definition Classes
    RawAnnotator
  33. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  34. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  35. val features: ArrayBuffer[Feature[_, _, _]]
    Definition Classes
    HasFeatures
  36. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  37. def findMatches(chunkEmbeddings: Array[Float], tokens: Array[String], wm: WordMovers): Option[Array[BigFoundData]]
  38. def get[T](feature: StructFeature[T]): Option[T]
    Attributes
    protected
    Definition Classes
    HasFeatures
  39. def get[K, V](feature: MapFeature[K, V]): Option[Map[K, V]]
    Attributes
    protected
    Definition Classes
    HasFeatures
  40. def get[T](feature: SetFeature[T]): Option[Set[T]]
    Attributes
    protected
    Definition Classes
    HasFeatures
  41. def get[T](feature: ArrayFeature[T]): Option[Array[T]]
    Attributes
    protected
    Definition Classes
    HasFeatures
  42. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  43. def getCaseSensitive: Boolean
    Definition Classes
    HasCaseSensitiveProperties
  44. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  45. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  46. def getDimension: Int
    Definition Classes
    HasEmbeddingsProperties
  47. def getIncludeStorage: Boolean
    Definition Classes
    HasExcludableStorage
  48. def getInputCols: Array[String]
    Definition Classes
    HasInputAnnotationCols
  49. def getLazyAnnotator: Boolean
    Definition Classes
    CanBeLazy
  50. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  51. final def getOutputCol: String
    Definition Classes
    HasOutputAnnotationCol
  52. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  53. def getReader[A](database: Name): StorageReader[A]
    Attributes
    protected
    Definition Classes
    HasStorageReader
  54. def getStorageRef: String
    Definition Classes
    HasStorageRef
  55. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  56. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  57. def hasParent: Boolean
    Definition Classes
    Model
  58. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  59. val includeStorage: BooleanParam
    Definition Classes
    HasExcludableStorage
  60. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  61. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  62. val inputAnnotatorTypes: Array[String]

    Input annotator types: TOKEN, WORD_EMBEDDINGS

    Input annotator types: TOKEN, WORD_EMBEDDINGS

    Definition Classes
    BigChunkEntityResolverModel → HasInputAnnotationCols
  63. final val inputCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  64. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  65. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  66. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  67. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  68. val lazyAnnotator: BooleanParam
    Definition Classes
    CanBeLazy
  69. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  70. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  71. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  72. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  73. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  74. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  75. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  77. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  78. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  79. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  80. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  81. val missAsEmpty: BooleanParam

    whether or not to return an empty annotation on unmatched chunks

  82. def msgHelper(schema: StructType): String
    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  83. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  84. val neighbours: IntParam

    Number of neighbours to consider in the query

  85. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  86. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  87. def onWrite(path: String, spark: SparkSession): Unit
    Attributes
    protected
    Definition Classes
    HasStorageModel → ParamsAndFeaturesWritable
  88. val outputAnnotatorType: AnnotatorType

    Output annotator types: ENTITY

    Output annotator types: ENTITY

    Definition Classes
    BigChunkEntityResolverModel → HasOutputAnnotatorType
  89. final val outputCol: Param[String]
    Attributes
    protected
    Definition Classes
    HasOutputAnnotationCol
  90. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  91. var parent: Estimator[BigChunkEntityResolverModel]
    Definition Classes
    Model
  92. val readers: Map[Name, StorageReader[_]]
    Attributes
    protected
    Definition Classes
    HasStorageReader
    Annotations
    @transient()
  93. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  94. def saveStorage(path: String, spark: SparkSession, withinStorage: Boolean): Unit
    Definition Classes
    HasStorageModel
  95. val searchTree: StructFeature[JSerializableKDTree]
  96. def serializeStorage(path: String, spark: SparkSession): Unit
    Definition Classes
    HasStorageModel
  97. def set[T](feature: StructFeature[T], value: T): BigChunkEntityResolverModel.this.type
    Attributes
    protected
    Definition Classes
    HasFeatures
  98. def set[K, V](feature: MapFeature[K, V], value: Map[K, V]): BigChunkEntityResolverModel.this.type
    Attributes
    protected
    Definition Classes
    HasFeatures
  99. def set[T](feature: SetFeature[T], value: Set[T]): BigChunkEntityResolverModel.this.type
    Attributes
    protected
    Definition Classes
    HasFeatures
  100. def set[T](feature: ArrayFeature[T], value: Array[T]): BigChunkEntityResolverModel.this.type
    Attributes
    protected
    Definition Classes
    HasFeatures
  101. final def set(paramPair: ParamPair[_]): BigChunkEntityResolverModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  102. final def set(param: String, value: Any): BigChunkEntityResolverModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  103. final def set[T](param: Param[T], value: T): BigChunkEntityResolverModel.this.type
    Definition Classes
    Params
  104. def setCaseSensitive(value: Boolean): BigChunkEntityResolverModel.this.type
    Definition Classes
    HasCaseSensitiveProperties
  105. def setDefault[T](feature: StructFeature[T], value: () ⇒ T): BigChunkEntityResolverModel.this.type
    Attributes
    protected
    Definition Classes
    HasFeatures
  106. def setDefault[K, V](feature: MapFeature[K, V], value: () ⇒ Map[K, V]): BigChunkEntityResolverModel.this.type
    Attributes
    protected
    Definition Classes
    HasFeatures
  107. def setDefault[T](feature: SetFeature[T], value: () ⇒ Set[T]): BigChunkEntityResolverModel.this.type
    Attributes
    protected
    Definition Classes
    HasFeatures
  108. def setDefault[T](feature: ArrayFeature[T], value: () ⇒ Array[T]): BigChunkEntityResolverModel.this.type
    Attributes
    protected
    Definition Classes
    HasFeatures
  109. final def setDefault(paramPairs: ParamPair[_]*): BigChunkEntityResolverModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  110. final def setDefault[T](param: Param[T], value: T): BigChunkEntityResolverModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  111. def setDimension(value: Int): BigChunkEntityResolverModel.this.type
    Definition Classes
    HasEmbeddingsProperties
  112. def setIncludeStorage(value: Boolean): BigChunkEntityResolverModel.this.type
    Definition Classes
    HasExcludableStorage
  113. final def setInputCols(value: String*): BigChunkEntityResolverModel.this.type
    Definition Classes
    HasInputAnnotationCols
  114. final def setInputCols(value: Array[String]): BigChunkEntityResolverModel.this.type
    Definition Classes
    HasInputAnnotationCols
  115. def setLazyAnnotator(value: Boolean): BigChunkEntityResolverModel.this.type
    Definition Classes
    CanBeLazy
  116. def setMissAsEmpty(v: Boolean): BigChunkEntityResolverModel.this.type
  117. def setNeighbours(k: Int): BigChunkEntityResolverModel.this.type
  118. final def setOutputCol(value: String): BigChunkEntityResolverModel.this.type
    Definition Classes
    HasOutputAnnotationCol
  119. def setParent(parent: Estimator[BigChunkEntityResolverModel]): BigChunkEntityResolverModel
    Definition Classes
    Model
  120. def setSearchTree(tree: JSerializableKDTree): BigChunkEntityResolverModel.this.type
  121. def setStorageRef(value: String): BigChunkEntityResolverModel.this.type
    Definition Classes
    HasStorageRef
  122. def setThreshold(dist: Double): BigChunkEntityResolverModel.this.type
  123. val storageRef: Param[String]
    Definition Classes
    HasStorageRef
  124. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  125. val threshold: DoubleParam

    Threshold value for the WMD distance limit on the 2 step retrieval

  126. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  127. final def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    AnnotatorModel → Transformer
  128. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  129. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  130. final def transformSchema(schema: StructType): StructType
    Definition Classes
    RawAnnotator → PipelineStage
  131. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  132. val uid: String
    Definition Classes
    BigChunkEntityResolverModel → Identifiable
  133. def validate(schema: StructType): Boolean
    Attributes
    protected
    Definition Classes
    RawAnnotator
  134. def validateStorageRef(dataset: Dataset[_], inputCols: Array[String], annotatorType: String): Unit
    Definition Classes
    HasStorageRef
  135. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  136. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  137. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  138. def wrapColumnMetadata(col: Column): Column
    Attributes
    protected
    Definition Classes
    RawAnnotator
  139. def wrapEmbeddingsMetadata(col: Column, embeddingsDim: Int, embeddingsRef: Option[String]): Column
    Attributes
    protected
    Definition Classes
    HasEmbeddingsProperties
  140. def wrapSentenceEmbeddingsMetadata(col: Column, embeddingsDim: Int, embeddingsRef: Option[String]): Column
    Attributes
    protected
    Definition Classes
    HasEmbeddingsProperties
  141. def write: MLWriter
    Definition Classes
    ParamsAndFeaturesWritable → DefaultParamsWritable → MLWritable

Inherited from HasSimpleAnnotate[BigChunkEntityResolverModel]

Inherited from Licensed

Inherited from HasEmbeddingsProperties

Inherited from HasStorageModel

Inherited from HasExcludableStorage

Inherited from HasStorageReader

Inherited from HasCaseSensitiveProperties

Inherited from HasStorageRef

Inherited from AnnotatorModel[BigChunkEntityResolverModel]

Inherited from CanBeLazy

Inherited from RawAnnotator[BigChunkEntityResolverModel]

Inherited from HasOutputAnnotationCol

Inherited from HasInputAnnotationCols

Inherited from HasOutputAnnotatorType

Inherited from ParamsAndFeaturesWritable

Inherited from HasFeatures

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Model[BigChunkEntityResolverModel]

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

Parameters

Annotator types

Required input and expected output annotator types

Members