Class/Object

com.databricks.labs.automl.pipeline

VarianceFilterTransformer

Related Docs: object VarianceFilterTransformer | package pipeline

Permalink

class VarianceFilterTransformer extends AbstractTransformer with DefaultParamsWritable with HasLabelColumn with HasFeatureColumn with HasTransformCalculated

Linear Supertypes
HasTransformCalculated, HasFeatureColumn, HasLabelColumn, DefaultParamsWritable, MLWritable, AbstractTransformer, HasPipelineId, HasDebug, HasAutoMlIdColumn, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. VarianceFilterTransformer
  2. HasTransformCalculated
  3. HasFeatureColumn
  4. HasLabelColumn
  5. DefaultParamsWritable
  6. MLWritable
  7. AbstractTransformer
  8. HasPipelineId
  9. HasDebug
  10. HasAutoMlIdColumn
  11. Transformer
  12. PipelineStage
  13. Logging
  14. Params
  15. Serializable
  16. Serializable
  17. Identifiable
  18. AnyRef
  19. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new VarianceFilterTransformer()

    Permalink

  2. new VarianceFilterTransformer(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. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  6. final val automlInternalId: Param[String]

    Permalink
    Definition Classes
    HasAutoMlIdColumn

  7. final def clear(param: Param[_]): VarianceFilterTransformer.this.type

    Permalink
    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. def copy(extra: ParamMap): VarianceFilterTransformer

    Permalink
    Definition Classes
    VarianceFilterTransformer → Transformer → PipelineStage → Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  15. def explainParams(): String

    Permalink
    Definition Classes
    Params

  16. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  18. final val featureCol: Param[String]

    Permalink
    Definition Classes
    HasFeatureColumn

  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 getAutomlInternalId: String

    Permalink
    Definition Classes
    HasAutoMlIdColumn

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

    Permalink
    Definition Classes
    AnyRef → Any

  23. def getDebugEnabled: Boolean

    Permalink
    Definition Classes
    HasDebug

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

    Permalink
    Definition Classes
    Params

  25. def getFeatureCol: String

    Permalink
    Definition Classes
    HasFeatureColumn

  26. def getLabelColumn: String

    Permalink
    Definition Classes
    HasLabelColumn

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  29. def getPipelineId: String

    Permalink
    Definition Classes
    HasPipelineId

  30. def getPreserveColumns: Array[String]

    Permalink

  31. def getRemovedColumns: Array[String]

    Permalink

  32. def getTransformCalculated: Boolean

    Permalink
    Definition Classes
    HasTransformCalculated

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

    Permalink
    Definition Classes
    Params

  34. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  35. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  37. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  38. final val isDebugEnabled: BooleanParam

    Permalink
    Definition Classes
    HasDebug

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

    Permalink
    Definition Classes
    Params

  40. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  42. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  43. final val labelColumn: Param[String]

    Permalink
    Definition Classes
    HasLabelColumn

  44. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  51. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  54. def logTransformation(inputDataset: Dataset[_], outputDataset: Dataset[_], stageExecutionTime: Long): Unit

    Permalink
    Definition Classes
    HasDebug

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Definition Classes
    AnyRef

  58. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  59. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    Params

  61. final val pipelineId: Param[String]

    Permalink
    Definition Classes
    HasPipelineId

  62. final val preserveColumns: StringArrayParam

    Permalink

  63. final val removedColumns: StringArrayParam

    Permalink

  64. def save(path: String): Unit

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

  65. final def set(paramPair: ParamPair[_]): VarianceFilterTransformer.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  66. final def set(param: String, value: Any): VarianceFilterTransformer.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  68. def setAutomlInternalId(value: String): VarianceFilterTransformer.this.type

    Permalink
    Definition Classes
    HasAutoMlIdColumn

  69. def setDebugEnabled(value: Boolean): VarianceFilterTransformer.this.type

    Permalink
    Definition Classes
    HasDebug

  70. final def setDefault(paramPairs: ParamPair[_]*): VarianceFilterTransformer.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  72. def setFeatureCol(value: String): VarianceFilterTransformer.this.type

    Permalink
    Definition Classes
    HasFeatureColumn

  73. def setLabelColumn(value: String): VarianceFilterTransformer.this.type

    Permalink
    Definition Classes
    HasLabelColumn

  74. def setPipelineId(value: String): VarianceFilterTransformer.this.type

    Permalink
    Definition Classes
    HasPipelineId

  75. def setPreserveColumns(value: Array[String]): VarianceFilterTransformer.this.type

    Permalink

  76. def setRemovedColumns(value: Array[String]): VarianceFilterTransformer.this.type

    Permalink

  77. def setTransformCalculated(value: Boolean): VarianceFilterTransformer.this.type

    Permalink
    Definition Classes
    HasTransformCalculated

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

    Permalink
    Definition Classes
    AnyRef

  79. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

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

    Permalink

    Final overridden method that cannot be modified by AutoML transformers

    Final overridden method that cannot be modified by AutoML transformers

    returns

    Transformed DataFrame DataFrame

    Definition Classes
    AbstractTransformer → Transformer

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

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

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

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

  83. final val transformCalculated: BooleanParam

    Permalink
    Definition Classes
    HasTransformCalculated

  84. def transformInternal(dataset: Dataset[_]): DataFrame

    Permalink

    Abstract Method to be implemented by all AutoML transformers

    Abstract Method to be implemented by all AutoML transformers

    returns

    transformed output DataFrame

    Definition Classes
    VarianceFilterTransformer → AbstractTransformer

  85. final def transformSchema(schema: StructType): StructType

    Permalink

    Final overridden method that cannot be modified by AutoML transformers

    Final overridden method that cannot be modified by AutoML transformers

    returns

    Transformed Schema StructType

    Definition Classes
    AbstractTransformer → PipelineStage

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  87. def transformSchemaInternal(schema: StructType): StructType

    Permalink

    Abstract Method to be implemented by all AutoML transformers

    Abstract Method to be implemented by all AutoML transformers

    returns

    schema of new output DataFrame StructType

    Definition Classes
    VarianceFilterTransformer → AbstractTransformer

  88. val uid: String

    Permalink
    Definition Classes
    VarianceFilterTransformer → Identifiable

  89. final def wait(): Unit

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

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

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

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

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

  92. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from HasTransformCalculated

Inherited from HasFeatureColumn

Inherited from HasLabelColumn

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from AbstractTransformer

Inherited from HasPipelineId

Inherited from HasDebug

Inherited from HasAutoMlIdColumn

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