class EnsembleByKey extends Transformer with Wrappable with DefaultParamsWritable with SynapseMLLogging

Linear Supertypes
SynapseMLLogging, DefaultParamsWritable, MLWritable, Wrappable, RWrappable, PythonWrappable, BaseWrappable, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. EnsembleByKey
  2. SynapseMLLogging
  3. DefaultParamsWritable
  4. MLWritable
  5. Wrappable
  6. RWrappable
  7. PythonWrappable
  8. BaseWrappable
  9. Transformer
  10. PipelineStage
  11. Logging
  12. Params
  13. Serializable
  14. Serializable
  15. Identifiable
  16. AnyRef
  17. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new EnsembleByKey()
  2. new EnsembleByKey(uid: String)

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. val allowedStrategies: Set[String]
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  8. final def clear(param: Param[_]): EnsembleByKey.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. val colNames: StringArrayParam
  11. val collapseGroup: BooleanParam
  12. val cols: StringArrayParam
  13. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  14. def copy(extra: ParamMap): EnsembleByKey.this.type
    Definition Classes
    EnsembleByKey → Transformer → PipelineStage → Params
  15. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  16. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  17. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  18. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  19. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  20. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  21. def explainParams(): String
    Definition Classes
    Params
  22. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  23. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  24. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  25. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  26. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  27. def getColNames: Array[String]
  28. def getCollapseGroup: Boolean
  29. def getCols: Array[String]
  30. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  31. def getKeys: Array[String]
  32. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  33. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  34. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  35. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  36. def getStrategy: String
  37. def getVectorDims: Map[String, Int]
  38. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  39. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  40. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  41. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  42. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  43. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  44. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  45. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  46. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  47. val keys: StringArrayParam
  48. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  49. def logBase(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  50. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  51. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  52. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  53. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  54. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  55. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  56. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  57. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  58. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  59. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  61. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  62. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  63. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  64. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  65. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  66. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  67. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  68. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  69. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  70. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  71. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  72. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  73. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  74. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  75. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  76. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  77. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  78. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  79. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  80. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  81. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  82. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  83. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  84. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  85. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  86. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  87. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  88. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  89. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  90. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  91. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  92. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  93. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  94. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  95. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  96. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  97. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  98. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  99. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  100. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  101. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  102. final def set(paramPair: ParamPair[_]): EnsembleByKey.this.type
    Attributes
    protected
    Definition Classes
    Params
  103. final def set(param: String, value: Any): EnsembleByKey.this.type
    Attributes
    protected
    Definition Classes
    Params
  104. final def set[T](param: Param[T], value: T): EnsembleByKey.this.type
    Definition Classes
    Params
  105. def setCol(value: String): EnsembleByKey.this.type
  106. def setColName(value: String): EnsembleByKey.this.type
  107. def setColNames(arr: String*): EnsembleByKey.this.type
  108. def setColNames(arr: Array[String]): EnsembleByKey.this.type
  109. def setCollapseGroup(value: Boolean): EnsembleByKey.this.type
  110. def setCols(arr: String*): EnsembleByKey.this.type
  111. def setCols(arr: Array[String]): EnsembleByKey.this.type
  112. final def setDefault(paramPairs: ParamPair[_]*): EnsembleByKey.this.type
    Attributes
    protected
    Definition Classes
    Params
  113. final def setDefault[T](param: Param[T], value: T): EnsembleByKey.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  114. def setKey(value: String): EnsembleByKey.this.type
  115. def setKeys(arr: String*): EnsembleByKey.this.type
  116. def setKeys(arr: Array[String]): EnsembleByKey.this.type
  117. def setStrategy(value: String): EnsembleByKey.this.type
  118. def setVectorDims(value: HashMap[String, Int]): EnsembleByKey.this.type
  119. def setVectorDims(value: Map[String, Int]): EnsembleByKey.this.type
  120. val strategy: Param[String]
  121. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  122. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  123. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  124. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    EnsembleByKey → Transformer
  125. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  126. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  127. def transformSchema(schema: StructType): StructType
    Definition Classes
    EnsembleByKey → PipelineStage
  128. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  129. val uid: String
    Definition Classes
    EnsembleByKey → SynapseMLLogging → Identifiable
  130. val vectorDims: StringIntMapParam
  131. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  132. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  133. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  134. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from SynapseMLLogging

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped