t

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

LightGBMExecutionParams

trait LightGBMExecutionParams extends Wrappable

Defines common LightGBM execution parameters.

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