t

com.microsoft.azure.synapse.ml.lightgbm.params

LightGBMExecutionParams

trait LightGBMExecutionParams extends Wrappable

Defines common LightGBM execution parameters.

Linear Supertypes
Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
LightGBMBase, LightGBMClassifier, LightGBMRanker, LightGBMRegressor, LightGBMParams
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. LightGBMExecutionParams
  2. Wrappable
  3. DotnetWrappable
  4. RWrappable
  5. PythonWrappable
  6. BaseWrappable
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. val chunkSize: IntParam
  7. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  8. final def clear(param: Param[_]): LightGBMExecutionParams.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  11. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  12. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  13. val dataTransferMode: Param[String]
  14. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. val defaultListenPort: IntParam
  16. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  17. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  18. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  19. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  20. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  33. val driverListenPort: IntParam
  34. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  35. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  36. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  37. def explainParams(): String
    Definition Classes
    Params
  38. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  39. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  40. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  41. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  42. def getChunkSize: Int
  43. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  44. def getDataTransferMode: String
  45. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  46. def getDefaultListenPort: Int
  47. def getDriverListenPort: Int
  48. def getMatrixType: String
  49. def getMaxStreamingOMPThreads: Int
  50. def getMicroBatchSize: Int
  51. def getNumBatches: Int
  52. def getNumTasks: Int
  53. def getNumThreads: Int
  54. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  55. def getParallelism: String
  56. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  57. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  58. def getPassThroughArgs: String
  59. def getReferenceDataset: Array[Byte]
  60. def getRepartitionByGroupingColumn: Boolean
  61. def getSamplingMode: String
  62. def getSamplingSubsetSize: Int
  63. def getTimeout: Double
  64. def getTopK: Int
  65. def getUseBarrierExecutionMode: Boolean
  66. def getUseSingleDatasetMode: Boolean
  67. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  68. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  69. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  70. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  71. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  72. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  73. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  74. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  75. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  76. val matrixType: Param[String]
  77. val maxStreamingOMPThreads: IntParam
  78. val microBatchSize: IntParam
  79. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  80. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  81. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  82. val numBatches: IntParam
  83. val numTasks: IntParam
  84. val numThreads: IntParam
  85. val parallelism: Param[String]
  86. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  87. val passThroughArgs: Param[String]
  88. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  89. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  90. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  91. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  92. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  93. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  94. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  95. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  96. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  97. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  98. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  99. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  100. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  101. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  102. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  103. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  104. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  105. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  106. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  107. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  108. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  109. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  110. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  111. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  112. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  113. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  114. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  115. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  116. val referenceDataset: ByteArrayParam
  117. val repartitionByGroupingColumn: BooleanParam
  118. val samplingMode: Param[String]
  119. val samplingSubsetSize: IntParam
  120. final def set(paramPair: ParamPair[_]): LightGBMExecutionParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  121. final def set(param: String, value: Any): LightGBMExecutionParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  122. final def set[T](param: Param[T], value: T): LightGBMExecutionParams.this.type
    Definition Classes
    Params
  123. def setChunkSize(value: Int): LightGBMExecutionParams.this.type
  124. def setDataTransferMode(value: String): LightGBMExecutionParams.this.type
  125. final def setDefault(paramPairs: ParamPair[_]*): LightGBMExecutionParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  126. final def setDefault[T](param: Param[T], value: T): LightGBMExecutionParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  127. def setDefaultListenPort(value: Int): LightGBMExecutionParams.this.type
  128. def setDriverListenPort(value: Int): LightGBMExecutionParams.this.type
  129. def setMatrixType(value: String): LightGBMExecutionParams.this.type
  130. def setMaxStreamingOMPThreads(value: Int): LightGBMExecutionParams.this.type
  131. def setMicroBatchSize(value: Int): LightGBMExecutionParams.this.type
  132. def setNumBatches(value: Int): LightGBMExecutionParams.this.type
  133. def setNumTasks(value: Int): LightGBMExecutionParams.this.type
  134. def setNumThreads(value: Int): LightGBMExecutionParams.this.type
  135. def setParallelism(value: String): LightGBMExecutionParams.this.type
  136. def setPassThroughArgs(value: String): LightGBMExecutionParams.this.type
  137. def setReferenceDataset(value: Array[Byte]): LightGBMExecutionParams.this.type
  138. def setRepartitionByGroupingColumn(value: Boolean): LightGBMExecutionParams.this.type
  139. def setSamplingMode(value: String): LightGBMExecutionParams.this.type
  140. def setSamplingSubsetSize(value: Int): LightGBMExecutionParams.this.type
  141. def setTimeout(value: Double): LightGBMExecutionParams.this.type
  142. def setTopK(value: Int): LightGBMExecutionParams.this.type
  143. def setUseBarrierExecutionMode(value: Boolean): LightGBMExecutionParams.this.type
  144. def setUseSingleDatasetMode(value: Boolean): LightGBMExecutionParams.this.type
  145. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  146. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  147. val timeout: DoubleParam
  148. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  149. val topK: IntParam
  150. val useBarrierExecutionMode: BooleanParam
  151. val useSingleDatasetMode: BooleanParam
  152. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  153. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  154. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Deprecated Value Members

  1. val executionMode: Param[String]
    Annotations
    @deprecated
    Deprecated

    (Since version 0.11.1) Please use 'dataTransferMode'

  2. def setExecutionMode(value: String): LightGBMExecutionParams.this.type
    Annotations
    @deprecated
    Deprecated

    (Since version 0.11.1) Please use 'setDataTransferMode'

Inherited from Wrappable

Inherited from DotnetWrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped