Trait

com.microsoft.ml.spark

PartitionSampleParams

Related Doc: package spark

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trait PartitionSampleParams extends MMLParams

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MMLParams, DefaultParamsWritable, MLWritable, Wrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  1. PartitionSampleParams
  2. MMLParams
  3. DefaultParamsWritable
  4. MLWritable
  5. Wrappable
  6. Params
  7. Serializable
  8. Serializable
  9. Identifiable
  10. AnyRef
  11. Any
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params
  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete 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. def BooleanParam(i: Identifiable, name: String, description: String, default: Boolean): BooleanParam

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    Definition Classes
    Wrappable
  6. def BooleanParam(i: Identifiable, name: String, description: String): BooleanParam

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    Definition Classes
    Wrappable
  7. def DoubleParam(i: Identifiable, name: String, description: String, default: Double): DoubleParam

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    Definition Classes
    Wrappable
  8. def DoubleParam(i: Identifiable, name: String, description: String): DoubleParam

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    Definition Classes
    Wrappable
  9. def IntParam(i: Identifiable, name: String, description: String, validation: (Int) ⇒ Boolean): IntParam

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    Definition Classes
    Wrappable
  10. def IntParam(i: Identifiable, name: String, description: String, default: Int): IntParam

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    Definition Classes
    Wrappable
  11. def IntParam(i: Identifiable, name: String, description: String): IntParam

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    Definition Classes
    Wrappable
  12. def LongParam(i: Identifiable, name: String, description: String, default: Long): LongParam

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    Definition Classes
    Wrappable
  13. def LongParam(i: Identifiable, name: String, description: String): LongParam

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    Definition Classes
    Wrappable
  14. def StringParam(i: Identifiable, name: String, description: String, default: String, domain: Seq[String]): Param[String]

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    Definition Classes
    Wrappable
  15. def StringParam(i: Identifiable, name: String, description: String, default: String): Param[String]

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    Definition Classes
    Wrappable
  16. def StringParam(i: Identifiable, name: String, description: String, validation: (String) ⇒ Boolean): Param[String]

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    Definition Classes
    Wrappable
  17. def StringParam(i: Identifiable, name: String, description: String): Param[String]

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    Definition Classes
    Wrappable
  18. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  19. def chainedUid(origin: String): String

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    Definition Classes
    Wrappable
  20. final def clear(param: Param[_]): PartitionSampleParams.this.type

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    Definition Classes
    Params
  21. def clone(): AnyRef

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    protected[java.lang]
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    AnyRef
    Annotations
    @throws( ... )
  22. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
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    Params
  23. final val count: LongParam

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    Number of rows to return.

    Number of rows to return. Must be specified when the mode is HEAD, or when the mode is RandomSample and the sampling mode is Absolute.

    Default is 1000

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

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    Attributes
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    Params
  25. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  26. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  27. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  28. def explainParams(): String

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    Definition Classes
    Params
  29. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  30. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  31. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  32. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  33. final def getClass(): Class[_]

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    Definition Classes
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  34. final def getCount: Long

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

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    Definition Classes
    Params
  36. final def getMode: String

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  37. final def getNewColName: String

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  38. final def getNumParts: Int

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

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    Definition Classes
    Params
  40. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  41. final def getPercent: Double

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  42. final def getRandomSampleMode: String

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  43. final def getSeed: Long

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

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    Definition Classes
    Params
  45. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  46. def hashCode(): Int

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    Definition Classes
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  47. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  48. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  49. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  50. final val mode: Param[String]

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    Sampling mode.

    Sampling mode. The options are: - AssignToPartition

    • seed
    • numParts
    • newColName - RandomSample
    • mode: Absolute or Percentage
      • count (when Absolute)
      • percent (when Percentage)
    • seed - Head
    • count

    The default setting is RandomSample

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

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    Definition Classes
    AnyRef
  52. final val newColName: Param[String]

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    Name of the partition column.

    Name of the partition column. Specify a name when the mode is AssignToPartition

    Default is \"Partition\"

  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. final val numParts: IntParam

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    Number of partitions when the mode is AssignToPartition

    Number of partitions when the mode is AssignToPartition

    Default is 10

  56. val paramDomains: Map[String, Seq[String]]

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    Definition Classes
    Wrappable
  57. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  58. final val percent: DoubleParam

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    Percentage of rows to return when Random Sampling Default is .01

  59. final val rsMode: Param[String]

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    RandomSample mode - Absolute - Percentage

    RandomSample mode - Absolute - Percentage

    Default is Percentage

  60. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  61. final val seed: LongParam

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    Seed for random operations (RandomSplit or AssignToPartition Default is -1

  62. final def set(paramPair: ParamPair[_]): PartitionSampleParams.this.type

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  63. final def set(param: String, value: Any): PartitionSampleParams.this.type

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

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    Definition Classes
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  65. def setCount(value: Long): PartitionSampleParams.this.type

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  66. final def setDefault(paramPairs: ParamPair[_]*): PartitionSampleParams.this.type

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

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    Attributes
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  68. def setMode(value: String): PartitionSampleParams.this.type

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  69. def setNewColName(value: String): PartitionSampleParams.this.type

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  70. def setNumParts(value: Int): PartitionSampleParams.this.type

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  71. def setPercent(value: Double): PartitionSampleParams.this.type

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  72. def setRandomSampleMode(value: String): PartitionSampleParams.this.type

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  73. def setSeed(value: Long): PartitionSampleParams.this.type

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

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    Definition Classes
    AnyRef
  75. def toString(): String

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    Identifiable → AnyRef → Any
  76. def validateAndTransformSchema(schema: StructType): StructType

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    protected
  77. final def wait(): Unit

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

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

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    @throws( ... )
  80. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from MMLParams

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Parameters

A list of parameter keys this algorithm can take. Users can set and get the parameter values through setters and getters

Parameter setters

Parameter getters

Members