Class/Object

com.github.jelmerk.spark.knn.bruteforce

BruteForceSimilarityModel

Related Docs: object BruteForceSimilarityModel | package bruteforce

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abstract class BruteForceSimilarityModel extends KnnModelBase[BruteForceSimilarityModel] with KnnModelParams with MLWritable

Model produced by BruteForceSimilarity.

Linear Supertypes
MLWritable, KnnModelBase[BruteForceSimilarityModel], KnnModelParams, HasPredictionCol, HasFeaturesCol, Model[BruteForceSimilarityModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. BruteForceSimilarityModel
  2. MLWritable
  3. KnnModelBase
  4. KnnModelParams
  5. HasPredictionCol
  6. HasFeaturesCol
  7. Model
  8. Transformer
  9. PipelineStage
  10. Logging
  11. Params
  12. Serializable
  13. Serializable
  14. Identifiable
  15. AnyRef
  16. Any
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Visibility
  1. Public
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Instance Constructors

  1. new BruteForceSimilarityModel()

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Abstract Value Members

  1. abstract def copy(extra: ParamMap): BruteForceSimilarityModel

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    Definition Classes
    Model → Transformer → PipelineStage → Params
  2. abstract def getNumPartitions: Int

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    Definition Classes
    KnnModelBase
  3. abstract def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  4. abstract def transformSchema(schema: StructType): StructType

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    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  5. abstract val uid: String

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    Definition Classes
    Identifiable
  6. abstract def write: MLWriter

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" )

Concrete 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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  6. final def clear(param: Param[_]): BruteForceSimilarityModel.this.type

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    Definition Classes
    Params
  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  9. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  10. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  11. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  12. final val excludeSelf: BooleanParam

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    Param that indicates whether to not return the a candidate when it's identifier equals the query identifier Default: false

    Param that indicates whether to not return the a candidate when it's identifier equals the query identifier Default: false

    Definition Classes
    KnnModelParams
  13. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  14. def explainParams(): String

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    Definition Classes
    Params
  15. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  16. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  17. final val featuresCol: Param[String]

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    Definition Classes
    HasFeaturesCol
  18. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  19. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  20. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  21. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  22. final def getExcludeSelf: Boolean

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    Definition Classes
    KnnModelParams
  23. final def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol
  24. final def getK: Int

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    Definition Classes
    KnnModelParams
  25. final def getNumReplicas: Int

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    Definition Classes
    KnnModelParams
  26. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  27. final def getOutputFormat: String

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    Definition Classes
    KnnModelParams
  28. final def getParallelism: Int

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    Definition Classes
    KnnModelParams
  29. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  30. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol
  31. final def getQueryIdentifierCol: String

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    Definition Classes
    KnnModelParams
  32. final def getQueryPartitionsCol: String

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    Definition Classes
    KnnModelParams
  33. final def getSimilarityThreshold: Double

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    Definition Classes
    KnnModelParams
  34. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  35. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  36. def hasParent: Boolean

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    Definition Classes
    Model
  37. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  38. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  39. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  40. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  41. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  42. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  43. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  44. final val k: IntParam

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    Param for number of neighbors to find (> 0).

    Param for number of neighbors to find (> 0). Default: 5

    Definition Classes
    KnnModelParams
  45. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  46. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  47. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  48. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  49. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  50. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  51. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  52. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging
  53. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  54. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  55. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  56. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  57. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  58. final def notify(): Unit

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    Definition Classes
    AnyRef
  59. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  60. final val numReplicas: IntParam

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    Param that specifies the number of index replicas to create when querying the index.

    Param that specifies the number of index replicas to create when querying the index. More replicas means you can execute more queries in parallel at the expense of increased resource usage. Default: 0

    Definition Classes
    KnnModelParams
  61. final val outputFormat: Param[String]

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    Param for the output format to produce.

    Param for the output format to produce. One of "full", "minimal" Setting this to minimal is more efficient when all you need is the identifier with its neighbors

    Default: "full"

    Definition Classes
    KnnModelParams
  62. final val parallelism: IntParam

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    Param that specifies the number of threads to use.

    Param that specifies the number of threads to use. Default: number of processors available to the Java virtual machine

    Definition Classes
    KnnModelParams
  63. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  64. var parent: Estimator[BruteForceSimilarityModel]

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    Definition Classes
    Model
  65. final val predictionCol: Param[String]

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    Definition Classes
    HasPredictionCol
  66. final val queryIdentifierCol: Param[String]

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    Param for the column name for the query identifier.

    Param for the column name for the query identifier.

    Definition Classes
    KnnModelParams
  67. final val queryPartitionsCol: Param[String]

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    Param for the column name for the query partitions.

    Param for the column name for the query partitions.

    Definition Classes
    KnnModelParams
  68. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  69. final def set(paramPair: ParamPair[_]): BruteForceSimilarityModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  70. final def set(param: String, value: Any): BruteForceSimilarityModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  71. final def set[T](param: Param[T], value: T): BruteForceSimilarityModel.this.type

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    Definition Classes
    Params
  72. final def setDefault(paramPairs: ParamPair[_]*): BruteForceSimilarityModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  73. final def setDefault[T](param: Param[T], value: T): BruteForceSimilarityModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  74. def setExcludeSelf(value: Boolean): BruteForceSimilarityModel.this.type

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    Definition Classes
    KnnModelBase
  75. def setFeaturesCol(value: String): BruteForceSimilarityModel.this.type

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    Definition Classes
    KnnModelBase
  76. def setK(value: Int): BruteForceSimilarityModel.this.type

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    Definition Classes
    KnnModelBase
  77. def setNumReplicas(value: Int): BruteForceSimilarityModel.this.type

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    Definition Classes
    KnnModelBase
  78. def setOutputFormat(value: String): BruteForceSimilarityModel.this.type

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    Definition Classes
    KnnModelBase
  79. def setParallelism(value: Int): BruteForceSimilarityModel.this.type

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    Definition Classes
    KnnModelBase
  80. def setParent(parent: Estimator[BruteForceSimilarityModel]): BruteForceSimilarityModel

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    Definition Classes
    Model
  81. def setPredictionCol(value: String): BruteForceSimilarityModel.this.type

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    Definition Classes
    KnnModelBase
  82. def setQueryIdentifierCol(value: String): BruteForceSimilarityModel.this.type

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    Definition Classes
    KnnModelBase
  83. def setQueryPartitionsCol(value: String): BruteForceSimilarityModel.this.type

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    Definition Classes
    KnnModelBase
  84. def setSimilarityThreshold(value: Double): BruteForceSimilarityModel.this.type

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    Definition Classes
    KnnModelBase
  85. final val similarityThreshold: DoubleParam

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    Param for the threshold value for inclusion.

    Param for the threshold value for inclusion. -1 indicates no threshold Default: -1

    Definition Classes
    KnnModelParams
  86. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  87. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  88. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  89. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  90. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  91. def validateAndTransformSchema(schema: StructType, identifierDataType: DataType): StructType

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    Attributes
    protected
    Definition Classes
    KnnModelParams
  92. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  93. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  94. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from MLWritable

Inherited from KnnModelBase[BruteForceSimilarityModel]

Inherited from KnnModelParams

Inherited from HasPredictionCol

Inherited from HasFeaturesCol

Inherited from Model[BruteForceSimilarityModel]

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

getParam

param

setParam

Ungrouped