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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
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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. 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'