class LayoutAlignerForVision extends Transformer with HasInputAnnotationCols with HasOutputAnnotationCol with DefaultParamsWritable

LayoutAlignerForVision aligns document chunks with nearby images and emits paired outputs: one document annotation column, one image annotation column, and one prompt annotation column.

Linear Supertypes
DefaultParamsWritable, MLWritable, HasOutputAnnotationCol, HasInputAnnotationCols, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. LayoutAlignerForVision
  2. DefaultParamsWritable
  3. MLWritable
  4. HasOutputAnnotationCol
  5. HasInputAnnotationCols
  6. Transformer
  7. PipelineStage
  8. Logging
  9. Params
  10. Serializable
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

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

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 addNeighborText: BooleanParam
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. final def checkSchema(schema: StructType, inputAnnotatorType: String): Boolean
    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  8. final def clear(param: Param[_]): LayoutAlignerForVision.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. val confidenceThreshold: DoubleParam
  11. def copy(extra: ParamMap): Transformer
    Definition Classes
    LayoutAlignerForVision → Transformer → PipelineStage → Params
  12. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  13. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  15. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  16. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  17. def explainParams(): String
    Definition Classes
    Params
  18. val explodeDocs: BooleanParam
  19. final val extraInputCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  20. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  21. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  22. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  23. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  24. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  25. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  26. def getInputCols: Array[String]

    returns

    input annotations columns currently used

    Definition Classes
    HasInputAnnotationCols
  27. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  28. final def getOutputCol: String

    Gets annotation column name going to generate

    Gets annotation column name going to generate

    Definition Classes
    HasOutputAnnotationCol
  29. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  30. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  31. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  32. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  33. val imageCaptionBasePrompt: Param[String]
  34. val includeContextWindow: BooleanParam
  35. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  36. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  37. val inputAnnotatorTypes: Array[String]

    Annotator reference id.

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

    Definition Classes
    LayoutAlignerForVision → HasInputAnnotationCols
  38. 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
  39. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  40. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  41. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  42. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  43. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  44. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  45. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  46. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  47. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  48. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  49. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  50. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  51. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  52. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  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. val maxDistance: IntParam
  56. val mergeImagesPerChunk: BooleanParam
  57. def msgHelper(schema: StructType): String
    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  58. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  59. val neighborTextCharsWindow: IntParam
  60. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  61. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  62. val optionalInputAnnotatorTypes: Array[String]
    Definition Classes
    HasInputAnnotationCols
  63. final val outputCol: Param[String]
    Attributes
    protected
    Definition Classes
    HasOutputAnnotationCol
  64. val paragraphSpacingY: IntParam
  65. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  66. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  67. final def set(paramPair: ParamPair[_]): LayoutAlignerForVision.this.type
    Attributes
    protected
    Definition Classes
    Params
  68. final def set(param: String, value: Any): LayoutAlignerForVision.this.type
    Attributes
    protected
    Definition Classes
    Params
  69. final def set[T](param: Param[T], value: T): LayoutAlignerForVision.this.type
    Definition Classes
    Params
  70. def setAddNeighborText(value: Boolean): LayoutAlignerForVision.this.type
  71. final def setDefault(paramPairs: ParamPair[_]*): LayoutAlignerForVision.this.type
    Attributes
    protected
    Definition Classes
    Params
  72. final def setDefault[T](param: Param[T], value: T): LayoutAlignerForVision.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  73. def setExplodeDocs(value: Boolean): LayoutAlignerForVision.this.type
  74. def setExtraInputCols(value: Array[String]): LayoutAlignerForVision.this.type
    Definition Classes
    HasInputAnnotationCols
  75. def setImageCaptionBasePrompt(value: String): LayoutAlignerForVision.this.type
  76. final def setInputCols(value: String*): LayoutAlignerForVision.this.type
    Definition Classes
    HasInputAnnotationCols
  77. def setInputCols(value: Array[String]): LayoutAlignerForVision.this.type

    Overrides required annotators column if different than default

    Overrides required annotators column if different than default

    Definition Classes
    HasInputAnnotationCols
  78. def setMergeImagesPerChunk(value: Boolean): LayoutAlignerForVision.this.type
  79. def setNeighborTextCharsWindow(value: Int): LayoutAlignerForVision.this.type
  80. final def setOutputCol(value: String): LayoutAlignerForVision.this.type

    Overrides annotation column name when transforming

    Overrides annotation column name when transforming

    Definition Classes
    HasOutputAnnotationCol
  81. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  82. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  83. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    LayoutAlignerForVision → Transformer
  84. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  85. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  86. def transformSchema(schema: StructType): StructType
    Definition Classes
    LayoutAlignerForVision → PipelineStage
  87. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  88. val uid: String
    Definition Classes
    LayoutAlignerForVision → Identifiable
  89. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  90. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  91. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  92. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from HasOutputAnnotationCol

Inherited from HasInputAnnotationCols

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