Class/Object

com.databricks.labs.automl.pipeline

DropColumnsTransformer

Related Docs: object DropColumnsTransformer | package pipeline

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class DropColumnsTransformer extends AbstractTransformer with DefaultParamsWritable with HasInputCols

Linear Supertypes
HasInputCols, DefaultParamsWritable, MLWritable, AbstractTransformer, HasPipelineId, HasDebug, HasAutoMlIdColumn, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. DropColumnsTransformer
  2. HasInputCols
  3. DefaultParamsWritable
  4. MLWritable
  5. AbstractTransformer
  6. HasPipelineId
  7. HasDebug
  8. HasAutoMlIdColumn
  9. Transformer
  10. PipelineStage
  11. Logging
  12. Params
  13. Serializable
  14. Serializable
  15. Identifiable
  16. AnyRef
  17. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new DropColumnsTransformer()

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  2. new DropColumnsTransformer(uid: String)

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

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. final val automlInternalId: Param[String]

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    Definition Classes
    HasAutoMlIdColumn

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

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    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. def copy(extra: ParamMap): DropColumnsTransformer

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    Definition Classes
    DropColumnsTransformer → Transformer → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  15. def explainParams(): String

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    Definition Classes
    Params

  16. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  18. def finalize(): Unit

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

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

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    Definition Classes
    Params

  20. def getAutomlInternalId: String

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    Definition Classes
    HasAutoMlIdColumn

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

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    Definition Classes
    AnyRef → Any

  22. def getDebugEnabled: Boolean

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    Definition Classes
    HasDebug

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

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    Definition Classes
    Params

  24. final def getInputCols: Array[String]

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    Definition Classes
    HasInputCols

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  27. def getPipelineId: String

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    Definition Classes
    HasPipelineId

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

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    Definition Classes
    Params

  29. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  30. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  32. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  33. final val inputCols: StringArrayParam

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    Definition Classes
    HasInputCols

  34. final val isDebugEnabled: BooleanParam

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    Definition Classes
    HasDebug

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

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    Definition Classes
    Params

  36. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  38. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  39. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  46. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    HasDebug

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  53. final def notify(): Unit

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    Definition Classes
    AnyRef

  54. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  56. final val pipelineId: Param[String]

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    Definition Classes
    HasPipelineId

  57. def save(path: String): Unit

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

  58. final def set(paramPair: ParamPair[_]): DropColumnsTransformer.this.type

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    Attributes
    protected
    Definition Classes
    Params

  59. final def set(param: String, value: Any): DropColumnsTransformer.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  61. def setAutomlInternalId(value: String): DropColumnsTransformer.this.type

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    Definition Classes
    HasAutoMlIdColumn

  62. def setDebugEnabled(value: Boolean): DropColumnsTransformer.this.type

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    Definition Classes
    HasDebug

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  65. def setInputCols(value: Array[String]): DropColumnsTransformer.this.type

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  66. def setPipelineId(value: String): DropColumnsTransformer.this.type

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    Definition Classes
    HasPipelineId

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

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    Definition Classes
    AnyRef

  68. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    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

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Abstract Method to be implemented by all AutoML transformers

    Abstract Method to be implemented by all AutoML transformers

    returns

    transformed output DataFrame

    Definition Classes
    DropColumnsTransformer → AbstractTransformer

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

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    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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  75. def transformSchemaInternal(schema: StructType): StructType

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    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
    DropColumnsTransformer → AbstractTransformer

  76. val uid: String

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    Definition Classes
    DropColumnsTransformer → Identifiable

  77. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  80. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from HasInputCols

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