Class/Object

com.lucidworks.spark.ml.feature

LuceneTextAnalyzerTransformer

Related Docs: object LuceneTextAnalyzerTransformer | package feature

Permalink

class LuceneTextAnalyzerTransformer extends HasInputColsTransformer with LazyLogging with MLWritable

Specify an analysis schema as a JSON string to build a custom Lucene analyzer, which transforms the input column(s) into a sequence of tokens in the output column. See LuceneTextAnalyzer for a description of the schema format.

Annotations
@Experimental()
Linear Supertypes
LazyLogging, HasInputColsTransformer, DefaultParamsWritable, MLWritable, HasOutputCol, HasInputCols, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. LuceneTextAnalyzerTransformer
  2. LazyLogging
  3. HasInputColsTransformer
  4. DefaultParamsWritable
  5. MLWritable
  6. HasOutputCol
  7. HasInputCols
  8. Transformer
  9. PipelineStage
  10. Logging
  11. Params
  12. Serializable
  13. Serializable
  14. Identifiable
  15. AnyRef
  16. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new LuceneTextAnalyzerTransformer()

    Permalink

  2. new LuceneTextAnalyzerTransformer(uid: String)

    Permalink

Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  5. val analysisSchema: Param[String]

    Permalink

  6. var analyzerInitFailure: Option[String]

    Permalink

  7. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  8. final def clear(param: Param[_]): LuceneTextAnalyzerTransformer.this.type

    Permalink
    Definition Classes
    Params

  9. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  10. def copy(extra: ParamMap): LuceneTextAnalyzerTransformer

    Permalink
    Definition Classes
    LuceneTextAnalyzerTransformer → Transformer → PipelineStage → Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef

  14. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  16. def explainParams(): String

    Permalink
    Definition Classes
    Params

  17. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  19. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

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

    Permalink
    Definition Classes
    Params

  21. def getAnalysisSchema: String

    Permalink

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

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  24. final def getInputCols: Array[String]

    Permalink
    Definition Classes
    HasInputCols

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

    Permalink
    Definition Classes
    Params

  26. final def getOutputCol: String

    Permalink
    Definition Classes
    HasOutputCol

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

    Permalink
    Definition Classes
    Params

  28. def getPrefixTokensWithInputCol: Boolean

    Permalink

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

    Permalink
    Definition Classes
    Params

  30. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  31. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  32. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  33. final val inputCols: StringArrayParam

    Permalink
    Definition Classes
    HasInputCols

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

    Permalink
    Definition Classes
    Params

  35. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  37. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  38. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  40. def logDebug(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  42. def logError(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  44. def logInfo(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  45. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  47. def logTrace(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  50. lazy val logger: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    LazyLogging

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

    Permalink
    Definition Classes
    AnyRef

  52. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  53. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  54. final val outputCol: Param[String]

    Permalink
    Definition Classes
    HasOutputCol

  55. def outputDataType: DataType

    Permalink

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

    Permalink
    Definition Classes
    Params

  57. val prefixTokensWithInputCol: BooleanParam

    Permalink

  58. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  59. final def set(paramPair: ParamPair[_]): LuceneTextAnalyzerTransformer.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  60. final def set(param: String, value: Any): LuceneTextAnalyzerTransformer.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  62. def setAnalysisSchema(value: String): LuceneTextAnalyzerTransformer.this.type

    Permalink

  63. final def setDefault(paramPairs: ParamPair[_]*): LuceneTextAnalyzerTransformer.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  65. def setInputCol(value: String): LuceneTextAnalyzerTransformer.this.type

    Permalink

  66. def setInputCols(value: Array[String]): LuceneTextAnalyzerTransformer.this.type

    Permalink

  67. def setOutputCol(value: String): LuceneTextAnalyzerTransformer.this.type

    Permalink

  68. def setPrefixTokensWithInputCol(value: Boolean): LuceneTextAnalyzerTransformer.this.type

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  70. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  71. def transform(dataset: Dataset[_]): DataFrame

    Permalink
    Definition Classes
    LuceneTextAnalyzerTransformer → Transformer

  72. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

    Permalink
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  73. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

    Permalink
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  74. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    LuceneTextAnalyzerTransformer → PipelineStage

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  76. val uid: String

    Permalink
    Definition Classes
    LuceneTextAnalyzerTransformer → Identifiable

  77. def validateAnalysisSchema(analysisSchema: String): Boolean

    Permalink

  78. def validateParams(): Unit

    Permalink

  79. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  82. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from LazyLogging

Inherited from HasInputColsTransformer

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from HasOutputCol

Inherited from HasInputCols

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

getParam

setParam

Ungrouped