Class

com.salesforce.op.stages.impl.feature

IsValidPhoneNumber

Related Doc: package feature

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class IsValidPhoneNumber extends BinaryTransformer[Phone, Text, Binary] with PhoneCountryParams

Determine whether a phone number is valid given the country's regional code. By default the regional code will be checked against those provided in Google's PhoneNumber library. If the input regional code is not found, the default locale will be used for validation.

If the User provided a Country name to code mapping, the phone number can only be validated against the input mapping. This transformer will first match on regional code, failing that, it will select the country with the closest Q-Distance.

All phone numbers with less than 2 characters will be categorized as invalid

All phone numbers that starts with "+" will be evaluated with international formatting

Returns binary feature true if phone is valid false if invalid and none if phone number is none

Linear Supertypes
PhoneCountryParams, PhoneParams, BinaryTransformer[Phone, Text, Binary], OpTransformer2[Phone, Text, Binary], OpTransformer, OpPipelineStage2[Phone, Text, Binary], HasOut[Binary], HasIn2, HasIn1, OpPipelineStage[Binary], OpPipelineStageBase, MLWritable, OpPipelineStageParams, InputParams, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. IsValidPhoneNumber
  2. PhoneCountryParams
  3. PhoneParams
  4. BinaryTransformer
  5. OpTransformer2
  6. OpTransformer
  7. OpPipelineStage2
  8. HasOut
  9. HasIn2
  10. HasIn1
  11. OpPipelineStage
  12. OpPipelineStageBase
  13. MLWritable
  14. OpPipelineStageParams
  15. InputParams
  16. Transformer
  17. PipelineStage
  18. Logging
  19. Params
  20. Serializable
  21. Serializable
  22. Identifiable
  23. AnyRef
  24. Any
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Visibility
  1. Public
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Instance Constructors

  1. new IsValidPhoneNumber(uid: String = UID[IsValidPhoneNumber])

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Type Members

  1. final type InputFeatures = (FeatureLike[Phone], FeatureLike[Text])

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    Definition Classes
    OpPipelineStage2 → OpPipelineStage → InputParams
  2. type KeyValue = (String) ⇒ Any

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    Definition Classes
    OpTransformer
  3. final type OutputFeatures = FeatureLike[Binary]

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    Definition Classes
    OpPipelineStage → OpPipelineStageBase

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 checkInputLength(features: Array[_]): Boolean

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    Definition Classes
    OpPipelineStage2 → InputParams
  7. final def checkSerializable: Try[Unit]

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    Definition Classes
    OpTransformer2 → OpPipelineStageBase
  8. final def clear(param: Param[_]): IsValidPhoneNumber.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. final def copy(extra: ParamMap): IsValidPhoneNumber.this.type

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

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    Attributes
    protected
    Definition Classes
    Params
  12. final val countryNames: StringArrayParam

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

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    Attributes
    protected
    Definition Classes
    Params
  14. final val defaultRegion: Param[String]

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    Definition Classes
    PhoneParams
  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. def finalize(): Unit

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

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

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

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    Definition Classes
    Params
  25. final def getInputFeature[T <: FeatureType](i: Int): Option[FeatureLike[T]]

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    Definition Classes
    InputParams
  26. final def getInputFeatures(): Array[OPFeature]

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    Definition Classes
    InputParams
  27. final def getInputSchema(): StructType

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    Definition Classes
    OpPipelineStageParams
  28. final def getMetadata(): Metadata

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    Definition Classes
    OpPipelineStageParams
  29. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  30. def getOutput(): FeatureLike[Binary]

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    Definition Classes
    HasOut → OpPipelineStageBase
  31. final def getOutputFeatureName: String

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

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    Definition Classes
    Params
  33. final def getTransientFeature(i: Int): Option[TransientFeature]

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    Definition Classes
    InputParams
  34. final def getTransientFeatures(): Array[TransientFeature]

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    Definition Classes
    InputParams
  35. final def hasDefault[T](param: Param[T]): Boolean

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

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    Definition Classes
    Params
  37. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  38. final def in1: TransientFeature

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    Attributes
    protected
    Definition Classes
    HasIn1
  39. final def in2: TransientFeature

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    Attributes
    protected
    Definition Classes
    HasIn2
  40. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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

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    Attributes
    protected
    Definition Classes
    Logging
  42. final def inputAsArray(in: InputFeatures): Array[OPFeature]

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    Definition Classes
    OpPipelineStage2 → InputParams
  43. final def isDefined(param: Param[_]): Boolean

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

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

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    Definition Classes
    Params
  46. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  47. def log: Logger

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

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

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

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

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

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    Attributes
    protected
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    Logging
  53. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  54. def logName: String

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    protected
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    Logging
  55. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    protected
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    Logging
  56. def logTrace(msg: ⇒ String): Unit

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    protected
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    Logging
  57. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
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    Logging
  58. def logWarning(msg: ⇒ String): Unit

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    protected
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    Logging
  59. final def ne(arg0: AnyRef): Boolean

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

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

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    Definition Classes
    AnyRef
  62. def onGetMetadata(): Unit

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    Attributes
    protected
    Definition Classes
    OpPipelineStageParams
  63. def onSetInput(): Unit

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    Attributes
    protected
    Definition Classes
    InputParams
  64. val operationName: String

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    Definition Classes
    BinaryTransformer → OpPipelineStageBase
  65. final def outputAsArray(out: OutputFeatures): Array[OPFeature]

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    Definition Classes
    OpPipelineStage → OpPipelineStageBase
  66. def outputFeatureUid: String

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    Attributes
    protected[com.salesforce.op]
    Definition Classes
    OpPipelineStage2 → OpPipelineStage
  67. def outputIsResponse: Boolean

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    Definition Classes
    OpPipelineStage
  68. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  69. final val regionCodes: StringArrayParam

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    Definition Classes
    PhoneCountryParams
  70. def save(path: String): Unit

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

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    Attributes
    protected
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    Params
  72. final def set(param: String, value: Any): IsValidPhoneNumber.this.type

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    Attributes
    protected
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    Params
  73. final def set[T](param: Param[T], value: T): IsValidPhoneNumber.this.type

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    Definition Classes
    Params
  74. def setCodesAndCountries(countryCodes: Map[String, String]): IsValidPhoneNumber.this.type

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    Initialize with country name and their codes.

    Initialize with country name and their codes. The strings are upper cased when set.

    By default this transformer will validate against the regional codes provided by Google's PhoneNumber library.

    If the user would like to use country names as the second argument to this transformer, a mapping between the names and their code must be provided here.

    countryCodes

    country Code -> country Name eg "US" -> "United States of America"

    returns

    reference to self

    Definition Classes
    PhoneCountryParams
  75. final def setDefault(paramPairs: ParamPair[_]*): IsValidPhoneNumber.this.type

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

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    Attributes
    protected
    Definition Classes
    Params
  77. def setDefaultRegion(cc: String): IsValidPhoneNumber.this.type

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    Sets the default country code to use when a valid code cannot be determined

    Sets the default country code to use when a valid code cannot be determined

    cc

    Country code to check phone number validity against by default

    Definition Classes
    PhoneParams
  78. final def setInput(features: InputFeatures): IsValidPhoneNumber.this.type

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    Definition Classes
    OpPipelineStageBase
  79. final def setInputFeatures[S <: OPFeature](features: Array[S]): IsValidPhoneNumber.this.type

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    Attributes
    protected
    Definition Classes
    InputParams
  80. final def setMetadata(m: Metadata): IsValidPhoneNumber.this.type

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    Definition Classes
    OpPipelineStageParams
  81. def setOutputFeatureName(name: String): IsValidPhoneNumber.this.type

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    Definition Classes
    OpPipelineStage
  82. def setStrictness(flag: Boolean): IsValidPhoneNumber.this.type

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    If set to true, phone number will be compared strictly checked.

    If set to true, phone number will be compared strictly checked. If set to false, an input, that is too long, will be considered valid if a substring can be found to be valid

    Definition Classes
    PhoneParams
  83. final def stageName: String

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    Definition Classes
    OpPipelineStageBase
  84. final val strictValidation: BooleanParam

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    Definition Classes
    PhoneParams
  85. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  86. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  87. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    OpTransformer2 → Transformer
  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 transformFn: (Phone, Text) ⇒ Binary

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    Definition Classes
    IsValidPhoneNumber → OpTransformer2
  91. lazy val transformKeyValue: (KeyValue) ⇒ Any

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    Definition Classes
    OpTransformer2 → OpTransformer
  92. def transformMap: (Map[String, Any]) ⇒ Any

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    Definition Classes
    OpTransformer
  93. def transformRow: (Row) ⇒ Any

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    Definition Classes
    OpTransformer
  94. final def transformSchema(schema: StructType): StructType

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    Definition Classes
    OpPipelineStageBase
  95. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  96. implicit val tti1: scala.reflect.api.JavaUniverse.TypeTag[Phone]

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    Definition Classes
    BinaryTransformer → OpTransformer2
  97. implicit val tti2: scala.reflect.api.JavaUniverse.TypeTag[Text]

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    Definition Classes
    BinaryTransformer → OpTransformer2
  98. implicit val tto: scala.reflect.api.JavaUniverse.TypeTag[Binary]

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    Definition Classes
    BinaryTransformer → HasOut
  99. implicit val ttov: scala.reflect.api.JavaUniverse.TypeTag[features.types.Binary.Value]

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    Definition Classes
    BinaryTransformer → HasOut
  100. val uid: String

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    Definition Classes
    BinaryTransformer → Identifiable
  101. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  102. final def wait(arg0: Long, arg1: Int): Unit

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  104. final def write: MLWriter

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    Definition Classes
    OpPipelineStageBase → MLWritable

Inherited from PhoneCountryParams

Inherited from PhoneParams

Inherited from BinaryTransformer[Phone, Text, Binary]

Inherited from OpTransformer2[Phone, Text, Binary]

Inherited from OpTransformer

Inherited from OpPipelineStage2[Phone, Text, Binary]

Inherited from HasOut[Binary]

Inherited from HasIn2

Inherited from HasIn1

Inherited from OpPipelineStage[Binary]

Inherited from OpPipelineStageBase

Inherited from MLWritable

Inherited from OpPipelineStageParams

Inherited from InputParams

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