Class/Object

com.microsoft.ml.spark

DynamicMiniBatchTransformer

Related Docs: object DynamicMiniBatchTransformer | package spark

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class DynamicMiniBatchTransformer extends Transformer with MiniBatchBase

Linear Supertypes
MiniBatchBase, Wrappable, DefaultParamsWritable, MLWritable, Transformer, PipelineStage, org.apache.spark.internal.Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. DynamicMiniBatchTransformer
  2. MiniBatchBase
  3. Wrappable
  4. DefaultParamsWritable
  5. MLWritable
  6. Transformer
  7. PipelineStage
  8. Logging
  9. Params
  10. Serializable
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new DynamicMiniBatchTransformer()

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  2. new DynamicMiniBatchTransformer(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. 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[_]): DynamicMiniBatchTransformer.this.type

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    Definition Classes
    Params

  21. def clone(): AnyRef

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

  22. def copy(extra: ParamMap): DynamicMiniBatchTransformer.this.type

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    Definition Classes
    MiniBatchBase → Transformer → PipelineStage → Params

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

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
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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 getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  35. def getMaxBatchSize: Int

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  39. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  40. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  42. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  44. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  46. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  47. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
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    Logging

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

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    Attributes
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    Logging

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

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    Attributes
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    Logging

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

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    Definition Classes
    Logging

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

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    Attributes
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    Logging

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

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    Attributes
    protected
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    Logging

  54. def logName: String

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    Attributes
    protected
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    Logging

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

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    Attributes
    protected
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    Logging

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

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    Attributes
    protected
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  59. val maxBatchSize: Param[Int]

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

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    Definition Classes
    AnyRef

  61. final def notify(): Unit

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    Definition Classes
    AnyRef

  62. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Wrappable

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

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    Definition Classes
    Params

  65. def save(path: String): Unit

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

  66. final def set(paramPair: ParamPair[_]): DynamicMiniBatchTransformer.this.type

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    Attributes
    protected
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    Params

  67. final def set(param: String, value: Any): DynamicMiniBatchTransformer.this.type

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    Attributes
    protected
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    Params

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

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    Definition Classes
    Params

  69. final def setDefault(paramPairs: ParamPair[_]*): DynamicMiniBatchTransformer.this.type

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    Attributes
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    Params

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

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    Attributes
    protected
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    Params

  71. def setMaxBatchSize(value: Int): DynamicMiniBatchTransformer.this.type

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

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    Definition Classes
    AnyRef

  73. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    DynamicMiniBatchTransformer → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

  77. def transformSchema(schema: StructType): StructType

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    Definition Classes
    MiniBatchBase → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  79. def transpose(nestedSeq: Seq[Seq[Any]]): Seq[Seq[Any]]

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    Definition Classes
    MiniBatchBase

  80. val uid: String

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    Definition Classes
    DynamicMiniBatchTransformer → Identifiable

  81. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  84. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from MiniBatchBase

Inherited from Wrappable

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Transformer

Inherited from PipelineStage

Inherited from org.apache.spark.internal.Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Parameter setters

Parameter getters

Members