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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
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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. val driverListenPort: IntParam
  6. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  7. def explainParams(): String
    Definition Classes
    Params
  8. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  9. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  10. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  11. def getChunkSize: Int
  12. def getDataTransferMode: String
  13. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  14. def getDefaultListenPort: Int
  15. def getDriverListenPort: Int
  16. def getMatrixType: String
  17. def getMaxStreamingOMPThreads: Int
  18. def getMicroBatchSize: Int
  19. def getNumBatches: Int
  20. def getNumTasks: Int
  21. def getNumThreads: Int
  22. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  23. def getParallelism: String
  24. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  25. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  26. def getPassThroughArgs: String
  27. def getReferenceDataset: Array[Byte]
  28. def getRepartitionByGroupingColumn: Boolean
  29. def getSamplingMode: String
  30. def getSamplingSubsetSize: Int
  31. def getTimeout: Double
  32. def getTopK: Int
  33. def getUseBarrierExecutionMode: Boolean
  34. def getUseSingleDatasetMode: Boolean
  35. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  36. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  37. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  38. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  39. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  40. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  41. val matrixType: Param[String]
  42. val maxStreamingOMPThreads: IntParam
  43. val microBatchSize: IntParam
  44. val numBatches: IntParam
  45. val numTasks: IntParam
  46. val numThreads: IntParam
  47. val parallelism: Param[String]
  48. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  49. val passThroughArgs: Param[String]
  50. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  51. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  52. val referenceDataset: ByteArrayParam
  53. val repartitionByGroupingColumn: BooleanParam
  54. val samplingMode: Param[String]
  55. val samplingSubsetSize: IntParam
  56. final def set[T](param: Param[T], value: T): LightGBMExecutionParams.this.type
    Definition Classes
    Params
  57. def setChunkSize(value: Int): LightGBMExecutionParams.this.type
  58. def setDataTransferMode(value: String): LightGBMExecutionParams.this.type
  59. def setDefaultListenPort(value: Int): LightGBMExecutionParams.this.type
  60. def setDriverListenPort(value: Int): LightGBMExecutionParams.this.type
  61. def setMatrixType(value: String): LightGBMExecutionParams.this.type
  62. def setMaxStreamingOMPThreads(value: Int): LightGBMExecutionParams.this.type
  63. def setMicroBatchSize(value: Int): LightGBMExecutionParams.this.type
  64. def setNumBatches(value: Int): LightGBMExecutionParams.this.type
  65. def setNumTasks(value: Int): LightGBMExecutionParams.this.type
  66. def setNumThreads(value: Int): LightGBMExecutionParams.this.type
  67. def setParallelism(value: String): LightGBMExecutionParams.this.type
  68. def setPassThroughArgs(value: String): LightGBMExecutionParams.this.type
  69. def setReferenceDataset(value: Array[Byte]): LightGBMExecutionParams.this.type
  70. def setRepartitionByGroupingColumn(value: Boolean): LightGBMExecutionParams.this.type
  71. def setSamplingMode(value: String): LightGBMExecutionParams.this.type
  72. def setSamplingSubsetSize(value: Int): LightGBMExecutionParams.this.type
  73. def setTimeout(value: Double): LightGBMExecutionParams.this.type
  74. def setTopK(value: Int): LightGBMExecutionParams.this.type
  75. def setUseBarrierExecutionMode(value: Boolean): LightGBMExecutionParams.this.type
  76. def setUseSingleDatasetMode(value: Boolean): LightGBMExecutionParams.this.type
  77. val timeout: DoubleParam
  78. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  79. val topK: IntParam
  80. val useBarrierExecutionMode: BooleanParam
  81. 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'