Class

ai.deepsense.deeplang.doperables

MultiColumnEstimator

Related Doc: package doperables

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abstract class MultiColumnEstimator[T <: Transformer, MC <: T, SC <: T with HasInputColumn] extends Estimator[T] with HasSpecificParams

MultiColumnEstimator is a ai.deepsense.deeplang.doperables.Estimator that can work on either a single column or multiple columns. Also, it can also work in-place (by replacing columns) or not (new columns will be appended to a ai.deepsense.deeplang.doperables.dataframe.DataFrame).

T

Parent type of the returned transformers.

MC

The type of the returned transformer when working on multiple columns.

SC

The type of the returned transformer when working on a single column.

Linear Supertypes
HasSpecificParams, Estimator[T], Params, Logging, DefaultJsonProtocol, AdditionalFormats, ProductFormats, ProductFormatsInstances, CollectionFormats, StandardFormats, BasicFormats, Serializable, Serializable, DOperable, HasInferenceResult, AnyRef, Any
Known Subclasses
SparkMultiColumnEstimatorWrapper, StringIndexerEstimator
Ordering
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Inherited
  1. MultiColumnEstimator
  2. HasSpecificParams
  3. Estimator
  4. Params
  5. Logging
  6. DefaultJsonProtocol
  7. AdditionalFormats
  8. ProductFormats
  9. ProductFormatsInstances
  10. CollectionFormats
  11. StandardFormats
  12. BasicFormats
  13. Serializable
  14. Serializable
  15. DOperable
  16. HasInferenceResult
  17. AnyRef
  18. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new MultiColumnEstimator()(implicit transformerTypeTag: scala.reflect.api.JavaUniverse.TypeTag[T])

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Type Members

  1. class OptionFormat[T] extends (StandardFormats.this)#JF[Option[T]]

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    Definition Classes
    StandardFormats

Abstract Value Members

  1. abstract def getSpecificParams: Array[Param[_]]

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    Attributes
    protected
    Definition Classes
    HasSpecificParams

  2. abstract def handleMultiColumnChoice(ctx: ExecutionContext, df: DataFrame, multi: MultiColumnChoice): MC

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  3. abstract def handleMultiColumnChoiceInfer(schema: Option[StructType], multi: MultiColumnChoice): MC

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  4. abstract def handleSingleColumnChoice(ctx: ExecutionContext, df: DataFrame, single: SingleColumnChoice): SC

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  5. abstract def handleSingleColumnChoiceInfer(schema: Option[StructType], single: SingleColumnChoice): SC

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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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    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. implicit object BigDecimalJsonFormat extends JsonFormat[BigDecimal]

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    Definition Classes
    BasicFormats

  6. implicit object BigIntJsonFormat extends JsonFormat[BigInt]

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    Definition Classes
    BasicFormats

  7. implicit object BooleanJsonFormat extends JsonFormat[Boolean]

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    Definition Classes
    BasicFormats

  8. implicit object ByteJsonFormat extends JsonFormat[Byte]

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    Definition Classes
    BasicFormats

  9. implicit object CharJsonFormat extends JsonFormat[Char]

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    Definition Classes
    BasicFormats

  10. implicit object DoubleJsonFormat extends JsonFormat[Double]

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    Definition Classes
    BasicFormats

  11. implicit object FloatJsonFormat extends JsonFormat[Float]

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    Definition Classes
    BasicFormats

  12. implicit object IntJsonFormat extends JsonFormat[Int]

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    Definition Classes
    BasicFormats

  13. implicit object JsValueFormat extends JsonFormat[JsValue]

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    Definition Classes
    AdditionalFormats

  14. implicit object LongJsonFormat extends JsonFormat[Long]

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    Definition Classes
    BasicFormats

  15. implicit object RootJsArrayFormat extends RootJsonFormat[JsArray]

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    Definition Classes
    AdditionalFormats

  16. implicit object RootJsObjectFormat extends RootJsonFormat[JsObject]

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    Definition Classes
    AdditionalFormats

  17. implicit object ShortJsonFormat extends JsonFormat[Short]

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    Definition Classes
    BasicFormats

  18. implicit object StringJsonFormat extends JsonFormat[String]

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    Definition Classes
    BasicFormats

  19. implicit object SymbolJsonFormat extends JsonFormat[Symbol]

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    Definition Classes
    BasicFormats

  20. implicit object UnitJsonFormat extends JsonFormat[Unit]

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    Definition Classes
    BasicFormats

  21. implicit def arrayFormat[T](implicit arg0: JsonFormat[T], arg1: ClassManifest[T]): RootJsonFormat[Array[T]] { def write(array: Array[T]): spray.json.JsArray }

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    Definition Classes
    CollectionFormats

  22. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  23. final def clear(param: Param[_]): MultiColumnEstimator.this.type

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    Attributes
    protected
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    Params

  24. def clone(): AnyRef

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

  25. def convertInputNumericToVector: Boolean

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    Definition Classes
    Estimator

  26. def convertOutputVectorToDouble: Boolean

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    Definition Classes
    Estimator

  27. def copyValues[T <: Params](to: T, extra: ParamMap = ParamMap.empty): T

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    Definition Classes
    Params

  28. def customValidateParams: Vector[DeepLangException]

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    Attributes
    protected
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    Params

  29. implicit def eitherFormat[A, B](implicit arg0: JF[A], arg1: JF[B]): JF[Either[A, B]]

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    Definition Classes
    StandardFormats

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

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    Definition Classes
    AnyRef

  31. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  32. def estimatorName: String

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    Attributes
    protected
    Definition Classes
    Estimator

  33. def extractFieldNames(classManifest: ClassManifest[_]): Array[String]

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    Attributes
    protected
    Definition Classes
    ProductFormats

  34. final def extractParamMap(extra: ParamMap = ParamMap.empty): ParamMap

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    Definition Classes
    Params

  35. def finalize(): Unit

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

  36. def fit: DMethod1To1[Unit, DataFrame, T]

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    Definition Classes
    Estimator

  37. def fromField[T](value: JsValue, fieldName: String)(implicit reader: JsonReader[T]): T

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    Attributes
    protected
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    ProductFormats

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

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    Definition Classes
    Params

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  42. final def getOrDefaultOption[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  44. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  45. implicit def immIndexedSeqFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[IndexedSeq[T]]

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    Definition Classes
    CollectionFormats

  46. implicit def immIterableFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[Iterable[T]]

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    Definition Classes
    CollectionFormats

  47. implicit def immLinearSeqFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[LinearSeq[T]]

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    Definition Classes
    CollectionFormats

  48. implicit def immSeqFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[Seq[T]]

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    Definition Classes
    CollectionFormats

  49. implicit def immSetFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[Set[T]]

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    Definition Classes
    CollectionFormats

  50. implicit def indexedSeqFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[IndexedSeq[T]]

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    Definition Classes
    CollectionFormats

  51. def inferenceResult: Option[ParamsInferenceResult]

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    Definition Classes
    Params → HasInferenceResult

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

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    Params

  53. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Params

  55. implicit def iterableFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[Iterable[T]]

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    Definition Classes
    CollectionFormats

  56. def jsonFormat[T](reader: JsonReader[T], writer: JsonWriter[T]): JsonFormat[T]

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    Definition Classes
    AdditionalFormats

  57. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, P21, P22, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, P21, P22) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String, fieldName15: String, fieldName16: String, fieldName17: String, fieldName18: String, fieldName19: String, fieldName20: String, fieldName21: String, fieldName22: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: JF[P19], arg19: JF[P20], arg20: JF[P21], arg21: JF[P22]): RootJsonFormat[T]

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    Definition Classes
    ProductFormatsInstances

  58. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, P21, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, P21) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String, fieldName15: String, fieldName16: String, fieldName17: String, fieldName18: String, fieldName19: String, fieldName20: String, fieldName21: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: JF[P19], arg19: JF[P20], arg20: JF[P21]): RootJsonFormat[T]

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    Definition Classes
    ProductFormatsInstances

  59. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String, fieldName15: String, fieldName16: String, fieldName17: String, fieldName18: String, fieldName19: String, fieldName20: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: JF[P19], arg19: JF[P20]): RootJsonFormat[T]

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    Definition Classes
    ProductFormatsInstances

  60. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String, fieldName15: String, fieldName16: String, fieldName17: String, fieldName18: String, fieldName19: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: JF[P19]): RootJsonFormat[T]

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    Definition Classes
    ProductFormatsInstances

  61. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String, fieldName15: String, fieldName16: String, fieldName17: String, fieldName18: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18]): RootJsonFormat[T]

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    Definition Classes
    ProductFormatsInstances

  62. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String, fieldName15: String, fieldName16: String, fieldName17: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17]): RootJsonFormat[T]

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    Definition Classes
    ProductFormatsInstances

  63. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String, fieldName15: String, fieldName16: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16]): RootJsonFormat[T]

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    Definition Classes
    ProductFormatsInstances

  64. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String, fieldName15: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15]): RootJsonFormat[T]

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    Definition Classes
    ProductFormatsInstances

  65. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String, fieldName14: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14]): RootJsonFormat[T]

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    Definition Classes
    ProductFormatsInstances

  66. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String, fieldName13: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13]): RootJsonFormat[T]

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    Definition Classes
    ProductFormatsInstances

  67. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String, fieldName12: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12]): RootJsonFormat[T]

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    Definition Classes
    ProductFormatsInstances

  68. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String, fieldName11: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11]): RootJsonFormat[T]

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    Definition Classes
    ProductFormatsInstances

  69. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String, fieldName10: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10]): RootJsonFormat[T]

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    Definition Classes
    ProductFormatsInstances

  70. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, P9, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String, fieldName9: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9]): RootJsonFormat[T]

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  71. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, P8, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String, fieldName8: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8]): RootJsonFormat[T]

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  72. def jsonFormat[P1, P2, P3, P4, P5, P6, P7, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String, fieldName7: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7]): RootJsonFormat[T]

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  73. def jsonFormat[P1, P2, P3, P4, P5, P6, T <: Product](construct: (P1, P2, P3, P4, P5, P6) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String, fieldName6: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6]): RootJsonFormat[T]

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  74. def jsonFormat[P1, P2, P3, P4, P5, T <: Product](construct: (P1, P2, P3, P4, P5) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String, fieldName5: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5]): RootJsonFormat[T]

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  75. def jsonFormat[P1, P2, P3, P4, T <: Product](construct: (P1, P2, P3, P4) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String, fieldName4: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4]): RootJsonFormat[T]

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  76. def jsonFormat[P1, P2, P3, T <: Product](construct: (P1, P2, P3) ⇒ T, fieldName1: String, fieldName2: String, fieldName3: String)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3]): RootJsonFormat[T]

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  77. def jsonFormat[P1, P2, T <: Product](construct: (P1, P2) ⇒ T, fieldName1: String, fieldName2: String)(implicit arg0: JF[P1], arg1: JF[P2]): RootJsonFormat[T]

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  78. def jsonFormat[P1, T <: Product](construct: (P1) ⇒ T, fieldName1: String)(implicit arg0: JF[P1]): RootJsonFormat[T]

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  79. def jsonFormat0[T](construct: () ⇒ T): RootJsonFormat[T]

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  80. def jsonFormat1[P1, T <: Product](construct: (P1) ⇒ T)(implicit arg0: JF[P1], arg1: ClassManifest[T]): RootJsonFormat[T]

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  81. def jsonFormat10[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: ClassManifest[T]): RootJsonFormat[T]

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  82. def jsonFormat11[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: ClassManifest[T]): RootJsonFormat[T]

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  83. def jsonFormat12[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: ClassManifest[T]): RootJsonFormat[T]

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  84. def jsonFormat13[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: ClassManifest[T]): RootJsonFormat[T]

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  85. def jsonFormat14[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: ClassManifest[T]): RootJsonFormat[T]

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  86. def jsonFormat15[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: ClassManifest[T]): RootJsonFormat[T]

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  87. def jsonFormat16[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: ClassManifest[T]): RootJsonFormat[T]

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  88. def jsonFormat17[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: ClassManifest[T]): RootJsonFormat[T]

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  89. def jsonFormat18[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: ClassManifest[T]): RootJsonFormat[T]

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  90. def jsonFormat19[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: JF[P19], arg19: ClassManifest[T]): RootJsonFormat[T]

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  91. def jsonFormat2[P1, P2, T <: Product](construct: (P1, P2) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: ClassManifest[T]): RootJsonFormat[T]

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  92. def jsonFormat20[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: JF[P19], arg19: JF[P20], arg20: ClassManifest[T]): RootJsonFormat[T]

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  93. def jsonFormat21[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, P21, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, P21) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: JF[P19], arg19: JF[P20], arg20: JF[P21], arg21: ClassManifest[T]): RootJsonFormat[T]

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  94. def jsonFormat22[P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, P21, P22, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9, P10, P11, P12, P13, P14, P15, P16, P17, P18, P19, P20, P21, P22) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: JF[P10], arg10: JF[P11], arg11: JF[P12], arg12: JF[P13], arg13: JF[P14], arg14: JF[P15], arg15: JF[P16], arg16: JF[P17], arg17: JF[P18], arg18: JF[P19], arg19: JF[P20], arg20: JF[P21], arg21: JF[P22], arg22: ClassManifest[T]): RootJsonFormat[T]

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  95. def jsonFormat3[P1, P2, P3, T <: Product](construct: (P1, P2, P3) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: ClassManifest[T]): RootJsonFormat[T]

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  96. def jsonFormat4[P1, P2, P3, P4, T <: Product](construct: (P1, P2, P3, P4) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: ClassManifest[T]): RootJsonFormat[T]

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  97. def jsonFormat5[P1, P2, P3, P4, P5, T <: Product](construct: (P1, P2, P3, P4, P5) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: ClassManifest[T]): RootJsonFormat[T]

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  98. def jsonFormat6[P1, P2, P3, P4, P5, P6, T <: Product](construct: (P1, P2, P3, P4, P5, P6) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: ClassManifest[T]): RootJsonFormat[T]

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  99. def jsonFormat7[P1, P2, P3, P4, P5, P6, P7, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: ClassManifest[T]): RootJsonFormat[T]

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  100. def jsonFormat8[P1, P2, P3, P4, P5, P6, P7, P8, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: ClassManifest[T]): RootJsonFormat[T]

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  101. def jsonFormat9[P1, P2, P3, P4, P5, P6, P7, P8, P9, T <: Product](construct: (P1, P2, P3, P4, P5, P6, P7, P8, P9) ⇒ T)(implicit arg0: JF[P1], arg1: JF[P2], arg2: JF[P3], arg3: JF[P4], arg4: JF[P5], arg5: JF[P6], arg6: JF[P7], arg7: JF[P8], arg8: JF[P9], arg9: ClassManifest[T]): RootJsonFormat[T]

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  102. def lazyFormat[T](format: ⇒ JsonFormat[T]): JsonFormat[T] { lazy val delegate: spray.json.JsonFormat[T] }

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    Definition Classes
    AdditionalFormats

  103. def lift[T <: AnyRef](reader: RootJsonReader[T]): RootJsonFormat[T]

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    Definition Classes
    AdditionalFormats

  104. def lift[T <: AnyRef](reader: JsonReader[T]): JsonFormat[T]

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    Definition Classes
    AdditionalFormats

  105. def lift[T](writer: RootJsonWriter[T]): RootJsonFormat[T]

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    Definition Classes
    AdditionalFormats

  106. def lift[T](writer: JsonWriter[T]): JsonFormat[T] { def read(value: spray.json.JsValue): Nothing }

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    Definition Classes
    AdditionalFormats

  107. implicit def linearSeqFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[LinearSeq[T]]

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    Definition Classes
    CollectionFormats

  108. implicit def listFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[List[T]] { def write(list: List[T]): spray.json.JsArray }

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    Definition Classes
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  109. lazy val logger: Logger

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    Logging

  110. implicit def mapFormat[K, V](implicit arg0: JsonFormat[K], arg1: JsonFormat[V]): RootJsonFormat[Map[K, V]] { def write(m: Map[K,V]): spray.json.JsObject }

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

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    Definition Classes
    AnyRef

  112. def noValueParamsFromJson(jsValue: JsValue): Seq[Param[_]]

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    Sequence of params without values for this class, parsed from Json.

    Sequence of params without values for this class, parsed from Json. If a name of a parameter is unknown, it's ignored JsNull is treated as empty object. JsNull as a value of a parameter unsets param's value.

    Definition Classes
    Params

  113. final def notify(): Unit

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    Definition Classes
    AnyRef

  114. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  115. implicit def optionFormat[T](implicit arg0: JF[T]): JF[Option[T]]

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    Definition Classes
    StandardFormats

  116. def paramPairsFromJson(jsValue: JsValue, graphReader: GraphReader): Seq[ParamPair[_]]

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    Sequence of paramPairs for this class, parsed from Json.

    Sequence of paramPairs for this class, parsed from Json. If a name of a parameter is unknown, it's ignored JsNull is treated as empty object. JsNull as value of parameter is ignored.

    Definition Classes
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  117. def paramValuesToJson: JsValue

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    Json describing values associated to parameters.

    Json describing values associated to parameters.

    Definition Classes
    Params

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

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    Definition Classes
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  119. def paramsToJson: JsValue

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    Definition Classes
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  120. def productElement2Field[T](fieldName: String, p: Product, ix: Int, rest: List[JsField])(implicit writer: JsonWriter[T]): List[JsField]

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  121. def replicate(extra: ParamMap = ParamMap.empty): MultiColumnEstimator.this.type

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    Definition Classes
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  122. def report: Report

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    Definition Classes
    Estimator → DOperable

  123. def rootFormat[T](format: JsonFormat[T]): RootJsonFormat[T]

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    Definition Classes
    AdditionalFormats

  124. def rootJsonFormat[T](reader: RootJsonReader[T], writer: RootJsonWriter[T]): RootJsonFormat[T]

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    Definition Classes
    AdditionalFormats

  125. def safeReader[A](implicit arg0: JsonReader[A]): JsonReader[Either[Exception, A]]

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    AdditionalFormats

  126. def sameAs(other: Params): Boolean

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    Compares 'this' and 'other' params.

    Compares 'this' and 'other' params. Objects are equal when they are of the same class and their parameters have the same values set.

    returns

    True, if 'this' and 'other' are the same.

    Definition Classes
    Params

  127. implicit def seqFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[Seq[T]]

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  128. final def set(paramMap: ParamMap): MultiColumnEstimator.this.type

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    protected[ai.deepsense.deeplang]
    Definition Classes
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  129. final def set(paramPairs: ParamPair[_]*): MultiColumnEstimator.this.type

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    protected[ai.deepsense.deeplang]
    Definition Classes
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  130. final def set(paramPair: ParamPair[_]): MultiColumnEstimator.this.type

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    protected[ai.deepsense.deeplang]
    Definition Classes
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  131. final def set[T](param: Param[T], value: T): MultiColumnEstimator.this.type

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  132. def setDefault(paramPairs: ParamPair[_]*): MultiColumnEstimator.this.type

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  133. def setDefault[T](param: Param[T], value: T): MultiColumnEstimator.this.type

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  134. implicit def setFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[Set[T]]

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  135. def setMultipleColumn(inputColumnNames: Set[String], outputColumnPrefix: String): MultiColumnEstimator.this.type

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  136. def setMultipleColumnInPlace(inputColumnNames: Set[String]): MultiColumnEstimator.this.type

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  137. def setParamsFromJson(jsValue: JsValue, graphReader: GraphReader, ignoreNulls: Boolean = false): MultiColumnEstimator.this.type

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    Sets param values based on provided json.

    Sets param values based on provided json. If a name of a parameter is unknown, it's ignored JsNull is treated as empty object.

    When ignoreNulls = false, JsNull as a value of a parameter unsets param's value. When ignoreNulls = true, parameters with JsNull values are ignored.

    Definition Classes
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  138. def setSingleColumn(inputColumnName: String, outputColumnName: String): MultiColumnEstimator.this.type

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  139. def setSingleColumnInPlace(inputColumnName: String): MultiColumnEstimator.this.type

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  140. val singleOrMultiChoiceParam: IOColumnsParam

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

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  142. def toString(): String

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  143. implicit val transformerTypeTag: scala.reflect.api.JavaUniverse.TypeTag[T]

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  144. implicit def tuple1Format[A](implicit arg0: JF[A]): JF[(A)]

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  145. implicit def tuple2Format[A, B](implicit arg0: JF[A], arg1: JF[B]): RootJsonFormat[(A, B)] { def write(t: (A, B)): spray.json.JsArray }

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  146. implicit def tuple3Format[A, B, C](implicit arg0: JF[A], arg1: JF[B], arg2: JF[C]): RootJsonFormat[(A, B, C)] { def write(t: (A, B, C)): spray.json.JsArray }

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  147. implicit def tuple4Format[A, B, C, D](implicit arg0: JF[A], arg1: JF[B], arg2: JF[C], arg3: JF[D]): RootJsonFormat[(A, B, C, D)] { def write(t: (A, B, C, D)): spray.json.JsArray }

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  148. implicit def tuple5Format[A, B, C, D, E](implicit arg0: JF[A], arg1: JF[B], arg2: JF[C], arg3: JF[D], arg4: JF[E]): RootJsonFormat[(A, B, C, D, E)] { def write(t: (A, B, C, D, E)): spray.json.JsArray }

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  149. implicit def tuple6Format[A, B, C, D, E, F](implicit arg0: JF[A], arg1: JF[B], arg2: JF[C], arg3: JF[D], arg4: JF[E], arg5: JF[F]): RootJsonFormat[(A, B, C, D, E, F)] { def write(t: (A, B, C, D, E, F)): spray.json.JsArray }

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  150. implicit def tuple7Format[A, B, C, D, E, F, G](implicit arg0: JF[A], arg1: JF[B], arg2: JF[C], arg3: JF[D], arg4: JF[E], arg5: JF[F], arg6: JF[G]): RootJsonFormat[(A, B, C, D, E, F, G)] { def write(t: (A, B, C, D, E, F, G)): spray.json.JsArray }

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  151. def validateDynamicParams(params: Params*): Unit

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    Validates Params entities that contain dynamic parameters' values.

    Validates Params entities that contain dynamic parameters' values. Validation errors are wrapped in DeepLangMultiException.

    Definition Classes
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  152. def validateParams: Vector[DeepLangException]

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    Validates params' values by: 1.

    Validates params' values by: 1. testing whether the params have values set (or default values), 2. testing whether the values meet the constraints, 3. testing custom validations, possibly spanning over multiple params.

    Definition Classes
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  153. implicit def vectorFormat[T](implicit arg0: JsonFormat[T]): RootJsonFormat[Vector[T]]

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  154. def viaSeq[I <: Iterable[T], T](f: (Seq[T]) ⇒ I)(implicit arg0: JsonFormat[T]): RootJsonFormat[I]

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  155. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

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    @throws( ... )

Inherited from HasSpecificParams

Inherited from Estimator[T]

Inherited from Params

Inherited from Logging

Inherited from DefaultJsonProtocol

Inherited from AdditionalFormats

Inherited from ProductFormats

Inherited from ProductFormatsInstances

Inherited from CollectionFormats

Inherited from StandardFormats

Inherited from BasicFormats

Inherited from Serializable

Inherited from Serializable

Inherited from DOperable

Inherited from HasInferenceResult

Inherited from AnyRef

Inherited from Any

Ungrouped