Class

ann4s.spark

AnnoyModel

Related Doc: package spark

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class AnnoyModel extends Model[AnnoyModel] with AnnoyModelParams with MLWritable

Linear Supertypes
MLWritable, AnnoyModelParams, Model[AnnoyModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. AnnoyModel
  2. MLWritable
  3. AnnoyModelParams
  4. Model
  5. Transformer
  6. PipelineStage
  7. Logging
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new AnnoyModel(uid: String, dimension: Int, indexFile: String)

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Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  5. var _annoyIndexOnExecutor: AnnoyIndex

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  6. def annoyIndexOnExecutor: AnnoyIndex

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  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  8. final def clear(param: Param[_]): AnnoyModel.this.type

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    Definition Classes
    Params

  9. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  10. def copy(extra: ParamMap): AnnoyModel

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    Definition Classes
    AnnoyModel → Model → Transformer → PipelineStage → Params

  11. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  12. val debug: BooleanParam

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    Definition Classes
    AnnoyModelParams

  13. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  14. val dimension: Int

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  15. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  16. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  17. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  18. def explainParams(): String

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    Definition Classes
    Params

  19. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  20. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  21. val featuresCol: Param[String]

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    Definition Classes
    AnnoyModelParams

  22. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  23. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  24. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  25. def getDebug: Boolean

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    Definition Classes
    AnnoyModelParams

  26. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  27. def getFeaturesCol: String

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    Definition Classes
    AnnoyModelParams

  28. def getIdCol: String

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    Definition Classes
    AnnoyModelParams

  29. def getK: Int

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    Definition Classes
    AnnoyModelParams

  30. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params

  31. def getOutputCol: String

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    Definition Classes
    AnnoyModelParams

  32. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params

  33. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params

  34. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  35. def hasParent: Boolean

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    Definition Classes
    Model

  36. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  37. val idCol: Param[String]

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    Definition Classes
    AnnoyModelParams

  38. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params

  39. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  40. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params

  41. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  42. def k: IntParam

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    Definition Classes
    AnnoyModelParams

  43. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

  44. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  45. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  46. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  47. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  48. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  49. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  50. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

  51. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  52. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  53. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  54. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  55. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  56. final def notify(): Unit

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    Definition Classes
    AnyRef

  57. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  58. val outputCol: Param[String]

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    Definition Classes
    AnnoyModelParams

  59. lazy val params: Array[Param[_]]

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    Definition Classes
    Params

  60. var parent: Estimator[AnnoyModel]

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    Definition Classes
    Model

  61. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  62. final def set(paramPair: ParamPair[_]): AnnoyModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  63. final def set(param: String, value: Any): AnnoyModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  64. final def set[T](param: Param[T], value: T): AnnoyModel.this.type

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    Definition Classes
    Params

  65. final def setDefault(paramPairs: ParamPair[_]*): AnnoyModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  66. final def setDefault[T](param: Param[T], value: T): AnnoyModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  67. def setK(value: Int): AnnoyModel.this.type

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  68. def setParent(parent: Estimator[AnnoyModel]): AnnoyModel

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    Definition Classes
    Model

  69. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef

  70. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  71. def transform(dataset: DataFrame): DataFrame

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    Definition Classes
    AnnoyModel → Transformer

  72. def transform(dataset: DataFrame, paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer

  73. def transform(dataset: DataFrame, firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @varargs()

  74. def transformSchema(schema: StructType): StructType

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    Definition Classes
    AnnoyModel → PipelineStage

  75. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  76. val uid: String

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    Definition Classes
    AnnoyModel → Identifiable

  77. def validateParams(): Unit

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    Definition Classes
    Params

  78. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  79. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  80. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  81. def write: MLWriter

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    Definition Classes
    AnnoyModel → MLWritable

Inherited from MLWritable

Inherited from AnnoyModelParams

Inherited from Model[AnnoyModel]

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