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

LightGBMExecutionParams

trait LightGBMExecutionParams extends Wrappable

Defines common LightGBM execution parameters.

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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
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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. val chunkSize: IntParam
  2. final def clear(param: Param[_]): LightGBMExecutionParams.this.type
    Definition Classes
    Params
  3. val dataTransferMode: Param[String]
  4. val defaultListenPort: IntParam
  5. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  6. val driverListenPort: IntParam
  7. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  8. def explainParams(): String
    Definition Classes
    Params
  9. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  10. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  11. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  12. def getChunkSize: Int
  13. def getDataTransferMode: String
  14. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  15. def getDefaultListenPort: Int
  16. def getDriverListenPort: Int
  17. def getMatrixType: String
  18. def getMaxStreamingOMPThreads: Int
  19. def getMicroBatchSize: Int
  20. def getNumBatches: Int
  21. def getNumTasks: Int
  22. def getNumThreads: Int
  23. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  24. def getParallelism: String
  25. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  26. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  27. def getPassThroughArgs: String
  28. def getReferenceDataset: Array[Byte]
  29. def getRepartitionByGroupingColumn: Boolean
  30. def getSamplingMode: String
  31. def getSamplingSubsetSize: Int
  32. def getTimeout: Double
  33. def getTopK: Int
  34. def getUseBarrierExecutionMode: Boolean
  35. def getUseSingleDatasetMode: Boolean
  36. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  37. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  38. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  39. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  40. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  41. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  42. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  43. val matrixType: Param[String]
  44. val maxStreamingOMPThreads: IntParam
  45. val microBatchSize: IntParam
  46. val numBatches: IntParam
  47. val numTasks: IntParam
  48. val numThreads: IntParam
  49. val parallelism: Param[String]
  50. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  51. val passThroughArgs: Param[String]
  52. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  53. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  54. val referenceDataset: ByteArrayParam
  55. val repartitionByGroupingColumn: BooleanParam
  56. val samplingMode: Param[String]
  57. val samplingSubsetSize: IntParam
  58. final def set[T](param: Param[T], value: T): LightGBMExecutionParams.this.type
    Definition Classes
    Params
  59. def setChunkSize(value: Int): LightGBMExecutionParams.this.type
  60. def setDataTransferMode(value: String): LightGBMExecutionParams.this.type
  61. def setDefaultListenPort(value: Int): LightGBMExecutionParams.this.type
  62. def setDriverListenPort(value: Int): LightGBMExecutionParams.this.type
  63. def setMatrixType(value: String): LightGBMExecutionParams.this.type
  64. def setMaxStreamingOMPThreads(value: Int): LightGBMExecutionParams.this.type
  65. def setMicroBatchSize(value: Int): LightGBMExecutionParams.this.type
  66. def setNumBatches(value: Int): LightGBMExecutionParams.this.type
  67. def setNumTasks(value: Int): LightGBMExecutionParams.this.type
  68. def setNumThreads(value: Int): LightGBMExecutionParams.this.type
  69. def setParallelism(value: String): LightGBMExecutionParams.this.type
  70. def setPassThroughArgs(value: String): LightGBMExecutionParams.this.type
  71. def setReferenceDataset(value: Array[Byte]): LightGBMExecutionParams.this.type
  72. def setRepartitionByGroupingColumn(value: Boolean): LightGBMExecutionParams.this.type
  73. def setSamplingMode(value: String): LightGBMExecutionParams.this.type
  74. def setSamplingSubsetSize(value: Int): LightGBMExecutionParams.this.type
  75. def setTimeout(value: Double): LightGBMExecutionParams.this.type
  76. def setTopK(value: Int): LightGBMExecutionParams.this.type
  77. def setUseBarrierExecutionMode(value: Boolean): LightGBMExecutionParams.this.type
  78. def setUseSingleDatasetMode(value: Boolean): LightGBMExecutionParams.this.type
  79. val timeout: DoubleParam
  80. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  81. val topK: IntParam
  82. val useBarrierExecutionMode: BooleanParam
  83. val useSingleDatasetMode: BooleanParam

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'