Class/Object

com.microsoft.ml.spark

SimpleHTTPTransformer

Related Docs: object SimpleHTTPTransformer | package spark

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class SimpleHTTPTransformer extends Transformer with HTTPParams with HasMiniBatcher with HasInputCol with HasOutputCol with ComplexParamsWritable with HasErrorCol

Linear Supertypes
HasErrorCol, ComplexParamsWritable, MLWritable, HasOutputCol, HasInputCol, HasMiniBatcher, HTTPParams, Wrappable, Transformer, PipelineStage, org.apache.spark.internal.Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. SimpleHTTPTransformer
  2. HasErrorCol
  3. ComplexParamsWritable
  4. MLWritable
  5. HasOutputCol
  6. HasInputCol
  7. HasMiniBatcher
  8. HTTPParams
  9. Wrappable
  10. Transformer
  11. PipelineStage
  12. Logging
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new SimpleHTTPTransformer()

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  2. new SimpleHTTPTransformer(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. val backoffTiming: ArrayParam

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    Definition Classes
    HTTPParams

  20. def chainedUid(origin: String): String

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    Definition Classes
    Wrappable

  21. final def clear(param: Param[_]): SimpleHTTPTransformer.this.type

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    Definition Classes
    Params

  22. def clone(): AnyRef

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

  23. val concurrency: Param[Int]

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    Definition Classes
    HTTPParams

  24. val concurrentTimeout: Param[Double]

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    Definition Classes
    HTTPParams

  25. def copy(extra: ParamMap): SimpleHTTPTransformer.this.type

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    Definition Classes
    SimpleHTTPTransformer → Transformer → PipelineStage → Params

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

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef

  29. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  30. val errorCol: Param[String]

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    Definition Classes
    HasErrorCol

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

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    Definition Classes
    Params

  32. def explainParams(): String

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    Definition Classes
    Params

  33. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  35. def finalize(): Unit

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

  36. val flattenOutputBatches: Param[Boolean]

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

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    Definition Classes
    Params

  38. def getBackoffTiming: Array[Int]

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    Definition Classes
    HTTPParams

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

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    Definition Classes
    AnyRef → Any

  40. def getConcurrency: Int

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    Definition Classes
    HTTPParams

  41. def getConcurrentTimeout: Double

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    Definition Classes
    HTTPParams

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

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    Definition Classes
    Params

  43. def getErrorCol: String

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    Definition Classes
    HasErrorCol

  44. def getFlattenOutputBatches: Boolean

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  45. def getHandlingStrategy: String

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    Definition Classes
    HTTPParams

  46. def getInputCol: String

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    Definition Classes
    HasInputCol

  47. def getInputParser: HTTPInputParser

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  48. def getMiniBatchSize: Int

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    Definition Classes
    HasMiniBatcher

  49. def getMiniBatcher: MiniBatchBase

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    Definition Classes
    HasMiniBatcher

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

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    Definition Classes
    Params

  51. def getOutputCol: String

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    Definition Classes
    HasOutputCol

  52. def getOutputParser: HTTPOutputParser

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

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    Definition Classes
    Params

  54. val handlingStrategy: Param[String]

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    Definition Classes
    HTTPParams

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

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    Definition Classes
    Params

  56. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  57. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  59. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  60. val inputCol: Param[String]

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    The name of the input column

    The name of the input column

    Definition Classes
    HasInputCol

  61. val inputParser: Param[Transformer]

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

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    Definition Classes
    Params

  63. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  65. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  66. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  73. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  78. val miniBatcher: TransformerParam

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    Size of minibatches.

    Size of minibatches. Must be greater than 0; default is 10

    Definition Classes
    HasMiniBatcher

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

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    Definition Classes
    AnyRef

  80. final def notify(): Unit

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    Definition Classes
    AnyRef

  81. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  82. val outputCol: Param[String]

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    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol

  83. val outputParser: Param[Transformer]

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

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    Definition Classes
    Wrappable

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

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    Definition Classes
    Params

  86. def save(path: String): Unit

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

  87. final def set(paramPair: ParamPair[_]): SimpleHTTPTransformer.this.type

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    Attributes
    protected
    Definition Classes
    Params

  88. final def set(param: String, value: Any): SimpleHTTPTransformer.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  90. def setBackoffTiming(v: Array[Int]): SimpleHTTPTransformer.this.type

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    Definition Classes
    HTTPParams

  91. def setConcurrency(value: Int): SimpleHTTPTransformer.this.type

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    Definition Classes
    HTTPParams

  92. def setConcurrentTimeout(value: Double): SimpleHTTPTransformer.this.type

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    Definition Classes
    HTTPParams

  93. final def setDefault(paramPairs: ParamPair[_]*): SimpleHTTPTransformer.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  95. def setErrorCol(v: String): SimpleHTTPTransformer.this.type

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    Definition Classes
    HasErrorCol

  96. def setFlattenOutputBatches(value: Boolean): SimpleHTTPTransformer.this.type

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  97. def setHandlingStrategy(value: String): SimpleHTTPTransformer.this.type

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    Definition Classes
    HTTPParams

  98. def setInputCol(value: String): SimpleHTTPTransformer.this.type

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    Definition Classes
    HasInputCol

  99. def setInputParser(value: HTTPInputParser): SimpleHTTPTransformer.this.type

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  100. def setMiniBatchSize(n: Int): SimpleHTTPTransformer.this.type

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    Definition Classes
    HasMiniBatcher

  101. def setMiniBatcher(value: MiniBatchBase): SimpleHTTPTransformer.this.type

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    Definition Classes
    HasMiniBatcher

  102. def setOutputCol(value: String): SimpleHTTPTransformer.this.type

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    Definition Classes
    HasOutputCol

  103. def setOutputParser(value: HTTPOutputParser): SimpleHTTPTransformer.this.type

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  104. def setUrl(url: String): SimpleHTTPTransformer.this.type

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

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    Definition Classes
    AnyRef

  106. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    SimpleHTTPTransformer → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

  110. def transformSchema(schema: StructType): StructType

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    Definition Classes
    SimpleHTTPTransformer → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  112. val uid: String

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    Definition Classes
    SimpleHTTPTransformer → Identifiable

  113. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  116. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasErrorCol

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from HasOutputCol

Inherited from HasInputCol

Inherited from HasMiniBatcher

Inherited from HTTPParams

Inherited from Wrappable

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

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