Trait

com.microsoft.ml.spark

MiniBatchBase

Related Doc: package spark

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trait MiniBatchBase extends Transformer with DefaultParamsWritable with Wrappable

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

Abstract Value Members

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  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[_]): MiniBatchBase.this.type

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    Definition Classes
    Params

  21. def clone(): AnyRef

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

  22. def copy(extra: ParamMap): MiniBatchBase.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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    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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    protected[java.lang]
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    AnyRef
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    @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. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  38. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  39. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  41. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    protected
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    Logging

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

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    Definition Classes
    Params

  43. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  45. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  46. def log: Logger

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    protected
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    Logging

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

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    Attributes
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    Logging

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

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    Attributes
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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  53. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Attributes
    protected
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    Logging

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

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    Definition Classes
    AnyRef

  59. final def notify(): Unit

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    Definition Classes
    AnyRef

  60. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Wrappable

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

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    Definition Classes
    Params

  63. def save(path: String): Unit

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

  64. final def set(paramPair: ParamPair[_]): MiniBatchBase.this.type

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    Params

  65. final def set(param: String, value: Any): MiniBatchBase.this.type

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    Params

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

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    Definition Classes
    Params

  67. final def setDefault(paramPairs: ParamPair[_]*): MiniBatchBase.this.type

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    Params

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

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    Params

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

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    Definition Classes
    AnyRef

  70. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

  73. def transformSchema(schema: StructType): StructType

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    Definition Classes
    MiniBatchBase → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

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

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  76. final def wait(): Unit

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    AnyRef
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    @throws( ... )

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

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    AnyRef
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    @throws( ... )

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

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    @throws( ... )

  79. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

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

Members